[
  {
    "question": "What code should wiring, cable and equipment comply with?",
    "answer": "NFPA 70, National Electrical Code",
    "definition": "The correct choice is NFPA 70, also known as the National Electrical Code (NEC), which sets the standards for electrical wiring and installations to ensure safety and performance. The NEC provides essential guidelines regarding the proper installation of electrical systems, including specifications for wiring, cables, and equipment used in fire alarm systems. Compliance with NFPA 70 is critical for ensuring not only safe operational standards but also for preventing electrical hazards that could lead to failures or fire incidents.  ISO 9001, while it addresses quality management systems, does not focus specifically on the technical standards for electrical wiring or fire alarm systems. OSHA Standards relate primarily to occupational safety and health, offering regulations to protect employees rather than technical specifications for wiring. IEEE Standards, while influential in certain electrical engineering contexts, do not serve as the primary code governing wiring and equipment in fire alarm systems. Therefore, NFPA 70 is the appropriate code to refer to for compliance regarding wiring, cable, and equipment in fire safety systems.",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "1",
      "stem": "What code should wiring, cable and equipment comply with?",
      "correct": "NFPA 70, National Electrical Code",
      "correct_letter": "B",
      "distractors": [
        "ISO 9001",
        "OSHA Standards",
        "IEEE Standards"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "ISO 9001"
        },
        {
          "letter": "B",
          "text": "NFPA 70, National Electrical Code"
        },
        {
          "letter": "C",
          "text": "OSHA Standards"
        },
        {
          "letter": "D",
          "text": "IEEE Standards"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "What code should wiring, cable and equipment comply with?"
      }
    ],
    "id": "aa4e42b3-1e94-4693-950f-d1d7d7957c01",
    "created_at": "2025-10-15T12:25:42.591478",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.144966"
  },
  {
    "question": "What must companies demonstrate to prove compliance with fire safety regulations?",
    "answer": "Regular inspections and adherence to standards",
    "definition": "To demonstrate compliance with fire safety regulations, companies must regularly conduct inspections and adhere to established safety standards. This ensures that all fire alarm systems and safety protocols are functioning correctly and meet the required guidelines set by local and national regulations. Regular inspections help identify potential hazards or malfunctions in fire safety systems, allowing for timely corrections and maintenance. Adherence to standards, which can include the installation and maintenance of fire alarm systems, is crucial for protecting both property and lives. Companies that follow these practices can provide evidence of their commitment to safety and meet legal requirements effectively. 88",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "2",
      "stem": "What must companies demonstrate to prove compliance with fire safety regulations?",
      "correct": "Regular inspections and adherence to standards",
      "correct_letter": "C",
      "distractors": [
        "Employment of more staff than required",
        "Installation of decorative alarms",
        "Elimination of fire alarms"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Employment of more staff than required"
        },
        {
          "letter": "B",
          "text": "Installation of decorative alarms"
        },
        {
          "letter": "C",
          "text": "Regular inspections and adherence to standards"
        },
        {
          "letter": "D",
          "text": "Elimination of fire alarms"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "What must companies demonstrate to prove compliance with fire safety regulations?"
      }
    ],
    "id": "06f2451a-d823-411f-8185-d679214ecb02",
    "created_at": "2025-10-15T12:25:42.591568",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.145025"
  },
  {
    "question": "What is required for a firm's Certificate of Registration?",
    "answer": "It must be posted conspicuously at the business location",
    "definition": "The requirement for a firm's Certificate of Registration to be posted conspicuously at the business location is essential as it ensures compliance with regulatory standards and accountability. Displaying the certificate where it is easily visible allows clients, customers, and staff to confirm that the firm is properly registered and licensed to operate. This visibility fosters trust and transparency within the business environment, highlighting the firm’s adherence to legal requirements.  While some aspects, such as displaying registration information on a website or including the CEO's name, may contribute to a firm's professionalism, they are not mandates for the certificate itself. Similarly, while renewal is an important aspect of maintaining a business's operational legality, it does not pertain directly to the display requirements for the Certificate of Registration. Thus, posting the certificate conspicuously is the definitive requirement for ensuring that the firm communicates its legitimacy and compliance effectively.",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "3",
      "stem": "What is required for a firm's Certificate of Registration?",
      "correct": "It must be posted conspicuously at the business location",
      "correct_letter": "C",
      "distractors": [
        "It must be displayed on the firm’s website",
        "It must include the firm's CEO name",
        "It must be renewed every year"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "It must be displayed on the firm’s website"
        },
        {
          "letter": "B",
          "text": "It must include the firm's CEO name"
        },
        {
          "letter": "C",
          "text": "It must be posted conspicuously at the business location"
        },
        {
          "letter": "D",
          "text": "It must be renewed every year"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "What is required for a firm's Certificate of Registration?"
      }
    ],
    "id": "dac6ba0b-2f55-4400-a166-d5fa2193e501",
    "created_at": "2025-10-15T12:25:42.591615",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.145054"
  },
  {
    "question": "What is the potential consequence of not completing your renewal application on time?",
    "answer": "You may incur late fees",
    "definition": "Completing your renewal application on time is crucial in maintaining your Texas Fire Alarm License. When you fail to do so, one of the primary consequences is the incurrence of late fees. These fees are typically set by the regulatory authority and serve as a penalty for not adhering to the established timelines. This is designed to encourage compliance and timely renewals, ensuring that all licensed professionals maintain their credentials and stay updated on relevant laws and practices.  In contrast to the other options, which suggest more severe consequences such as license cancellation or the necessity to retake the exam, incurring late fees is more commonly the immediate financial implication of late renewal. While the possibility of license cancellation exists if a renewal is neglected entirely for an extended period, simply missing the renewal deadline tends to lead first to financial penalties rather than outright loss of licensure. This understanding helps reinforce the importance of keeping track of renewal deadlines to avoid additional costs. 89",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "4",
      "stem": "What is the potential consequence of not completing your renewal application on time?",
      "correct": "You may incur late fees",
      "correct_letter": "A",
      "distractors": [
        "Your license is canceled",
        "You must retake the exam",
        "No consequences will occur"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "You may incur late fees"
        },
        {
          "letter": "B",
          "text": "Your license is canceled"
        },
        {
          "letter": "C",
          "text": "You must retake the exam"
        },
        {
          "letter": "D",
          "text": "No consequences will occur"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "What is the potential consequence of not completing your renewal application on time?"
      }
    ],
    "id": "a92507a1-ed2c-42c0-9a56-772b321735a5",
    "created_at": "2025-10-15T12:25:42.591854",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.145081"
  },
  {
    "question": "When does a firm's certificate require revision?",
    "answer": "When there is a change in the business name, location, or mailing address",
    "definition": "mailing address A firm's certificate requires revision when there is a change in the business name, location, or mailing address because these changes directly affect the official information and identity of the business as registered with regulatory authorities. Accurate records are crucial for ensuring compliance with licensing requirements and maintaining clear communication with regulators, customers, and other stakeholders.   When a business changes its name or location, it may impact various legal and operational aspects, including permits, liability, and business relationships. Updating the certificate helps ensure that all documentation reflects the current status of the firm, preventing any potential legal or administrative issues that could arise from outdated information. Changes in operational hours, introducing new product lines, or adding new employees, while important for the day-to-day functioning of a business, do not necessitate a formal revision of the firm's certificate since they do not alter the fundamental legal identity or structure of the business.",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "5",
      "stem": "When does a firm's certificate require revision?",
      "correct": "When there is a change in the business name, location, or mailing address",
      "correct_letter": "B",
      "distractors": [
        "When the firm changes its operational hours",
        "When a new product line is introduced",
        "When the firm adds new employees 3"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "When the firm changes its operational hours"
        },
        {
          "letter": "B",
          "text": "When there is a change in the business name, location, or mailing address"
        },
        {
          "letter": "C",
          "text": "When a new product line is introduced"
        },
        {
          "letter": "D",
          "text": "When the firm adds new employees 3"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "When does a firm's certificate require revision?"
      }
    ],
    "id": "0e37243e-e132-4514-a66b-1555b13f9e9f",
    "created_at": "2025-10-15T12:25:42.591897",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.145107"
  },
  {
    "question": "What does A.W.G stand for in the context of electrical conductors?",
    "answer": "American Wire Gauge",
    "definition": "In the context of electrical conductors, A.W.G stands for American Wire Gauge. This standard defines the diameter of nonferrous, electrically conducting wire. The American Wire Gauge system determines the size of the wire based on its diameter, allowing for a consistent method to evaluate wire capacity for carrying electrical current and ensuring safety in electrical systems. For example, a lower gauge number indicates a thicker wire, which can carry more current, while a higher gauge number indicates a thinner wire, which carries less current. Understanding the American Wire Gauge system is crucial for professionals in the electrical industry, including those working with fire alarm systems, to ensure the proper selection and installation of wiring for safe and reliable electrical conductivity. 90",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "6",
      "stem": "What does A.W.G stand for in the context of electrical conductors?",
      "correct": "American Wire Gauge",
      "correct_letter": "B",
      "distractors": [
        "Automated Wire Gauge",
        "American Wattage Gauge",
        "Altitude Wire Gauge"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Automated Wire Gauge"
        },
        {
          "letter": "B",
          "text": "American Wire Gauge"
        },
        {
          "letter": "C",
          "text": "American Wattage Gauge"
        },
        {
          "letter": "D",
          "text": "Altitude Wire Gauge"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "What does A.W.G stand for in the context of electrical conductors?"
      }
    ],
    "id": "d0f7267b-dd35-4388-9c3d-480b66965657",
    "created_at": "2025-10-15T12:25:42.592449",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.145591"
  },
  {
    "question": "How many times can an applicant schedule a test within a 12-month period?",
    "answer": "3 times",
    "definition": "An applicant is allowed to schedule a test three times within a 12-month period. This limitation is put in place to encourage diligent preparation and ensure that applicants have sufficient time to study and improve their knowledge before retaking the test. Permitting a limited number of attempts also helps maintain the integrity of the licensing process, as it encourages candidates to understand the material thoroughly rather than simply trying to pass through multiple attempts without proper preparation. Therefore, understanding the importance of these regulations is essential for applicants seeking their Texas Fire Alarm License.",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "7",
      "stem": "How many times can an applicant schedule a test within a 12-month period?",
      "correct": "3 times",
      "correct_letter": "C",
      "distractors": [
        "5 times",
        "2 times",
        "Unlimited"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "5 times"
        },
        {
          "letter": "B",
          "text": "2 times"
        },
        {
          "letter": "C",
          "text": "3 times"
        },
        {
          "letter": "D",
          "text": "Unlimited"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "How many times can an applicant schedule a test within a 12-month period?"
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    ],
    "id": "1674c688-a4da-4d38-80e6-443539d64319",
    "created_at": "2025-10-15T12:25:42.592530",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.145686"
  },
  {
    "question": "What action requires a technician to hold a specific license?",
    "answer": "Installing new fire alarm equipment",
    "definition": "Installing new fire alarm equipment is an action that typically requires a specific license because it involves the integration and connection of electrical components and systems that are essential to the safety and operational integrity of fire alarms. This process demands a comprehensive understanding of code requirements, electrical safety standards, and the specific functionalities of the fire alarm systems being installed. Licensed technicians have undergone the necessary training and examinations that ensure they possess the skills to properly install fire alarm systems. This is crucial not only for the reliable performance of the alarm system but also for ensuring compliance with local, state, and national fire codes and regulations. Failure to have a licensed technician handle such installations can lead to issues like improper setup, which could jeopardize the effectiveness of the fire alarm system in an emergency situation.   In contrast, actions like testing fire alarm systems, maintaining records, and evaluating system effectiveness may not have the same legal requirement for a specific license, although they should still be conducted by trained professionals for optimal results. 91",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "8",
      "stem": "What action requires a technician to hold a specific license?",
      "correct": "Installing new fire alarm equipment",
      "correct_letter": "C",
      "distractors": [
        "Testing fire alarm systems",
        "Maintaining fire alarm records",
        "Evaluating system effectiveness"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Testing fire alarm systems"
        },
        {
          "letter": "B",
          "text": "Maintaining fire alarm records"
        },
        {
          "letter": "C",
          "text": "Installing new fire alarm equipment"
        },
        {
          "letter": "D",
          "text": "Evaluating system effectiveness"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "What action requires a technician to hold a specific license?"
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    ],
    "id": "f65a00da-ffd5-4223-9721-18bb3674027c",
    "created_at": "2025-10-15T12:25:42.592568",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.145712"
  },
  {
    "question": "To maintain a valid license, what activity must firms not engage in?",
    "answer": "Installing any fire systems without a license",
    "definition": "To maintain a valid license, firms must not engage in the installation of any fire systems without a license. This is fundamental because the installation of fire alarm systems is heavily regulated to ensure safety and compliance with local and national codes. Only licensed professionals are permitted to perform this task, as they have undergone the necessary training and certification to address the complexities involved in fire alarm systems.  Operating without the appropriate license exposes both the firm and the public to significant risks, including potential safety hazards and legal liabilities. Furthermore, engaging in unlicensed installation can lead to penalties, fines, or the revocation of existing licenses, undermining the integrity of the profession. Therefore, adhering strictly to licensing requirements is critical for compliance and the continued legitimacy of fire alarm service firms.   Other activities listed, such as maintaining equipment, monitoring licensed systems, and training new employees, are typically allowed and are important for the ongoing operation and effectiveness of fire safety measures.",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "9",
      "stem": "To maintain a valid license, what activity must firms not engage in?",
      "correct": "Installing any fire systems without a license",
      "correct_letter": "C",
      "distractors": [
        "Maintaining equipment",
        "Monitoring licensed systems",
        "Training new employees"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Maintaining equipment"
        },
        {
          "letter": "B",
          "text": "Monitoring licensed systems"
        },
        {
          "letter": "C",
          "text": "Installing any fire systems without a license"
        },
        {
          "letter": "D",
          "text": "Training new employees"
        }
      ]
    },
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      {
        "page": 0,
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    "id": "a1540e58-cd85-47a0-acdc-4a11ceceb8d7",
    "created_at": "2025-10-15T12:25:42.592623",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.145738"
  },
  {
    "question": "What must a firm ensure for every device they install?",
    "answer": "It is laboratory certified",
    "definition": "A firm must ensure that every device they install is laboratory certified because this certification signifies that the device has been rigorously tested according to industry standards for safety and reliability. Laboratory certification ensures compliance with regulatory requirements, which is essential for maintaining public safety and ensuring that the fire alarm system functions as intended during emergencies. Devices that are certified are proven to meet specific performance criteria, which helps reduce liability risks and enhances the effectiveness of the fire protection system.  The other options do not adequately address the crucial aspects of safety and compliance. While cost and aesthetics may play a role in the selection process, they are not the primary considerations when it comes to installing life-safety systems like fire alarms. Additionally, the notion of having a device installed for a certain period does not guarantee its effectiveness or safety, as performance can degrade over time regardless of installation duration. Hence, laboratory certification is the key requirement to ensure that the installed devices are reliable and effective in protecting lives and properties. 92",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "10",
      "stem": "What must a firm ensure for every device they install?",
      "correct": "It is laboratory certified",
      "correct_letter": "C",
      "distractors": [
        "It is the cheapest option available",
        "It is aesthetically pleasing",
        "It has been installed for a certain period 4"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "It is the cheapest option available"
        },
        {
          "letter": "B",
          "text": "It is aesthetically pleasing"
        },
        {
          "letter": "C",
          "text": "It is laboratory certified"
        },
        {
          "letter": "D",
          "text": "It has been installed for a certain period 4"
        }
      ]
    },
    "evidence_spans": [
      {
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        "quote": "What must a firm ensure for every device they install?"
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    "id": "7400bbb0-44ab-4b8b-ba38-c5d39075a869",
    "created_at": "2025-10-15T12:25:42.592729",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.145764"
  },
  {
    "question": "Which of the following is NOT a requirement for the content of a red label?",
    "answer": "List of previous inspections",
    "definition": "The correct answer is based on the essential requirements for the content of a red label, which is typically used in fire alarm systems to indicate that the system is not operational or has been taken out of service.   A red label must contain specific information that gives clear insight into the status of the fire alarm system. Including the licensee's signature confirms the person responsible has acknowledged the status of the system. The date the label was attached provides a time reference for when the inspection or assessment was conducted, which is crucial for maintaining accurate records and following up on repairs or inspections. The status of the system itself is vital information, as it informs users about whether the system is in operational status or needs attention. In contrast, while a list of previous inspections may be helpful for overall system history, it is not a requirement for the red label content. This is why it is the correct choice in this context; the label focuses more on current conditions rather than historical data.",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "11",
      "stem": "Which of the following is NOT a requirement for the content of a red label?",
      "correct": "List of previous inspections",
      "correct_letter": "C",
      "distractors": [
        "Licensee signature",
        "Date the label was attached",
        "Status of the system"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Licensee signature"
        },
        {
          "letter": "B",
          "text": "Date the label was attached"
        },
        {
          "letter": "C",
          "text": "List of previous inspections"
        },
        {
          "letter": "D",
          "text": "Status of the system"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Which of the following is NOT a requirement for the content of a red label?"
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    ],
    "id": "30268572-8d05-4dcb-ad84-6028821732c7",
    "created_at": "2025-10-15T12:25:42.592841",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.145882"
  },
  {
    "question": "What does a Trouble signal indicate?",
    "answer": "A signal that indicates a fault with the fire equipment",
    "definition": "A Trouble signal is an important alert within fire alarm systems, indicating that there is a fault or issue with the fire protection equipment. This can encompass a variety of potential problems, such as wiring issues, a malfunctioning device, low battery power, or even trouble with the connection to the monitoring service. The presence of a Trouble signal requires immediate attention to ensure that the fire alarm system is functioning properly and that safety is not compromised.  Understanding the distinction between various types of signals in fire alarm systems is vital for maintaining safety standards. For instance, a successful test of the system would generate a different kind of signal, indicating that everything is operating correctly, while a signal indicating a fire typically communicates an immediate danger that demands swift action. Additionally, a signal to clear the system signifies that a problem has been resolved or that the alarm condition no longer exists, differing fundamentally from a Trouble signal, which emphasizes a need for troubleshooting or repair. 93",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "12",
      "stem": "What does a Trouble signal indicate?",
      "correct": "A signal that indicates a fault with the fire equipment",
      "correct_letter": "B",
      "distractors": [
        "A signal that indicates a successful test of the system",
        "A signal that indicates a fire has been detected",
        "A signal that clears the system"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "A signal that indicates a successful test of the system"
        },
        {
          "letter": "B",
          "text": "A signal that indicates a fault with the fire equipment"
        },
        {
          "letter": "C",
          "text": "A signal that indicates a fire has been detected"
        },
        {
          "letter": "D",
          "text": "A signal that clears the system"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "What does a Trouble signal indicate?"
      }
    ],
    "id": "e0907dbb-e8de-4dcc-9b46-00e91d0307f3",
    "created_at": "2025-10-15T12:25:42.592905",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.145985"
  },
  {
    "question": "What kind of insurance must fire alarm firms carry?",
    "answer": "General liability insurance with product coverage",
    "definition": "Fire alarm firms are required to carry general liability insurance with product coverage to protect against risks associated with their business operations. This type of insurance is essential because it safeguards the company from claims related to bodily injury, property damage, and other liabilities that may arise from their products or services. Given the nature of fire alarm systems, which are critical for safety, having liability insurance ensures that the firm can cover legal costs or damages in the event of a system failure or malfunctions that lead to an incident.  While other types of insurance, such as workers' compensation and equipment damage insurance, are important for different aspects of the business, general liability insurance with product coverage specifically addresses the potential risks directly associated with the installation, maintenance, and operation of fire alarm systems, making it particularly significant in this context. Health insurance, while important for employee welfare, does not fall under the required coverage for operational liabilities that fire alarm firms must manage.",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "13",
      "stem": "What kind of insurance must fire alarm firms carry?",
      "correct": "General liability insurance with product coverage",
      "correct_letter": "B",
      "distractors": [
        "Workers' compensation insurance",
        "Health insurance for employees",
        "Equipment damage insurance"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Workers' compensation insurance"
        },
        {
          "letter": "B",
          "text": "General liability insurance with product coverage"
        },
        {
          "letter": "C",
          "text": "Health insurance for employees"
        },
        {
          "letter": "D",
          "text": "Equipment damage insurance"
        }
      ]
    },
    "evidence_spans": [
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        "quote": "What kind of insurance must fire alarm firms carry?"
      }
    ],
    "id": "e08b20a2-c0d3-4f0c-ad16-92c8b7ad3194",
    "created_at": "2025-10-15T12:25:42.592960",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.146011"
  },
  {
    "question": "When is a licensee prohibited from engaging in fire activities?",
    "answer": "When not employed by a registered firm",
    "definition": "A licensee is prohibited from engaging in fire activities when they are not employed by a registered firm because fire alarm installation and maintenance work requires adherence to specific regulations and standards set forth by local and state authorities. Being employed by a registered firm ensures that the individual is operating under a business that has met the necessary legal requirements to perform such activities. This relationship is critical for accountability and compliance with safety codes, which are essential in the fire alarm industry to protect lives and property.  Working independently without the backing of a registered firm may also lead to liability issues and violations of the law, as the licensee would not be operating within a framework that ensures professionalism and adherence to safety standards. Registered firms are typically required to have insurance, bonds, and other necessary credentials that provide a safety net for both the employees and the clients they serve.  In contrast, engaging in fire activities during holidays, after business hours, or even possessing certain certifications does not inherently prevent a licensee from performing their duties, but rather may affect how or when they choose to work. Therefore, the critical factor in this scenario is being associated with a registered firm, which is fundamental to the legal and proper execution of fire activities. 94",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "14",
      "stem": "When is a licensee prohibited from engaging in fire activities?",
      "correct": "When not employed by a registered firm",
      "correct_letter": "B",
      "distractors": [
        "During holidays only",
        "After business hours",
        "When they lack the required certifications"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "During holidays only"
        },
        {
          "letter": "B",
          "text": "When not employed by a registered firm"
        },
        {
          "letter": "C",
          "text": "After business hours"
        },
        {
          "letter": "D",
          "text": "When they lack the required certifications"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "When is a licensee prohibited from engaging in fire activities?"
      }
    ],
    "id": "2c726ecb-7d0a-4d24-a4fb-12bd44beda8c",
    "created_at": "2025-10-15T12:25:42.592995",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.146034"
  },
  {
    "question": "What must new equipment used for repair meet?",
    "answer": "The latest safety standards",
    "definition": "New equipment used for repair must meet the latest safety standards to ensure the safety and reliability of fire alarm systems. Adhering to the most current standards significantly reduces the risk of equipment failure and enhances the overall protection provided by the fire alarm system.   In the context of fire alarms, utilizing the latest safety standards is crucial as technology and safety protocols evolve over time. Compliance with these standards ensures that the equipment can effectively respond to the latest threats and challenges in fire safety, thereby protecting lives and property. Meeting only federal safety standards or original design specifications may not encompass the most up-to-date safety requirements or technological advancements, and disregarding specific regulations can lead to safety hazards. Hence, equipping fire alarm systems with the latest compliant equipment is essential for maintaining high safety standards.",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "15",
      "stem": "What must new equipment used for repair meet?",
      "correct": "The latest safety standards",
      "correct_letter": "B",
      "distractors": [
        "Federal safety standards only",
        "The original design specifications",
        "No specific regulations 5"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Federal safety standards only"
        },
        {
          "letter": "B",
          "text": "The latest safety standards"
        },
        {
          "letter": "C",
          "text": "The original design specifications"
        },
        {
          "letter": "D",
          "text": "No specific regulations 5"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "What must new equipment used for repair meet?"
      }
    ],
    "id": "c0bbb589-f1f6-4aa3-a6b6-ab827fba34e3",
    "created_at": "2025-10-15T12:25:42.593080",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.146093"
  },
  {
    "question": "For what purpose is size 16 A.W.G wire typically permitted?",
    "answer": "For general fire alarm circuit applications",
    "definition": "Size 16 A.W.G (American Wire Gauge) wire is typically permitted for general fire alarm circuit applications due to its appropriate current-carrying capacity and voltage rating for the low-voltage systems used in fire alarms. Fire alarm systems usually operate at low voltage, and size 16 wire is designed to handle the electrical loads encountered in these systems effectively while minimizing the risks of overheating. This makes it an ideal choice for connecting various components within fire alarm systems, such as sensors, control panels, and notification devices.  The other options do not align with the appropriate applications for size 16 wire. For instance, it is not suitable for connections that exceed 600 volts, as higher voltage applications require thicker wire to safely handle the increased electrical load and prevent potential hazards. Additionally, size 16 wire is not restricted to outdoor installations, and while it may be used in some low-voltage applications, it is not limited to those conditions. 95",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "16",
      "stem": "For what purpose is size 16 A.W.G wire typically permitted?",
      "correct": "For general fire alarm circuit applications",
      "correct_letter": "C",
      "distractors": [
        "For low-voltage applications only",
        "For connections that exceed 600 volts",
        "For outdoor installations exclusively"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "For low-voltage applications only"
        },
        {
          "letter": "B",
          "text": "For connections that exceed 600 volts"
        },
        {
          "letter": "C",
          "text": "For general fire alarm circuit applications"
        },
        {
          "letter": "D",
          "text": "For outdoor installations exclusively"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "For what purpose is size 16 A.W.G wire typically permitted?"
      }
    ],
    "id": "b419b3f5-8d0c-4569-822f-7fb2442ec122",
    "created_at": "2025-10-15T12:25:42.593138",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.146145"
  },
  {
    "question": "How many days does a firm have to notify the fire marshal of an employee's termination?",
    "answer": "14 days",
    "definition": "A firm is required to notify the fire marshal of an employee's termination within 14 days. This requirement is in place to ensure timely updates to the personnel records associated with fire alarm licensing and accountability. The 14-day timeframe allows for proper administrative processing and ensures that the fire marshal has the most current and accurate information regarding individuals authorized to work in fire alarm services. This procedure is crucial for maintaining compliance with state regulations and safety standards, as it helps prevent unauthorized individuals from accessing sensitive information or being involved in fire alarm installations and maintenance. Moreover, notifying the fire marshal promptly supports the overall safety and regulatory framework within the fire protection industry.",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "17",
      "stem": "How many days does a firm have to notify the fire marshal of an employee's termination?",
      "correct": "14 days",
      "correct_letter": "B",
      "distractors": [
        "10 days",
        "30 days",
        "7 days"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "10 days"
        },
        {
          "letter": "B",
          "text": "14 days"
        },
        {
          "letter": "C",
          "text": "30 days"
        },
        {
          "letter": "D",
          "text": "7 days"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "How many days does a firm have to notify the fire marshal of an employee's termination?"
      }
    ],
    "id": "c07df44e-f53f-4767-9368-0f0508b5ea39",
    "created_at": "2025-10-15T12:25:42.593171",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.146170"
  },
  {
    "question": "What must riser cable be capable of preventing during a fire?",
    "answer": "Fire from rising between floors",
    "definition": "Riser cable is specifically designed to be installed in vertical spaces, known as riser shafts, between floors in a building. One of its critical functions is to prevent the spread of fire from one floor to another.   During a fire, if the riser cable does not have the appropriate fire-resistant qualities, flames and heat can travel rapidly upward through these shafts, allowing the fire to spread more easily between different levels of a building. Riser cables are often constructed with materials that help contain flames and limit the temperature rise, which is essential for maintaining safety during a fire event. This capability is crucial because it helps provide occupants with additional time to evacuate and assists in controlling the fire's spread, ultimately aiding in fire department response and damage limitation.   This is why the ability of riser cable to prevent fire from rising between floors is of utmost importance. 96",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "18",
      "stem": "What must riser cable be capable of preventing during a fire?",
      "correct": "Fire from rising between floors",
      "correct_letter": "B",
      "distractors": [
        "Fire from spreading horizontally",
        "Fire from being detected",
        "Fire from reaching plenum area"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Fire from spreading horizontally"
        },
        {
          "letter": "B",
          "text": "Fire from rising between floors"
        },
        {
          "letter": "C",
          "text": "Fire from being detected"
        },
        {
          "letter": "D",
          "text": "Fire from reaching plenum area"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "What must riser cable be capable of preventing during a fire?"
      }
    ],
    "id": "2f285d7b-10d7-4adc-ae75-0d898f013bc2",
    "created_at": "2025-10-15T12:25:42.593268",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.146194"
  },
  {
    "question": "What is a Digital Alarm Communicator Transmitter (D.A.C.T)?",
    "answer": "A device that connects detection devices to communication lines",
    "definition": "lines A Digital Alarm Communicator Transmitter (D.A.C.T) is a crucial component in fire alarm systems that specifically serves the purpose of facilitating communication between detection devices and communication lines. Its primary function is to transmit alarm signals and system status information to a central monitoring station or receiver through various communication methods, such as telephone lines or internet protocols. This allows for prompt reporting of fire alarms or fault conditions, ensuring a rapid response from emergency services.  The importance of a D.A.C.T lies in its ability to relay critical data, ensuring that the monitoring entity receives timely alerts regarding any fire incidents, which enhances overall safety. This capability is fundamental for maintaining an effective fire alarm system, as it bridges the gap between on-site detection and remote monitoring.   In contrast, other options describe functions that do not align with the specific role of a D.A.C.T. For instance, options that mention monitoring temperatures or local display of alarm signals pertain to other aspects of a fire alarm system rather than the communication focus of the D.A.C.T. Additionally, mentioning exclusively testing capabilities does not reflect the primary purpose of this device, which is to transmit alerts as part of the fire alarm system's operational setup.",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "19",
      "stem": "What is a Digital Alarm Communicator Transmitter (D.A.C.T)?",
      "correct": "A device that connects detection devices to communication lines",
      "correct_letter": "B",
      "distractors": [
        "A system component that simply monitors temperatures",
        "A device that displays alarm signals locally",
        "A component used exclusively for testing"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "A system component that simply monitors temperatures"
        },
        {
          "letter": "B",
          "text": "A device that connects detection devices to communication lines"
        },
        {
          "letter": "C",
          "text": "A device that displays alarm signals locally"
        },
        {
          "letter": "D",
          "text": "A component used exclusively for testing"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "What is a Digital Alarm Communicator Transmitter (D.A.C.T)?"
      }
    ],
    "id": "2b393292-9853-4017-956a-41394cc71b1e",
    "created_at": "2025-10-15T12:25:42.593323",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.146289"
  },
  {
    "question": "What is one of the characteristics of an over-current device?",
    "answer": "It disconnects the circuit when current exceeds a specified level",
    "definition": "level One of the key characteristics of an over-current device is its function to disconnect the circuit when the current exceeds a specified level. This mechanism is crucial for protecting electrical systems from damage caused by excess current, which can occur due to a short circuit, overload, or other faults. By interrupting the flow of electricity, the device prevents potential hazards such as equipment failure, electrical fires, or other dangerous situations.   Over-current protection devices, such as circuit breakers or fuses, are designed to detect these high current levels and respond rapidly to mitigate risk. This characteristic is essential for maintaining safety and reliability in both residential and commercial electrical systems. 97",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "20",
      "stem": "What is one of the characteristics of an over-current device?",
      "correct": "It disconnects the circuit when current exceeds a specified level",
      "correct_letter": "C",
      "distractors": [
        "It has a permanent power rating",
        "It can adjust to various loads automatically",
        "It is only used in residential applications 6"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "It has a permanent power rating"
        },
        {
          "letter": "B",
          "text": "It can adjust to various loads automatically"
        },
        {
          "letter": "C",
          "text": "It disconnects the circuit when current exceeds a specified level"
        },
        {
          "letter": "D",
          "text": "It is only used in residential applications 6"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "What is one of the characteristics of an over-current device?"
      }
    ],
    "id": "de663d5b-5cb0-47b9-b346-d7ab28ebe793",
    "created_at": "2025-10-15T12:25:42.593395",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.146370"
  },
  {
    "question": "What action is necessary if a trouble/supervisory/alarm signal is silenced?",
    "answer": "Provide a visual warning",
    "definition": "When a trouble, supervisory, or alarm signal is silenced, it is essential to provide a visual warning indication as a critical step in maintaining safety and awareness. Silencing the alarm does not eliminate the underlying issue that triggered the signal; it merely stops the audible alert. A visual warning serves to inform occupants and personnel in the building that there is an ongoing situation that requires attention.  Providing a visual alert is particularly important in cases where the alarm system has gone off due to a fault or condition that may still pose a level of danger, such as a fire or a system malfunction. This ensures that individuals are aware of the situation and can take appropriate action, like evacuating if necessary.  In contrast, notifying the local fire department, conducting a system inspection, or disabling the alarm system could be appropriate actions depending on the context of the alarm or trouble signal. However, these actions may not immediately address the need to inform occupants of a potential danger present in the environment. Thus, providing a visual warning is crucial to ensure ongoing safety and awareness after silencing a signal.",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "21",
      "stem": "What action is necessary if a trouble/supervisory/alarm signal is silenced?",
      "correct": "Provide a visual warning",
      "correct_letter": "A",
      "distractors": [
        "Notify local fire department",
        "Conduct a system inspection",
        "Disable the alarm system"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Provide a visual warning"
        },
        {
          "letter": "B",
          "text": "Notify local fire department"
        },
        {
          "letter": "C",
          "text": "Conduct a system inspection"
        },
        {
          "letter": "D",
          "text": "Disable the alarm system"
        }
      ]
    },
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      {
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        "quote": "What action is necessary if a trouble/supervisory/alarm signal is silenced?"
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    ],
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    "created_at": "2025-10-15T12:25:42.593428",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.146412"
  },
  {
    "question": "What does N.P.L.F.A stand for?",
    "answer": "Non-Power limited fire alarm",
    "definition": "N.P.L.F.A stands for Non-Power Limited Fire Alarm. This term is used in the context of fire alarm systems to describe devices or systems that do not operate within the limitations typically associated with power-limited circuits.   Understanding this concept is crucial for anyone working in fire safety and alarm systems because it impacts how these systems are installed, maintained, and operated. Non-power limited circuits often carry a higher voltage and current than power-limited circuits, which can affect the way that wiring and equipment are chosen and integrated into a safety system.   The other options present variations of the acronym that do not accurately reflect the terminology used in the industry. Recognizing the correct terminology ensures that professionals are using the appropriate standards and codes when discussing or working with fire alarm systems. 98",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "22",
      "stem": "What does N.P.L.F.A stand for?",
      "correct": "Non-Power limited fire alarm",
      "correct_letter": "A",
      "distractors": [
        "Non-Power loss fire alarm",
        "Non-Powered line fire assurance",
        "Non-Power limited flame alert"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Non-Power limited fire alarm"
        },
        {
          "letter": "B",
          "text": "Non-Power loss fire alarm"
        },
        {
          "letter": "C",
          "text": "Non-Powered line fire assurance"
        },
        {
          "letter": "D",
          "text": "Non-Power limited flame alert"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "What does N.P.L.F.A stand for?"
      }
    ],
    "id": "237f2a81-e503-4f3d-b46e-58d325ea95b4",
    "created_at": "2025-10-15T12:25:42.593459",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.146443"
  },
  {
    "question": "What must be requested to facilitate the re-application of a revoked license?",
    "answer": "A public hearing",
    "definition": "To facilitate the re-application of a revoked license, a public hearing must be requested. This process is crucial as it provides a formal opportunity for the individual whose license was revoked to present their case, address the reasons for the revocation, and demonstrate any changes or improvements made since the license was taken away. The public hearing allows regulatory authorities to assess the applicant's credibility and intent to comply with the laws and regulations governing their profession. This step is essential in ensuring transparency and accountability within the licensing process, particularly for fields like fire alarm licensing, where public safety is paramount.",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "23",
      "stem": "What must be requested to facilitate the re-application of a revoked license?",
      "correct": "A public hearing",
      "correct_letter": "B",
      "distractors": [
        "A financial assessment",
        "A professional recommendation",
        "A written statement"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "A financial assessment"
        },
        {
          "letter": "B",
          "text": "A public hearing"
        },
        {
          "letter": "C",
          "text": "A professional recommendation"
        },
        {
          "letter": "D",
          "text": "A written statement"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "What must be requested to facilitate the re-application of a revoked license?"
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    ],
    "id": "581ccf21-9357-48e8-bdd3-56faaef11186",
    "created_at": "2025-10-15T12:25:42.593487",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.146466"
  },
  {
    "question": "When is a service label required to be used?",
    "answer": "After any service that corrects an issue noted on a yellow or red label",
    "definition": "red label A service label is required after any service that corrects an issue noted on a yellow or red label because these labels indicate that there were deficiencies or concerns identified during an inspection. The yellow label signifies that the system has a potential deficiency that needs to be addressed, while a red label indicates a more critical issue that renders the system inoperable or unsafe. Once the issues have been corrected, placing a service label ensures that it is formally documented that the necessary repairs or changes have been made, thus restoring the system to a compliant status.  In contrast, while routine inspections and system upgrades are important parts of fire safety management, they do not inherently require the affixing of a service label unless they involve correcting issues noted on the yellow or red labels. Therefore, the correct answer emphasizes the need for proper documentation and assurance of safety after addressing specific deficiencies. 99",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "24",
      "stem": "When is a service label required to be used?",
      "correct": "After any service that corrects an issue noted on a yellow or red label",
      "correct_letter": "C",
      "distractors": [
        "After a routine inspection",
        "Before a service begins",
        "When the system is upgraded"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "After a routine inspection"
        },
        {
          "letter": "B",
          "text": "Before a service begins"
        },
        {
          "letter": "C",
          "text": "After any service that corrects an issue noted on a yellow or red label"
        },
        {
          "letter": "D",
          "text": "When the system is upgraded"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "When is a service label required to be used?"
      }
    ],
    "id": "f2f32eec-54c8-4322-aabd-2ee5a416e027",
    "created_at": "2025-10-15T12:25:42.593522",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.146542"
  },
  {
    "question": "How can a person with an unexpired license obtain renewal?",
    "answer": "Pay the renewal fee",
    "definition": "To obtain renewal for an unexpired license, paying the renewal fee is typically the essential step required. This fee is necessary to ensure that the relevant licensing authority continues to have the funds to cover administrative costs and uphold the standards of licensing. The renewal process often requires individuals to demonstrate their ongoing commitment to professional standards, which is facilitated through the payment of this fee.  While there may be other paths to maintain licensure or potentially renew licenses under different circumstances—such as submitting a new application or completing a refresher course—these are generally not the standard approach for straightforward renewal of a currently unexpired license. Automatic renewal is also not commonly applicable, as most licensing systems require proactive steps from the license holder to confirm their intent to continue their professional standing through fee payment or other specified methods. Thus, paying the renewal fee is the correct and straightforward method for maintaining an active, unexpired license.",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "25",
      "stem": "How can a person with an unexpired license obtain renewal?",
      "correct": "Pay the renewal fee",
      "correct_letter": "B",
      "distractors": [
        "Submit a new application",
        "Take a refresher course",
        "Wait for automatic renewal 7"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Submit a new application"
        },
        {
          "letter": "B",
          "text": "Pay the renewal fee"
        },
        {
          "letter": "C",
          "text": "Take a refresher course"
        },
        {
          "letter": "D",
          "text": "Wait for automatic renewal 7"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "How can a person with an unexpired license obtain renewal?"
      }
    ],
    "id": "2d0dd8d4-02d0-4fff-a504-1aadcf3e13fe",
    "created_at": "2025-10-15T12:25:42.593584",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.146607"
  },
  {
    "question": "What is required for an applicant for a Fire Alarm Superintendent license?",
    "answer": "A notification from NICET and proof of Texas engineer registration",
    "definition": "registration To obtain a Fire Alarm Superintendent license in Texas, applicants must provide comprehensive documentation that demonstrates their qualifications and compliance with established safety standards. The requirement of a notification from NICET (National Institute for Certification in Engineering Technologies) is essential as it signifies that the applicant has achieved a recognized level of proficiency and expertise in fire alarm systems. Additionally, proof of Texas engineer registration is mandated, ensuring that the applicant possesses the legal authority to oversee engineering practices in the state, which is crucial for maintaining and upholding safety regulations in fire alarm systems. This combination of credentials guarantees that the individual has both the technical knowledge and the regulatory backing necessary to effectively supervise fire alarm installations and maintenance. 100",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "26",
      "stem": "What is required for an applicant for a Fire Alarm Superintendent license?",
      "correct": "A notification from NICET and proof of Texas engineer registration",
      "correct_letter": "A",
      "distractors": [
        "Just NICET notification",
        "Only proof of certification from an accredited school",
        "A written reference from a licensed technician"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "A notification from NICET and proof of Texas engineer registration"
        },
        {
          "letter": "B",
          "text": "Just NICET notification"
        },
        {
          "letter": "C",
          "text": "Only proof of certification from an accredited school"
        },
        {
          "letter": "D",
          "text": "A written reference from a licensed technician"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "What is required for an applicant for a Fire Alarm Superintendent license?"
      }
    ],
    "id": "6d797e5a-4090-4b82-94b7-75a91a0d2089",
    "created_at": "2025-10-15T12:25:42.593617",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.146669"
  },
  {
    "question": "How should trouble signals sound compared to alarm signals?",
    "answer": "They must be distinctive",
    "definition": "Trouble signals must be distinctive from alarm signals to ensure that individuals can easily differentiate between a normal operational issue and a potential emergency situation. This distinction is critical for quick and effective response actions. Alarm signals are designed to alert occupants to an immediate threat, such as a fire, whereas trouble signals indicate a malfunction or issue that does not pose an immediate danger but still requires attention.   By having unique sound characteristics, the users of the fire alarm system can promptly recognize the nature of the alert. This clear differentiation helps prevent confusion during critical moments and allows for appropriate responses. For example, if an alarm sounded the same during both trouble and emergency situations, occupants might fail to take necessary actions during a fire, believing it is merely an issue with the system.   The emphasis on distinctiveness in the signaling system is a critical aspect of fire safety protocols, ensuring clarity in communication regarding the status of the fire alarm system.",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "27",
      "stem": "How should trouble signals sound compared to alarm signals?",
      "correct": "They must be distinctive",
      "correct_letter": "B",
      "distractors": [
        "They must be indistinguishable",
        "They can be similar in nature",
        "They should be quieter"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "They must be indistinguishable"
        },
        {
          "letter": "B",
          "text": "They must be distinctive"
        },
        {
          "letter": "C",
          "text": "They can be similar in nature"
        },
        {
          "letter": "D",
          "text": "They should be quieter"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "How should trouble signals sound compared to alarm signals?"
      }
    ],
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    "created_at": "2025-10-15T12:25:42.593660",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.146706"
  },
  {
    "question": "What qualifies as a repair in fire alarm systems?",
    "answer": "Restoration to operating condition",
    "definition": "Restoration to operating condition is essential in the context of fire alarm systems as it encompasses the necessary actions taken to bring a malfunctioning or compromised system back to its fully operational state. This emphasizes the importance of ensuring that the fire alarm system is functional, reliable, and able to provide the necessary alerts in case of a fire or emergency.   The broad definition of repair does not limit itself to just minor adjustments or complete overhauls, but focuses on the end goal of making the system work as intended. This means that any actions taken to fix a fault, replace faulty parts, or reconfigure existing components, as long as they lead to the system being operational again, are considered repairs.   In contrast, a complete overhaul of the entire system may go beyond the definition of a repair, as it often involves upgrading or replacing significant portions of the system rather than simply restoring its function. Minor adjustments alone might not suffice if the system is not fully operational. Lastly, replacing equipment without following proper standards does not align with professional practices in fire safety, as it could compromise the integrity and effectiveness of the fire alarm system. Therefore, the notion of restoration to operational condition encompasses a more encompassing approach to fire alarm system repairs. 101",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "28",
      "stem": "What qualifies as a repair in fire alarm systems?",
      "correct": "Restoration to operating condition",
      "correct_letter": "C",
      "distractors": [
        "Complete overhaul of the entire system",
        "Only minor adjustments to existing systems",
        "Replacement of equipment with no standards involved"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Complete overhaul of the entire system"
        },
        {
          "letter": "B",
          "text": "Only minor adjustments to existing systems"
        },
        {
          "letter": "C",
          "text": "Restoration to operating condition"
        },
        {
          "letter": "D",
          "text": "Replacement of equipment with no standards involved"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "What qualifies as a repair in fire alarm systems?"
      }
    ],
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    "created_at": "2025-10-15T12:25:42.593690",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.146728"
  },
  {
    "question": "What must be monitored when audible fire signals are generated using speakers?",
    "answer": "The integrity of the speaker",
    "definition": "When audible fire signals are generated using speakers, monitoring the integrity of the speaker is crucial because it ensures that the speaker is functioning correctly and can effectively produce the necessary alert signals in an emergency situation. If the speaker is compromised due to damage or a fault, it may not emit the alert sound properly, which could endanger lives by failing to alert occupants of a fire.  Integrity monitoring includes checking for issues such as disconnections, physical damage, or sound quality problems. This is vital in fire alarm systems as they rely on clear and audible signals to inform building occupants of potential danger. Proper monitoring helps to maintain the reliability and effectiveness of the fire alarm system as a whole, ensuring that it can perform its function when needed most.   While other factors like volume levels, types of signals, and the power source are important for the overall performance of the fire alarm system, the foundational aspect of having an intact and functioning speaker directly impacts the effectiveness of the alarm in alerting individuals to evacuate or take appropriate actions during an emergency.",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "29",
      "stem": "What must be monitored when audible fire signals are generated using speakers?",
      "correct": "The integrity of the speaker",
      "correct_letter": "A",
      "distractors": [
        "The volume level of the signal",
        "The type of signal being transmitted",
        "The power source for the speakers"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "The integrity of the speaker"
        },
        {
          "letter": "B",
          "text": "The volume level of the signal"
        },
        {
          "letter": "C",
          "text": "The type of signal being transmitted"
        },
        {
          "letter": "D",
          "text": "The power source for the speakers"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "What must be monitored when audible fire signals are generated using speakers?"
      }
    ],
    "id": "1ee3e757-fe6b-48e5-af7a-fe839a8b9f49",
    "created_at": "2025-10-15T12:25:42.593750",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.146781"
  },
  {
    "question": "When must the fire marshal notify a license holder that their license is about to expire?",
    "answer": "At least 30 days before",
    "definition": "The correct time frame for notifying a license holder about the impending expiration of their license is at least 30 days before the license expires. This requirement is in place to ensure that individuals have adequate time to prepare for the renewal process, allowing them to gather any necessary documentation or complete any required continuing education courses. By ensuring that notification is provided at least 30 days in advance, the fire marshal helps prevent lapses in licensure, which could affect individuals' ability to work legally in their respective fields. This provision is vital for maintaining compliance with regulatory standards and ensuring that professionals remain accountable in their duties. Thus, the 30-day notification period is essential for both the license holder's planning and the regulatory body's enforcement of licensing laws. 102",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "30",
      "stem": "When must the fire marshal notify a license holder that their license is about to expire?",
      "correct": "At least 30 days before",
      "correct_letter": "B",
      "distractors": [
        "At least 15 days before",
        "At least 60 days before",
        "At least 90 days before 8"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "At least 15 days before"
        },
        {
          "letter": "B",
          "text": "At least 30 days before"
        },
        {
          "letter": "C",
          "text": "At least 60 days before"
        },
        {
          "letter": "D",
          "text": "At least 90 days before 8"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "When must the fire marshal notify a license holder that their license is about to expire?"
      }
    ],
    "id": "6ad50fef-ae41-4744-a753-957802d808a9",
    "created_at": "2025-10-15T12:25:42.593782",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.146815"
  },
  {
    "question": "What characteristics should a Trouble signal have?",
    "answer": "It must have a distinctive audible signal different from alarm signals",
    "definition": "signals A Trouble signal is designed to alert users to issues that need attention without causing unnecessary alarm. Having a distinctive audible signal that is different from alarm signals is crucial because it helps differentiate between various statuses of the fire alarm system. In practical terms, when a trouble condition arises, such as a fault in wiring, a low battery, or a malfunctioning component, the Trouble signal indicates that there is a non-emergency issue that requires investigation.   A unique sound for the Trouble signal reduces the likelihood of confusion among users, ensuring that they can easily distinguish between various alerts. This clarity helps in the early identification of issues, allowing for a quicker response to resolve the problem, which is essential for maintaining the operational readiness of the fire alarm system.   While accompanying signals like visual alerts can enhance awareness, they are not always a requirement for Trouble signals. Additionally, a silent signal would fail to fulfill its purpose of alerting individuals to an issue needing attention. Lastly, Trouble signals are meant to activate during various conditions, not just maintenance, to ensure that the system remains functional at all times.",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "31",
      "stem": "What characteristics should a Trouble signal have?",
      "correct": "It must have a distinctive audible signal different from alarm signals",
      "correct_letter": "A",
      "distractors": [
        "It should be silent to avoid confusion",
        "It must be accompanied by a visual alert",
        "It should only activate during maintenance"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "It must have a distinctive audible signal different from alarm signals"
        },
        {
          "letter": "B",
          "text": "It should be silent to avoid confusion"
        },
        {
          "letter": "C",
          "text": "It must be accompanied by a visual alert"
        },
        {
          "letter": "D",
          "text": "It should only activate during maintenance"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "What characteristics should a Trouble signal have?"
      }
    ],
    "id": "c3fadfb9-890e-468c-8654-c0b0d70cec88",
    "created_at": "2025-10-15T12:25:42.593809",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.146837"
  },
  {
    "question": "What does a Fire Alarm Monitoring Technician license permit?",
    "answer": "Monitoring fire devices and systems only",
    "definition": "A Fire Alarm Monitoring Technician license specifically authorizes the holder to monitor fire devices and systems. This entails a focus on overseeing alarm signals, ensuring communication pathways are functioning correctly, and responding appropriately to alarms that indicate potential fires or system issues.   The role does not include responsibilities such as the installation of new fire alarm systems, which typically requires a different type of licensing or training. Similarly, activities encompassing all aspects of fire systems or the coding and designing of fire alarm programs would generally fall outside the scope of what this specific license covers. The emphasis for a technician at this level is primarily on monitoring and maintaining existing systems rather than implementing new installations or coding for system designs. 103",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "32",
      "stem": "What does a Fire Alarm Monitoring Technician license permit?",
      "correct": "Monitoring fire devices and systems only",
      "correct_letter": "A",
      "distractors": [
        "Installation of fire alarm systems",
        "All activities related to fire systems",
        "Coding and designing fire alarm programs"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Monitoring fire devices and systems only"
        },
        {
          "letter": "B",
          "text": "Installation of fire alarm systems"
        },
        {
          "letter": "C",
          "text": "All activities related to fire systems"
        },
        {
          "letter": "D",
          "text": "Coding and designing fire alarm programs"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "What does a Fire Alarm Monitoring Technician license permit?"
      }
    ],
    "id": "93767c02-f88b-4e13-ba58-b670831b65e5",
    "created_at": "2025-10-15T12:25:42.593837",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.146861"
  },
  {
    "question": "Which of the following may be a legal consequence of not following fire licensing regulations?",
    "answer": "License suspension or revocation",
    "definition": "The legal consequence of not adhering to fire licensing regulations includes the possibility of license suspension or revocation. Fire licensing regulations are put in place to ensure that individuals and companies comply with safety standards, properly install, and maintain fire alarm systems. If these regulations are violated, it undermines the safety provisions intended to protect lives and property from fire hazards. Therefore, regulatory authorities may respond by suspending or revoking the licenses of those who do not comply. This consequence emphasizes the importance of upholding standards in fire safety to maintain public trust and safety.   The other options, while they might sound plausible in different contexts, do not align as directly with legal consequences linked to licensing regulations. For instance, compensation fines would generally relate to financial penalties imposed for specific infractions, and inability to sell fire systems might be a business consequence rather than a legal one. Increased monitoring costs sounds more like a potential operational issue rather than a direct legal consequence of violating licensing standards.",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "33",
      "stem": "Which of the following may be a legal consequence of not following fire licensing regulations?",
      "correct": "License suspension or revocation",
      "correct_letter": "C",
      "distractors": [
        "Compensation fines",
        "Inability to sell fire systems",
        "Increased monitoring costs"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Compensation fines"
        },
        {
          "letter": "B",
          "text": "Inability to sell fire systems"
        },
        {
          "letter": "C",
          "text": "License suspension or revocation"
        },
        {
          "letter": "D",
          "text": "Increased monitoring costs"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Which of the following may be a legal consequence of not following fire licensing regulations?"
      }
    ],
    "id": "99d0b34f-21d1-4bc9-acfe-957b7d6cc823",
    "created_at": "2025-10-15T12:25:42.593893",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.146916"
  },
  {
    "question": "What is the main purpose of general purpose fire alarm cable?",
    "answer": "For general fire alarm use",
    "definition": "The main purpose of general purpose fire alarm cable is specifically designed for general fire alarm use. This type of cable ensures proper functionality and reliability in fire alarm systems, as it is constructed to meet the performance requirements necessary for signaling under emergency conditions. It is suitable for a variety of applications within fire alarm installations, allowing for flexibility in wiring configurations and layouts where general use is required.  By utilizing general purpose fire alarm cable, installers can ensure that all components of the fire alarm system are interconnected properly and can communicate effectively, which is crucial for detection and alerting in case of fire emergencies. This type of cable is typically rated for fire safety, ensuring that it will not contribute to the spread of fire, and can withstand the conditions that may arise during a fire event.   Other options reflect specific uses or limitations of certain types of cables, but general purpose fire alarm cable serves a broader, more inclusive role in fire alarm systems, making it vital for general fire safety and compliance with industry standards. 104",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "34",
      "stem": "What is the main purpose of general purpose fire alarm cable?",
      "correct": "For general fire alarm use",
      "correct_letter": "B",
      "distractors": [
        "For horizontal runs in ducts",
        "For use where riser cable is needed",
        "For external wiring"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "For horizontal runs in ducts"
        },
        {
          "letter": "B",
          "text": "For general fire alarm use"
        },
        {
          "letter": "C",
          "text": "For use where riser cable is needed"
        },
        {
          "letter": "D",
          "text": "For external wiring"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "What is the main purpose of general purpose fire alarm cable?"
      }
    ],
    "id": "b1223440-8ba9-4b2a-aa1a-d468249c8076",
    "created_at": "2025-10-15T12:25:42.593926",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.146947"
  },
  {
    "question": "What must a Fire Alarm Technician and Residential Fire Alarm Superintendent applicant provide?",
    "answer": "A notification from NICET confirming test passage",
    "definition": "For a Fire Alarm Technician and Residential Fire Alarm Superintendent applicant, providing a notification from NICET confirming test passage is essential because it serves as formal validation of the applicant's knowledge and skills in fire alarm systems. NICET, or the National Institute for Certification in Engineering Technologies, offers certifications that demonstrate the individual's competence in various areas related to fire alarm systems, which is critical for ensuring safety and compliance with industry standards.  In this context, passing the NICET exam confirms that the technician has met established professional benchmarks and possesses the technical expertise necessary for the role. The certification is a significant credential that is often required or highly valued in the field, ensuring that the applicant is qualified to handle fire alarm installations, maintenance, and inspections according to the regulations and standards applicable in Texas.  Other options, such as a written exam report, would not serve as a standardized certification of knowledge like NICET. Proof of employment at a registered firm could be relevant for practical experience but does not demonstrate the specific technical knowledge necessary for the certification the question addresses. A valid first aid certification, while valuable in life safety situations, does not pertain directly to the technical qualification for fire alarm systems. Therefore, the NICET confirmation is the most pertinent and essential requirement for applicants in this field",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "35",
      "stem": "What must a Fire Alarm Technician and Residential Fire Alarm Superintendent applicant provide?",
      "correct": "A notification from NICET confirming test passage",
      "correct_letter": "B",
      "distractors": [
        "A written exam report",
        "Proof of employment at a registered firm",
        "A valid first aid certification 9"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "A written exam report"
        },
        {
          "letter": "B",
          "text": "A notification from NICET confirming test passage"
        },
        {
          "letter": "C",
          "text": "Proof of employment at a registered firm"
        },
        {
          "letter": "D",
          "text": "A valid first aid certification 9"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "What must a Fire Alarm Technician and Residential Fire Alarm Superintendent applicant provide?"
      }
    ],
    "id": "29226a3e-9f06-4522-8a43-e088fafc7a84",
    "created_at": "2025-10-15T12:25:42.593955",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.146970"
  },
  {
    "question": "What does NICET stand for?",
    "answer": "National Institute for Certification in Engineering Technologies",
    "definition": "Technologies Techniques Technologies The correct answer, National Institute for Certification in Engineering Technologies, reflects a recognized organization that offers certification programs across various engineering technologies, including fire alarm systems. NICET provides a framework for professionals to validate their knowledge, skills, and experience in their respective fields, ensuring that certification holds value and credibility in the industry.  Being certified by NICET can enhance professional opportunities and affirm expertise, particularly in specialized areas such as fire alarm and detection systems. The organization sets specific guidelines and standards that both practitioners and employers rely on to maintain quality in engineering practices. Other choices do not accurately represent NICET’s full name or its scope, focusing instead on narrower aspects or incorrect titles. 105",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "36",
      "stem": "What does NICET stand for?",
      "correct": "National Institute for Certification in Engineering Technologies",
      "correct_letter": "A",
      "distractors": [
        "National Institute for Certification in Electrical Technologies",
        "National Institute for Construction and Engineering Techniques",
        "National Institute for Certification in Environmental Technologies"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "National Institute for Certification in Engineering Technologies"
        },
        {
          "letter": "B",
          "text": "National Institute for Certification in Electrical Technologies"
        },
        {
          "letter": "C",
          "text": "National Institute for Construction and Engineering Techniques"
        },
        {
          "letter": "D",
          "text": "National Institute for Certification in Environmental Technologies"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "What does NICET stand for?"
      }
    ],
    "id": "a0651600-0d02-4cff-8dc5-a2c65c447e5c",
    "created_at": "2025-10-15T12:25:42.593983",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.146997"
  },
  {
    "question": "Which of the following is true regarding the installation of P.F.L.A conductors?",
    "answer": "P.F.L.A conductors cannot be attached to exterior surfaces",
    "definition": "When installing Protected Fire Alarm (P.F.L.A) conductors, one of the requirements is that they cannot be attached to exterior surfaces. This guideline is in place to ensure that the integrity and reliability of the fire alarm system are maintained. Exterior surfaces expose the conductors to environmental factors such as moisture, temperature fluctuations, UV radiation, and physical damage, which could compromise their functionality. Fire alarm systems must be highly reliable, and protecting the conductors from these risks is crucial in maintaining a system that ensures optimal operation and can deliver a timely response in emergencies.  In contrast, other options suggest practices or requirements that are not applicable or are less critical. For instance, while P.F.L.A conductors might need certain considerations for their installation—such as being accessible or insulated in specific ways—those details don’t reflect the core requirement related to external surface attachment, which is vital for safety and functionality.",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "37",
      "stem": "Which of the following is true regarding the installation of P.F.L.A conductors?",
      "correct": "P.F.L.A conductors cannot be attached to exterior surfaces",
      "correct_letter": "D",
      "distractors": [
        "P.F.L.A conductors need special insulation",
        "P.F.L.A conductors can be strapped to other cables",
        "P.F.L.A conductors must be routed through accessible areas"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "P.F.L.A conductors need special insulation"
        },
        {
          "letter": "B",
          "text": "P.F.L.A conductors can be strapped to other cables"
        },
        {
          "letter": "C",
          "text": "P.F.L.A conductors must be routed through accessible areas"
        },
        {
          "letter": "D",
          "text": "P.F.L.A conductors cannot be attached to exterior surfaces"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Which of the following is true regarding the installation of P.F.L.A conductors?"
      }
    ],
    "id": "95014a52-eb35-4c6d-86f6-c0c820da142f",
    "created_at": "2025-10-15T12:25:42.594041",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.147058"
  },
  {
    "question": "What is a crucial element to be included on the residential installation label?",
    "answer": "Certification of the installation meeting the fire marshal code",
    "definition": "A crucial element to include on the residential installation label is the certification of the installation meeting the fire marshal code. This certification serves as a guarantee that the fire alarm system has been installed according to the required local and national safety standards, which are designed to ensure the system's reliability and effectiveness in safeguarding the property and occupants. Compliance with the fire marshal code is vital because it reassures homeowners and local authorities that the installation adheres to the necessary regulations that promote fire safety and prevention.  In contrast, while detailed information about the installation team, photographic documentation, and a list of devices installed may provide useful information or support the quality of the installation, they do not carry the same level of legal and safety significance as the certification. The primary objective is to ensure that the system is reliable and meets all required safety standards, making the certification the most critical component of the label. 106",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "38",
      "stem": "What is a crucial element to be included on the residential installation label?",
      "correct": "Certification of the installation meeting the fire marshal code",
      "correct_letter": "A",
      "distractors": [
        "Detailed information about the installation team",
        "Photographic documentation of the installation",
        "A list of devices installed"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Certification of the installation meeting the fire marshal code"
        },
        {
          "letter": "B",
          "text": "Detailed information about the installation team"
        },
        {
          "letter": "C",
          "text": "Photographic documentation of the installation"
        },
        {
          "letter": "D",
          "text": "A list of devices installed"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "What is a crucial element to be included on the residential installation label?"
      }
    ],
    "id": "db7f5b4e-dd94-4ef4-94fa-7919766ec8a7",
    "created_at": "2025-10-15T12:25:42.594075",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.147091"
  },
  {
    "question": "What is used to protect transformers from power-supply conductors?",
    "answer": "An over-current device not rated over 20 Amperes",
    "definition": "Using an over-current device not rated over 20 Amperes is essential for protecting transformers from power-supply conductors because it ensures that the transformer operates within its safe limits. Transformers are typically designed to handle specific current loads, and over-current devices are integral to preventing damage from excess current.  When an over-current condition occurs, this type of protective device will trip or blow, interrupting the electrical flow before it can cause overheating or other forms of damage to the transformer. Selecting an over-current device rated not greater than 20 Amperes aligns with the capacity of most transformers, which is designed to handle loads safely without allowing excessive current to pass through them.   This approach provides a balance between ensuring adequate protection and allowing the transformer to function correctly under normal operating conditions. Consequently, the correct rating contributes significantly to system reliability and safety.",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "39",
      "stem": "What is used to protect transformers from power-supply conductors?",
      "correct": "An over-current device not rated over 20 Amperes",
      "correct_letter": "C",
      "distractors": [
        "An over-current device not rated over 15 Amperes",
        "A fuse rated over 20 Amperes",
        "A circuit breaker rated over 20 Amperes"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "An over-current device not rated over 15 Amperes"
        },
        {
          "letter": "B",
          "text": "A fuse rated over 20 Amperes"
        },
        {
          "letter": "C",
          "text": "An over-current device not rated over 20 Amperes"
        },
        {
          "letter": "D",
          "text": "A circuit breaker rated over 20 Amperes"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "What is used to protect transformers from power-supply conductors?"
      }
    ],
    "id": "7850750d-bf24-47a2-b297-ea2305e21300",
    "created_at": "2025-10-15T12:25:42.594104",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.147112"
  },
  {
    "question": "What should each elevator lobby, elevator hoist way and elevator machine room detector be capable of?",
    "answer": "Initiating elevator recall when all other devices are in alarm condition",
    "definition": "condition Each elevator lobby, elevator hoistway, and elevator machine room detector must be capable of initiating elevator recall when all other devices are in alarm condition. This function is crucial for ensuring the safety of occupants during a fire or emergency situation. When smoke or heat is detected in these areas, the elevator system needs to respond by automatically returning the elevator to a designated safe location, typically the ground level, and keeping it there to prevent individuals from using it until it is safe to do so. This is vital in maintaining safe egress pathways and preventing the elevators from potentially becoming traps during an emergency.   The other options refer to functions that, while relevant to elevator systems, do not address the specific safety requirements tied to fire alarms and emergency situations. Monitoring air quality, controlling elevator traffic, and recording usage data may have their respective roles in building management or monitoring systems but do not provide the immediate life-saving response necessary in emergency conditions like the ability to execute elevator recall. 107",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "40",
      "stem": "What should each elevator lobby, elevator hoist way and elevator machine room detector be capable of?",
      "correct": "Initiating elevator recall when all other devices are in alarm condition",
      "correct_letter": "B",
      "distractors": [
        "Monitoring air quality",
        "Controlling the flow of elevator traffic",
        "Recording elevator usage data 10"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Monitoring air quality"
        },
        {
          "letter": "B",
          "text": "Initiating elevator recall when all other devices are in alarm condition"
        },
        {
          "letter": "C",
          "text": "Controlling the flow of elevator traffic"
        },
        {
          "letter": "D",
          "text": "Recording elevator usage data 10"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "What should each elevator lobby, elevator hoist way and elevator machine room detector be capable of"
      }
    ],
    "id": "e620d3e8-3f2c-4adf-87a7-5937e2d092e8",
    "created_at": "2025-10-15T12:25:42.594132",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.147132"
  },
  {
    "question": "What happens if you submit an incomplete renewal application?",
    "answer": "You are given 30 days to complete it",
    "definition": "When you submit an incomplete renewal application, the process typically involves a specific timeline for corrections. In this case, being given a set period, such as 30 days, to complete the application allows you an opportunity to rectify any missing information or documentation that may have been overlooked. This grace period is designed to assist applicants in meeting the requirements without having to face immediate penalties, which could include the risk of license loss or outright denial of the application. This flexibility is beneficial as it encourages applicants to ensure that all necessary information is submitted correctly.   Other options include serious consequences for not meeting application requirements, but the ability to complete the application within a specified timeframe provides a supportive mechanism in the renewal process.",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "41",
      "stem": "What happens if you submit an incomplete renewal application?",
      "correct": "You are given 30 days to complete it",
      "correct_letter": "B",
      "distractors": [
        "You may lose your license",
        "Your application is denied",
        "You must resubmit a complete application"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "You may lose your license"
        },
        {
          "letter": "B",
          "text": "You are given 30 days to complete it"
        },
        {
          "letter": "C",
          "text": "Your application is denied"
        },
        {
          "letter": "D",
          "text": "You must resubmit a complete application"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "What happens if you submit an incomplete renewal application?"
      }
    ],
    "id": "d62e99e6-ae26-4177-8f34-f2b3fd673021",
    "created_at": "2025-10-15T12:25:42.594189",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.147183"
  },
  {
    "question": "What type of actions may constitute a criminal offense in regard to fire licensing?",
    "answer": "Planning, installing, or monitoring systems without a license",
    "definition": "Planning, installing, or monitoring fire alarm systems without a license constitutes a criminal offense because these activities directly involve the implementation and operational management of life safety systems. Licensing is critical in the fire alarm industry to ensure that individuals possess the necessary training, knowledge, and skills to perform these tasks safely and effectively. Unauthorized actions in these areas can compromise the safety of individuals and properties, as they might lead to improper installations, inadequate monitoring, or failure to comply with relevant codes and standards. Such oversights can result in detrimental consequences, including increased risk of fire hazards and legal liabilities.   While selling fire alarms without a license and partnering with unlicensed individuals also raise concerns regarding compliance and safety, the most direct impact and potential for danger stem from executing technical tasks like planning and installation without proper certification. As for installing smoke detectors independently, while it may involve less complexity, it still can pose risks if done improperly, but it does not exhibit the same level of technical responsibility as the other options. 108",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "42",
      "stem": "What type of actions may constitute a criminal offense in regard to fire licensing?",
      "correct": "Planning, installing, or monitoring systems without a license",
      "correct_letter": "B",
      "distractors": [
        "Selling fire alarms without a license",
        "Installing smoke detectors independently",
        "Partnering with unlicensed individuals"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Selling fire alarms without a license"
        },
        {
          "letter": "B",
          "text": "Planning, installing, or monitoring systems without a license"
        },
        {
          "letter": "C",
          "text": "Installing smoke detectors independently"
        },
        {
          "letter": "D",
          "text": "Partnering with unlicensed individuals"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "What type of actions may constitute a criminal offense in regard to fire licensing?"
      }
    ],
    "id": "5ac52cda-9163-4b21-8818-a82e377cc354",
    "created_at": "2025-10-15T12:25:42.594219",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.147206"
  },
  {
    "question": "What is the primary function of a smoke detector?",
    "answer": "A device that detects both visible and invisible combustion particles",
    "definition": "particles The primary function of a smoke detector is to identify the presence of smoke, which can indicate a fire. It does this by detecting combustion particles in the air. Smoke detectors generally work by sensing either visible particles, which are often produced by larger flames, or invisible particles that are present in the smoke produced by smoldering materials. This capability allows the device to provide an early warning of a potential fire, enabling occupants to take safety precautions and evacuate if necessary.  This choice highlights the essential role of smoke detectors in fire safety by monitoring specific indicators of combustion. While other devices play roles in fire prevention or suppression, the smoke detector's unique capacity to detect combustible particles directly relates to its primary function.",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "43",
      "stem": "What is the primary function of a smoke detector?",
      "correct": "A device that detects both visible and invisible combustion particles",
      "correct_letter": "B",
      "distractors": [
        "A device that prevents fire outbreaks",
        "A device that measures temperature changes",
        "A device that activates sprinklers"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "A device that prevents fire outbreaks"
        },
        {
          "letter": "B",
          "text": "A device that detects both visible and invisible combustion particles"
        },
        {
          "letter": "C",
          "text": "A device that measures temperature changes"
        },
        {
          "letter": "D",
          "text": "A device that activates sprinklers"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "What is the primary function of a smoke detector?"
      }
    ],
    "id": "6964f7ae-e138-4528-af7e-0552eb6e8f86",
    "created_at": "2025-10-15T12:25:42.594249",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.147228"
  },
  {
    "question": "When should a red label be attached to a fire alarm system?",
    "answer": "If the system does not function or is inoperable",
    "definition": "A red label is used to indicate that a fire alarm system does not function or is inoperable. This labeling is essential for safety and compliance, as it informs building occupants and emergency responders that the fire alarm system is currently not operational and that they should take necessary precautions. This alert helps prevent reliance on a faulty system during an emergency, which could lead to dangerous situations.  In contrast, the other options relate to operational states or conditions where a red label would not be appropriate. For instance, if a system is fully operational or passes inspection, there is no need for caution labels, as it indicates that the system is functioning as intended. Additionally, newly installed systems should undergo testing and verification processes to ensure functionality before being labeled appropriately, rather than receiving a warning label. 109",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "44",
      "stem": "When should a red label be attached to a fire alarm system?",
      "correct": "If the system does not function or is inoperable",
      "correct_letter": "B",
      "distractors": [
        "If the system is fully operational",
        "If the system is newly installed",
        "If the system passes inspection"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "If the system is fully operational"
        },
        {
          "letter": "B",
          "text": "If the system does not function or is inoperable"
        },
        {
          "letter": "C",
          "text": "If the system is newly installed"
        },
        {
          "letter": "D",
          "text": "If the system passes inspection"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "When should a red label be attached to a fire alarm system?"
      }
    ],
    "id": "b1f96814-259a-49bd-aa22-61c4029ac959",
    "created_at": "2025-10-15T12:25:42.594276",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.147250"
  },
  {
    "question": "What is the additional fee for renewing a license that has been expired for less than 90 days?",
    "answer": "No more than one fourth of the original fee",
    "definition": "The additional fee for renewing a license that has been expired for less than 90 days is no more than one fourth of the original fee. This structure is often established to encourage timely renewal of licenses and to provide a financial incentive for maintaining currency. When a license has lapsed for a short duration, a reduced fee reflects the lesser administrative burden on the licensing authority, as they still have records of the individual’s past license standing and qualifications. This approach also seeks to reduce the financial barrier for individuals who may have simply let their licenses lapse due to oversight rather than negligence.  In comparison, full fees or flat fees, as seen in other options, could discourage individuals from renewing their licenses once expired, leading to fewer professionals in compliance with licensing requirements. Thus, the one-fourth charge is conducive to maintaining an active and compliant workforce in fields requiring licensure while minimizing disruption to the individuals affected.",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "45",
      "stem": "What is the additional fee for renewing a license that has been expired for less than 90 days?",
      "correct": "No more than one fourth of the original fee",
      "correct_letter": "C",
      "distractors": [
        "None",
        "Equal to the original fee",
        "A flat fee of $50 11"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "None"
        },
        {
          "letter": "B",
          "text": "Equal to the original fee"
        },
        {
          "letter": "C",
          "text": "No more than one fourth of the original fee"
        },
        {
          "letter": "D",
          "text": "A flat fee of $50 11"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "What is the additional fee for renewing a license that has been expired for less than 90 days?"
      }
    ],
    "id": "1bb5fea1-9ed5-4509-9e45-46029fa27c30",
    "created_at": "2025-10-15T12:25:42.594303",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.147298"
  },
  {
    "question": "Which of the following can municipalities demand in relation to fire alarm regulations?",
    "answer": "Higher service standards than state law",
    "definition": "Municipalities have the authority to implement fire alarm regulations that may exceed the minimum requirements set by state law, ensuring a higher safety standard for their communities. This capability allows local governments to tailor their regulations based on the specific needs and risks present in their area, such as building types, population density, and local fire incidents. By establishing higher service standards than state law, municipalities can enforce stricter compliance regarding installation, maintenance, and functionality of fire alarm systems, ultimately enhancing overall fire safety and lowering the potential risk of fire-related emergencies.  In other areas of the question, installing decorative systems might not contribute to safety and is usually not mandated by municipalities. Abandoning existing systems would compromise safety and is generally contrary to fire safety regulations. Eliminating fire inspections would reduce oversight and could increase fire risks; hence, municipalities strive to maintain inspection protocols to ensure compliance with safety standards. 110",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "46",
      "stem": "Which of the following can municipalities demand in relation to fire alarm regulations?",
      "correct": "Higher service standards than state law",
      "correct_letter": "B",
      "distractors": [
        "Installation of decorative systems",
        "Abandonment of existing systems",
        "Elimination of fire inspections"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Installation of decorative systems"
        },
        {
          "letter": "B",
          "text": "Higher service standards than state law"
        },
        {
          "letter": "C",
          "text": "Abandonment of existing systems"
        },
        {
          "letter": "D",
          "text": "Elimination of fire inspections"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Which of the following can municipalities demand in relation to fire alarm regulations?"
      }
    ],
    "id": "ae38d475-919c-417f-b165-25924ea7d0ef",
    "created_at": "2025-10-15T12:25:42.594360",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.147324"
  },
  {
    "question": "What can happen if fire licensing rules are violated?",
    "answer": "The state fire Marshall may take action after a hearing",
    "definition": "When fire licensing rules are violated, the state fire marshal plays a critical role in maintaining safety and compliance within the industry. If a violation occurs, the state fire marshal may conduct a hearing to investigate the circumstances surrounding the alleged infraction. This process ensures that all parties are given an opportunity to present their case, and it allows for a thorough examination of the details before any final decisions are made regarding the status of the license.  The hearing process is important because it underscores the principle of due process, ensuring that the licensee has an opportunity to defend themselves against allegations. Based on the findings from the hearing, the state fire marshal has the authority to impose various penalties, which might include suspension or revocation of the license, depending on the severity of the violation.  In contrast, immediate suspension of a license might not be standard protocol without a thorough process, and guarantees of revocation without proper investigation could be seen as unjust. Additionally, merely issuing a warning would not reflect the serious nature of violations that put safety at risk, hence the necessity of the hearing process conducted by the state fire marshal for appropriate actions to be taken.",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "47",
      "stem": "What can happen if fire licensing rules are violated?",
      "correct": "The state fire Marshall may take action after a hearing",
      "correct_letter": "C",
      "distractors": [
        "The license may be suspended immediately",
        "The license is guaranteed to be revoked",
        "A warning will be issued, no further actions"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "The license may be suspended immediately"
        },
        {
          "letter": "B",
          "text": "The license is guaranteed to be revoked"
        },
        {
          "letter": "C",
          "text": "The state fire Marshall may take action after a hearing"
        },
        {
          "letter": "D",
          "text": "A warning will be issued, no further actions"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "What can happen if fire licensing rules are violated?"
      }
    ],
    "id": "50868f2b-59dd-4008-bec5-c7231a5bdbff",
    "created_at": "2025-10-15T12:25:42.594390",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.147346"
  },
  {
    "question": "What essential aspect does the installation label certify?",
    "answer": "That the installation meets applicable codes and standards",
    "definition": "dealers The installation label serves as a verification that the fire alarm system installation complies with the relevant codes and standards established by local, state, and national regulatory bodies. This is crucial because fire alarm systems are subject to strict safety standards to ensure they operate effectively in the event of an emergency. An installation that meets these codes indicates that it has been subjected to proper testing, inspection, and adherence to safety regulations, which ultimately contributes to the reliability and effectiveness of the fire alarm system.   The focus of the installation label is safety and compliance rather than financial considerations or vendor relationships. Therefore, aspects such as budget constraints or the status of the contractor regarding bidding are insignificant in the context of the installation label's certification. 111",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "48",
      "stem": "What essential aspect does the installation label certify?",
      "correct": "That the installation meets applicable codes and standards",
      "correct_letter": "B",
      "distractors": [
        "That the installation was completed within budget",
        "That the devices used were purchased from authorized dealers",
        "That the installation was done by the lowest bidder"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "That the installation was completed within budget"
        },
        {
          "letter": "B",
          "text": "That the installation meets applicable codes and standards"
        },
        {
          "letter": "C",
          "text": "That the devices used were purchased from authorized dealers"
        },
        {
          "letter": "D",
          "text": "That the installation was done by the lowest bidder"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "What essential aspect does the installation label certify?"
      }
    ],
    "id": "7404f85a-be27-4882-95d5-16dbb7adf2b4",
    "created_at": "2025-10-15T12:25:42.594419",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.147367"
  },
  {
    "question": "What aspect is required before dispatching fire services in monitored properties?",
    "answer": "Contacting the monitored property",
    "definition": "Before dispatching fire services to monitored properties, contacting the monitored property is crucial. This action serves to confirm whether there is indeed an emergency that necessitates the involvement of the fire department. Communicating with the monitored property allows for the verification of the alarm activation, and it helps ensure that resources are not wasted on false alarms. Many systems are designed to first establish contact to determine if the situation is legitimate before taking the next steps in responding to an alarm. This protocol enhances the effectiveness of emergency response and minimizes unnecessary deployments.  Other options, such as obtaining approval from building owners or verifying insurance details, while important in other contexts, do not directly pertain to the immediate need for confirmation of an alarm activation during a callout. Additionally, while maintaining logs is essential for overall system performance and compliance, it is not a prerequisite for dispatching emergency services in the context of a triggered alarm.",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "49",
      "stem": "What aspect is required before dispatching fire services in monitored properties?",
      "correct": "Contacting the monitored property",
      "correct_letter": "B",
      "distractors": [
        "Approval from building owners",
        "Verification of insurance details",
        "Completion of maintenance logs"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Approval from building owners"
        },
        {
          "letter": "B",
          "text": "Contacting the monitored property"
        },
        {
          "letter": "C",
          "text": "Verification of insurance details"
        },
        {
          "letter": "D",
          "text": "Completion of maintenance logs"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "What aspect is required before dispatching fire services in monitored properties?"
      }
    ],
    "id": "9169886e-a15e-4cca-8e27-c2e35f2915fa",
    "created_at": "2025-10-15T12:25:42.594447",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.147416"
  },
  {
    "question": "Which cable is specifically designed for vertical wire runs between floors?",
    "answer": "Riser cable",
    "definition": "Riser cable is specifically designed for vertical wire runs between floors, which is vital in multi-story buildings. This type of cable is constructed to meet fire safety standards, ensuring that it is less likely to propagate flames in the event of a fire. Riser cables typically have a fire-resistant jacket that helps to limit the spread of fire and smoke between floors where the cable is run vertically.  In contrast, plenum cables are designed for use in air handling spaces and are usually used in horizontal applications. General-purpose cables do not have the same fire-resistance characteristics as riser cables, making them unsuitable for vertical installations where fire spread is a concern. Indoor rated cables may be used in spaces that are not exposed to external elements but are not specifically engineered for vertical riser applications, which increases the risk if a fire were to occur. Therefore, riser cable is the correct choice for ensuring safety and compliance in vertical runs between floors. 112",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "50",
      "stem": "Which cable is specifically designed for vertical wire runs between floors?",
      "correct": "Riser cable",
      "correct_letter": "C",
      "distractors": [
        "Plenum cable",
        "General purpose cable",
        "Indoor rated cable 12"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Plenum cable"
        },
        {
          "letter": "B",
          "text": "General purpose cable"
        },
        {
          "letter": "C",
          "text": "Riser cable"
        },
        {
          "letter": "D",
          "text": "Indoor rated cable 12"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Which cable is specifically designed for vertical wire runs between floors?"
      }
    ],
    "id": "b27d5128-f4bc-4b61-9893-565cb33b9597",
    "created_at": "2025-10-15T12:25:42.594510",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.147443"
  },
  {
    "question": "Which of the following best describes the responsibilities of a Fire Alarm Technician?",
    "answer": "Installing, servicing, testing, maintaining, and monitoring fire devices",
    "definition": "fire devices The responsibilities of a Fire Alarm Technician encompass a comprehensive range of tasks that are essential for ensuring the effective operation of fire alarm systems. These tasks include installing fire alarm devices, which involves both the physical setup of the equipment and integrating it into existing systems.   Additionally, the technician is responsible for servicing and maintaining these systems to ensure they remain in working order and comply with safety codes and regulations. This includes routine testing, which verifies that all components function correctly, and performing necessary repairs or replacements of faulty equipment. Monitoring the fire alarm systems is also a critical duty, as it involves keeping an eye on the systems to ensure they are operational and responding to alerts as needed.  This role requires technical knowledge not only about the equipment itself but also about the regulatory standards governing fire safety. By fulfilling these various responsibilities, a Fire Alarm Technician plays a vital role in safeguarding lives and property against fire hazards.",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "51",
      "stem": "Which of the following best describes the responsibilities of a Fire Alarm Technician?",
      "correct": "Installing, servicing, testing, maintaining, and monitoring fire devices",
      "correct_letter": "C",
      "distractors": [
        "Only testing and monitoring fire systems",
        "Designing fire alarm systems and strategy",
        "Selling and marketing fire safety equipment"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Only testing and monitoring fire systems"
        },
        {
          "letter": "B",
          "text": "Designing fire alarm systems and strategy"
        },
        {
          "letter": "C",
          "text": "Installing, servicing, testing, maintaining, and monitoring fire devices"
        },
        {
          "letter": "D",
          "text": "Selling and marketing fire safety equipment"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Which of the following best describes the responsibilities of a Fire Alarm Technician?"
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    "created_at": "2025-10-15T12:25:42.594574",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.147466"
  },
  {
    "question": "When should the first of the three installation inspections occur?",
    "answer": "At the completion of the device back box installation but prior to cable installation",
    "definition": "prior to cable installation The first of the three installation inspections should occur at the completion of the device back box installation but prior to cable installation. Conducting the inspection at this stage is critical because it allows the inspector to evaluate and verify that the installation of back boxes conforms to the approved design and local codes.   This inspection ensures that all back boxes are appropriately placed, anchored securely, and adhere to specified dimensions required for the device that will be mounted. It also allows for the identification of any potential issues before the more complex and time-consuming process of cable installation begins, thereby minimizing the need for additional rework or modifications later in the installation process.   Waiting until after the entire system has been installed, before activation, or prior to any devices being installed compromises both the quality control process and the efficiency of the overall installation. By addressing any concerns at the back box stage, the overall integrity and functionality of the fire alarm system can be maintained, ensuring a safer and more reliable outcome once fully operational. 113",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "52",
      "stem": "When should the first of the three installation inspections occur?",
      "correct": "At the completion of the device back box installation but prior to cable installation",
      "correct_letter": "C",
      "distractors": [
        "After the installation of the entire system",
        "Before any devices are installed",
        "Before the system is activated"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "After the installation of the entire system"
        },
        {
          "letter": "B",
          "text": "Before any devices are installed"
        },
        {
          "letter": "C",
          "text": "At the completion of the device back box installation but prior to cable installation"
        },
        {
          "letter": "D",
          "text": "Before the system is activated"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "When should the first of the three installation inspections occur?"
      }
    ],
    "id": "fd369af4-aeeb-4d5a-a2c6-c2a63d24b9ad",
    "created_at": "2025-10-15T12:25:42.594607",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.147497"
  },
  {
    "question": "What does F.P.L.P stand for?",
    "answer": "Power Limited Fire Alarm Plenum",
    "definition": "F.P.L.P stands for Power Limited Fire Alarm Plenum. This term is used in the context of fire alarm systems and refers to a specific type of wiring that is designed to minimize the potential for conducting power that could lead to a fire hazard. Power-limited circuits ensure that the electrical current is maintained within safe limits, which is particularly important in plenum spaces where air circulation for HVAC systems occurs.   These plenum-rated cables are meant to be used in spaces that carry environmental air and must meet certain flammability ratings and other safety standards to reduce the risk of fire and smoke propagation. Using power-limited fire alarm plenum wiring helps ensure that the fire alarm system operates effectively while adhering to safety regulations.   The other choices refer to terms that may sound similar but do not accurately describe the function and regulatory requirements associated with fire alarm systems and wiring in plenum spaces.",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "53",
      "stem": "What does F.P.L.P stand for?",
      "correct": "Power Limited Fire Alarm Plenum",
      "correct_letter": "C",
      "distractors": [
        "Fire Protection Limited Plenum",
        "Fire Panel Low Power",
        "Fire Limited Power Plenum"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Fire Protection Limited Plenum"
        },
        {
          "letter": "B",
          "text": "Fire Panel Low Power"
        },
        {
          "letter": "C",
          "text": "Power Limited Fire Alarm Plenum"
        },
        {
          "letter": "D",
          "text": "Fire Limited Power Plenum"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "What does F.P.L.P stand for?"
      }
    ],
    "id": "25bb7f26-6e8d-4a3a-bf50-9626b8003aa7",
    "created_at": "2025-10-15T12:25:42.594668",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.147561"
  },
  {
    "question": "What is the maximum time frame for the state fire marshal to inform examiners of their results?",
    "answer": "30 days",
    "definition": "The state fire marshal is required to inform examiners of their results within a maximum time frame of 30 days. This timeframe is established to ensure that those who have taken the examination receive timely feedback, allowing them to either proceed with licensure or address any issues that may need resolution quickly. Timely results are crucial for maintaining an efficient flow in the licensure process, which is important for both the candidates and the regulatory body overseeing the fire prevention practices in Texas. Ensuring that this process runs smoothly supports the overall goal of maintaining public safety through properly trained and licensed fire protection professionals. 114",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "54",
      "stem": "What is the maximum time frame for the state fire marshal to inform examiners of their results?",
      "correct": "30 days",
      "correct_letter": "B",
      "distractors": [
        "15 days",
        "45 days",
        "60 days"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "15 days"
        },
        {
          "letter": "B",
          "text": "30 days"
        },
        {
          "letter": "C",
          "text": "45 days"
        },
        {
          "letter": "D",
          "text": "60 days"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "What is the maximum time frame for the state fire marshal to inform examiners of their results?"
      }
    ],
    "id": "71304b97-31a5-4dec-994d-635c24cc7ae5",
    "created_at": "2025-10-15T12:25:42.594765",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.147592"
  },
  {
    "question": "What is the role of a Digital Alarm Communicator Receiver (D.A.C.R)?",
    "answer": "To accept and display signals sent via the public phone network",
    "definition": "network The Digital Alarm Communicator Receiver (D.A.C.R) is specifically designed to accept and display signals transmitted over the public phone network. This device plays a crucial role in the fire alarm system by receiving alarm signals from remote locations, such as alarm panels or monitoring stations, and displaying those signals in a readable format. The use of the public phone network allows for reliable communication between the alarm system and monitoring stations, ensuring timely responses to emergencies. Understanding the function of a D.A.C.R. is vital for those in the fire alarm industry, as it highlights the importance of effective communication systems in monitoring fire alarms. The device does not directly act on alarm signals, convert analog signals, or send signals to fire stations; rather, it serves as an intermediary that facilitates communication of alarm events to the appropriate parties or systems. This clarity in its primary function underscores its critical role in alarm monitoring and response protocols.",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "55",
      "stem": "What is the role of a Digital Alarm Communicator Receiver (D.A.C.R)?",
      "correct": "To accept and display signals sent via the public phone network",
      "correct_letter": "B",
      "distractors": [
        "To directly act on alarm signals",
        "To convert analog signals to digital for processing",
        "To send signals to fire stations 13"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "To directly act on alarm signals"
        },
        {
          "letter": "B",
          "text": "To accept and display signals sent via the public phone network"
        },
        {
          "letter": "C",
          "text": "To convert analog signals to digital for processing"
        },
        {
          "letter": "D",
          "text": "To send signals to fire stations 13"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "What is the role of a Digital Alarm Communicator Receiver (D.A.C.R)?"
      }
    ],
    "id": "45b91094-06b4-41e4-a361-acff4b6a8d36",
    "created_at": "2025-10-15T12:25:42.594836",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.147613"
  },
  {
    "question": "Which characteristic should be present in a safe fire alarm cable?",
    "answer": "Low smoke production",
    "definition": "A safe fire alarm cable should ideally exhibit low smoke production. This characteristic is crucial because, in the event of a fire, the smoke generated can severely impact visibility and air quality, posing additional hazards to occupants and first responders. Low smoke production ensures that, if the cable does catch fire, it will emit less smoke, making evacuation safer and enabling better visibility for rescue operations.   Prioritizing low smoke production aligns with fire safety codes and standards, which aim to minimize hazards stemming from smoke inhalation and obstruction during an emergency. This characteristic is particularly relevant in enclosed environments such as commercial buildings and residential complexes where rapid evacuation may be necessary. 115",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "56",
      "stem": "Which characteristic should be present in a safe fire alarm cable?",
      "correct": "Low smoke production",
      "correct_letter": "B",
      "distractors": [
        "High smoke production",
        "No fire resistance",
        "Non-conductive material"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "High smoke production"
        },
        {
          "letter": "B",
          "text": "Low smoke production"
        },
        {
          "letter": "C",
          "text": "No fire resistance"
        },
        {
          "letter": "D",
          "text": "Non-conductive material"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Which characteristic should be present in a safe fire alarm cable?"
      }
    ],
    "id": "4c092c74-22d3-49d0-aea7-eb67b91a5588",
    "created_at": "2025-10-15T12:25:42.594880",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.147647"
  },
  {
    "question": "What must all fire/supervisory signals sound like?",
    "answer": "Distinctive from other signals",
    "definition": "All fire and supervisory signals must be distinctive from other signals to ensure immediate recognition and appropriate response. This differentiation is crucial in emergency situations where clarity and urgency are paramount. A signal that is easily identifiable reduces confusion, allowing occupants and first responders to react swiftly and appropriately.   For example, if fire alarm signals sounded similar to everyday sounds or other signals, there could be a delay or failure in recognizing a fire emergency, which could lead to dangerous situations. The specific tones, patterns, and volumes established are designed to be heard distinctly above normal background noise and ensure that they are recognized as a fire or supervisory alert instantly. This characteristic is fundamental for the safety of occupants in any building or facility, ensuring that they can evacuate or take appropriate actions without hesitation.",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "57",
      "stem": "What must all fire/supervisory signals sound like?",
      "correct": "Distinctive from other signals",
      "correct_letter": "B",
      "distractors": [
        "Similar to alarm signals",
        "Quiet and soft",
        "Regular and monotonous"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Similar to alarm signals"
        },
        {
          "letter": "B",
          "text": "Distinctive from other signals"
        },
        {
          "letter": "C",
          "text": "Quiet and soft"
        },
        {
          "letter": "D",
          "text": "Regular and monotonous"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "What must all fire/supervisory signals sound like?"
      }
    ],
    "id": "3af2b8e9-85be-4c0c-80f4-b01baa5a23c9",
    "created_at": "2025-10-15T12:25:42.594939",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.147667"
  },
  {
    "question": "Why is it important for trouble signals to have a distinctive sound?",
    "answer": "To prevent confusion with alarm signals",
    "definition": "Having a distinctive sound for trouble signals is crucial primarily because it helps prevent confusion with alarm signals. In the context of fire alarm systems, different tones indicate different statuses, and a clear differentiation between a trouble signal and an alarm signal is essential for effective communication and response.   When firefighters or building occupants hear an alarm signal, they need to understand that there is an immediate danger requiring action. Conversely, a trouble signal indicates that there is an issue or malfunction within the system that does not pose an immediate threat, such as a low battery or a disconnect. If both signals had the same sound, it could lead to significant confusion, potentially causing inappropriate responses to a non-emergency situation and delaying action during a real alarm. Ensuring trouble signals have a unique sound supports safety and swift identification of issues, facilitating timely maintenance action without undermining the urgency of an actual alarm. 116",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "58",
      "stem": "Why is it important for trouble signals to have a distinctive sound?",
      "correct": "To prevent confusion with alarm signals",
      "correct_letter": "B",
      "distractors": [
        "To indicate a temporary malfunction",
        "To signal a maintenance need",
        "To reduce nuisance alarms"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "To indicate a temporary malfunction"
        },
        {
          "letter": "B",
          "text": "To prevent confusion with alarm signals"
        },
        {
          "letter": "C",
          "text": "To signal a maintenance need"
        },
        {
          "letter": "D",
          "text": "To reduce nuisance alarms"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Why is it important for trouble signals to have a distinctive sound?"
      }
    ],
    "id": "7f8c8e85-2e19-4262-9975-8df61c56ff45",
    "created_at": "2025-10-15T12:25:42.594976",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.147715"
  },
  {
    "question": "How shall P.F.L.A conductors be installed?",
    "answer": "P.F.L.A conductors should not be strapped or taped to conduit",
    "definition": "conduit P.F.L.A. conductors, which refers to fire alarm conductors and their installation, must adhere to specific guidelines to ensure safety and effectiveness in a fire alarm system. The requirement for P.F.L.A. conductors to not be strapped or taped to conduit is grounded in the need to avoid physical damage and interference that could impede their performance or reliability.   Strapping or taping these conductors to conduit may create points of tension or stress that could damage the insulation or the conductor itself, especially in the event of a fire where physical stress on wiring is more likely. Additionally, allowing the conductors their own space helps prevent the risk of electromagnetic interference from other electrical lines, which could otherwise cause disruptions or false alarms in a fire alarm system.  This guideline emphasizes the importance of maintaining the integrity and functional capacity of the fire alarm system, ensuring that it operates correctly in emergency situations where it is most critical. The designated methods for handling P.F.L.A conductors are an essential aspect of fire safety compliance and effective system performance.",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "59",
      "stem": "How shall P.F.L.A conductors be installed?",
      "correct": "P.F.L.A conductors should not be strapped or taped to conduit",
      "correct_letter": "B",
      "distractors": [
        "P.F.L.A conductors may be strapped to surfaces",
        "P.F.L.A conductors can be attached with mounting tape",
        "P.F.L.A conductors must be hung freely"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "P.F.L.A conductors may be strapped to surfaces"
        },
        {
          "letter": "B",
          "text": "P.F.L.A conductors should not be strapped or taped to conduit"
        },
        {
          "letter": "C",
          "text": "P.F.L.A conductors can be attached with mounting tape"
        },
        {
          "letter": "D",
          "text": "P.F.L.A conductors must be hung freely"
        }
      ]
    },
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      {
        "page": 0,
        "quote": "How shall P.F.L.A conductors be installed?"
      }
    ],
    "id": "660e5684-bf95-462b-8391-e02c25852ab9",
    "created_at": "2025-10-15T12:25:42.595068",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.147742"
  },
  {
    "question": "Why is it important for alarm devices to be properly integrated with the fire alarm system?",
    "answer": "To ensure comprehensive emergency response",
    "definition": "Proper integration of alarm devices with the fire alarm system is crucial as it ensures comprehensive emergency response. When alarm devices, such as smoke detectors, heat sensors, or manual call points, are effectively connected to the central fire alarm system, they can communicate vital information regarding the presence of smoke, heat, or an emergency situation. This communication is essential for alerting occupants, informing emergency responders, and activating other safety measures (like automatic doors or sprinklers) that facilitate safe evacuation and mitigate damage.   Furthermore, an integrated system can streamline operations during an emergency, allowing for quicker identification of the location and nature of the threat, which is pivotal in orchestrating a timely and effective response. In contrast, a lack of proper integration may lead to delayed alerts or miscommunication, potentially putting lives and property at greater risk during a fire emergency. 117",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "60",
      "stem": "Why is it important for alarm devices to be properly integrated with the fire alarm system?",
      "correct": "To ensure comprehensive emergency response",
      "correct_letter": "B",
      "distractors": [
        "To enhance visual aesthetics of the building",
        "To minimize installation costs",
        "To reduce the need for system updates 14"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "To enhance visual aesthetics of the building"
        },
        {
          "letter": "B",
          "text": "To ensure comprehensive emergency response"
        },
        {
          "letter": "C",
          "text": "To minimize installation costs"
        },
        {
          "letter": "D",
          "text": "To reduce the need for system updates 14"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Why is it important for alarm devices to be properly integrated with the fire alarm system?"
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    "id": "9a83983d-4f38-4bb0-ae59-4730d6238e3c",
    "created_at": "2025-10-15T12:25:42.595131",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.147762"
  },
  {
    "question": "What does a Fire Alarm Technician license allow an individual to do?",
    "answer": "Install, inspect, certifying, servicing, testing, maintaining, and monitoring fire devices and systems",
    "definition": "and monitoring fire devices and systems A Fire Alarm Technician license enables an individual to undertake a broad range of responsibilities associated with fire alarm systems. This includes the installation, inspection, certification, servicing, testing, maintenance, and monitoring of fire devices and systems. Such a comprehensive scope is essential, as it ensures that technicians are equipped to handle all aspects necessary for the effective operation of fire alarm systems, which is vital for safety and compliance with regulations.  By being authorized to perform these functions, licensed technicians contribute significantly to the overall fire safety infrastructure, ensuring that fire alarm systems are not only operational but also compliant with industry standards and codes. This level of expertise is crucial in preventing malfunctions that could lead to devastating outcomes in the event of a fire. Other roles such as operating fire alarm systems, designing fire alarm systems, or selling fire alarm equipment do not encapsulate the full responsibilities that are covered by a technician’s license. Instead, the technician's role is more hands-on with the actual systems and devices, focusing on ensuring that they are correctly installed, maintained, and functional for the safety of occupants in various environments.",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "61",
      "stem": "What does a Fire Alarm Technician license allow an individual to do?",
      "correct": "Install, inspect, certifying, servicing, testing, maintaining, and monitoring fire devices and systems",
      "correct_letter": "C",
      "distractors": [
        "Operate fire alarm systems only",
        "Design fire alarm systems",
        "Sell fire alarm equipment"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Operate fire alarm systems only"
        },
        {
          "letter": "B",
          "text": "Design fire alarm systems"
        },
        {
          "letter": "C",
          "text": "Install, inspect, certifying, servicing, testing, maintaining, and monitoring fire devices and systems"
        },
        {
          "letter": "D",
          "text": "Sell fire alarm equipment"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "What does a Fire Alarm Technician license allow an individual to do?"
      }
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    "id": "a76ef6c6-630b-455d-b17d-12c806187b4b",
    "created_at": "2025-10-15T12:25:42.595168",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.147782"
  },
  {
    "question": "Should the voltage be marked on P.F.L.A cables?",
    "answer": "No, to avoid misapplication",
    "definition": "The correct rationale for the answer is centered around safety and the potential for misapplication of power fire alarm system cables. Marking the voltage on Power Fire Alarm (P.F.L.A) cables is primarily to prevent any confusion that could lead to improper connections, which may pose hazards. By not marking the voltage, there is a reduced risk of users incorrectly applying the cables where higher voltage levels are not warranted or desired.   Safety guidelines and standards often determine labeling practices, and in this case, the rationale reflects a cautious approach that aligns with maintaining operational safety and minimizing risks associated with misapplication. It highlights the idea that leaving the voltage unmarked is a safer practice for users who may not have expertise in handling or determining the correct application for different voltage levels.   While other options may seem reasonable, they do not take into account the overarching goal of minimizing risk associated with potentially hazardous situations that could arise from incorrect usage of the cables. 118",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "62",
      "stem": "Should the voltage be marked on P.F.L.A cables?",
      "correct": "No, to avoid misapplication",
      "correct_letter": "B",
      "distractors": [
        "Yes, for safety",
        "Only if above 300 volts",
        "Yes, on all types"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Yes, for safety"
        },
        {
          "letter": "B",
          "text": "No, to avoid misapplication"
        },
        {
          "letter": "C",
          "text": "Only if above 300 volts"
        },
        {
          "letter": "D",
          "text": "Yes, on all types"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Should the voltage be marked on P.F.L.A cables?"
      }
    ],
    "id": "0c266e35-379e-4d46-bb20-b6f48103409d",
    "created_at": "2025-10-15T12:25:42.595204",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.147835"
  },
  {
    "question": "What coverage amounts are required for general liability insurance for fire alarm firms?",
    "answer": "$100K per incident, $300K annually",
    "definition": "The required coverage amounts for general liability insurance for fire alarm firms have been set to ensure that businesses are adequately protected from various liabilities that can arise during their operations. Choosing an option that provides $100,000 coverage per incident and $300,000 coverage annually reflects a balance between adequate protection and reasonable premiums.  This level of coverage ensures that a fire alarm firm can address potential claims stemming from bodily injury, property damage, or personal injury related to their services. Given the risks involved in the installation and maintenance of fire alarm systems, having sufficient coverage is crucial for protecting the business from lawsuits or claims that could lead to significant financial losses.   The cover amounts also reflect industry standards, which have been established to safeguard businesses while promoting accountability and professionalism in fire safety services. Adequate liability insurance ensures that fire alarm firms can focus on their operations without the constant worry of potential claims impacting their financial stability. Maintaining these coverage levels is not only a good business practice but often a requirement for securing contracts and licensing in many jurisdictions, thereby reinforcing the importance of this choice.",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "63",
      "stem": "What coverage amounts are required for general liability insurance for fire alarm firms?",
      "correct": "$100K per incident, $300K annually",
      "correct_letter": "C",
      "distractors": [
        "$10K for each incident, $30K annually",
        "$50K per incident, $150K annually",
        "$200K per incident, $500K annually"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "$10K for each incident, $30K annually"
        },
        {
          "letter": "B",
          "text": "$50K per incident, $150K annually"
        },
        {
          "letter": "C",
          "text": "$100K per incident, $300K annually"
        },
        {
          "letter": "D",
          "text": "$200K per incident, $500K annually"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "What coverage amounts are required for general liability insurance for fire alarm firms?"
      }
    ],
    "id": "9584fd6a-e1e4-4b39-896b-50eb79f1388e",
    "created_at": "2025-10-15T12:25:42.595265",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.147859"
  },
  {
    "question": "What should a firefighter possess to sell and install fire systems legally?",
    "answer": "A valid license",
    "definition": "To legally sell and install fire alarm systems, a firefighter must possess a valid license. This license typically ensures that the individual has met specific training and education requirements mandated by the state or local authorities. It validates that the individual understands the relevant codes, designs, and installation procedures necessary for fire alarm systems to ensure safety and compliance with legal standards.  In many jurisdictions, including Texas, engaging in the sale or installation of fire alarm systems without the proper licensing can lead to legal and financial penalties. The licensing process often includes passing examinations that test knowledge in applicable laws, fire system technology, and safety protocols. Therefore, having a valid license is crucial not only for legal compliance but also for assuring customers that the service provided will meet safety standards and regulations. 119",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "64",
      "stem": "What should a firefighter possess to sell and install fire systems legally?",
      "correct": "A valid license",
      "correct_letter": "C",
      "distractors": [
        "A certification",
        "A training document",
        "A special permission slip"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "A certification"
        },
        {
          "letter": "B",
          "text": "A training document"
        },
        {
          "letter": "C",
          "text": "A valid license"
        },
        {
          "letter": "D",
          "text": "A special permission slip"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "What should a firefighter possess to sell and install fire systems legally?"
      }
    ],
    "id": "8e4fb39b-bcd1-4f62-8cea-d4922286a751",
    "created_at": "2025-10-15T12:25:42.595299",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.147880"
  },
  {
    "question": "Which statement is true about unlicensed individuals installing fire systems?",
    "answer": "They must always be supervised by a licensed individual",
    "definition": "The statement indicating that unlicensed individuals must always be supervised by a licensed individual is true because regulations governing fire alarm systems are designed to ensure safety and compliance with established standards. The supervision by a licensed individual protects both the integrity of the fire alarm systems being installed and the safety of the public.   By requiring that unlicensed individuals work under the guidance of someone who is properly licensed, the industry ensures that installations meet the necessary codes and standards. This helps prevent errors that could lead to malfunctioning alarm systems, which in turn could put lives at risk in emergency situations.   Supervision guarantees that unlicensed workers receive the appropriate training and oversight to complete their tasks correctly and safely, thus upholding the quality and reliability of fire safety measures.",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "65",
      "stem": "Which statement is true about unlicensed individuals installing fire systems?",
      "correct": "They must always be supervised by a licensed individual",
      "correct_letter": "B",
      "distractors": [
        "They can perform any installations without supervision",
        "They can install any equipment without restrictions",
        "They are allowed to install commercial systems 15"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "They can perform any installations without supervision"
        },
        {
          "letter": "B",
          "text": "They must always be supervised by a licensed individual"
        },
        {
          "letter": "C",
          "text": "They can install any equipment without restrictions"
        },
        {
          "letter": "D",
          "text": "They are allowed to install commercial systems 15"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Which statement is true about unlicensed individuals installing fire systems?"
      }
    ],
    "id": "072fe49f-88c8-4165-a4a5-479ddb6ea9c7",
    "created_at": "2025-10-15T12:25:42.595330",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.147903"
  },
  {
    "question": "For what purpose must detectors be listed?",
    "answer": "For the purpose for which they are being used",
    "definition": "Detectors must be listed for the purpose for which they are being used to ensure they meet specific standards and regulations. This listing confirms that the detectors have undergone rigorous testing and evaluation to verify their effectiveness for particular applications, such as smoke detection, heat detection, or combination units. When detectors are utilized according to their specific listing, it enhances safety and reliability in a fire alarm system. For example, using a smoke detector in a high-heat environment without the appropriate listing could lead to failure in detection, which poses a significant safety risk.   The other contexts, such as manufacturer specifications or aesthetic compatibility, do not encapsulate the primary reason for listing. While compatibility with alarm panels is important, it stems from the requirement of ensuring that devices are appropriate for their intended protective function, consistent with their listing. Thus, understanding the purpose of detectors and adhering to their listings is crucial for maintaining a safe and compliant fire alarm system. 120",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "66",
      "stem": "For what purpose must detectors be listed?",
      "correct": "For the purpose for which they are being used",
      "correct_letter": "B",
      "distractors": [
        "For the specifications required by the manufacturer",
        "For compatibility with alarm panels",
        "For aesthetic compatibility with building design"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "For the specifications required by the manufacturer"
        },
        {
          "letter": "B",
          "text": "For the purpose for which they are being used"
        },
        {
          "letter": "C",
          "text": "For compatibility with alarm panels"
        },
        {
          "letter": "D",
          "text": "For aesthetic compatibility with building design"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "For what purpose must detectors be listed?"
      }
    ],
    "id": "b1b76da3-800a-421e-945f-8bc637edc143",
    "created_at": "2025-10-15T12:25:42.595399",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.147951"
  },
  {
    "question": "What should a yellow label indicate about the fire alarm system?",
    "answer": "The system does not comply with applicable codes",
    "definition": "A yellow label on a fire alarm system serves as a critical indicator that the system does not comply with applicable codes. This designation alerts technicians and building personnel that there are deficiencies or violations that need to be addressed.   The use of color-coded labels, such as yellow in this case, helps to quickly communicate the status of the system and prioritize necessary actions. A yellow label is a warning that while the system may still function to some extent, it does not meet the required standards for safety and compliance. This is an important aspect in maintaining overall safety in a building, as it ensures that all fire alarm systems are adequately maintained and operational according to the established codes and regulations.",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "67",
      "stem": "What should a yellow label indicate about the fire alarm system?",
      "correct": "The system does not comply with applicable codes",
      "correct_letter": "D",
      "distractors": [
        "The system is fully compliant",
        "The system requires immediate attention",
        "The system is safe for operation"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "The system is fully compliant"
        },
        {
          "letter": "B",
          "text": "The system requires immediate attention"
        },
        {
          "letter": "C",
          "text": "The system is safe for operation"
        },
        {
          "letter": "D",
          "text": "The system does not comply with applicable codes"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "What should a yellow label indicate about the fire alarm system?"
      }
    ],
    "id": "258e2a26-d474-456a-8b82-6da1ace4b182",
    "created_at": "2025-10-15T12:25:42.595487",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.147978"
  },
  {
    "question": "What type of environment is general purpose cable typically used in?",
    "answer": "General fire alarm situations",
    "definition": "General purpose cable is primarily designed for use in applications that do not present significant environmental hazards. These cables are intended for general fire alarm situations, where they can be installed in various concealed spaces or exposed areas without requiring specialized features that protect against extreme conditions.  In general fire alarm applications, the emphasis is on the safe and effective transmission of signals within typical indoor environments, where the risk of environmental factors affecting the performance of the cable is minimal. This includes areas such as offices, commercial buildings, and residential settings where temperature, moisture, and other environmental factors are managed effectively.   Other choices relate to more specialized environments. For instance, underground installations would demand cables specifically rated for soil and moisture exposure, while controlled indoor environments and areas requiring ventilation would have particular requirements regarding cable types that can handle conditions like temperature extremes or chemical exposure. Therefore, general purpose cables are well-suited for straightforward fire alarm scenarios due to their reliability and standard construction designed for normal operating conditions. 121",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "68",
      "stem": "What type of environment is general purpose cable typically used in?",
      "correct": "General fire alarm situations",
      "correct_letter": "D",
      "distractors": [
        "Underground installations",
        "Controlled indoor environments",
        "Areas requiring ventilation"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Underground installations"
        },
        {
          "letter": "B",
          "text": "Controlled indoor environments"
        },
        {
          "letter": "C",
          "text": "Areas requiring ventilation"
        },
        {
          "letter": "D",
          "text": "General fire alarm situations"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "What type of environment is general purpose cable typically used in?"
      }
    ],
    "id": "6eb0eb57-5d23-4579-b7fb-b24966b11ae4",
    "created_at": "2025-10-15T12:25:42.595554",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.147999"
  },
  {
    "question": "Under what condition are conductors of 28 A.W.G permitted?",
    "answer": "If spliced with a connector for 26 to 24 A.W.G",
    "definition": "Conductors of 28 A.W.G are permitted when spliced with a connector for 26 to 24 A.W.G due to compatibility and safety standards established in the National Electrical Code (NEC) and relevant industry guidelines. This allows for a secure connection that maintains the integrity of the circuit, ensuring that the 28 A.W.G conductors can function safely within the electrical system.   Using a connector designed for larger gauge conductors ensures that the smaller gauge wires can handle the necessary electrical load without risk of overheating or failure at the connection point. This requirement helps to mitigate the risk associated with using smaller conductors, which are generally more susceptible to damage and have a lower current-carrying capacity. The other options present conditions that do not fully meet the acceptable standards for using 28 A.W.G conductors. Using them solely with a rated power supply may not guarantee safety without proper splicing, while the requirement for shielding is context-dependent and not a blanket rule for all applications. Additionally, using them only in non-combustible areas does not address the necessary electrical connections and compatibility that ensure safety and functionality.",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "69",
      "stem": "Under what condition are conductors of 28 A.W.G permitted?",
      "correct": "If spliced with a connector for 26 to 24 A.W.G",
      "correct_letter": "A",
      "distractors": [
        "If attached to a rated power supply",
        "Only if they are shielded",
        "If used in non-combustible areas"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "If spliced with a connector for 26 to 24 A.W.G"
        },
        {
          "letter": "B",
          "text": "If attached to a rated power supply"
        },
        {
          "letter": "C",
          "text": "Only if they are shielded"
        },
        {
          "letter": "D",
          "text": "If used in non-combustible areas"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Under what condition are conductors of 28 A.W.G permitted?"
      }
    ],
    "id": "26544bd3-3a43-4517-b348-61d56fa7f9b5",
    "created_at": "2025-10-15T12:25:42.595590",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.148019"
  },
  {
    "question": "Is supervision necessary for exterior harm to a sprinkler system?",
    "answer": "Yes, it needs to be supervised",
    "definition": "Supervision is necessary for exterior harm to a sprinkler system because it ensures prompt detection of any issues that may compromise the system's functionality. Sprinkler systems are critical life safety systems designed to protect against fire hazards, and any damage from external sources—such as vehicle impacts, weather, or vandalism—can significantly impair their effectiveness.   Constant supervision allows for immediate action to be taken if a problem arises, which is crucial for maintaining the system's reliability. This oversight can prevent potential failures that could lead to inadequate fire suppression, endangering both life and property. Furthermore, many regulatory standards and building codes mandate such supervision to ensure compliance and optimal operational readiness of fire protection systems, acknowledging the necessity of such safeguards in all environments, not just urban areas or during specific times. 122",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "70",
      "stem": "Is supervision necessary for exterior harm to a sprinkler system?",
      "correct": "Yes, it needs to be supervised",
      "correct_letter": "B",
      "distractors": [
        "No, it can be monitored manually",
        "Only during installation",
        "Yes, but only in urban areas 16"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "No, it can be monitored manually"
        },
        {
          "letter": "B",
          "text": "Yes, it needs to be supervised"
        },
        {
          "letter": "C",
          "text": "Only during installation"
        },
        {
          "letter": "D",
          "text": "Yes, but only in urban areas 16"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Is supervision necessary for exterior harm to a sprinkler system?"
      }
    ],
    "id": "829a41ed-43bc-47dd-812b-d7110fce754a",
    "created_at": "2025-10-15T12:25:42.595666",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.148067"
  },
  {
    "question": "How does an Ionization Smoke detector work?",
    "answer": "It utilizes a small amount of radioactive material to ionize the air",
    "definition": "the air An ionization smoke detector operates by utilizing a small amount of radioactive material, typically Americium-241, which ionizes the air within a detection chamber. This process creates a steady flow of current between two electrodes inside the chamber. When smoke enters this ionized air space, it disrupts the flow of ions and subsequently reduces the current. The detector senses this drop in current, interpreting it as the presence of smoke, which triggers an alarm.  The mechanism relies upon the ionization process, making it particularly sensitive to fast-burning fires that produce little visible smoke. This sensitivity is due to the changes in the ionization levels caused by smoke particles, which are primarily responsible for activating the alarm system in a meaningful way.",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "71",
      "stem": "How does an Ionization Smoke detector work?",
      "correct": "It utilizes a small amount of radioactive material to ionize the air",
      "correct_letter": "B",
      "distractors": [
        "It uses a fan to draw in smoke for detection",
        "It heats air to detect smoke particles",
        "It relies on changes in air pressure to detect particles"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "It uses a fan to draw in smoke for detection"
        },
        {
          "letter": "B",
          "text": "It utilizes a small amount of radioactive material to ionize the air"
        },
        {
          "letter": "C",
          "text": "It heats air to detect smoke particles"
        },
        {
          "letter": "D",
          "text": "It relies on changes in air pressure to detect particles"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "How does an Ionization Smoke detector work?"
      }
    ],
    "id": "83a6aa31-9a3a-4e87-9d92-f288d0b094f2",
    "created_at": "2025-10-15T12:25:42.595695",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.148092"
  },
  {
    "question": "What does the tag on fire alarm plans and record drawings signify?",
    "answer": "That the plan meets all codes and standards",
    "definition": "The tag on fire alarm plans and record drawings signifies that the plan meets all codes and standards. This is crucial because fire alarm systems must comply with national, state, and local codes to ensure safety and functionality. This assurance of adherence to regulations provides confidence that the systems have been designed according to the necessary technical and safety standards.  Having a plan that meets all codes and standards is vital not only for the installation process but also for the future maintenance and inspections of the fire alarm system. Compliance helps prevent issues that could arise from inadequate safety measures, ensuring the protection of lives and property.  In contrast, while there are other important aspects of the drawings, such as their finality or approval status, the primary purpose of tagging indicates compliance with the required codes and standards, thereby underscoring the necessity of meeting safety regulations in fire protection systems. 123",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "72",
      "stem": "What does the tag on fire alarm plans and record drawings signify?",
      "correct": "That the plan meets all codes and standards",
      "correct_letter": "B",
      "distractors": [
        "That the plans are for backup purposes",
        "That the drawing is the final version",
        "That the drawing has been approved"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "That the plans are for backup purposes"
        },
        {
          "letter": "B",
          "text": "That the plan meets all codes and standards"
        },
        {
          "letter": "C",
          "text": "That the drawing is the final version"
        },
        {
          "letter": "D",
          "text": "That the drawing has been approved"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "What does the tag on fire alarm plans and record drawings signify?"
      }
    ],
    "id": "55b74bbd-7bee-4350-af8f-39352b2f2317",
    "created_at": "2025-10-15T12:25:42.595775",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.148113"
  },
  {
    "question": "What must a person do to renew a license that has been expired between 90 days and 2 years?",
    "answer": "Pay the renewal fee plus the original fee amount",
    "definition": "To renew a license that has been expired between 90 days and 2 years, the individual is required to pay both the renewal fee and the original fee amount. This requirement is designed to ensure that the individual has maintained the necessary qualifications and commitment to the standards set by the licensing authority during the time of expiration. The inclusion of the original fee signifies that the licensing body is reaffirming the initial qualifications and responsibilities that are tied to the original licensing process.  In Texas, where this information is particularly relevant for fire alarm licensing, the rules for renewal emphasize both accountability and the importance of keeping up-to-date with industry standards. By requiring both fees, the licensing authority not only recoups administrative costs but also reinforces the importance of ongoing compliance with licensing requirements.   In contrast, the other options don't fully encompass the regulations involved in renewing a license after a specified period of expiration. Simply paying the renewal fee does not acknowledge the necessary steps that must be taken when a license has been invalid for an extended period. Furthermore, reapplying for a new license or taking a renewal exam are separate processes that do not apply in the context of renewing an expired license within this timeframe. The requirements for renewals ensure that professionals remain qualified and informed about current practices and",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "73",
      "stem": "What must a person do to renew a license that has been expired between 90 days and 2 years?",
      "correct": "Pay the renewal fee plus the original fee amount",
      "correct_letter": "B",
      "distractors": [
        "Pay the renewal fee only",
        "Reapply for a new license",
        "Take the renewal exam"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Pay the renewal fee only"
        },
        {
          "letter": "B",
          "text": "Pay the renewal fee plus the original fee amount"
        },
        {
          "letter": "C",
          "text": "Reapply for a new license"
        },
        {
          "letter": "D",
          "text": "Take the renewal exam"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "What must a person do to renew a license that has been expired between 90 days and 2 years?"
      }
    ],
    "id": "be10f4fe-2d1c-4f41-8bd6-feb77b644904",
    "created_at": "2025-10-15T12:25:42.595832",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.148134"
  },
  {
    "question": "What must an installation record include regarding the firm?",
    "answer": "The firm's name, address, telephone, and registration number",
    "definition": "number The installation record must include the firm's name, address, telephone number, and registration number because this information is essential for identifying the responsible entity associated with the fire alarm system installation. Properly documenting this information ensures clear communication and accountability, which is vital for regulatory compliance and verification of the firm's credentials in the event of any issues related to the fire alarm system.   Including the firm's name allows for clear identification in case of future inspections or audits. The address provides a physical location for any necessary follow-ups, while the telephone number allows regulatory bodies and clients to reach the firm easily. The registration number serves as an official identifier that verifies the firm's authority to perform fire alarm installations, ensuring that they meet all state regulatory requirements.   Other options, while potentially useful in certain contexts, do not capture the requisite information that keeps records compliant with regulations regarding fire safety protocols. 124",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "74",
      "stem": "What must an installation record include regarding the firm?",
      "correct": "The firm's name, address, telephone, and registration number",
      "correct_letter": "B",
      "distractors": [
        "The firm's tax identification number",
        "The firm's annual revenue",
        "The firm's website address"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "The firm's tax identification number"
        },
        {
          "letter": "B",
          "text": "The firm's name, address, telephone, and registration number"
        },
        {
          "letter": "C",
          "text": "The firm's annual revenue"
        },
        {
          "letter": "D",
          "text": "The firm's website address"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "What must an installation record include regarding the firm?"
      }
    ],
    "id": "252318a9-7d14-4341-9054-c4243b26bcac",
    "created_at": "2025-10-15T12:25:42.595869",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.148187"
  },
  {
    "question": "What must be done within five days if a yellow label is attached?",
    "answer": "Inform the local jurisdiction in writing",
    "definition": "When a yellow label is attached to a fire alarm system, it indicates that the system is not in compliance with certain requirements and needs attention. The critical step within five days is to inform the local jurisdiction in writing. This ensures that the local authority responsible for code enforcement and public safety is aware of the situation and can take appropriate action. Notifying the jurisdiction helps to maintain regulatory compliance and facilitates any necessary inspections or follow-up actions that may be required to rectify the issues that led to the labeling.   This action underscores the importance of coordination between property owners, fire alarm service providers, and local authorities to ensure that fire safety standards are upheld and potential hazards are addressed promptly.",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "75",
      "stem": "What must be done within five days if a yellow label is attached?",
      "correct": "Inform the local jurisdiction in writing",
      "correct_letter": "C",
      "distractors": [
        "Notify the property owner",
        "Remove the yellow label",
        "Conduct a new inspection 17"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Notify the property owner"
        },
        {
          "letter": "B",
          "text": "Remove the yellow label"
        },
        {
          "letter": "C",
          "text": "Inform the local jurisdiction in writing"
        },
        {
          "letter": "D",
          "text": "Conduct a new inspection 17"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "What must be done within five days if a yellow label is attached?"
      }
    ],
    "id": "40f9eb3d-2010-4d97-89a3-4b35436e3124",
    "created_at": "2025-10-15T12:25:42.595902",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.148211"
  },
  {
    "question": "What happens to altered licenses?",
    "answer": "They become invalid",
    "definition": "When a license is altered, it fundamentally changes the validity and authenticity of that document. Altered licenses are treated as invalid because they no longer reflect the original terms under which they were issued. This invalidation is crucial as it maintains the integrity and reliability of licenses, especially in fields where safety and adherence to regulations, such as fire alarm systems, are paramount. Using an altered license can lead to severe consequences, including penalties or legal repercussions for both the individual possessing the altered license and the entities relying on it.   The other options suggest scenarios that imply a degree of validity or reusability of an altered license, which contradicts the principles of licensing integrity. Such licenses cannot be considered valid under any conditions, nor can they be reissued without undergoing the proper approval process as a new application. 125",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "76",
      "stem": "What happens to altered licenses?",
      "correct": "They become invalid",
      "correct_letter": "A",
      "distractors": [
        "They are still considered valid under certain conditions",
        "They can be reissued if re-approved",
        "They can be used as a temporary license"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "They become invalid"
        },
        {
          "letter": "B",
          "text": "They are still considered valid under certain conditions"
        },
        {
          "letter": "C",
          "text": "They can be reissued if re-approved"
        },
        {
          "letter": "D",
          "text": "They can be used as a temporary license"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "What happens to altered licenses?"
      }
    ],
    "id": "b04409b1-c296-4d2a-8337-0eb341e90389",
    "created_at": "2025-10-15T12:25:42.595968",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.148230"
  },
  {
    "question": "What condition must be met for an Ionization Smoke detector to trip?",
    "answer": "The conductivity of air decreases",
    "definition": "An Ionization Smoke Detector functions based on the principles of ionization, where it uses a small amount of radioactive material to ionize the air within a sensing chamber. When smoke enters this chamber, it disrupts the flow of ions, leading to decreased conductivity of the air.  The condition that must be met for the Ionization Smoke Detector to trip is that the presence of smoke diminishes the conductivity of the air in the chamber. When smoke particles enter the chamber, they interfere with the free-flowing ions, which causes the detector to register a change in the current flowing through the circuit. This decrease in conductivity triggers the alarm to alert occupants to potential danger.  The other conditions listed, such as rising temperature, pressure drops, or changes in chemical composition, do not directly cause an Ionization Smoke Detector to trip. Instead, those may pertain to different types of detectors or contribute to a broader fire detection strategy but do not specifically relate to the functioning of an Ionization Smoke Detector.",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "77",
      "stem": "What condition must be met for an Ionization Smoke detector to trip?",
      "correct": "The conductivity of air decreases",
      "correct_letter": "A",
      "distractors": [
        "The temperature rises above a threshold",
        "Pressure drops in the environment",
        "Heightened chemical composure in the air"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "The conductivity of air decreases"
        },
        {
          "letter": "B",
          "text": "The temperature rises above a threshold"
        },
        {
          "letter": "C",
          "text": "Pressure drops in the environment"
        },
        {
          "letter": "D",
          "text": "Heightened chemical composure in the air"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "What condition must be met for an Ionization Smoke detector to trip?"
      }
    ],
    "id": "919d2637-d2f1-4d3f-b532-541d8b2190b8",
    "created_at": "2025-10-15T12:25:42.596002",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.148250"
  },
  {
    "question": "What defines the minimum height for smoke detectors installed near the ceiling?",
    "answer": "Between 80 inches to 96 inches",
    "definition": "The minimum height for smoke detectors installed near the ceiling is defined as between 80 inches to 96 inches from the floor. This range is established to ensure that smoke detectors are installed at an optimal height for detecting smoke effectively while still adhering to safety guidelines and regulations.   Positioning smoke detectors too low may impede their ability to sense smoke properly, as smoke rises to the ceiling before dispersing downwards, making placement height critical for functionality. The range of 80 to 96 inches allows for adequate detection while also factoring in potential obstructions and ensuring that they are accessible for maintenance and testing.   This height specification is generally aligned with fire safety codes and industry standards designed to enhance the effectiveness of smoke detectors in residential and commercial settings. 126",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "78",
      "stem": "What defines the minimum height for smoke detectors installed near the ceiling?",
      "correct": "Between 80 inches to 96 inches",
      "correct_letter": "B",
      "distractors": [
        "Less than 60 inches",
        "Exact 72 inches",
        "Not specified within regulations"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Less than 60 inches"
        },
        {
          "letter": "B",
          "text": "Between 80 inches to 96 inches"
        },
        {
          "letter": "C",
          "text": "Exact 72 inches"
        },
        {
          "letter": "D",
          "text": "Not specified within regulations"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "What defines the minimum height for smoke detectors installed near the ceiling?"
      }
    ],
    "id": "9f4fd3da-b521-4811-96d8-9e4b0376a09e",
    "created_at": "2025-10-15T12:25:42.596033",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.148269"
  },
  {
    "question": "Who are the Texas fire rules NOT applicable to?",
    "answer": "Companies providing fire safety education",
    "definition": "The focus of Texas fire rules is often directed towards maintaining safety standards in fire alarm installation and operations. Among these groups, companies providing fire safety education typically are engaged in teaching and informing others about safety practices rather than directly installing or maintaining fire alarm systems. Their role does not involve the physical installation or regulation of fire alarm systems, which is why they are not bound by the same specific licensing and compliance requirements as those who are directly involved in alarm system work.  This distinction underlines the importance of having regulations for professionals who actively create or manage fire safety systems to ensure compliance with safety codes, whereas educational entities are more about disseminating knowledge rather than executing tasks that necessitate licensure. Therefore, while engineers, electricians, and residents involved in installations for compensation come under regulatory scrutiny, those purely focused on education do not have the same obligations related to Texas fire rules. 127",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "80",
      "stem": "Who are the Texas fire rules NOT applicable to?",
      "correct": "Companies providing fire safety education",
      "correct_letter": "C",
      "distractors": [
        "Any engineer acting professionally",
        "Certified electricians working under supervision",
        "Residents who install alarm systems without charging 18"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Any engineer acting professionally"
        },
        {
          "letter": "B",
          "text": "Certified electricians working under supervision"
        },
        {
          "letter": "C",
          "text": "Companies providing fire safety education"
        },
        {
          "letter": "D",
          "text": "Residents who install alarm systems without charging 18"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Who are the Texas fire rules NOT applicable to?"
      }
    ],
    "id": "2f113123-10fc-4507-b95f-61bfcc71f105",
    "created_at": "2025-10-15T12:25:42.596094",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.148337"
  },
  {
    "question": "What is the required mounting height for wall-mounted appliances in a fire alarm system?",
    "answer": "Not less than 80 inches and not greater than 96 inches above the finished floor",
    "definition": "the finished floor the finished floor The required mounting height for wall-mounted appliances in a fire alarm system specifies that they should be installed at a height not less than 80 inches and not greater than 96 inches above the finished floor. This regulation ensures that the devices are accessible for maintenance and operation while also being installed high enough to minimize the risk of accidental damage or manipulation.   Mounting devices within this height range allows for proper visibility and reaches for users in various circumstances, accommodating different building designs and user demographics, which is crucial for public safety. Appliances that are too low could be obstructed or damaged, while those that are excessively high may be out of reach in emergencies.  In contrast, other options suggest heights that either do not meet the minimum requirement or exceed practical accessibility, potentially compromising the effective use of the fire alarm systems in an emergency situation.",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "81",
      "stem": "What is the required mounting height for wall-mounted appliances in a fire alarm system?",
      "correct": "Not less than 80 inches and not greater than 96 inches above the finished floor",
      "correct_letter": "B",
      "distractors": [
        "Not less than 60 inches and not greater than 80 inches above the finished floor",
        "At least 72 inches above the finished floor",
        "Exact height of 84 inches above the finished floor"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Not less than 60 inches and not greater than 80 inches above the finished floor"
        },
        {
          "letter": "B",
          "text": "Not less than 80 inches and not greater than 96 inches above the finished floor"
        },
        {
          "letter": "C",
          "text": "At least 72 inches above the finished floor"
        },
        {
          "letter": "D",
          "text": "Exact height of 84 inches above the finished floor"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "What is the required mounting height for wall-mounted appliances in a fire alarm system?"
      }
    ],
    "id": "60adc9a1-c3bf-42e4-9b23-e2094036f636",
    "created_at": "2025-10-15T12:25:42.596157",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.148361"
  },
  {
    "question": "What must the entire fire alarm system be when replacing old equipment?",
    "answer": "Not necessarily brought up to code",
    "definition": "When replacing old equipment in a fire alarm system, it's essential for the entire system to be either upgraded or replaced to ensure it functions properly and meets current safety and performance standards. The correct approach is to upgrade to the latest standards, as this enhances functionality and ensures compliance with modern regulatory requirements. Maintaining outdated systems or repairing them to original specifications often fails to accommodate advancements in technology or safety protocols.  In some cases, while it may seem acceptable not to bring a system fully up to current code, it poses significant risks. Fire alarm systems are crucial for safety, and outdated equipment can lead to failures in emergency situations. Thus, adhering to the most recent standards is vital for reliable performance, ensuring not just compliance, but also effective life-safety measures. 128",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "82",
      "stem": "What must the entire fire alarm system be when replacing old equipment?",
      "correct": "Not necessarily brought up to code",
      "correct_letter": "C",
      "distractors": [
        "Upgraded to the latest standards",
        "Repaired to original specifications",
        "Replaced with new equipment only"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Upgraded to the latest standards"
        },
        {
          "letter": "B",
          "text": "Repaired to original specifications"
        },
        {
          "letter": "C",
          "text": "Not necessarily brought up to code"
        },
        {
          "letter": "D",
          "text": "Replaced with new equipment only"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "What must the entire fire alarm system be when replacing old equipment?"
      }
    ],
    "id": "aeeef5d6-de08-45d3-94a9-7db15f346b8f",
    "created_at": "2025-10-15T12:25:42.596194",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.148383"
  },
  {
    "question": "What is the duration that one copy of the installation certificate must be kept by the fire marshal's office?",
    "answer": "For the life of the system or a minimum of ten years",
    "definition": "The requirement to keep one copy of the installation certificate for the life of the system or a minimum of ten years emphasizes the importance of accountability and tracking within fire alarm systems. This stipulation ensures that there is a documented history of the installation, which is vital for maintenance, inspections, and any necessary updates to the fire alarm system.   Keeping records for at least ten years provides a buffer period during which any potential issues can be traced back to the installation practices. Additionally, if the system is still in operation beyond ten years, retaining the certificate for its entire lifespan allows for ongoing compliance and oversight, which is crucial in maintaining safety regulations and effective response during emergencies.   In contrast, options that suggest shorter retention periods or limiting the requirement to decommissioned systems would not provide sufficient oversight or historical data, potentially compromising the safety and reliability of fire alarm systems.",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "83",
      "stem": "What is the duration that one copy of the installation certificate must be kept by the fire marshal's office?",
      "correct": "For the life of the system or a minimum of ten years",
      "correct_letter": "A",
      "distractors": [
        "For five years after installation",
        "Until the system is decommissioned",
        "For a maximum of twenty years"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "For the life of the system or a minimum of ten years"
        },
        {
          "letter": "B",
          "text": "For five years after installation"
        },
        {
          "letter": "C",
          "text": "Until the system is decommissioned"
        },
        {
          "letter": "D",
          "text": "For a maximum of twenty years"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "What is the duration that one copy of the installation certificate must be kept by the fire marshal'"
      }
    ],
    "id": "6eaf434c-3b43-456a-aa48-07e8a733b7a1",
    "created_at": "2025-10-15T12:25:42.596225",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.148431"
  },
  {
    "question": "What is allowed by a Residential Fire Alarm Superintendent license?",
    "answer": "Maintenance of residential devices and systems",
    "definition": "A Residential Fire Alarm Superintendent license authorizes the holder to maintain residential devices and systems. This means that individuals with this license are specifically trained and certified to handle equipment designed for residential settings, ensuring that homes are adequately protected against fire hazards.  This license typically does not encompass planning and installing commercial fire systems, which is a task reserved for those with the appropriate commercial fire alarm licensing. Similarly, certifying and testing only commercial devices falls outside the scope of residential certification, as this would require different qualifications related to commercial systems. Lastly, monitoring and inspecting only industrial alarms would necessitate an industrial-specific license, indicating that the responsibilities of a Residential Fire Alarm Superintendent do not extend to industrial environments. The license is tailored to ensure expertise and safety in residential applications, reinforcing the importance of proper licensing for different environments within fire safety management. 129",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "84",
      "stem": "What is allowed by a Residential Fire Alarm Superintendent license?",
      "correct": "Maintenance of residential devices and systems",
      "correct_letter": "C",
      "distractors": [
        "Planning and installing commercial fire systems",
        "Certifying and testing only commercial devices",
        "Monitoring and inspecting only industrial alarms"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Planning and installing commercial fire systems"
        },
        {
          "letter": "B",
          "text": "Certifying and testing only commercial devices"
        },
        {
          "letter": "C",
          "text": "Maintenance of residential devices and systems"
        },
        {
          "letter": "D",
          "text": "Monitoring and inspecting only industrial alarms"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "What is allowed by a Residential Fire Alarm Superintendent license?"
      }
    ],
    "id": "381d4ae8-820d-4f47-83ae-b019f83d5920",
    "created_at": "2025-10-15T12:25:42.596257",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.148456"
  },
  {
    "question": "What should be done if an employee is exempt from specific fire licensing rules?",
    "answer": "Ensure they are knowledgeable in fire protection",
    "definition": "When an employee is exempt from specific fire licensing rules, it is essential to ensure they are knowledgeable in fire protection. This is crucial because even if they do not fall under particular licensing requirements, they still need to understand the fundamental principles of fire safety and protection systems. Proper knowledge equips them to recognize fire hazards, respond appropriately to emergencies, and maintain safety standards in the workplace.  By fostering this understanding, you can help mitigate risks associated with fire safety, ensuring that all personnel, licensed or not, are prepared to contribute to a safe environment. It empowers them to engage in best practices even within their exempt status, promoting a culture of safety and compliance within the organization.  In this context, other choices present less effective or potentially harmful approaches. Training employees is vital, particularly in fire safety, so not providing training would undermine safety protocols. Following common practices is beneficial, but without a solid understanding of fire protection, an employee might inadvertently overlook critical safety measures. Allowing them to operate independently without the necessary knowledge could lead to dangerous situations, as they may not recognize potential fire hazards or know how to respond appropriately.",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "85",
      "stem": "What should be done if an employee is exempt from specific fire licensing rules?",
      "correct": "Ensure they are knowledgeable in fire protection",
      "correct_letter": "C",
      "distractors": [
        "Never train them",
        "Ensure they follow common practices",
        "Allow them to operate independently 19"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Never train them"
        },
        {
          "letter": "B",
          "text": "Ensure they follow common practices"
        },
        {
          "letter": "C",
          "text": "Ensure they are knowledgeable in fire protection"
        },
        {
          "letter": "D",
          "text": "Allow them to operate independently 19"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "What should be done if an employee is exempt from specific fire licensing rules?"
      }
    ],
    "id": "b1244189-ed0b-46a8-a799-92a203fac879",
    "created_at": "2025-10-15T12:25:42.596321",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.148477"
  },
  {
    "question": "What defines an alarm signal in a fire alarm system?",
    "answer": "A signal indicating an emergency that requires immediate action",
    "definition": "action An alarm signal in a fire alarm system is defined as a signal that indicates an emergency that requires immediate action. This signal serves as a crucial alert to occupants and emergency responders that there may be a fire or other hazardous condition that necessitates prompt intervention to ensure safety.  When an alarm signal is activated, it typically triggers audible alarms and visual indicators, helping to warn individuals in the vicinity. The primary purpose of this signal is to facilitate a rapid response, which can mitigate risks to life and property. Emergency action may include evacuating the building, notifying authorities, or activating firefighting systems.  The other signals mentioned in the options represent different system statuses or alerts that do not directly pertain to emergency situations. For instance, maintenance signals relate to the upkeep of the system, power outage signals indicate a loss of electrical supply, and normal operational status signals show that the system is functioning correctly without any urgent issues. Understanding these different signals is essential for properly managing a fire alarm system and ensuring this vital life-safety equipment operates effectively when needed. 130",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "86",
      "stem": "What defines an alarm signal in a fire alarm system?",
      "correct": "A signal indicating an emergency that requires immediate action",
      "correct_letter": "B",
      "distractors": [
        "A signal indicating the need for maintenance",
        "A signal indicating a power outage",
        "A signal indicating normal operational status"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "A signal indicating the need for maintenance"
        },
        {
          "letter": "B",
          "text": "A signal indicating an emergency that requires immediate action"
        },
        {
          "letter": "C",
          "text": "A signal indicating a power outage"
        },
        {
          "letter": "D",
          "text": "A signal indicating normal operational status"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "What defines an alarm signal in a fire alarm system?"
      }
    ],
    "id": "644a73e1-54c5-4add-b2d4-397f8cc3e61c",
    "created_at": "2025-10-15T12:25:42.596357",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.148504"
  },
  {
    "question": "What is the importance of conspicuously posting a firm's Certificate of Registration?",
    "answer": "To ensure compliance with regulatory standards",
    "definition": "The significance of conspicuously posting a firm's Certificate of Registration primarily revolves around ensuring compliance with regulatory standards. By displaying this certificate prominently, a firm demonstrates that it is licensed and authorized to operate within its specific field, adhering to the necessary regulations and rules established by governing bodies. This practice not only builds trust with clients and the public but also reinforces the firm's commitment to industry standards, promoting transparency and professionalism.   In contrast, while meeting advertising requirements may necessitate having a visible certificate, the primary function is not for promotional purposes but rather to confirm legal and regulatory compliance. Recognition of the firm's achievements and informing clients of services offered are valuable aspects of a business's identity but do not encapsulate the core reason for publicly displaying the Certificate of Registration. The foremost purpose is about validating the firm's adherence to standards set forth by regulatory agencies.",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "87",
      "stem": "What is the importance of conspicuously posting a firm's Certificate of Registration?",
      "correct": "To ensure compliance with regulatory standards",
      "correct_letter": "B",
      "distractors": [
        "To meet advertising requirements",
        "To show recognition of the firm's achievements",
        "To inform clients of the services offered"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "To meet advertising requirements"
        },
        {
          "letter": "B",
          "text": "To ensure compliance with regulatory standards"
        },
        {
          "letter": "C",
          "text": "To show recognition of the firm's achievements"
        },
        {
          "letter": "D",
          "text": "To inform clients of the services offered"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "What is the importance of conspicuously posting a firm's Certificate of Registration?"
      }
    ],
    "id": "c7f0dfdd-fcc3-4958-81ce-aa84a02a84f9",
    "created_at": "2025-10-15T12:25:42.596387",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.148560"
  },
  {
    "question": "What voltage rating is marked on P.F.L.A cables?",
    "answer": "Not less than 300 volts",
    "definition": "P.F.L.A (Power-Limited Fire Alarm) cables are specifically designed for use in fire alarm systems and are regulated to ensure safe operation. The correct voltage rating marked on these cables is not less than 300 volts. This rating is critical because it indicates the cable's ability to safely contain the voltage levels typically found in fire alarm systems without risk of breakdown or failure. The 300-volt rating is a standard established to meet safety requirements while allowing for adequate performance of the fire alarm systems under various conditions.  When considering other ratings, cables marked with a lower voltage rating like less than 150 volts or less than 300 volts would not be appropriate for fire alarm applications, as they may not provide enough assurance for safety and performance under normal operating conditions. A rating exceeding 600 volts would also not be suitable for P.F.L.A. cables, as it exceeds the necessary specifications for fire alarm systems, which are designed to operate safely and effectively within the lower voltage range. Thus, the marking of not less than 300 volts ensures that the fire alarm cables can handle the requirements of the system they are intended to support. 131",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "88",
      "stem": "What voltage rating is marked on P.F.L.A cables?",
      "correct": "Not less than 300 volts",
      "correct_letter": "C",
      "distractors": [
        "No specific rating",
        "Not less than 150 volts",
        "Not more than 600 volts"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "No specific rating"
        },
        {
          "letter": "B",
          "text": "Not less than 150 volts"
        },
        {
          "letter": "C",
          "text": "Not less than 300 volts"
        },
        {
          "letter": "D",
          "text": "Not more than 600 volts"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "What voltage rating is marked on P.F.L.A cables?"
      }
    ],
    "id": "0c2368d0-1f51-400e-b0bf-c56237e89d5f",
    "created_at": "2025-10-15T12:25:42.596415",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.148590"
  },
  {
    "question": "Can non-laboratory certified equipment be utilized for fire alarm systems?",
    "answer": "Yes, if it complies with law at the time of installation",
    "definition": "The utilization of non-laboratory certified equipment in fire alarm systems is permissible under specific conditions, particularly if it complies with the law at the time of installation. This means that while certification is an important factor in ensuring safety and reliability, the law may allow for certain exemptions or alternatives based on the specific circumstances surrounding the installation.   Ensuring compliance with the law is crucial, as it provides a framework that balances safety with the practical aspects of fire alarm installation. Additionally, regulations may evolve, allowing updated or alternate possibilities that can lead to effective fire prevention measures without the strict necessity for laboratory certification at all times.   In essence, the acceptance of non-laboratory certified equipment hinges on adhering to the legal standards that govern fire alarm systems, enabling flexibility while still maintaining an emphasis on safety and effectiveness in fire protection.",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "89",
      "stem": "Can non-laboratory certified equipment be utilized for fire alarm systems?",
      "correct": "Yes, if it complies with law at the time of installation",
      "correct_letter": "B",
      "distractors": [
        "No, it is strictly prohibited",
        "Yes, but only in emergencies",
        "No, it must also be brand new"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "No, it is strictly prohibited"
        },
        {
          "letter": "B",
          "text": "Yes, if it complies with law at the time of installation"
        },
        {
          "letter": "C",
          "text": "Yes, but only in emergencies"
        },
        {
          "letter": "D",
          "text": "No, it must also be brand new"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Can non-laboratory certified equipment be utilized for fire alarm systems?"
      }
    ],
    "id": "1b99c36c-0201-440f-b09f-adaf88c776c7",
    "created_at": "2025-10-15T12:25:42.596475",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.148611"
  },
  {
    "question": "What should a firm do to train an exempt employee properly?",
    "answer": "Ensure compliance with N.F.P.A standards",
    "definition": "To properly train an exempt employee, ensuring compliance with N.F.P.A. standards is essential. The National Fire Protection Association (N.F.P.A.) sets forth guidelines and codes that are crucial for safety and operational effectiveness in fire alarm systems. Adhering to these standards not only guarantees that the employee is aware of and follows industry best practices, but it also helps to mitigate potential liability issues for the firm.  Training aligned with N.F.P.A. standards provides a structured approach that encompasses the necessary knowledge and skills required for effective performance in fire alarm design, installation, and maintenance. It ensures that the employee understands fire codes, safety regulations, and the proper operation of fire alarm systems, which ultimately leads to better outcomes in ensuring public safety.   While other options like providing minimum required training, supervising installation work, or relying on experiential learning may contribute to some level of training, they do not offer the comprehensive and standardized approach that N.F.P.A. compliance does. These approaches can lead to gaps in knowledge and potentially dangerous situations, as they may not cover essential aspects of fire alarm safety and regulations. Thus, committing to N.F.P.A. compliance embodies a thorough understanding and commitment to the quality and safety expectations of the industry. 132",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "90",
      "stem": "What should a firm do to train an exempt employee properly?",
      "correct": "Ensure compliance with N.F.P.A standards",
      "correct_letter": "A",
      "distractors": [
        "Provide them with the minimum required training",
        "Only supervise their installation work",
        "Let them learn by experience 20"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Ensure compliance with N.F.P.A standards"
        },
        {
          "letter": "B",
          "text": "Provide them with the minimum required training"
        },
        {
          "letter": "C",
          "text": "Only supervise their installation work"
        },
        {
          "letter": "D",
          "text": "Let them learn by experience 20"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "What should a firm do to train an exempt employee properly?"
      }
    ],
    "id": "8034fc39-9164-4c6e-b5f8-544abdcd29f5",
    "created_at": "2025-10-15T12:25:42.596521",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.148646"
  },
  {
    "question": "Which item is NOT typically listed on a service label?",
    "answer": "A detailed history of all previous services",
    "definition": "The correct answer is the detailed history of all previous services. Service labels for fire alarm systems are typically used to provide essential and relevant information about the most recent maintenance or service performed on the system.   These labels generally include the service date, the licensee's signature, their license number, the firm's name, address, and registration number, as well as a list of services performed during the most recent visit. This information ensures that anyone needing to check on the system's servicing status has access to key details that affirm compliance and the system's operational readiness. However, a detailed history of all previous services would generally be documented in a separate maintenance log or record, rather than on the service label itself, which aims to present a snapshot of current service status rather than a comprehensive history.",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "91",
      "stem": "Which item is NOT typically listed on a service label?",
      "correct": "A detailed history of all previous services",
      "correct_letter": "C",
      "distractors": [
        "Service date and licensee's signature and number",
        "The firm's name, address, and registration number",
        "A list of services performed"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Service date and licensee's signature and number"
        },
        {
          "letter": "B",
          "text": "The firm's name, address, and registration number"
        },
        {
          "letter": "C",
          "text": "A detailed history of all previous services"
        },
        {
          "letter": "D",
          "text": "A list of services performed"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Which item is NOT typically listed on a service label?"
      }
    ],
    "id": "de047464-7ce2-4dfa-b305-fb34b793e887",
    "created_at": "2025-10-15T12:25:42.596551",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.148694"
  },
  {
    "question": "When is an installation certificate deemed complete?",
    "answer": "After installation, modification, or addition to a fire system",
    "definition": "An installation certificate is considered complete after installation, modification, or addition to a fire system because this is the point at which the work has been finished and the system is ready for evaluation or use. This process ensures that the fire alarm system has been properly installed according to all relevant codes and standards, allowing for a thorough inspection and testing phase to confirm that it operates as intended. The completion of the installation certificate is crucial for validating compliance with regulatory requirements and for ensuring the safety of the environment it protects.   In contrast, initiating the installation before any work begins would not fulfill the requirements for certification, as the certificate verifies the integrity of the completed installation. Routine maintenance checks focus on the upkeep of an existing system rather than the certification of a newly installed or modified system, making them irrelevant to the completion of an installation certificate. Additionally, activation of the fire system alone does not signify that all necessary installations and modifications have been properly executed and certified, which is essential for the system's operational readiness and compliance with safety regulations. 133",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "92",
      "stem": "When is an installation certificate deemed complete?",
      "correct": "After installation, modification, or addition to a fire system",
      "correct_letter": "B",
      "distractors": [
        "Before installation begins",
        "During routine maintenance checks",
        "When the fire system is activated"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Before installation begins"
        },
        {
          "letter": "B",
          "text": "After installation, modification, or addition to a fire system"
        },
        {
          "letter": "C",
          "text": "During routine maintenance checks"
        },
        {
          "letter": "D",
          "text": "When the fire system is activated"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "When is an installation certificate deemed complete?"
      }
    ],
    "id": "ba893c04-4dee-47e2-8823-ab196f963b99",
    "created_at": "2025-10-15T12:25:42.596576",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.148718"
  },
  {
    "question": "Where should spot type heat and smoke sensors be installed on walls and ceilings?",
    "answer": "On the wall, between 4 inches and 12 inches from the ceiling",
    "definition": "Spot type heat and smoke sensors are designed to be installed on the wall between 4 inches and 12 inches from the ceiling to ensure optimal functionality. This height placement allows the sensors to effectively detect smoke and heat that rises to the upper portions of a room, where these elements tend to accumulate first. Installing the sensors within this range reduces the likelihood of false alarms while ensuring they are positioned to accurately sense actual fire conditions.  Positioning the sensors too close to the ceiling (less than 4 inches) could obstruct their ability to detect smoke and heat effectively, as the airflow dynamics in the room may hinder proper sensor response. Conversely, placing them higher than 12 inches from the ceiling might also reduce their sensitivity to smoke, which typically rises up before spreading out. Therefore, the specified range of 4 to 12 inches on the wall striking a balance between sensitivity and practical installation considerations is crucial in fire alarm systems.",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "93",
      "stem": "Where should spot type heat and smoke sensors be installed on walls and ceilings?",
      "correct": "On the wall, between 4 inches and 12 inches from the ceiling",
      "correct_letter": "C",
      "distractors": [
        "On the ceiling, less than four inches from the sidewall",
        "On the wall, no more than 4 inches from the ceiling",
        "On the floor level of the room"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "On the ceiling, less than four inches from the sidewall"
        },
        {
          "letter": "B",
          "text": "On the wall, no more than 4 inches from the ceiling"
        },
        {
          "letter": "C",
          "text": "On the wall, between 4 inches and 12 inches from the ceiling"
        },
        {
          "letter": "D",
          "text": "On the floor level of the room"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Where should spot type heat and smoke sensors be installed on walls and ceilings?"
      }
    ],
    "id": "c736d95f-74ef-4d1d-a755-4484dc5fa2d7",
    "created_at": "2025-10-15T12:25:42.596661",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.148738"
  },
  {
    "question": "Which system ensures that the alarm devices operate correctly?",
    "answer": "Regular inspection and maintenance",
    "definition": "The correct choice highlights the importance of regular inspection and maintenance of alarm devices within a fire alarm system. Fire alarms are critical safety components that must function effectively to alert occupants in the event of a fire. Routine inspection involves checking each device, including smoke detectors, heat detectors, and alarm signals, to ensure they are working as intended without any faults.   Additionally, maintenance tasks such as cleaning, replacing batteries, and updating software contribute to the reliability of the system. Without these regular checks, the risk of alarm failure increases, which can have dire consequences for safety and compliance with fire codes. Therefore, implementing a structured schedule for inspection and maintenance is essential for confirming that the alarm devices operate correctly, providing peace of mind and ensuring safety for building occupants.   In contrast, building occupancy evaluations primarily focus on assessing the people present in a space rather than ensuring the functionality of fire alarms. Daily fire drills are valuable for training occupants on evacuation procedures but do not directly ensure the operational status of the alarm devices. Noise level assessments are unrelated to fire alarm functionality, as they measure sound levels rather than the operational readiness of safety equipment. 134",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "94",
      "stem": "Which system ensures that the alarm devices operate correctly?",
      "correct": "Regular inspection and maintenance",
      "correct_letter": "A",
      "distractors": [
        "Building occupancy evaluations",
        "Fire drills conducted daily",
        "Noise level assessments"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Regular inspection and maintenance"
        },
        {
          "letter": "B",
          "text": "Building occupancy evaluations"
        },
        {
          "letter": "C",
          "text": "Fire drills conducted daily"
        },
        {
          "letter": "D",
          "text": "Noise level assessments"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Which system ensures that the alarm devices operate correctly?"
      }
    ],
    "id": "c4b47240-f1c9-4399-a9fc-cd283861a761",
    "created_at": "2025-10-15T12:25:42.596701",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.148758"
  },
  {
    "question": "Is employment by a registered firm necessary to have a license issued?",
    "answer": "Yes, it is mandatory",
    "definition": "Having employment by a registered firm is indeed mandatory to obtain a fire alarm license in Texas. This requirement ensures that individuals are directly associated with a company that is recognized and compliant with the state's regulations, particularly those concerning safety and service standards. By working under a registered firm, license holders receive the necessary training and oversight, which is crucial for maintaining the quality of fire alarm services.   This approach fosters a professional environment where knowledge and practices can be shared, enhancing the overall safety of fire alarm installations and maintenance. The linkage to a registered firm also aids in accountability, ensuring that all work complies with the relevant codes and standards. As a result, this requirement is vital for establishing a properly qualified workforce dedicated to fire safety.",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "95",
      "stem": "Is employment by a registered firm necessary to have a license issued?",
      "correct": "Yes, it is mandatory",
      "correct_letter": "A",
      "distractors": [
        "No, it's optional",
        "Yes, but only for certain circumstances",
        "No, if previously licensed 21"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Yes, it is mandatory"
        },
        {
          "letter": "B",
          "text": "No, it's optional"
        },
        {
          "letter": "C",
          "text": "Yes, but only for certain circumstances"
        },
        {
          "letter": "D",
          "text": "No, if previously licensed 21"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Is employment by a registered firm necessary to have a license issued?"
      }
    ],
    "id": "dc7aaa64-5c95-4d71-af8b-6ef73df2d89f",
    "created_at": "2025-10-15T12:25:42.596739",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.148803"
  },
  {
    "question": "What term is used for devices that protect electrical components from exceeding current ratings?",
    "answer": "Over-current devices",
    "definition": "The term used for devices that protect electrical components from exceeding current ratings is over-current devices. These devices are specifically designed to interrupt the flow of electricity when the current exceeds a predetermined limit, thus preventing damage to circuits and components.   Over-current devices include fuses and circuit breakers, which are crucial to ensuring safety in electrical installations. By sensing the increase in current, they act as a safeguard, disconnecting the electrical supply before any components can become damaged from excess current flow.  While fuses are indeed a type of over-current device, the term \"over-current devices\" encompasses a broader category, including both fuses and circuit breakers. This makes it the most inclusive and accurate choice when discussing devices that provide this specific type of protection. 135",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "96",
      "stem": "What term is used for devices that protect electrical components from exceeding current ratings?",
      "correct": "Over-current devices",
      "correct_letter": "C",
      "distractors": [
        "Voltage regulators",
        "Fuses",
        "Surge protectors"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Voltage regulators"
        },
        {
          "letter": "B",
          "text": "Fuses"
        },
        {
          "letter": "C",
          "text": "Over-current devices"
        },
        {
          "letter": "D",
          "text": "Surge protectors"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "What term is used for devices that protect electrical components from exceeding current ratings?"
      }
    ],
    "id": "5364779a-0860-4452-9fbf-aa7a3d53fd30",
    "created_at": "2025-10-15T12:25:42.596788",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.148824"
  },
  {
    "question": "What happens if the elevator emergency recall system does not activate when needed?",
    "answer": "Immediate investigation and repair is necessary",
    "definition": "The activation of the elevator emergency recall system is a critical safety feature designed to ensure that elevators respond appropriately during fire alarms or emergencies. When this system fails to activate, it indicates a serious malfunction that could compromise the safety of building occupants, particularly in the event of a fire when elevators could otherwise become traps.  Immediate investigation and repair are necessary because the failure of the emergency recall system not only poses a risk to individuals who may attempt to use the elevator during an emergency but also violates building and fire codes that mandate operational fire safety systems. Ensuring that the emergency recall system functions correctly is vital for maintaining safe evacuation routes and protecting the lives of those in the building.   In essence, a malfunctioning emergency recall system is a significant safety concern that requires prompt attention to restore safe operations.",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "97",
      "stem": "What happens if the elevator emergency recall system does not activate when needed?",
      "correct": "Immediate investigation and repair is necessary",
      "correct_letter": "C",
      "distractors": [
        "It is acceptable; no further action is required",
        "The elevator can still operate normally",
        "This usually indicates a minor issue"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "It is acceptable; no further action is required"
        },
        {
          "letter": "B",
          "text": "The elevator can still operate normally"
        },
        {
          "letter": "C",
          "text": "Immediate investigation and repair is necessary"
        },
        {
          "letter": "D",
          "text": "This usually indicates a minor issue"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "What happens if the elevator emergency recall system does not activate when needed?"
      }
    ],
    "id": "b9852594-209d-4633-a280-32c1ae5b80c2",
    "created_at": "2025-10-15T12:25:42.596824",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.148844"
  },
  {
    "question": "What is the maximum voltage allowed through multi-conductor N.P.F.L.A cables?",
    "answer": "150 volts",
    "definition": "The maximum voltage allowed through multi-conductor Non-Power Limited Fire Alarm (N.P.F.L.A) cables is 150 volts. This voltage limitation is set primarily to ensure safety and compatibility with fire alarm systems, which are designed to operate at lower voltage levels to reduce the risk of electrical hazards during a fire event. Fire alarm circuits are sensitive, and operating them at voltages above 150 volts could pose risks not only to the integrity of the fire alarm system but also to the safety of personnel and building occupants.  Fire alarm systems are typically engineered to function effectively within a specific voltage range, and adherence to this standard is crucial for their reliability and safety. When examining the other potential voltage levels, none align with the standards established for N.P.F.L.A cables. Each higher voltage rating poses an increased risk and is therefore not permissible for these types of cables in fire alarm applications. By sticking to the 150-volt limit, compliance with safety codes and regulations is maintained, ensuring optimal performance of fire alarm systems in emergency situations. 136",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "98",
      "stem": "What is the maximum voltage allowed through multi-conductor N.P.F.L.A cables?",
      "correct": "150 volts",
      "correct_letter": "B",
      "distractors": [
        "100 volts",
        "300 volts",
        "500 volts"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "100 volts"
        },
        {
          "letter": "B",
          "text": "150 volts"
        },
        {
          "letter": "C",
          "text": "300 volts"
        },
        {
          "letter": "D",
          "text": "500 volts"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "What is the maximum voltage allowed through multi-conductor N.P.F.L.A cables?"
      }
    ],
    "id": "b78031ce-3b98-4bb0-be25-a4017cf8f0ba",
    "created_at": "2025-10-15T12:25:42.596912",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.148863"
  },
  {
    "question": "Can detectors be installed in air duct systems as substitutes for open area protection?",
    "answer": "No, they cannot be substitutes",
    "definition": "Detectors installed in air duct systems serve a specific purpose related to detecting smoke or heat in the air handling units and should not be considered substitutes for open area protection. Open area protection is designed to detect fire conditions in occupied spaces where people might be present, utilizing smoke detectors or other types of alarms that can sense the specific conditions indicative of a fire occurring in that space.   While duct detectors can be utilized to provide an early warning system by detecting smoke before it spreads into the occupied areas, they do not replace the need for standalone detectors located throughout a building. The rationale behind this is that duct detectors may not effectively protect areas distant from the air handler, and their operational characteristics may differ from those of standard smoke detectors, which are optimized for open environments. Therefore, relying exclusively on duct detectors can lead to safety risks, leaving some areas unmonitored for smoke and missing signs of fire. In summary, while duct detectors are a valuable component of fire detection systems, they must work in conjunction with other detection methods to ensure comprehensive protection throughout the facility.",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "99",
      "stem": "Can detectors be installed in air duct systems as substitutes for open area protection?",
      "correct": "No, they cannot be substitutes",
      "correct_letter": "B",
      "distractors": [
        "Yes, as substitutes",
        "Yes, but only in commercial buildings",
        "No, but they can be installed in residential systems"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Yes, as substitutes"
        },
        {
          "letter": "B",
          "text": "No, they cannot be substitutes"
        },
        {
          "letter": "C",
          "text": "Yes, but only in commercial buildings"
        },
        {
          "letter": "D",
          "text": "No, but they can be installed in residential systems"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Can detectors be installed in air duct systems as substitutes for open area protection?"
      }
    ],
    "id": "504d9dab-a846-4416-b67f-63621a562beb",
    "created_at": "2025-10-15T12:25:42.596971",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.148884"
  },
  {
    "question": "Which of the following best describes a fire alarm device?",
    "answer": "Any device that warns audibly or visually of a fire",
    "definition": "A fire alarm device is fundamentally designed to alert individuals to the presence of a fire through audible or visual signals. This is essential for ensuring that occupants can take immediate action for their safety, which may include evacuating the building or activating fire suppression systems.   The definition encompasses a variety of devices, including smoke detectors, heat detectors, and notification appliances like alarms and strobe lights. These devices work together to provide early detection of a fire, which is critical in minimizing damage and protecting lives.  Other options focus on criteria that do not capture the primary purpose of fire alarm devices. For example, enhancing building aesthetics is not a function of a fire alarm device; its primary role is safety and warning. Similarly, while some fire alarm systems can be integrated with fire suppression systems, not all devices are designed to extinguish fires—rather, they are meant to signal a fire has occurred. Lastly, monitoring 24/7 is relevant for certain systems, particularly in commercial or large-scale settings, but not all fire alarms are required to have this feature; many residential systems are not monitored at all. The core function remains the same: to provide warning through audible or visual means in the event of fire. 137",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "100",
      "stem": "Which of the following best describes a fire alarm device?",
      "correct": "Any device that warns audibly or visually of a fire",
      "correct_letter": "C",
      "distractors": [
        "Any device designed to enhance building aesthetics",
        "A device that automatically extinguishes fires",
        "Only devices that are monitored 24/7 22"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Any device designed to enhance building aesthetics"
        },
        {
          "letter": "B",
          "text": "A device that automatically extinguishes fires"
        },
        {
          "letter": "C",
          "text": "Any device that warns audibly or visually of a fire"
        },
        {
          "letter": "D",
          "text": "Only devices that are monitored 24/7 22"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Which of the following best describes a fire alarm device?"
      }
    ],
    "id": "8f6ff854-202a-42ee-8b9b-3ec1dc8869a5",
    "created_at": "2025-10-15T12:25:42.597028",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.148941"
  },
  {
    "question": "What is a Supervisory signal used for in fire equipment?",
    "answer": "A signal indicating the need for action regarding the supervision of fire equipment",
    "definition": "supervision of fire equipment A Supervisory signal is specifically designed to indicate that there is a need for action regarding the supervision of fire equipment. This type of signal alerts monitoring personnel or technicians about conditions that may affect the operational status or the readiness of the fire safety system. For example, Supervisory signals can indicate issues such as a tampered device, a failure in the power supply to the fire equipment, or maintenance needs.   Understanding the function of Supervisory signals is critical for ensuring the reliability of fire alarm systems. These signals help maintain the integrity of the equipment by prompting timely inspections or repairs, thus enhancing the overall safety measures in place. This is fundamental for regulatory compliance and for ensuring that all fire safety protocols are actively monitored and adhered to within a facility.",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "101",
      "stem": "What is a Supervisory signal used for in fire equipment?",
      "correct": "A signal indicating the need for action regarding the supervision of fire equipment",
      "correct_letter": "B",
      "distractors": [
        "A signal for testing purposes",
        "A signal indicating false alarms",
        "A signal that requires immediate evacuation"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "A signal for testing purposes"
        },
        {
          "letter": "B",
          "text": "A signal indicating the need for action regarding the supervision of fire equipment"
        },
        {
          "letter": "C",
          "text": "A signal indicating false alarms"
        },
        {
          "letter": "D",
          "text": "A signal that requires immediate evacuation"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "What is a Supervisory signal used for in fire equipment?"
      }
    ],
    "id": "971366b2-edce-42f1-a7c5-e09b3c43ddd4",
    "created_at": "2025-10-15T12:25:42.597071",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.148971"
  },
  {
    "question": "Which signals must take priority over all other signals in a fire alarm system?",
    "answer": "Fire signals",
    "definition": "In a fire alarm system, fire signals must take priority over all other types of signals because they indicate a life-safety emergency situation. When a fire signal is activated, it usually triggers immediate actions such as alerting occupants, sounding alarms, and notifying emergency responders.   The design of fire alarm systems primarily serves the purpose of ensuring occupant safety and minimizing damage during a fire event. Therefore, it's essential that any normal operations or lesser-priority signals, such as maintenance signals, non-fire signals, or general status signals, do not overshadow or delay the response to fire signals. This prioritization is crucial for prompt evacuation and response measures, which can ultimately help save lives and protect property during a fire emergency. 138",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "102",
      "stem": "Which signals must take priority over all other signals in a fire alarm system?",
      "correct": "Fire signals",
      "correct_letter": "D",
      "distractors": [
        "Maintenance signals",
        "Non-fire signals",
        "General status signals"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Maintenance signals"
        },
        {
          "letter": "B",
          "text": "Non-fire signals"
        },
        {
          "letter": "C",
          "text": "General status signals"
        },
        {
          "letter": "D",
          "text": "Fire signals"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Which signals must take priority over all other signals in a fire alarm system?"
      }
    ],
    "id": "9fbe3802-773e-4f35-b9dd-6fe383654acd",
    "created_at": "2025-10-15T12:25:42.597142",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.148994"
  },
  {
    "question": "When does a fire alarm system typically indicate a fault?",
    "answer": "When there is a failure in the system components",
    "definition": "A fire alarm system indicates a fault primarily when there is a failure in the system components. This can happen due to various reasons, such as a malfunctioning detector, wiring issues, or problems with the control panel. Fault indications are crucial as they alert users to potential issues that could compromise the system's effectiveness in detecting and responding to a fire. By identifying these faults, maintenance personnel can take corrective actions to ensure the system is in full working order, which is essential for safety.  In contrast, the other scenarios do not trigger a fault indication. For instance, if the system is not powered, it would not actively monitor or indicate faults. Similarly, the system does not only indicate faults during annual testing; it continuously monitors its components and performance status. Finally, while alarms not sounding can indicate a problem, it does not specifically indicate a fault but rather a situation that may require further investigation along with additional checks of the system components.",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "103",
      "stem": "When does a fire alarm system typically indicate a fault?",
      "correct": "When there is a failure in the system components",
      "correct_letter": "C",
      "distractors": [
        "When the system is not powered",
        "Only during annual testing",
        "When alarms are not sounding"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "When the system is not powered"
        },
        {
          "letter": "B",
          "text": "Only during annual testing"
        },
        {
          "letter": "C",
          "text": "When there is a failure in the system components"
        },
        {
          "letter": "D",
          "text": "When alarms are not sounding"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "When does a fire alarm system typically indicate a fault?"
      }
    ],
    "id": "5a4e66a7-67ca-4f32-80a0-50f50a9e5c07",
    "created_at": "2025-10-15T12:25:42.597184",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.149044"
  },
  {
    "question": "Which of the following is true regarding expired licenses?",
    "answer": "Licenses expired for over 2 years must be retested",
    "definition": "without extra fees Licenses that have expired for more than two years typically require the license holder to undergo a retesting process to ensure that they are up to date with current codes, regulations, and practices in the industry. This measure is important because it safeguards public safety by ensuring that individuals who are responsible for fire alarm systems are adequately trained and knowledgeable about the latest standards and technologies.  In Texas, the regulations governing fire alarm licensing stipulate that if a license has not been renewed within a specific period, a lapse in knowledge and relevant training could occur, necessitating a retesting requirement. This ensures the competency of licensed professionals, which is particularly critical in the fire safety field where systems must comply with rigorous safety standards.  The other options present different scenarios regarding license expiration. Automatic renewal of expired licenses is not typically permitted to ensure compliance with ongoing training and certification needs. While expired licenses are considered invalid, their validity does not necessarily occur immediately nor does it allow for extensions without consequences or additional fees, especially for those that have been expired for lengths of time such as 90 days. Regular renewal practices are put in place to avoid lapses and maintain a qualified workforce. 139",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "104",
      "stem": "Which of the following is true regarding expired licenses?",
      "correct": "Licenses expired for over 2 years must be retested",
      "correct_letter": "B",
      "distractors": [
        "They can be automatically renewed",
        "All expired licenses are invalid immediately",
        "Licenses expired for less than 90 days can be renewed without extra fees"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "They can be automatically renewed"
        },
        {
          "letter": "B",
          "text": "Licenses expired for over 2 years must be retested"
        },
        {
          "letter": "C",
          "text": "All expired licenses are invalid immediately"
        },
        {
          "letter": "D",
          "text": "Licenses expired for less than 90 days can be renewed without extra fees"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Which of the following is true regarding expired licenses?"
      }
    ],
    "id": "ca304297-4953-4a00-8196-5905b1333aa3",
    "created_at": "2025-10-15T12:25:42.597216",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.149100"
  },
  {
    "question": "Which of the following is NOT required on an installation label?",
    "answer": "Installation date and licensee's email address",
    "definition": "The correct choice indicates that including the installation date and the licensee's email address is not a requirement on an installation label. In Texas, installation labels must include specific information as mandated by the Texas Fire Marshal's regulations, but they do not necessitate the inclusion of the email address of the licensee.   The primary requirements focus on essential identification aspects to ensure proper accountability and traceability of the fire alarm system. This includes details such as the firm's name, address, and registration number, which are crucial for identifying the responsible party for the installation. Furthermore, the name of the person who planned the system is also important as it helps in establishing a point of contact for any inquiries or issues that may arise related to the system design.  Understanding these requirements helps ensure compliance with regulations and enhances safety measures in fire alarm installations. Thus, while installation dates provide valuable context, they do not hold the same level of necessity for inclusion on an installation label as the other required information does.",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "105",
      "stem": "Which of the following is NOT required on an installation label?",
      "correct": "Installation date and licensee's email address",
      "correct_letter": "B",
      "distractors": [
        "Do not remove by order of the Texas Fire Marshall",
        "Firm's name, address, and registration number",
        "Name of whoever planned the system 23"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Do not remove by order of the Texas Fire Marshall"
        },
        {
          "letter": "B",
          "text": "Installation date and licensee's email address"
        },
        {
          "letter": "C",
          "text": "Firm's name, address, and registration number"
        },
        {
          "letter": "D",
          "text": "Name of whoever planned the system 23"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Which of the following is NOT required on an installation label?"
      }
    ],
    "id": "11af5e46-a78b-4505-bc36-865955b60e0f",
    "created_at": "2025-10-15T12:25:42.597248",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.149127"
  },
  {
    "question": "Which two requirements must be met to obtain a fire alarm license?",
    "answer": "Pass a written exam and be employed by a registered firm",
    "definition": "To obtain a fire alarm license, one of the primary requirements is to pass a written exam. This exam ensures that the applicant has a comprehensive understanding of fire alarm systems, codes, and regulations necessary for effective installation and maintenance. Another crucial requirement is to be employed by a registered firm. This employment ensures that the individual is gaining practical experience and is working under the supervision and guidance of a licensed entity, which enhances the safety and compliance of fire alarm installations.  Meeting these two criteria helps to validate that the individual not only has theoretical knowledge from passing the exam but also practical experience in the field, which is essential for ensuring public safety. 140",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "106",
      "stem": "Which two requirements must be met to obtain a fire alarm license?",
      "correct": "Pass a written exam and be employed by a registered firm",
      "correct_letter": "B",
      "distractors": [
        "Attend a seminar and be a registered volunteer",
        "Complete a training course and have a high school diploma",
        "Be a certified electrician and install equipment"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Attend a seminar and be a registered volunteer"
        },
        {
          "letter": "B",
          "text": "Pass a written exam and be employed by a registered firm"
        },
        {
          "letter": "C",
          "text": "Complete a training course and have a high school diploma"
        },
        {
          "letter": "D",
          "text": "Be a certified electrician and install equipment"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Which two requirements must be met to obtain a fire alarm license?"
      }
    ],
    "id": "7dec19c0-479a-42f2-bc48-cb7c6c11f153",
    "created_at": "2025-10-15T12:25:42.597317",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.149150"
  },
  {
    "question": "Should the alarm devices within the elevator hoist way be integrated with the fire alarm?",
    "answer": "Yes",
    "definition": "Integrating the alarm devices within the elevator hoistway with the fire alarm system is critical for ensuring the safety of building occupants. One of the primary reasons for this integration is that elevators are often used as a means of evacuation in emergencies, and during a fire situation, the elevator system can pose significant risks if not properly managed. When the fire alarm activates, it serves to alert emergency personnel and facilitate proper evacuations.  Having the hoistway alarms integrated with the fire alarm system allows for a coordinated response in case of a fire. This ensures that the elevator remains out of service during such events, as using an elevator in a fire could lead occupants directly into danger. Additionally, the integration allows for the building’s overall safety management system to respond automatically, thereby enhancing the safety protocols in place.  In many cases, the rules and regulations governing fire safety will specifically require such integration to protect life and property effectively. Therefore, the correct answer highlights the importance of integrating elevator alarms with fire alarms to ensure a safe evacuation procedure and compliance with safety standards.",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "107",
      "stem": "Should the alarm devices within the elevator hoist way be integrated with the fire alarm?",
      "correct": "Yes",
      "correct_letter": "B",
      "distractors": [
        "No, they can operate independently",
        "Only if the elevator has multiple floors",
        "No, unless required by local codes"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "No, they can operate independently"
        },
        {
          "letter": "B",
          "text": "Yes"
        },
        {
          "letter": "C",
          "text": "Only if the elevator has multiple floors"
        },
        {
          "letter": "D",
          "text": "No, unless required by local codes"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Should the alarm devices within the elevator hoist way be integrated with the fire alarm?"
      }
    ],
    "id": "f158ae4b-f237-4037-951f-0f2cd3173d4a",
    "created_at": "2025-10-15T12:25:42.597351",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.149171"
  },
  {
    "question": "Which activities can FIRE ALARM PLANNING SUPERINTENDENT license holders engage in?",
    "answer": "Planning, installing, certifying, and testing fire systems",
    "definition": "The choice indicating that license holders can engage in planning, installing, certifying, and testing fire systems reflects the comprehensive role and responsibilities granted to individuals with a FIRE ALARM PLANNING SUPERINTENDENT license. This licensing allows professionals to not only design and plan fire alarm systems but also to execute their installation and carry out necessary certifications and testing to ensure these systems comply with safety regulations and operate correctly.  This multifaceted involvement is crucial for maintaining effective fire safety measures and ensuring that systems are reliable and functional in emergencies. This choice captures the full scope of responsibilities that a planning superintendent must shoulder, which encompasses both the strategic aspects of fire system design and the practical elements involved in bringing systems to operational status.  In contrast, the other options do not fully encapsulate the breadth of duties associated with the license. Limiting activities to merely planning and inspecting, focusing solely on residential devices, or managing training sessions do not align with the comprehensive skill set and legal responsibilities associated with a FIRE ALARM PLANNING SUPERINTENDENT license. 141",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "108",
      "stem": "Which activities can FIRE ALARM PLANNING SUPERINTENDENT license holders engage in?",
      "correct": "Planning, installing, certifying, and testing fire systems",
      "correct_letter": "B",
      "distractors": [
        "Only planning and inspecting fire systems",
        "Monitoring solely residential fire devices",
        "Managing fire safety training sessions"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Only planning and inspecting fire systems"
        },
        {
          "letter": "B",
          "text": "Planning, installing, certifying, and testing fire systems"
        },
        {
          "letter": "C",
          "text": "Monitoring solely residential fire devices"
        },
        {
          "letter": "D",
          "text": "Managing fire safety training sessions"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Which activities can FIRE ALARM PLANNING SUPERINTENDENT license holders engage in?"
      }
    ],
    "id": "d0c7a224-d739-4194-acd6-b81f41d1bf60",
    "created_at": "2025-10-15T12:25:42.597384",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.149221"
  },
  {
    "question": "Where does the original installation certificate remain?",
    "answer": "On the installation site",
    "definition": "The original installation certificate remains at the installation site because it serves as proof that the fire alarm system has been properly installed in compliance with applicable codes and standards. This certificate is important for inspections and future maintenance, as it provides essential documentation of the system's specifications and installation procedures. Keeping the certificate on-site ensures that it is readily accessible for both the building owner and any authorities that may need to verify the installation during inspections or emergencies. It also reflects best practices in fire safety management, ensuring that documentation is easily available when needed.",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "109",
      "stem": "Where does the original installation certificate remain?",
      "correct": "On the installation site",
      "correct_letter": "B",
      "distractors": [
        "At the fire marshal's office",
        "With the contractor",
        "At the local government office"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "At the fire marshal's office"
        },
        {
          "letter": "B",
          "text": "On the installation site"
        },
        {
          "letter": "C",
          "text": "With the contractor"
        },
        {
          "letter": "D",
          "text": "At the local government office"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Where does the original installation certificate remain?"
      }
    ],
    "id": "d112a78f-824f-4b55-ac2f-b02de9873b69",
    "created_at": "2025-10-15T12:25:42.597416",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.149250"
  },
  {
    "question": "Where must installation labels be placed within the system?",
    "answer": "Inside the control panel cover or a permanent location",
    "definition": "Installation labels play a crucial role in the identification and maintenance of a fire alarm system. They must be placed inside the control panel cover or in a permanent location so that they are accessible for fire alarm technicians and inspectors. This placement ensures that essential information such as the installation date, system details, and service history are clearly visible and protected from environmental factors, which might otherwise erase or damage the information.  By placing the label inside the control panel cover, it becomes part of the system's integral components, making it readily available for anyone performing routine checks or troubleshooting. This is particularly important during inspections, allowing for quick verification of system compliance with local codes and standards.  Additionally, while exterior labeling of alarm devices or other locations may provide some information, they do not contain the comprehensive details necessary for the overall system understanding that the installation label provides within the control panel. 142",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "110",
      "stem": "Where must installation labels be placed within the system?",
      "correct": "Inside the control panel cover or a permanent location",
      "correct_letter": "B",
      "distractors": [
        "Outside the building",
        "On the exterior of the alarm devices",
        "On the manufacturer’s manual 24"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Outside the building"
        },
        {
          "letter": "B",
          "text": "Inside the control panel cover or a permanent location"
        },
        {
          "letter": "C",
          "text": "On the exterior of the alarm devices"
        },
        {
          "letter": "D",
          "text": "On the manufacturer’s manual 24"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Where must installation labels be placed within the system?"
      }
    ],
    "id": "8e652011-54d0-4f73-9603-8f0b81b526ac",
    "created_at": "2025-10-15T12:25:42.597444",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.149336"
  },
  {
    "question": "What type of cable can be installed in ducts, plenums, or spaces used for environmental air?",
    "answer": "Plenum cable",
    "definition": "Plenum cable is specifically designed to be used in spaces such as ducts, plenums, or other areas that are utilized for environmental air circulation. This type of cable is constructed with materials that have low flammability and produce minimal smoke, which is crucial in maintaining safety and reducing hazards in air handling spaces.   In buildings, these plenum spaces are often integral to the heating, ventilation, and air conditioning (HVAC) systems. Because of the potential for fire to spread quickly through these spaces, using plenum-rated cables is essential in complying with safety standards and regulations. These cables help minimize the risk of fire and the potential harmful effects of smoke and toxic fumes in the event of a fire.  Other cable types, such as riser cables, are meant for vertical spaces and do not have the same fire safety characteristics for horizontal spaces like plenums. General purpose cable lacks the necessary low flame and smoke-producing qualities required for use in such environments. While low smoke cable can be beneficial in various applications, it is not specifically rated for use in plenums where air is circulated.",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "111",
      "stem": "What type of cable can be installed in ducts, plenums, or spaces used for environmental air?",
      "correct": "Plenum cable",
      "correct_letter": "C",
      "distractors": [
        "Riser cable",
        "General purpose cable",
        "Low smoke cable"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Riser cable"
        },
        {
          "letter": "B",
          "text": "General purpose cable"
        },
        {
          "letter": "C",
          "text": "Plenum cable"
        },
        {
          "letter": "D",
          "text": "Low smoke cable"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "What type of cable can be installed in ducts, plenums, or spaces used for environmental air?"
      }
    ],
    "id": "85ad7cdd-3d99-4be4-8573-c40d03567eb5",
    "created_at": "2025-10-15T12:25:42.597511",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.149373"
  },
  {
    "question": "How soon must a copy of the installation certificate be sent to the local authority having jurisdiction?",
    "answer": "Within 10 days",
    "definition": "The installation certificate for a fire alarm system is an important document that verifies the successful completion and compliance of the installation with relevant codes and standards. It must be submitted to the local authority having jurisdiction promptly in order to ensure that the installation is officially recognized and can be inspected or approved as necessary.  Sending the installation certificate within 10 days aligns with regulatory requirements that emphasize timely communication with local authorities. This prompt action helps maintain safety standards, facilitates effective fire alarm system monitoring, and ensures that any potential issues can be addressed quickly. Keeping local authorities informed is crucial for public safety and the overall integrity of fire protection and emergency preparedness efforts in the community.   Therefore, the requirement to send the certificate within this time frame underscores the importance of accountability and adherence to local regulations in fire protection management. 143",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "112",
      "stem": "How soon must a copy of the installation certificate be sent to the local authority having jurisdiction?",
      "correct": "Within 10 days",
      "correct_letter": "A",
      "distractors": [
        "Within 5 days",
        "Within 30 days",
        "Within 15 days"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Within 10 days"
        },
        {
          "letter": "B",
          "text": "Within 5 days"
        },
        {
          "letter": "C",
          "text": "Within 30 days"
        },
        {
          "letter": "D",
          "text": "Within 15 days"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "How soon must a copy of the installation certificate be sent to the local authority having jurisdict"
      }
    ],
    "id": "b0ae3044-8b14-42a1-90f3-c6125f568ea0",
    "created_at": "2025-10-15T12:25:42.597545",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.149437"
  },
  {
    "question": "When located within 7 feet of the floor, how shall cables be secured?",
    "answer": "Cables shall be fastened in an approved manner at intervals of 18 inches",
    "definition": "of 18 inches When cables are located within 7 feet of the floor, they must be secured at intervals of 18 inches in an approved manner. This requirement ensures that the installation maintains safety and prevents any potential hazards related to loose or improperly secured cables. Securing cables at this height prevents them from hanging freely, which could create tripping hazards or damage to the cables themselves. Proper fastening is critical for both functional reliability and to comply with safety regulations, minimizing risks in both residential and commercial settings.  The emphasis on an approved manner for fastening means that the method used should adhere to industry standards, ensuring that the installation meets code requirements. Using materials and methods that have been evaluated for safety and effectiveness contributes to the overall integrity of the electrical system.",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "113",
      "stem": "When located within 7 feet of the floor, how shall cables be secured?",
      "correct": "Cables shall be fastened in an approved manner at intervals of 18 inches",
      "correct_letter": "C",
      "distractors": [
        "Cables shall be fastened at intervals of 24 inches",
        "Cables shall be placed at ground level",
        "Cables do not need to be secured at this height"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Cables shall be fastened at intervals of 24 inches"
        },
        {
          "letter": "B",
          "text": "Cables shall be placed at ground level"
        },
        {
          "letter": "C",
          "text": "Cables shall be fastened in an approved manner at intervals of 18 inches"
        },
        {
          "letter": "D",
          "text": "Cables do not need to be secured at this height"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "When located within 7 feet of the floor, how shall cables be secured?"
      }
    ],
    "id": "ff5663df-85b5-40d1-80dc-0f85631d2d6e",
    "created_at": "2025-10-15T12:25:42.597576",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.149466"
  },
  {
    "question": "Which license would be necessary for a technician primarily involved in monitoring fire alarm systems?",
    "answer": "Fire Alarm Monitoring Technician",
    "definition": "The choice of the Fire Alarm Monitoring Technician license is appropriate for a technician whose primary role is to monitor fire alarm systems. This specialization focuses on overseeing the performance of fire alarms, ensuring they operate correctly, and responding to alarms or alerts in a timely manner. Fire Alarm Monitoring Technicians are trained to understand the nuances of fire alarm signals, how to interpret them, and what procedures to follow in the event of an alarm or system failure.   In contrast, other licenses, such as those for Fire Alarm Technicians or Residential Fire Alarm Superintendents, typically involve a broader scope of responsibilities, including installation, inspection, and maintenance of fire alarm systems, which may not be directly aligned with monitoring duties. The Electrical Technician license relates to general electrical work and does not specifically focus on fire alarm systems or their monitoring. Thus, for a technician dedicated primarily to monitoring these systems, the Fire Alarm Monitoring Technician license is the most relevant choice. 144",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "114",
      "stem": "Which license would be necessary for a technician primarily involved in monitoring fire alarm systems?",
      "correct": "Fire Alarm Monitoring Technician",
      "correct_letter": "B",
      "distractors": [
        "Fire Alarm Technician",
        "Residential Fire Alarm Superintendent",
        "Electrical Technician"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Fire Alarm Technician"
        },
        {
          "letter": "B",
          "text": "Fire Alarm Monitoring Technician"
        },
        {
          "letter": "C",
          "text": "Residential Fire Alarm Superintendent"
        },
        {
          "letter": "D",
          "text": "Electrical Technician"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Which license would be necessary for a technician primarily involved in monitoring fire alarm system"
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    "created_at": "2025-10-15T12:25:42.597606",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.149501"
  },
  {
    "question": "What is indicated on a yellow label regarding system conditions?",
    "answer": "The system requires repairs to meet codes",
    "definition": "A yellow label typically indicates that the fire alarm system requires repairs in order to meet applicable codes. This designation is critical in alerting both technicians and building occupants that there are deficiencies or issues that need to be addressed to ensure the system operates effectively and adheres to safety standards. Such labels are used as a visual cue for maintenance personnel to prioritize repairs and rectify any conditions that could compromise the safety of the building.  In contrast, a green label would typically denote that a system has been approved, indicating proper installation and function, while a yellow label is used specifically for systems needing repairs. A label indicating that a system is under testing would generally be a different color or format, as would a label indicating that the system has been installed correctly. Understanding these color-coded labels is vital for fire safety compliance and maintenance protocols.",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "115",
      "stem": "What is indicated on a yellow label regarding system conditions?",
      "correct": "The system requires repairs to meet codes",
      "correct_letter": "C",
      "distractors": [
        "The system is under testing",
        "The system has been approved",
        "The system is installed correctly 25"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "The system is under testing"
        },
        {
          "letter": "B",
          "text": "The system has been approved"
        },
        {
          "letter": "C",
          "text": "The system requires repairs to meet codes"
        },
        {
          "letter": "D",
          "text": "The system is installed correctly 25"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "What is indicated on a yellow label regarding system conditions?"
      }
    ],
    "id": "767d1601-29cd-423a-af18-4e1e0a1469f4",
    "created_at": "2025-10-15T12:25:42.597744",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.149526"
  },
  {
    "question": "What should systems test free of?",
    "answer": "Grounds",
    "definition": "In fire alarm systems, it is crucial for the equipment to be tested free of grounds. When a system is grounded, it can lead to malfunctions, false alarms, or failure to operate when needed. Ground faults can cause significant issues in the circuitry, leading to erratic system behavior or even total system failure. Proper testing ensures that the system is not inadvertently allowing any stray voltage to affect its operation, ensuring reliability and safety.  Testing free of faults, connections, and short circuits is also important, but eliminating grounds is particularly critical in maintaining the integrity of the fire alarm system. Grounds can interfere with the correct signaling and responses of the system, potentially compromising its effectiveness in an emergency situation. 145",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "116",
      "stem": "What should systems test free of?",
      "correct": "Grounds",
      "correct_letter": "B",
      "distractors": [
        "Faults",
        "Connections",
        "Short circuits"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Faults"
        },
        {
          "letter": "B",
          "text": "Grounds"
        },
        {
          "letter": "C",
          "text": "Connections"
        },
        {
          "letter": "D",
          "text": "Short circuits"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "What should systems test free of?"
      }
    ],
    "id": "c3ef7064-700e-476b-bfb7-484b696fba73",
    "created_at": "2025-10-15T12:25:42.597784",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.149621"
  },
  {
    "question": "What could invalidate a firm's certificate?",
    "answer": "A total change of a firm's ownership",
    "definition": "A total change of a firm's ownership can invalidate a firm's certificate because ownership is integral to the qualifications and standards required for the license. In the context of fire alarm licensing, the entity responsible for adhering to safety and operational regulations must be consistent in its ownership structure. When a firm undergoes a complete ownership change, the new owners may not possess the necessary credentials, training, or history of compliance associated with the original owners. This change can prompt regulatory authorities to reassess the firm’s qualifications and potentially require a new application for licensing to ensure standards are upheld and that the new ownership meets all necessary legal and safety obligations.  Changes in a business's address or a decrease in staff members, while they may require notifying licensing authorities, do not inherently invalidate a firm's certificate as long as the business continues to comply with all applicable regulations. Similarly, failure to pass a safety inspection may lead to consequences such as fines or required corrective actions, but does not automatically invalidate the certificate unless it is not rectified within the stipulations set by regulatory bodies.",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "117",
      "stem": "What could invalidate a firm's certificate?",
      "correct": "A total change of a firm's ownership",
      "correct_letter": "A",
      "distractors": [
        "A change in the business's address",
        "A decrease in staff members",
        "Failure to pass a safety inspection"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "A total change of a firm's ownership"
        },
        {
          "letter": "B",
          "text": "A change in the business's address"
        },
        {
          "letter": "C",
          "text": "A decrease in staff members"
        },
        {
          "letter": "D",
          "text": "Failure to pass a safety inspection"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "What could invalidate a firm's certificate?"
      }
    ],
    "id": "049d94d8-b998-457a-8e17-652e3ed28b68",
    "created_at": "2025-10-15T12:25:42.597815",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.149670"
  },
  {
    "question": "Which sizes of conductors are permitted in N.P.L.F.A systems?",
    "answer": "Size 18 A.W.G and 16 A.W.G",
    "definition": "In non-power-limited fire alarm (N.P.L.F.A) systems, the use of conductors is governed by specific standards that ensure safety and reliability in fire alarm applications. The correct sizes of conductors permitted in these systems are 18 A.W.G and 16 A.W.G. These conductor sizes are ideal because they provide an appropriate balance between resistance, current-carrying capacity, and mechanical strength, which are essential for the effective transmission of signals in fire alarm systems. Using these sizes helps to minimize the risk of voltage drop and ensures that the system can operate effectively over the required distances while maintaining the integrity of the signaling for alarms. Other options presented do not align with the recognized standards for N.P.L.F.A systems based on their specified sizes, which may either be too small to effectively handle the demands of fire alarm signaling or may be unsuitable for the environmental and safety requirements of a fire alarm system. 146",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "118",
      "stem": "Which sizes of conductors are permitted in N.P.L.F.A systems?",
      "correct": "Size 18 A.W.G and 16 A.W.G",
      "correct_letter": "C",
      "distractors": [
        "Size 14 A.W.G and 12 A.W.G",
        "Size 20 A.W.G and 22 A.W.G",
        "Size 24 A.W.G only"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Size 14 A.W.G and 12 A.W.G"
        },
        {
          "letter": "B",
          "text": "Size 20 A.W.G and 22 A.W.G"
        },
        {
          "letter": "C",
          "text": "Size 18 A.W.G and 16 A.W.G"
        },
        {
          "letter": "D",
          "text": "Size 24 A.W.G only"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Which sizes of conductors are permitted in N.P.L.F.A systems?"
      }
    ],
    "id": "05fe7040-ad2e-44b3-a9fb-36d360c5a607",
    "created_at": "2025-10-15T12:25:42.597848",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.149696"
  },
  {
    "question": "How quickly must an alarm signal initiate when water flow occurs equal to or greater than that of a single sprinkler?",
    "answer": "Within 90 seconds",
    "definition": "The requirement for an alarm signal to initiate when water flow equals or exceeds that of a single sprinkler is crucial for ensuring prompt notification of a potential fire situation. An initiation time of within 90 seconds is established to provide a balance between ensuring that the system can accurately discern genuine alarms and avoiding excessive delays that could jeopardize safety.   A quicker response, such as within 60 seconds or 30 seconds, could potentially lead to false alarms if the system is sensitive to minor fluctuations in water flow that might not be indicative of a fire. Conversely, allowing too much time, such as 120 seconds, could delay emergency response, increasing the danger to life and property. Thus, the 90-second requirement serves as an effective benchmark that prioritizes rapid response while also minimizing the risk of false alarms, making it the correct and sensible choice in this scenario.",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "119",
      "stem": "How quickly must an alarm signal initiate when water flow occurs equal to or greater than that of a single sprinkler?",
      "correct": "Within 90 seconds",
      "correct_letter": "B",
      "distractors": [
        "Within 60 seconds",
        "Within 120 seconds",
        "Within 30 seconds"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Within 60 seconds"
        },
        {
          "letter": "B",
          "text": "Within 90 seconds"
        },
        {
          "letter": "C",
          "text": "Within 120 seconds"
        },
        {
          "letter": "D",
          "text": "Within 30 seconds"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
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      }
    ],
    "id": "88677837-a131-45ba-b908-aefc8a891b62",
    "created_at": "2025-10-15T12:25:42.597878",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.149730"
  },
  {
    "question": "What is the first procedure required before silencing trouble alarms?",
    "answer": "The means must be key operated",
    "definition": "Silencing trouble alarms typically requires that a specific procedure is followed to ensure safety and reliability. The first step being a key-operated means serves to maintain control over who can silence these alarms. This adds a layer of security, as only authorized personnel with the appropriate key can access the necessary controls, thereby preventing accidental or unauthorized silencing of alarms which could compromise safety.  The requirement for a key-operated mechanism is standard across many alarm systems to ensure that only individuals who are trained and accountable can manage alarms. This practice enhances the overall integrity of the fire alarm system, ensuring that alarms are appropriately monitored and managed in the event of a malfunction or actual incident.   In contrast, options related to automation, testing frequency, or wireless technology do not address the immediate need for controlled access and management of alarm systems, making them less relevant to the specific procedural requirement in question. 147",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "120",
      "stem": "What is the first procedure required before silencing trouble alarms?",
      "correct": "The means must be key operated",
      "correct_letter": "A",
      "distractors": [
        "The means must be automated",
        "The means must be tested weekly",
        "The means must be wireless 26"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "The means must be key operated"
        },
        {
          "letter": "B",
          "text": "The means must be automated"
        },
        {
          "letter": "C",
          "text": "The means must be tested weekly"
        },
        {
          "letter": "D",
          "text": "The means must be wireless 26"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "What is the first procedure required before silencing trouble alarms?"
      }
    ],
    "id": "6917203f-2bb3-4544-9076-0451bcba8986",
    "created_at": "2025-10-15T12:25:42.597945",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.149755"
  },
  {
    "question": "What is an applicant required to have to take the technical test for fire marshals?",
    "answer": "A notification from NICET confirming test passage",
    "definition": "To take the technical test for fire marshals, an applicant is required to submit a notification from NICET confirming passage of the test. NICET, which stands for the National Institute for Certification in Engineering Technologies, provides certification programs that validate knowledge and skills in various technical fields, including fire alarm systems. The requirement for proof from NICET ensures that candidates have met a recognized standard of knowledge in fire safety technology. This requirement helps maintain the integrity and professionalism of the fire marshal position by making sure that individuals possess the necessary qualifications to ensure public safety.  The other requirements mentioned, such as having a high school diploma, experience in fire safety, or a recommendation from a licensed superintendent, while possibly beneficial or required in other contexts, are not specifically mandated as prerequisites for taking the technical test for fire marshals. Hence, candidates must specifically focus on obtaining the NICET notification as part of their qualifications.",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "121",
      "stem": "What is an applicant required to have to take the technical test for fire marshals?",
      "correct": "A notification from NICET confirming test passage",
      "correct_letter": "C",
      "distractors": [
        "A high school diploma",
        "Experience in fire safety",
        "A recommendation from a licensed superintendent"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "A high school diploma"
        },
        {
          "letter": "B",
          "text": "Experience in fire safety"
        },
        {
          "letter": "C",
          "text": "A notification from NICET confirming test passage"
        },
        {
          "letter": "D",
          "text": "A recommendation from a licensed superintendent"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "What is an applicant required to have to take the technical test for fire marshals?"
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    ],
    "id": "37938020-2e1d-4db5-bfce-131be34719ca",
    "created_at": "2025-10-15T12:25:42.597980",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.149808"
  },
  {
    "question": "Can a firefighter legally sell and install fire systems without a license?",
    "answer": "No, unless licensed",
    "definition": "In Texas, the law requires individuals involved in the sale and installation of fire alarm systems to hold a proper license. This is primarily for public safety and to ensure that installations meet the necessary codes and standards. Having a certification or training, while beneficial, does not replace the legal requirements set forth by the state regarding licensing. Thus, a firefighter or any individual cannot legally sell or install fire systems without obtaining the necessary licensing credentials from the appropriate regulatory body. This requirement helps ensure that installations are conducted safely and effectively, protecting both property and lives. 148",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "122",
      "stem": "Can a firefighter legally sell and install fire systems without a license?",
      "correct": "No, unless licensed",
      "correct_letter": "B",
      "distractors": [
        "Yes, with certification",
        "Yes, if they have training",
        "No, under any circumstances"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Yes, with certification"
        },
        {
          "letter": "B",
          "text": "No, unless licensed"
        },
        {
          "letter": "C",
          "text": "Yes, if they have training"
        },
        {
          "letter": "D",
          "text": "No, under any circumstances"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Can a firefighter legally sell and install fire systems without a license?"
      }
    ],
    "id": "66623a02-f697-4daf-b8d7-79775bbe5550",
    "created_at": "2025-10-15T12:25:42.598013",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.149835"
  },
  {
    "question": "What is an approved testing laboratory?",
    "answer": "An organization that lists all equipment that complies with state fire rules",
    "definition": "state fire rules An approved testing laboratory is defined as an organization that evaluates and tests equipment to ensure it meets specific standards and regulations, particularly concerning safety and performance in the context of fire protection systems. When items—such as fire alarms—are tested and verified by such laboratories, they are then listed as compliant with state fire rules. This endorsement is essential as it assures users and authorities that the equipment has been rigorously evaluated for its suitability and reliability within fire safety applications.   The focus on compliance with state fire rules highlights the critical role these laboratories play in upholding safety standards and ensuring that all fire-related equipment meets the necessary regulations before being used in the field. This ensures the integrity and reliability of fire alarm systems, which are vital for early detection and prevention of fire hazards.  In contrast to the other options, the training of technicians, enforcement of regulations, and manufacturing of equipment involve different functions that do not directly relate to the certification and testing processes established by approved laboratories.",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "123",
      "stem": "What is an approved testing laboratory?",
      "correct": "An organization that lists all equipment that complies with state fire rules",
      "correct_letter": "A",
      "distractors": [
        "A facility that provides training for fire alarm technicians",
        "An agency that enforces fire safety regulations",
        "A company that manufactures fire safety equipment"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "An organization that lists all equipment that complies with state fire rules"
        },
        {
          "letter": "B",
          "text": "A facility that provides training for fire alarm technicians"
        },
        {
          "letter": "C",
          "text": "An agency that enforces fire safety regulations"
        },
        {
          "letter": "D",
          "text": "A company that manufactures fire safety equipment"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "What is an approved testing laboratory?"
      }
    ],
    "id": "e8a15635-1502-4b2b-8e05-d6c6fafb5c3e",
    "created_at": "2025-10-15T12:25:42.598043",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.149855"
  },
  {
    "question": "Where must a pocket license be kept while working?",
    "answer": "On the licensee’s person",
    "definition": "A pocket license must be kept on the licensee’s person while working to ensure that it is readily available for identification purposes. This requirement underscores the importance of the licensee being able to display their credentials immediately if questioned by an authority or for compliance checks. It reflects the regulations that promote accountability and professionalism within the fire alarm industry, ensuring that those performing installations or service are properly licensed and authorized to do so. Keeping the pocket license on the person also enhances visibility of licensure status to clients and inspectors alike, fortifying trust in the services provided. 149",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "124",
      "stem": "Where must a pocket license be kept while working?",
      "correct": "On the licensee’s person",
      "correct_letter": "B",
      "distractors": [
        "In a secure location at the office",
        "At the business location",
        "In the company vehicle"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "In a secure location at the office"
        },
        {
          "letter": "B",
          "text": "On the licensee’s person"
        },
        {
          "letter": "C",
          "text": "At the business location"
        },
        {
          "letter": "D",
          "text": "In the company vehicle"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Where must a pocket license be kept while working?"
      }
    ],
    "id": "6cd8f24c-e8b3-4d2d-8e26-41038c5706f0",
    "created_at": "2025-10-15T12:25:42.598077",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.149876"
  },
  {
    "question": "What can be a consequence of failing to monitor the integrity of the fire alarm system?",
    "answer": "It could result in delayed emergency response",
    "definition": "When the integrity of a fire alarm system is not monitored, it can lead to significantly delayed emergency responses. A properly functioning fire alarm system is crucial for promptly notifying both occupants and emergency services of a fire or emergency situation. If the system is compromised—whether through faulty components, improper maintenance, or a lack of testing—there can be lapses in its ability to alert the necessary parties in a timely manner.   This delay can have serious implications, including increased danger to individuals in the building, greater property damage, and heightened risk to first responders. Effective monitoring ensures that any issues are detected and addressed quickly, maintaining the system’s reliability in emergencies.  In contrast, the other options present outcomes that would not result from failing to monitor the system. For example, failing to monitor would not lead to reduced insurance premiums or guarantee quick evacuations. Additionally, it would not enhance system efficiency; in fact, a lack of monitoring generally leads to inefficiencies and vulnerabilities within the fire alarm system.",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "125",
      "stem": "What can be a consequence of failing to monitor the integrity of the fire alarm system?",
      "correct": "It could result in delayed emergency response",
      "correct_letter": "B",
      "distractors": [
        "It may lead to a reduction in insurance premiums",
        "It will guarantee quick evacuation",
        "It enhances system efficiency 27"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "It may lead to a reduction in insurance premiums"
        },
        {
          "letter": "B",
          "text": "It could result in delayed emergency response"
        },
        {
          "letter": "C",
          "text": "It will guarantee quick evacuation"
        },
        {
          "letter": "D",
          "text": "It enhances system efficiency 27"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "What can be a consequence of failing to monitor the integrity of the fire alarm system?"
      }
    ],
    "id": "3505cd50-997a-495c-85ac-431ac36d8e09",
    "created_at": "2025-10-15T12:25:42.598138",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.149921"
  },
  {
    "question": "Under what condition may the manual testing frequency of fire alarms be extended to annually?",
    "answer": "If automatic testing is performed at least weekly",
    "definition": "The frequency of manual testing for fire alarms can be extended to annually under the condition that automatic testing is performed at least weekly. This practice relies on the principle that regular automatic testing serves as a reliable method for ensuring that the fire alarm system is functioning properly between manual tests. Weekly automatic testing can help identify any issues and maintain system readiness, reducing the necessity for more frequent manual inspections.  In essence, if a fire alarm system undergoes consistent automatic testing, it provides a certain level of assurance that the system is operational and minimizing the risk that deficiencies could go unnoticed for an extended period. This allows for a more streamlined testing schedule while still ensuring safety and compliance with regulatory standards.   The other situations presented, such as not finding deficiencies or the building being low-risk or infrequently used, do not inherently guarantee the system's reliability and could lead to potential safety hazards if the manual testing frequency were extended without the support of automatic testing. 150",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "126",
      "stem": "Under what condition may the manual testing frequency of fire alarms be extended to annually?",
      "correct": "If automatic testing is performed at least weekly",
      "correct_letter": "B",
      "distractors": [
        "If no deficiencies are found during inspections",
        "If the building is used infrequently",
        "If the installation is in a low-risk area"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "If no deficiencies are found during inspections"
        },
        {
          "letter": "B",
          "text": "If automatic testing is performed at least weekly"
        },
        {
          "letter": "C",
          "text": "If the building is used infrequently"
        },
        {
          "letter": "D",
          "text": "If the installation is in a low-risk area"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Under what condition may the manual testing frequency of fire alarms be extended to annually?"
      }
    ],
    "id": "cbb4b967-0bec-44fb-82f6-f4d3b080c7c3",
    "created_at": "2025-10-15T12:25:42.598172",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.149983"
  },
  {
    "question": "What kind of services should the type of service on a service label indicate?",
    "answer": "General service or a correction of conditions",
    "definition": "The type of service indicated on a service label should reflect both the general service that has been conducted and any necessary corrections of conditions identified during that service. This is crucial because it ensures that the label accurately informs the user about the status of the fire alarm system, including any particular issues that were addressed and any recommendations or actions taken to rectify any deficiencies.  In practice, a service label that indicates both general service and corrections provides a comprehensive overview for the next technician or inspector. It communicates not only that a routine service has taken place but also highlights any specific problems or code violations that needed attention. This dual aspect helps in maintaining compliance with safety regulations and ensures the ongoing reliability of the fire alarm system.  Other options focus solely on aspects like inspection, repair, or installation without encompassing the broader corrective actions which may be necessary. This makes option B the most informative and relevant choice for conveying the complete status of the fire alarm system on the service label.",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "127",
      "stem": "What kind of services should the type of service on a service label indicate?",
      "correct": "General service or a correction of conditions",
      "correct_letter": "B",
      "distractors": [
        "General service or repair service",
        "Installation or replacement service",
        "Service or inspection"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "General service or repair service"
        },
        {
          "letter": "B",
          "text": "General service or a correction of conditions"
        },
        {
          "letter": "C",
          "text": "Installation or replacement service"
        },
        {
          "letter": "D",
          "text": "Service or inspection"
        }
      ]
    },
    "evidence_spans": [
      {
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        "quote": "What kind of services should the type of service on a service label indicate?"
      }
    ],
    "id": "74badb95-4d5f-4442-beee-c5f0a36a70b5",
    "created_at": "2025-10-15T12:25:42.598201",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.150009"
  },
  {
    "question": "Which sensor excels at detecting thick, visible smoke particles?",
    "answer": "Photoelectric",
    "definition": "The photoelectric sensor is particularly effective at detecting thick, visible smoke particles because it operates based on the scattering of light. When smoke particles enter the chamber of a photoelectric sensor, they scatter the light beam emitted by a light source. This scattering triggers the alarm. Because photoelectric sensors are sensitive to larger smoke particles that are often indicative of smoldering fires, they are especially suitable for environments where such smoke is likely to occur.  In contrast, ionization sensors work best with fast-burning fires that produce smaller, less visible particles, while thermal sensors measure changes in temperature and do not directly detect smoke. Ultrasonic sensors, on the other hand, are primarily used for detecting motion or sound rather than smoke, making them unsuitable for fire detection purposes. Thus, the photoelectric sensor is the optimal choice for detecting thick, visible smoke particles effectively. 151",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "128",
      "stem": "Which sensor excels at detecting thick, visible smoke particles?",
      "correct": "Photoelectric",
      "correct_letter": "A",
      "distractors": [
        "Ionization",
        "Thermal",
        "Ultrasonic"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Photoelectric"
        },
        {
          "letter": "B",
          "text": "Ionization"
        },
        {
          "letter": "C",
          "text": "Thermal"
        },
        {
          "letter": "D",
          "text": "Ultrasonic"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Which sensor excels at detecting thick, visible smoke particles?"
      }
    ],
    "id": "a1e0f928-727a-4b9b-a474-c725c3a18692",
    "created_at": "2025-10-15T12:25:42.598231",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.150031"
  },
  {
    "question": "What is the minimum size for single conductors in N.P.L.F.A applications?",
    "answer": "18 A.W.G",
    "definition": "In N.P.L.F.A (Non-Power Limited Fire Alarm) applications, using the appropriate conductor size is crucial for ensuring the safety and effectiveness of fire alarm systems. The minimum size for single conductors is established to handle the specific current and voltage requirements without overheating or causing failures.   The correct answer reflects the standard that calls for 18 A.W.G (American Wire Gauge) as the minimum size for these applications. This gauge is sufficient to provide the necessary conductivity while maintaining safety standards for low voltage systems. Using a conductor with this size ensures that there is adequate protection against any potential overcurrent situations and aligns with electrical code requirements for fire alarm installations. Conductors that are too small can lead to excessive resistance, potentially resulting in overheating and compromising the functionality of the fire alarm system.   This standard is crucial for upholding the safety protocols required in fire protection and alarm systems, where reliability is of utmost importance.",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "129",
      "stem": "What is the minimum size for single conductors in N.P.L.F.A applications?",
      "correct": "18 A.W.G",
      "correct_letter": "D",
      "distractors": [
        "20 A.W.G",
        "22 A.W.G",
        "16 A.W.G"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "20 A.W.G"
        },
        {
          "letter": "B",
          "text": "22 A.W.G"
        },
        {
          "letter": "C",
          "text": "16 A.W.G"
        },
        {
          "letter": "D",
          "text": "18 A.W.G"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "What is the minimum size for single conductors in N.P.L.F.A applications?"
      }
    ],
    "id": "0af77d43-8673-42ad-ae85-4b0d904d5a20",
    "created_at": "2025-10-15T12:25:42.598297",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.150057"
  },
  {
    "question": "What must happen if a red label is attached?",
    "answer": "The property owner must be informed immediately",
    "definition": "When a red label is attached, it signifies that there is a serious issue with the fire alarm system that needs immediate attention. This labeling serves as an urgent notification to alert involved parties of a potentially hazardous situation. The property owner must be informed right away to ensure that they are aware of the problems and can take the necessary steps to remedy the situation. Prompt communication is crucial in maintaining safety and compliance with fire alarm regulations.   In contrast, waiting for reassessment by local jurisdiction or delaying action until the next inspection does not address the immediate concerns indicated by the red label, potentially putting lives and property at risk. Additionally, while the fire marshal may be involved in follow-up actions, their role centers around compliance and enforcement rather than immediate notification of the property owner, which is the primary concern when a red label is present. 152",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "130",
      "stem": "What must happen if a red label is attached?",
      "correct": "The property owner must be informed immediately",
      "correct_letter": "B",
      "distractors": [
        "The local jurisdiction must reassess the system",
        "No action is required until the next inspection",
        "The fire marshal must conduct a follow-up 28"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "The local jurisdiction must reassess the system"
        },
        {
          "letter": "B",
          "text": "The property owner must be informed immediately"
        },
        {
          "letter": "C",
          "text": "No action is required until the next inspection"
        },
        {
          "letter": "D",
          "text": "The fire marshal must conduct a follow-up 28"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "What must happen if a red label is attached?"
      }
    ],
    "id": "2bce01c0-9069-4fad-8d61-7d9c888b6296",
    "created_at": "2025-10-15T12:25:42.598342",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.150107"
  },
  {
    "question": "If a certificate or pocket card is defaced, what is its validity status?",
    "answer": "Invalid",
    "definition": "A defaced certificate or pocket card is considered invalid because the integrity and legibility of the document are compromised. Documentation for credentials, particularly in fields related to safety and compliance such as fire alarm systems, must be clear and unaltered to ensure that it accurately reflects the holder's qualifications. A defaced card may lead to confusion or doubt about the authenticity of the credentials and the individual's ability to perform their duties safely and effectively. This lack of clarity means that the document cannot be reliably used to verify the holder's certification status or professional standing, thus rendering it invalid.",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "131",
      "stem": "If a certificate or pocket card is defaced, what is its validity status?",
      "correct": "Invalid",
      "correct_letter": "C",
      "distractors": [
        "Valid",
        "Expired",
        "Conditional"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Valid"
        },
        {
          "letter": "B",
          "text": "Expired"
        },
        {
          "letter": "C",
          "text": "Invalid"
        },
        {
          "letter": "D",
          "text": "Conditional"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "If a certificate or pocket card is defaced, what is its validity status?"
      }
    ],
    "id": "e9c0c574-a95f-4baf-be4e-5e8ac053ac7e",
    "created_at": "2025-10-15T12:25:42.598380",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.150132"
  },
  {
    "question": "What material must N.P.L.F.A circuit conductors be made from?",
    "answer": "Solid stranded copper",
    "definition": "N.P.L.F.A (Non Power Limited Fire Alarm) circuit conductors must be made from solid stranded copper due to several key attributes associated with copper as a conductor material. Copper offers excellent electrical conductivity, making it ideal for fire alarm systems that require reliable and efficient transmission of signals. Moreover, solid stranded copper provides a good balance between flexibility and strength, enabling easier installation in various settings while maintaining structural integrity over time.   Using solid stranded copper helps to ensure the system's performance is consistent and minimizes the risk of signal loss, which is critical in emergency situations like fire alarms where quick and reliable operation is essential. This choice also adheres to safety codes and standards that prioritize materials which can withstand the rigors of such applications. 153",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "132",
      "stem": "What material must N.P.L.F.A circuit conductors be made from?",
      "correct": "Solid stranded copper",
      "correct_letter": "B",
      "distractors": [
        "Aluminum wire",
        "Flexible copper",
        "Stranded aluminum"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Aluminum wire"
        },
        {
          "letter": "B",
          "text": "Solid stranded copper"
        },
        {
          "letter": "C",
          "text": "Flexible copper"
        },
        {
          "letter": "D",
          "text": "Stranded aluminum"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "What material must N.P.L.F.A circuit conductors be made from?"
      }
    ],
    "id": "484a3268-1a83-41dc-96e3-3c15e5f5bf4a",
    "created_at": "2025-10-15T12:25:42.598411",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.150152"
  },
  {
    "question": "If a license holder does not receive notification of license expiration, what is the minimum notice they should expect?",
    "answer": "30 days",
    "definition": "The minimum notice that a license holder should expect regarding license expiration is typically 30 days. This timeframe allows individuals sufficient time to prepare for the renewal process, ensuring they can complete any necessary requirements without a lapse in their licensure status.   In many professional licensing systems, the 30-day notification period aims to provide adequate forewarning and minimize any confusion about the need for renewal. By receiving this notice in advance, license holders can take proactive steps, such as gathering required documentation or completing continuing education requirements, which are often prerequisites for renewal.  A timeline shorter than 30 days might not allow enough time for necessary preparations, while longer notices do not align with the standard practice of keeping license holders informed of impending expirations.",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "133",
      "stem": "If a license holder does not receive notification of license expiration, what is the minimum notice they should expect?",
      "correct": "30 days",
      "correct_letter": "B",
      "distractors": [
        "10 days",
        "60 days",
        "90 days"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "10 days"
        },
        {
          "letter": "B",
          "text": "30 days"
        },
        {
          "letter": "C",
          "text": "60 days"
        },
        {
          "letter": "D",
          "text": "90 days"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "If a license holder does not receive notification of license expiration, what is the minimum notice "
      }
    ],
    "id": "e417fed5-b553-45b5-bf39-7f22d75bedf1",
    "created_at": "2025-10-15T12:25:42.598442",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.150172"
  },
  {
    "question": "What is the purpose of the fire alarm control unit?",
    "answer": "To monitor and control the fire alarm system's performance",
    "definition": "The fire alarm control unit serves a critical function in the overall fire alarm system by monitoring and controlling its performance. This unit acts as the brain of the fire alarm system, processing inputs from various detectors and devices. It constantly checks the operational status of all components, ensuring they are functioning correctly and efficiently. When a fire or other emergency situation is detected, the control unit activates alerts, including alarms and notifications to emergency personnel, thus facilitating a timely response.  Additionally, the fire alarm control unit can perform self-diagnostics and monitor for faults in the system, providing vital information to the user or service personnel. This enhances overall safety and reliability, making it an essential aspect of fire protection systems. The other options, while important in their own context, do not accurately reflect the primary function of the fire alarm control unit as focused on performance monitoring and system control. 154",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "134",
      "stem": "What is the purpose of the fire alarm control unit?",
      "correct": "To monitor and control the fire alarm system's performance",
      "correct_letter": "B",
      "distractors": [
        "To provide training for emergency situations",
        "To test the response time of fire response teams",
        "To generate a fire safety report"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "To provide training for emergency situations"
        },
        {
          "letter": "B",
          "text": "To monitor and control the fire alarm system's performance"
        },
        {
          "letter": "C",
          "text": "To test the response time of fire response teams"
        },
        {
          "letter": "D",
          "text": "To generate a fire safety report"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "What is the purpose of the fire alarm control unit?"
      }
    ],
    "id": "31949640-12ff-4825-b8e3-cf04437e58e1",
    "created_at": "2025-10-15T12:25:42.598518",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.150193"
  },
  {
    "question": "What classification does the criminal offense of unauthorized fire system operations fall under?",
    "answer": "Class B misdemeanor",
    "definition": "The criminal offense of unauthorized fire system operations is classified as a Class B misdemeanor. This classification indicates that the offense is considered serious, but it is not as severe as a Class A misdemeanor or a felony.   Class B misdemeanors in Texas generally involve actions that may pose a risk to public safety or violate regulations intended to protect people and property, such as those pertaining to fire alarm systems. Unauthorized operations can lead to malfunctioning or ineffective fire safety systems, which could endanger lives in the event of a fire. Therefore, imposing a Class B misdemeanor helps deter such behaviors while maintaining proportionality to the risks involved.  In contrast, Class A misdemeanors would apply to more severe offenses, felonies would encompass much graver crimes with harsher penalties, and infractions typically refer to minor violations, usually punishable by fines rather than criminal charges. Thus, the classification reflects a balance between the severity of the action and the potential consequences of unauthorized fire system operations.",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "135",
      "stem": "What classification does the criminal offense of unauthorized fire system operations fall under?",
      "correct": "Class B misdemeanor",
      "correct_letter": "B",
      "distractors": [
        "Class A misdemeanor",
        "Felony",
        "Infraction 29"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Class A misdemeanor"
        },
        {
          "letter": "B",
          "text": "Class B misdemeanor"
        },
        {
          "letter": "C",
          "text": "Felony"
        },
        {
          "letter": "D",
          "text": "Infraction 29"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "What classification does the criminal offense of unauthorized fire system operations fall under?"
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    "id": "b49c3307-f05f-4889-bd96-14aee9fea6d0",
    "created_at": "2025-10-15T12:25:42.598556",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.150240"
  },
  {
    "question": "Which type of plenum cable can be substituted according to regulations?",
    "answer": "Power Limited Fire Alarm Plenum (F.P.L.P)",
    "definition": "The correct answer is Power Limited Fire Alarm Plenum (F.P.L.P) cable. This type of cable is specifically designed for use in plenum spaces, which are areas used for air circulation in heating and air conditioning systems. F.P.L.P cables are constructed with fire-resistant materials that meet the stringent safety and performance requirements set forth in the National Electrical Code (NEC).   Substituting F.P.L.P cable in plenum areas is permissible because it is engineered to reduce the risk of fire and smoke spread should a fire occur. This is crucial because plenum spaces can serve as pathways for smoke and toxic gases. In contrast, while Power Limited Fire Alarm Riser (F.P.L.R) cables are designed for vertical riser applications, they are not suitable for plenum spaces due to their construction. General-purpose cables, although more versatile for various applications, do not meet the necessary fire safety standards for use in plenum areas. Therefore, only F.P.L.P cables are compliant to be substituted in such locations while adhering to safety regulations. 155",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "136",
      "stem": "Which type of plenum cable can be substituted according to regulations?",
      "correct": "Power Limited Fire Alarm Plenum (F.P.L.P)",
      "correct_letter": "A",
      "distractors": [
        "Power Limited fire alarm riser (F.P.L.R)",
        "General purpose cable",
        "None allowed"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Power Limited Fire Alarm Plenum (F.P.L.P)"
        },
        {
          "letter": "B",
          "text": "Power Limited fire alarm riser (F.P.L.R)"
        },
        {
          "letter": "C",
          "text": "General purpose cable"
        },
        {
          "letter": "D",
          "text": "None allowed"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Which type of plenum cable can be substituted according to regulations?"
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    ],
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    "created_at": "2025-10-15T12:25:42.598588",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.150269"
  },
  {
    "question": "How many fire alarm boxes are required in systems with automatic fire or water flow detectors?",
    "answer": "At least one, as required by the authority having jurisdiction",
    "definition": "In systems that include automatic fire or water flow detectors, the requirement for fire alarm boxes is determined by the authority having jurisdiction (AHJ). This means that local regulations and codes can vary based on the area or specific context of the installation, which makes it crucial for installers and contractors to consult the AHJ for the exact requirements.   The decision to mandate at least one fire alarm box ensures that there is a method for manual activation of the fire alarm system, providing an additional layer of safety. This is particularly important in case the automatic systems fail or if immediate human intervention is necessary before the automatic detectors respond.  While other choices may suggest specific numbers of fire alarm boxes for redundancy or spacing, the AHJ's determination often reflects the local fire protection needs and standards, so their requirements take precedence over arbitrary numbers. Hence, acknowledging the requirements set by the authority having jurisdiction aligns with best practices for fire alarm systems.",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "137",
      "stem": "How many fire alarm boxes are required in systems with automatic fire or water flow detectors?",
      "correct": "At least one, as required by the authority having jurisdiction",
      "correct_letter": "B",
      "distractors": [
        "At least two, spaced evenly throughout the space",
        "At least three for redundancy",
        "No requirement exists"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "At least two, spaced evenly throughout the space"
        },
        {
          "letter": "B",
          "text": "At least one, as required by the authority having jurisdiction"
        },
        {
          "letter": "C",
          "text": "At least three for redundancy"
        },
        {
          "letter": "D",
          "text": "No requirement exists"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "How many fire alarm boxes are required in systems with automatic fire or water flow detectors?"
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    ],
    "id": "f469fc4a-120a-473e-872b-a7b0a078841b",
    "created_at": "2025-10-15T12:25:42.598616",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.150308"
  },
  {
    "question": "Which of the following practices is legally prohibited regarding fire licensing?",
    "answer": "Planning and installing fire systems without a license",
    "definition": "installation Planning and installing fire systems without a license is legally prohibited because licensure in this field is established to ensure that individuals have the necessary knowledge and skills to design and install systems that protect lives and property. Fire alarms and related systems require adherence to specific codes, regulations, and standards that licensed practitioners are trained to follow. The licensing process typically involves education, training, and examinations that cover essential elements such as codes, system design, installation practices, and safety protocols.  This regulation helps maintain safety standards, as unlicensed individuals may lack critical understanding or experience, which could lead to improper installations and potentially dangerous situations. Therefore, working without the necessary licensing undermines the integrity of the fire safety profession and endangers public safety. 156",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "138",
      "stem": "Which of the following practices is legally prohibited regarding fire licensing?",
      "correct": "Planning and installing fire systems without a license",
      "correct_letter": "A",
      "distractors": [
        "Working with licensed individuals alongside your own installation",
        "Temporarily suspending licensing for maintenance",
        "Completing installations in unregistered buildings"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Planning and installing fire systems without a license"
        },
        {
          "letter": "B",
          "text": "Working with licensed individuals alongside your own installation"
        },
        {
          "letter": "C",
          "text": "Temporarily suspending licensing for maintenance"
        },
        {
          "letter": "D",
          "text": "Completing installations in unregistered buildings"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Which of the following practices is legally prohibited regarding fire licensing?"
      }
    ],
    "id": "40799151-3db1-4557-9001-5e1132d47fef",
    "created_at": "2025-10-15T12:25:42.598834",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.150331"
  },
  {
    "question": "If a license has been expired for less than 90 days, how can it be renewed?",
    "answer": "Pay the renewal fee plus an additional fee",
    "definition": "When a license has been expired for less than 90 days, the renewal process typically involves paying the renewal fee as well as an additional late renewal fee. This policy is designed to encourage timely renewal while recognizing the lapse in the validity of the license. The specific structure of the fees can vary by state, but the inclusion of a late fee serves as a financial incentive for license holders to maintain their licenses actively and avoid expiration.  It's important to understand that simply paying the renewal fee alone would not apply in this scenario, as the additional fee is a requirement for late renewals. Reapplying for a new license or completing a new training course is generally not necessary for renewals unless the license has been expired for an extended period or specific regulations mandate retraining. Hence, the correct answer reflects the procedural requirement for a license that is recently expired.",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "139",
      "stem": "If a license has been expired for less than 90 days, how can it be renewed?",
      "correct": "Pay the renewal fee plus an additional fee",
      "correct_letter": "B",
      "distractors": [
        "Pay the renewal fee only",
        "Reapply for a new license",
        "Complete a new training course"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Pay the renewal fee only"
        },
        {
          "letter": "B",
          "text": "Pay the renewal fee plus an additional fee"
        },
        {
          "letter": "C",
          "text": "Reapply for a new license"
        },
        {
          "letter": "D",
          "text": "Complete a new training course"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "If a license has been expired for less than 90 days, how can it be renewed?"
      }
    ],
    "id": "3a32a2fc-a089-463b-9c82-f35a6925a0d6",
    "created_at": "2025-10-15T12:25:42.598871",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.150381"
  },
  {
    "question": "Which of the following standards may the fire commissioner adopt?",
    "answer": "N.F.P.A standards and state regulations",
    "definition": "The fire commissioner may adopt N.F.P.A standards and state regulations because these standards are established by the National Fire Protection Association, which provides guidelines and codes that help ensure fire safety and prevention. These standards are widely recognized and often serve as a foundation for state regulations regarding fire alarm systems, equipment, and general fire safety practices. By adopting these standards, the fire commissioner ensures that the regulations align with widely accepted safety measures, which can enhance the effectiveness of fire response and prevention efforts within the state.   The other choices, while potentially relevant to various areas of safety and business operations, do not specifically pertain to fire safety regulations or the standards that the fire commissioner would typically oversee. This distinction reinforces the focus on N.F.P.A standards and state regulations as the appropriate framework for fire safety governance. 157",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "140",
      "stem": "Which of the following standards may the fire commissioner adopt?",
      "correct": "N.F.P.A standards and state regulations",
      "correct_letter": "A",
      "distractors": [
        "Local ordinances and federal tax laws",
        "Hotel and restaurant codes",
        "Personal liability guidelines 30"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "N.F.P.A standards and state regulations"
        },
        {
          "letter": "B",
          "text": "Local ordinances and federal tax laws"
        },
        {
          "letter": "C",
          "text": "Hotel and restaurant codes"
        },
        {
          "letter": "D",
          "text": "Personal liability guidelines 30"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Which of the following standards may the fire commissioner adopt?"
      }
    ],
    "id": "325ab5bc-a157-4398-aeac-0a0cf35730fb",
    "created_at": "2025-10-15T12:25:42.598904",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.150410"
  },
  {
    "question": "What technology is used in Photo Electric Light Scattering Smoke Detection?",
    "answer": "A light source and photosensitive sensor",
    "definition": "In Photo Electric Light Scattering Smoke Detection, the mechanism relies on a light source and a photosensitive sensor to detect smoke particles in the air. This technology operates on the principle of light scattering, where light emitted from a source is interrupted by smoke particles present in the environment. When smoke enters the detection chamber, the particles scatter the light, causing the photosensitive sensor to detect a significant change in light intensity. This response triggers the alarm system, indicating the presence of smoke.  The use of a light source and sensor is fundamental to this type of smoke detection because it effectively allows for the identification of smoke at various stages, making it a reliable option for early fire detection.",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "141",
      "stem": "What technology is used in Photo Electric Light Scattering Smoke Detection?",
      "correct": "A light source and photosensitive sensor",
      "correct_letter": "B",
      "distractors": [
        "A microphone and speaker system",
        "A gas sensor and alarm signal",
        "A thermal camera and visual alert"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "A microphone and speaker system"
        },
        {
          "letter": "B",
          "text": "A light source and photosensitive sensor"
        },
        {
          "letter": "C",
          "text": "A gas sensor and alarm signal"
        },
        {
          "letter": "D",
          "text": "A thermal camera and visual alert"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "What technology is used in Photo Electric Light Scattering Smoke Detection?"
      }
    ],
    "id": "380aadb3-393e-4769-8c29-43c19c6096cc",
    "created_at": "2025-10-15T12:25:42.598932",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.150435"
  },
  {
    "question": "What type of inspections can be indicated on an inspection label?",
    "answer": "New installation, semi-annual, quarterly, or annual inspections",
    "definition": "inspections The option indicating that an inspection label can reflect new installations, semi-annual, quarterly, or annual inspections is correct because it encompasses a broad range of inspection types that are required for fire alarm systems. This range ensures compliance with both manufacturer guidelines and the regulatory standards that govern fire safety. Inspection labels must provide clear documentation of all types of inspections performed. This includes new installations, which verify that the system has been correctly set up, as well as various periodic inspections such as semi-annual and quarterly checks that ensure ongoing functionality and compliance with safety regulations. Annual inspections are also listed, as they are typically mandated to confirm that the system remains operational and adheres to relevant codes.  The other options limit the scope of what can be documented on an inspection label. For instance, only indicating annual inspections does not reflect the comprehensive inspection schedule needed for proper fire alarm system maintenance. Mentioning casual checks does not align with the formal and regulatory nature of the inspections required. Finally, specifying only state-mandated inspections ignores the additional inspection types that are often utilized in practice to ensure full compliance and readiness of fire safety systems. 158",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "142",
      "stem": "What type of inspections can be indicated on an inspection label?",
      "correct": "New installation, semi-annual, quarterly, or annual inspections",
      "correct_letter": "B",
      "distractors": [
        "Only annual inspections",
        "Casual checks",
        "Only state-mandated inspections"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Only annual inspections"
        },
        {
          "letter": "B",
          "text": "New installation, semi-annual, quarterly, or annual inspections"
        },
        {
          "letter": "C",
          "text": "Casual checks"
        },
        {
          "letter": "D",
          "text": "Only state-mandated inspections"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "What type of inspections can be indicated on an inspection label?"
      }
    ],
    "id": "d0dc4d0f-6d00-4ae3-a6d4-2b39047b2867",
    "created_at": "2025-10-15T12:25:42.598959",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.150457"
  },
  {
    "question": "What is not needed if a single open, ground, or short circuit does not affect equipment operation?",
    "answer": "Monitoring for integrity",
    "definition": "Monitoring for integrity is not needed if a single open, ground, or short circuit does not affect equipment operation because the purpose of integrity monitoring is to ensure that all components of a fire alarm system are functioning correctly and can communicate effectively. If a fault such as an open, ground, or short circuit has no impact on the overall performance or operation of the equipment, then ongoing integrity monitoring is deemed unnecessary for that specific issue.   In contrast, regular inspections are crucial to identify potential hazards and maintain the fire alarm system's operational readiness. Alarm history logs are important to track the activity and performance of the alarm system over time, allowing for better management of maintenance and response strategies. Monthly testing serves to verify that the fire alarm system is functioning correctly and will operate as required in an emergency situation. Each of these components plays a significant role in ensuring the overall reliability and effectiveness of fire alarm systems. 159",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "144",
      "stem": "What is not needed if a single open, ground, or short circuit does not affect equipment operation?",
      "correct": "Monitoring for integrity",
      "correct_letter": "A",
      "distractors": [
        "Regular inspections",
        "Alarm history logs",
        "Monthly testing"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Monitoring for integrity"
        },
        {
          "letter": "B",
          "text": "Regular inspections"
        },
        {
          "letter": "C",
          "text": "Alarm history logs"
        },
        {
          "letter": "D",
          "text": "Monthly testing"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "What is not needed if a single open, ground, or short circuit does not affect equipment operation?"
      }
    ],
    "id": "d5a33598-765c-4478-8f27-bd79a36fcfbc",
    "created_at": "2025-10-15T12:25:42.599064",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.150541"
  },
  {
    "question": "Which license applicant is required to take only the fire marshal's technical test?",
    "answer": "Residential fire alarm single station applicants",
    "definition": "The requirement for the residential fire alarm single station applicants to take only the fire marshal's technical test is based on the licensing structure that distinguishes between the various roles within the fire alarm industry. This specific group is focused on the installation, maintenance, and inspection of single-station fire alarm systems, which are typically less complex than those handled by fire alarm planning superintendents, fire alarm technicians, or fire alarm inspectors.  The technical test for this category assesses the fundamental technical knowledge required to ensure compliance with safety standards and regulations applicable to residential systems. Unlike the other roles, which may require more extensive knowledge of system design, code compliance, and broader system integration, the scope for residential fire alarm single station applicants is more focused and straightforward.  In contrast, fire alarm planning superintendent applicants, fire alarm technician applicants, and fire alarm inspector applicants would typically need to demonstrate a deeper understanding of fire alarm systems, encompassing design, installation standards, and inspection protocols, necessitating additional tests beyond just the fire marshal's technical test.",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "145",
      "stem": "Which license applicant is required to take only the fire marshal's technical test?",
      "correct": "Residential fire alarm single station applicants",
      "correct_letter": "B",
      "distractors": [
        "Fire Alarm Planning Superintendent applicants",
        "Fire alarm technician applicants",
        "Fire alarm inspector applicants 31"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Fire Alarm Planning Superintendent applicants"
        },
        {
          "letter": "B",
          "text": "Residential fire alarm single station applicants"
        },
        {
          "letter": "C",
          "text": "Fire alarm technician applicants"
        },
        {
          "letter": "D",
          "text": "Fire alarm inspector applicants 31"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Which license applicant is required to take only the fire marshal's technical test?"
      }
    ],
    "id": "f96b5a23-bbe5-45a4-8d33-5787d05fa7cb",
    "created_at": "2025-10-15T12:25:42.599096",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.150566"
  },
  {
    "question": "What is the definition of monitoring equipment in fire alarm systems?",
    "answer": "Equipment that transmits and receives fire signals",
    "definition": "Monitoring equipment in fire alarm systems refers specifically to devices that transmit and receive fire signals. These devices play a critical role in ensuring the effectiveness of a fire alarm system by allowing for real-time communication between the building's alarm system and a central monitoring station. When a fire alarm is triggered, the monitoring equipment sends a signal to the monitoring center, which can then take appropriate action, such as notifying emergency services.  This definition is essential for understanding how fire alarm systems operate and the importance of monitoring in maintaining safety. The presence of monitoring equipment allows for a prompt response in case of a fire, helping to protect lives and property.   Other choices provided relate to different aspects of fire alarm systems but do not define monitoring equipment. For instance, tools for equipment repairs focus on maintenance rather than transmission and communication functions. Devices for installation compliance checks deal with ensuring that the fire alarm system meets regulations but do not involve transmission of signals. Alarms acting independently of monitoring services refer to systems that operate on their own without external communication, which is contrary to the concept of monitoring. 160",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "146",
      "stem": "What is the definition of monitoring equipment in fire alarm systems?",
      "correct": "Equipment that transmits and receives fire signals",
      "correct_letter": "C",
      "distractors": [
        "Tools used for equipment repairs",
        "Devices for installation compliance checks",
        "Alarms that act independently of monitoring services"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Tools used for equipment repairs"
        },
        {
          "letter": "B",
          "text": "Devices for installation compliance checks"
        },
        {
          "letter": "C",
          "text": "Equipment that transmits and receives fire signals"
        },
        {
          "letter": "D",
          "text": "Alarms that act independently of monitoring services"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "What is the definition of monitoring equipment in fire alarm systems?"
      }
    ],
    "id": "545744a6-6d9e-4db8-9420-353064876188",
    "created_at": "2025-10-15T12:25:42.599130",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.150589"
  },
  {
    "question": "What conditions must be met for a system that requires two automatic detectors to initiate an alarm?",
    "answer": "The system is not prohibited by the authority having jurisdiction",
    "definition": "jurisdiction For a system that requires two automatic detectors to initiate an alarm, one key condition is that the system must not be prohibited by the authority having jurisdiction. This means that local laws, codes, or regulations governing fire safety and alarm systems must permit the use of such a configuration. The authority having jurisdiction can set specific requirements based on local risk assessments, building types, or other safety considerations. If the regulations do not allow for this kind of system setup, it cannot be implemented regardless of whether the other conditions are met.   Selecting the correct option reflects an understanding of the regulatory framework that governs fire alarm installations, emphasizing the importance of adhering to local fire safety codes and standards.",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "147",
      "stem": "What conditions must be met for a system that requires two automatic detectors to initiate an alarm?",
      "correct": "The system is not prohibited by the authority having jurisdiction",
      "correct_letter": "B",
      "distractors": [
        "At least one detector must be manually activated",
        "All detectors must be interconnected",
        "Only one detector is needed in each protected space"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "At least one detector must be manually activated"
        },
        {
          "letter": "B",
          "text": "The system is not prohibited by the authority having jurisdiction"
        },
        {
          "letter": "C",
          "text": "All detectors must be interconnected"
        },
        {
          "letter": "D",
          "text": "Only one detector is needed in each protected space"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "What conditions must be met for a system that requires two automatic detectors to initiate an alarm?"
      }
    ],
    "id": "e47dd49e-99a7-42bf-a1ea-ce1becc81397",
    "created_at": "2025-10-15T12:25:42.599201",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.150667"
  },
  {
    "question": "What must be included on the inspection label regarding the firm?",
    "answer": "Firm’s name, address, telephone, and registration number",
    "definition": "The inspection label must include the firm’s name, address, telephone, and registration number because this information provides essential identification and legitimacy for the firm responsible for the inspection. Including the firm's contact details ensures that any relevant parties—such as building owners, inspectors, and regulatory agencies—can easily identify and reach out to the firm if there are concerns, follow-ups, or questions regarding the inspection.   This requirement also promotes accountability, as it associates the inspection findings with a qualified firm. The firm’s registration number adds a layer of verification, allowing stakeholders to confirm that the firm is licensed and authorized to perform fire alarm inspections. The emphasis on clear identification helps maintain standards of safety and compliance within the fire alarm industry. 161",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "148",
      "stem": "What must be included on the inspection label regarding the firm?",
      "correct": "Firm’s name, address, telephone, and registration number",
      "correct_letter": "C",
      "distractors": [
        "Owner’s personal identification",
        "Licensee’s work history",
        "Current job site location"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Owner’s personal identification"
        },
        {
          "letter": "B",
          "text": "Licensee’s work history"
        },
        {
          "letter": "C",
          "text": "Firm’s name, address, telephone, and registration number"
        },
        {
          "letter": "D",
          "text": "Current job site location"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "What must be included on the inspection label regarding the firm?"
      }
    ],
    "id": "e029a6aa-c60c-4433-93cd-2c0588151fd6",
    "created_at": "2025-10-15T12:25:42.599236",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.150695"
  },
  {
    "question": "How long must a service label remain in place?",
    "answer": "Two years",
    "definition": "The correct answer indicates that a service label must remain in place for two years. This timeframe is crucial for maintaining compliance with regulations governing fire alarm systems. The service label typically provides essential information about the date of the last service, the technician's details, and any pertinent notes regarding the condition of the system. Keeping the label in place for two years helps ensure that the system is monitored adequately for maintenance and safety checks.  This two-year period aligns with the recommended practices for inspections and testing of fire alarm systems, allowing for proper documentation and record-keeping. It reflects an industry-standard approach to maintaining fire safety protocols, ensuring that users are always aware of when the last service occurred and when the next one should be scheduled to maintain operational integrity and safety compliance.",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "149",
      "stem": "How long must a service label remain in place?",
      "correct": "Two years",
      "correct_letter": "B",
      "distractors": [
        "One year",
        "Five years",
        "Until the next service"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "One year"
        },
        {
          "letter": "B",
          "text": "Two years"
        },
        {
          "letter": "C",
          "text": "Five years"
        },
        {
          "letter": "D",
          "text": "Until the next service"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "How long must a service label remain in place?"
      }
    ],
    "id": "94a4abbf-c8ab-4b4c-bdfc-3ddde1a23c57",
    "created_at": "2025-10-15T12:25:42.599269",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.150719"
  },
  {
    "question": "What function does the photoelectric principle serve in smoke detection?",
    "answer": "Measures density of smoke particles",
    "definition": "The photoelectric principle in smoke detection operates by measuring the density of smoke particles in the air. This technology employs a light source and a light-sensitive sensor within the smoke detector. When smoke enters the detection chamber, it interrupts or scatters the light beam, which causes a change in the intensity of light detected by the sensor. As more smoke particles accumulate, the density increases, leading to a more significant disruption of the light, which triggers the alarm.  The focus on density measurement is key because variations in smoke density correlate directly with the presence of fire. The photoelectric smoke detector is particularly effective for detecting smoldering fires, which produce a lot of smoke without much heat, making it crucial for early detection and response. This characteristic makes the device highly reliable in environments where smoke may precede a significant temperature rise. 162",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "150",
      "stem": "What function does the photoelectric principle serve in smoke detection?",
      "correct": "Measures density of smoke particles",
      "correct_letter": "B",
      "distractors": [
        "Detects changes in temperature",
        "Activates the alarm system",
        "Controls the heating system 32"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Detects changes in temperature"
        },
        {
          "letter": "B",
          "text": "Measures density of smoke particles"
        },
        {
          "letter": "C",
          "text": "Activates the alarm system"
        },
        {
          "letter": "D",
          "text": "Controls the heating system 32"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "What function does the photoelectric principle serve in smoke detection?"
      }
    ],
    "id": "533eae4c-c1c0-4966-a9ed-cbb391a74aa8",
    "created_at": "2025-10-15T12:25:42.599296",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.150739"
  },
  {
    "question": "What type of maintenance is required for fire alarm systems?",
    "answer": "Regular functional testing and inspections",
    "definition": "Fire alarm systems require regular functional testing and inspections as part of their maintenance to ensure they are operational and reliable in case of an emergency. This maintenance practice involves not only checking the physical components for visible damage but also conducting tests to confirm that the system responds correctly when activated. These tests can include checking detectors, alarms, and any other system components to verify that they function as intended. Adhering to these maintenance protocols helps ensure that the fire alarm system will provide adequate protection for occupants by functioning properly during a fire event.  Visual inspections alone are insufficient, as they do not confirm operational readiness. Daily usage checks by occupants, while helpful for awareness, do not meet the comprehensive testing standards required. Periodic inventory of alarm devices focuses on the quantity and type of equipment but does not assess their functionality. Therefore, regular functional testing and inspections are vital to maintaining the integrity of fire alarm systems.",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "151",
      "stem": "What type of maintenance is required for fire alarm systems?",
      "correct": "Regular functional testing and inspections",
      "correct_letter": "B",
      "distractors": [
        "Only visual inspections",
        "Daily usage checks by building occupants",
        "Periodic inventory of alarm devices"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Only visual inspections"
        },
        {
          "letter": "B",
          "text": "Regular functional testing and inspections"
        },
        {
          "letter": "C",
          "text": "Daily usage checks by building occupants"
        },
        {
          "letter": "D",
          "text": "Periodic inventory of alarm devices"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "What type of maintenance is required for fire alarm systems?"
      }
    ],
    "id": "3a8b8e38-6fcf-466c-abfd-a629e6f788e5",
    "created_at": "2025-10-15T12:25:42.599322",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.150760"
  },
  {
    "question": "What color is an inspection label indicating that a test has been conducted?",
    "answer": "Blue",
    "definition": "An inspection label that indicates a test has been conducted is color-coded blue. This blue label serves as a standardized way to signify that the fire alarm system has recently undergone testing and that it has passed the necessary safety protocols. The use of specific colors in labeling helps distinguish the status of safety equipment quickly and effectively, ensuring that any relevant personnel can easily identify whether a system is operational and compliant with safety regulations. This color coding is crucial for maintaining safety standards and providing clear communication within the fire safety industry. 163",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "152",
      "stem": "What color is an inspection label indicating that a test has been conducted?",
      "correct": "Blue",
      "correct_letter": "D",
      "distractors": [
        "Red",
        "Green",
        "Yellow"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Red"
        },
        {
          "letter": "B",
          "text": "Green"
        },
        {
          "letter": "C",
          "text": "Yellow"
        },
        {
          "letter": "D",
          "text": "Blue"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "What color is an inspection label indicating that a test has been conducted?"
      }
    ],
    "id": "a38cc9a0-72a3-4b54-98d9-ee2b27ef4351",
    "created_at": "2025-10-15T12:25:42.599379",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.150812"
  },
  {
    "question": "What characterizes a spot type sensor?",
    "answer": "It is concentrated at a specific location",
    "definition": "A spot type sensor is characterized by its ability to detect changes in its immediate environment at a specific location. This type of sensor is designed to respond to smoke, heat, or other indicators of a fire that occurs in a particular area, which allows for precise monitoring and alerting within that defined zone. Spot type sensors, typically used in residential and small commercial settings, are strategically placed where they are most effective for early detection.  The focus on localized detection enables rapid response to potential fire incidents and makes spot type sensors an essential component of fire alarm systems. By identifying smoke or heat at a particular point, these sensors contribute to more accurate alarm notifications, helping to ensure safety and prompt evacuation if necessary.   In contrast, the other options describe characteristics that do not align with the purpose and function of spot type sensors. For instance, these sensors are not designed to cover large areas simultaneously or monitor multiple elements at once, which is better suited to other sensor types, like beam detectors or multi-criteria detectors. Rather than avoiding maintenance, spot type sensors require regular testing and upkeep to ensure they function correctly over time.",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "153",
      "stem": "What characterizes a spot type sensor?",
      "correct": "It is concentrated at a specific location",
      "correct_letter": "B",
      "distractors": [
        "It detects smoke in large areas only",
        "It monitors multiple elements simultaneously",
        "It does not require maintenance"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "It detects smoke in large areas only"
        },
        {
          "letter": "B",
          "text": "It is concentrated at a specific location"
        },
        {
          "letter": "C",
          "text": "It monitors multiple elements simultaneously"
        },
        {
          "letter": "D",
          "text": "It does not require maintenance"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "What characterizes a spot type sensor?"
      }
    ],
    "id": "d2ec1bb1-60c1-4d10-8d7e-35b63d717808",
    "created_at": "2025-10-15T12:25:42.599408",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.150836"
  },
  {
    "question": "What action should be taken if an elevator fails to recall during an alarm condition?",
    "answer": "Immediately notify the maintenance team",
    "definition": "In the scenario where an elevator fails to recall during an alarm condition, the appropriate action is to immediately notify the maintenance team. This is crucial because elevators are designed to respond to fire alarms by recalling to a designated floor (usually the ground floor) to ensure the safety of individuals within the building. If the elevator does not initiate this recall, it poses a significant risk during an emergency situation.   Notifying the maintenance team promptly allows them to investigate the malfunction, assess the elevator's systems, and address any issues that may prevent safe operations. This prompt action aligns with standard safety protocols, ensuring that the elevator can be brought back into compliance with safety regulations and helps to safeguard the occupants of the building.   In contrast, other actions such as documenting the incident and continuing operation, resetting the fire alarm system, or waiting for the next scheduled maintenance would either ignore the immediate safety risk or delay addressing the malfunction, compromising the safety of individuals during an alarm condition. 164",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "154",
      "stem": "What action should be taken if an elevator fails to recall during an alarm condition?",
      "correct": "Immediately notify the maintenance team",
      "correct_letter": "B",
      "distractors": [
        "Document the incident and continue operation",
        "Reset the fire alarm system",
        "Wait until the next scheduled maintenance"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Document the incident and continue operation"
        },
        {
          "letter": "B",
          "text": "Immediately notify the maintenance team"
        },
        {
          "letter": "C",
          "text": "Reset the fire alarm system"
        },
        {
          "letter": "D",
          "text": "Wait until the next scheduled maintenance"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "What action should be taken if an elevator fails to recall during an alarm condition?"
      }
    ],
    "id": "051de5d2-dac8-49ad-a552-6325fff8bf0a",
    "created_at": "2025-10-15T12:25:42.599437",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.150858"
  },
  {
    "question": "In which situation do the Texas fire rules not apply to certified electricians?",
    "answer": "When they install single station residential equipment",
    "definition": "In Texas, the rules governing fire alarms are specifically designed to ensure a high level of safety and compliance with fire codes. Certified electricians are typically required to adhere to these regulations in various scenarios, particularly when involved in installations that could impact fire safety.  When it comes to the installation of single station residential equipment, such as smoke detectors or carbon monoxide alarms that are designed to be standalone units, Texas fire rules do not apply. This is because the installation of these systems is often considered a less complex task that does not pose the same risks as designing or installing more extensive fire alarm systems. Single station equipment is typically regulated under electrical codes rather than fire codes, which allows certified electricians greater flexibility in these specific instances.   In contrast, other situations such as installing decorative lighting, designing fire alarms, or supervising unlicensed workers involve more parameters and oversight due to their significant implications for fire safety and compliance with local fire codes. 165",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "156",
      "stem": "In which situation do the Texas fire rules not apply to certified electricians?",
      "correct": "When they install single station residential equipment",
      "correct_letter": "B",
      "distractors": [
        "When they install decorative lighting",
        "When they design fire alarms",
        "When supervising unlicensed workers"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "When they install decorative lighting"
        },
        {
          "letter": "B",
          "text": "When they install single station residential equipment"
        },
        {
          "letter": "C",
          "text": "When they design fire alarms"
        },
        {
          "letter": "D",
          "text": "When supervising unlicensed workers"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "In which situation do the Texas fire rules not apply to certified electricians?"
      }
    ],
    "id": "cd113826-0f99-4fc3-85e2-0944b41edcf4",
    "created_at": "2025-10-15T12:25:42.599501",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.150900"
  },
  {
    "question": "What does P.L.F.A stand for in fire alarm terminology?",
    "answer": "Power Limited Fire Alarm",
    "definition": "Power Limited Fire Alarm refers to a specific type of fire alarm system that operates within a certain electrical power range. This designation is important in fire alarm design and installation because it signifies that the system is engineered to operate at low voltage levels, which enhances safety and helps to mitigate the risk of electrical shock to users, as well as to wiring and connected devices. Power-limited circuits are often required to comply with the National Fire Protection Association (NFPA) regulations and local electrical codes.  In addition, using power-limited circuits can reduce the possibility of false alarms caused by electrical interference and contribute to the overall reliability of the fire alarm system. The use of power-limited technology is especially relevant in environments where safety is a top priority, such as schools, hospitals, and commercial buildings.  The other options do not accurately represent established fire alarm terminology, which reinforces why Power Limited Fire Alarm is the correct answer.",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "157",
      "stem": "What does P.L.F.A stand for in fire alarm terminology?",
      "correct": "Power Limited Fire Alarm",
      "correct_letter": "B",
      "distractors": [
        "Permanent Life Fire Alarm",
        "Permanently Low Fire Alarm",
        "Priority Limited Fire Alarm"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Permanent Life Fire Alarm"
        },
        {
          "letter": "B",
          "text": "Power Limited Fire Alarm"
        },
        {
          "letter": "C",
          "text": "Permanently Low Fire Alarm"
        },
        {
          "letter": "D",
          "text": "Priority Limited Fire Alarm"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "What does P.L.F.A stand for in fire alarm terminology?"
      }
    ],
    "id": "b861ddfa-9097-4664-ac5a-e1912d2f811a",
    "created_at": "2025-10-15T12:25:42.599562",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.150945"
  },
  {
    "question": "What is one requirement for the fastening of cables near the ground?",
    "answer": "Cables must be fastened at specified intervals",
    "definition": "Cables must be fastened at specified intervals near the ground to ensure safety and compliance with electrical codes. This requirement helps prevent tripping hazards and maintains the integrity of the installation. Proper fastening is essential to protect the cables from damage and to prevent them from becoming loose over time, which could lead to unsafe conditions such as electrical shorts or exposure to environmental factors that could degrade the cable.  Fastening cables at specified intervals also aids in organization and ease of maintenance, as it keeps the wiring system orderly and less susceptible to interference from physical disturbances. This practice follows established guidelines and standards, which are designed to protect both the installation and the individuals who may come into contact with the cables. 166",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "158",
      "stem": "What is one requirement for the fastening of cables near the ground?",
      "correct": "Cables must be fastened at specified intervals",
      "correct_letter": "C",
      "distractors": [
        "Cables must be fastened every foot",
        "Cables must not be fastened at all",
        "Cables can be fastened at any distance"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Cables must be fastened every foot"
        },
        {
          "letter": "B",
          "text": "Cables must not be fastened at all"
        },
        {
          "letter": "C",
          "text": "Cables must be fastened at specified intervals"
        },
        {
          "letter": "D",
          "text": "Cables can be fastened at any distance"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "What is one requirement for the fastening of cables near the ground?"
      }
    ],
    "id": "5c360b53-4566-48b7-ad76-583a30bfe0b1",
    "created_at": "2025-10-15T12:25:42.599594",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.150970"
  },
  {
    "question": "What spacing measurement is required when multiple detectors are used on a ceiling?",
    "answer": "All points must have a detector equal to 0.7 times the listed spacing",
    "definition": "spacing spacing When multiple detectors are placed on a ceiling, the requirement dictates that all points must have a detector coverage equal to 0.7 times the listed spacing. This ensures that the coverage provided by the detectors is effective and reliable in detecting smoke or heat within the space. The reason for using 0.7 times the listed spacing is to account for factors like ceiling height, obstructions, and potential air movement that can influence the distribution and behavior of smoke or heat.  By adhering to this standard, designers and installers of fire alarm systems can ensure that there are no gaps in coverage which could allow smoke or heat to go undetected. This measurement helps create a more robust and compliant fire protection system, ultimately contributing to a safer environment in the event of a fire.",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "159",
      "stem": "What spacing measurement is required when multiple detectors are used on a ceiling?",
      "correct": "All points must have a detector equal to 0.7 times the listed spacing",
      "correct_letter": "B",
      "distractors": [
        "All points must have a detector equal to 0.5 times the listed spacing",
        "All points must have a detector equal to the listed spacing",
        "No specific measurement is required"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "All points must have a detector equal to 0.5 times the listed spacing"
        },
        {
          "letter": "B",
          "text": "All points must have a detector equal to 0.7 times the listed spacing"
        },
        {
          "letter": "C",
          "text": "All points must have a detector equal to the listed spacing"
        },
        {
          "letter": "D",
          "text": "No specific measurement is required"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "What spacing measurement is required when multiple detectors are used on a ceiling?"
      }
    ],
    "id": "cc48d31d-86ff-4631-a77a-7ed82f1d95be",
    "created_at": "2025-10-15T12:25:42.599623",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.150991"
  },
  {
    "question": "What does the acronym N.F.P.A stand for?",
    "answer": "National Fire Protection Association",
    "definition": "The acronym N.F.P.A stands for the National Fire Protection Association. This organization is critical in the field of fire safety, providing codes, standards, and educational resources to ensure fire protection and prevention across various sectors, including residential, commercial, and industrial environments. The N.F.P.A develops and publishes standards that guide the installation of fire alarm systems, the maintenance of fire protection equipment, and overall fire safety practices. This helps to establish consistent safety protocols and ensures that buildings meet necessary fire safety standards, which is essential for protecting lives and property.   The other options listed either mislabel the organization or do not exist as recognized authorities in fire safety, which is why they are not applicable in this context. Understanding the role of the N.F.P.A is essential for anyone involved in fire safety and alarm system installation, as adherence to their standards is crucial for compliance and safety. 167",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "160",
      "stem": "What does the acronym N.F.P.A stand for?",
      "correct": "National Fire Protection Association",
      "correct_letter": "A",
      "distractors": [
        "National Federal Protection Agency",
        "National Fire Prevention Association",
        "National Fire Policy Administration 34"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "National Fire Protection Association"
        },
        {
          "letter": "B",
          "text": "National Federal Protection Agency"
        },
        {
          "letter": "C",
          "text": "National Fire Prevention Association"
        },
        {
          "letter": "D",
          "text": "National Fire Policy Administration 34"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "What does the acronym N.F.P.A stand for?"
      }
    ],
    "id": "f37662a2-8f84-49da-9cb6-ba174ff2e98a",
    "created_at": "2025-10-15T12:25:42.599670",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.151012"
  },
  {
    "question": "What is the primary purpose of the Texas fire rules?",
    "answer": "To regulate the planning, installation, and maintenance of fire systems",
    "definition": "fire systems The primary purpose of the Texas fire rules is to regulate the planning, installation, and maintenance of fire systems. This ensures that fire protection systems are designed and maintained to effectively prevent, detect, and respond to fire emergencies. By establishing a framework for compliance with safety standards and best practices, these rules help protect lives and property by reducing the risk of fire incidents and enhancing overall safety. This focus on regulation supports the installation of systems that are reliable and effective in case of a fire, making it crucial for the safety and well-being of the community.   The other options do not accurately reflect the essential objectives of fire rules. While aesthetic appeal, cost reduction, or eliminating fire alarms may have some relevance in specific discussions, they do not align with the primary goal of ensuring safety through regulated and reliable fire protection measures.",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "161",
      "stem": "What is the primary purpose of the Texas fire rules?",
      "correct": "To regulate the planning, installation, and maintenance of fire systems",
      "correct_letter": "B",
      "distractors": [
        "To enhance the aesthetic appeal of buildings",
        "To eliminate the need for fire alarms entirely",
        "To reduce costs associated with fire safety"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "To enhance the aesthetic appeal of buildings"
        },
        {
          "letter": "B",
          "text": "To regulate the planning, installation, and maintenance of fire systems"
        },
        {
          "letter": "C",
          "text": "To eliminate the need for fire alarms entirely"
        },
        {
          "letter": "D",
          "text": "To reduce costs associated with fire safety"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "What is the primary purpose of the Texas fire rules?"
      }
    ],
    "id": "fbfa3428-b668-4268-b5df-1b2ded24a59e",
    "created_at": "2025-10-15T12:25:42.599713",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.151033"
  },
  {
    "question": "Can you renew your license if you are no longer employed by a registered firm?",
    "answer": "Yes, but you cannot engage in licensed activity until re-employed",
    "definition": "re-employed To obtain and maintain a fire alarm license in Texas, it is essential that license holders remain employed by a registered firm. Renewal processes are designed to ensure that individuals are actively engaged in relevant, licensed activities, which means that if a person is no longer affiliated with a registered firm, their ability to practice in this field is limited.  The correct answer indicates that although someone can renew their license while not currently employed, they must refrain from engaging in any licensed activities until they are re-employed by a registered firm. This approach ensures that the integrity of licensed practice is maintained and encourages ongoing engagement with safety practices and regulations within the industry.   In contrast to this, other choices imply either unrestricted renewal without conditions or engaging in licensing activities regardless of employment status, which undermines the requirements established for ensuring that only qualified individuals operate within the field. 168",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "162",
      "stem": "Can you renew your license if you are no longer employed by a registered firm?",
      "correct": "Yes, but you cannot engage in licensed activity until re-employed",
      "correct_letter": "C",
      "distractors": [
        "Yes, with immediate engagement in licensed activity",
        "No, renewal is not allowed",
        "Yes, without any further conditions"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Yes, with immediate engagement in licensed activity"
        },
        {
          "letter": "B",
          "text": "No, renewal is not allowed"
        },
        {
          "letter": "C",
          "text": "Yes, but you cannot engage in licensed activity until re-employed"
        },
        {
          "letter": "D",
          "text": "Yes, without any further conditions"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Can you renew your license if you are no longer employed by a registered firm?"
      }
    ],
    "id": "c7e33740-c233-4215-a61b-335df6feb835",
    "created_at": "2025-10-15T12:25:42.599780",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.151079"
  },
  {
    "question": "What business change should be reported to the Marshall but does not require a revised certificate?",
    "answer": "A change in corporate officers",
    "definition": "A change in corporate officers is the correct answer because, while it is an important business change that must be reported to the state regulatory authority, it does not necessitate obtaining a revised certificate. The regulatory body, in this case, the Marshall, requires notification of the individuals who are responsible for managing or making decisions for the business, as this impacts compliance and oversight.  On the other hand, changes such as the business name or the business model often require a revision of the certificate, as they can fundamentally alter the identity or nature of the business as understood by the regulatory framework. The number of employees, while pertinent for various operational reasons, generally does not trigger the need for a revised certificate either, but it may impact certain compliance aspects related to labor laws and insurance.  Therefore, the focus on corporate officers specifically fits within regulatory guidelines that mandate keeping accurate records for accountability without requiring a complete re-evaluation of the business's licensing.",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "163",
      "stem": "What business change should be reported to the Marshall but does not require a revised certificate?",
      "correct": "A change in corporate officers",
      "correct_letter": "B",
      "distractors": [
        "A change in business name",
        "A change in the number of employees",
        "A change in the business model"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "A change in business name"
        },
        {
          "letter": "B",
          "text": "A change in corporate officers"
        },
        {
          "letter": "C",
          "text": "A change in the number of employees"
        },
        {
          "letter": "D",
          "text": "A change in the business model"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "What business change should be reported to the Marshall but does not require a revised certificate?"
      }
    ],
    "id": "879db2c8-a8d1-4e0c-9d58-a6d75d135e9b",
    "created_at": "2025-10-15T12:25:42.599811",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.151105"
  },
  {
    "question": "Which type of wire is allowed as a substitution for general purpose fire alarm cable?",
    "answer": "CM only",
    "definition": "The correct answer is based on the requirements for fire alarm systems, which have specific standards for the types of cable that can be used. General purpose fire alarm cable is designed to meet certain criteria for fire resistance and safety.   CM (Communications Multistandard) cable can be used as a substitution for general purpose fire alarm cable because it is suitable for use in applications that require a lower degree of fire resistance than fire alarm cables. While CM cables are not specifically designed for fire alarms, they can be acceptable in certain situations where the fire alarm system is within a protected environment or where the risk is deemed lower.  Meanwhile, F.P.L.P (Fire Power Limited Plenum) and F.P.L.R (Fire Power Limited Rise) cables are specifically designed for use in fire alarm systems and are made to meet stricter fire-resistance criteria. Their use is typically restricted to situations where the expected fire performance must be at a higher standard than that provided by general-purpose cables. Therefore, these options would not serve as substitutes for fire alarm cables in contexts where general purpose fire alarm cable is specified.   In summary, CM cables may be permissible under certain conditions, making it the correct substitution option. 169",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "164",
      "stem": "Which type of wire is allowed as a substitution for general purpose fire alarm cable?",
      "correct": "CM only",
      "correct_letter": "C",
      "distractors": [
        "F.P.L.P only",
        "F.P.L.R only",
        "None are allowed"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "F.P.L.P only"
        },
        {
          "letter": "B",
          "text": "F.P.L.R only"
        },
        {
          "letter": "C",
          "text": "CM only"
        },
        {
          "letter": "D",
          "text": "None are allowed"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Which type of wire is allowed as a substitution for general purpose fire alarm cable?"
      }
    ],
    "id": "a8cabd74-c986-44ae-a201-9ebb57f5ceb4",
    "created_at": "2025-10-15T12:25:42.599839",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.151127"
  },
  {
    "question": "What information must be communicated to the local jurisdiction after a red label is attached?",
    "answer": "Notification in writing within five days",
    "definition": "The requirement to communicate to the local jurisdiction after a red label is attached specifically mandates that notification must occur in writing within five days. This action is essential as it serves to formally inform the authorities about the status of the fire alarm system that has been deemed non-compliant or malfunctioning. The red label indicates that the system poses a risk and must be addressed immediately, hence the urgency in notifying local authorities within a set timeframe. This ensures that appropriate steps can be taken to rectify the situation and safeguard the building and its occupants. While inspection results, type, and the condition of the building may be relevant information, the critical action required by law is the timely written notification to the local jurisdiction.",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "165",
      "stem": "What information must be communicated to the local jurisdiction after a red label is attached?",
      "correct": "Notification in writing within five days",
      "correct_letter": "B",
      "distractors": [
        "Inspection results",
        "Inspection type",
        "Condition of the building 35"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Inspection results"
        },
        {
          "letter": "B",
          "text": "Notification in writing within five days"
        },
        {
          "letter": "C",
          "text": "Inspection type"
        },
        {
          "letter": "D",
          "text": "Condition of the building 35"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "What information must be communicated to the local jurisdiction after a red label is attached?"
      }
    ],
    "id": "5441ffce-478b-4a4a-9ed1-9cf71ad29eed",
    "created_at": "2025-10-15T12:25:42.599867",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.151148"
  },
  {
    "question": "Where should a yellow or red label be affixed?",
    "answer": "On the control panel or a permanent location",
    "definition": "A yellow or red label is typically affixed to the control panel or another permanent location to ensure clear visibility and easy identification in case of an emergency or during maintenance activities. These labels serve as important indicators of the condition or status of the fire alarm system, alerting users to any issues that may require attention. The placement on the control panel means that anyone operating or inspecting the system can immediately see the label, which is crucial for safety and operational efficiency.   Other locations, such as a storage closet, the back of the system, or a maintenance log, may not offer the same level of immediate visibility or accessibility that is necessary for effective communication about system status. Therefore, affixing the label in a prominent, permanent spot like the control panel enhances the safety and response protocol for the fire alarm system. 170",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "166",
      "stem": "Where should a yellow or red label be affixed?",
      "correct": "On the control panel or a permanent location",
      "correct_letter": "B",
      "distractors": [
        "Inside a storage closet",
        "On the back of the system",
        "In the maintenance log"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Inside a storage closet"
        },
        {
          "letter": "B",
          "text": "On the control panel or a permanent location"
        },
        {
          "letter": "C",
          "text": "On the back of the system"
        },
        {
          "letter": "D",
          "text": "In the maintenance log"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Where should a yellow or red label be affixed?"
      }
    ],
    "id": "eff47f34-d368-4aad-8523-b75b68ba70e4",
    "created_at": "2025-10-15T12:25:42.599919",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.151218"
  },
  {
    "question": "What is the purpose of an approved testing organization?",
    "answer": "To administer tests to applicants, such as N.I.C.E.T",
    "definition": "An approved testing organization's primary purpose is to administer tests to applicants, such as those conducted by the National Institute for Certification in Engineering Technologies (N.I.C.E.T). These organizations ensure that candidates have the necessary knowledge and skills to perform effectively in the fire alarm installation and maintenance industry. By providing standardized testing procedures, approved testing organizations maintain consistency and integrity in the certification process, allowing for a reliable assessment of an individual’s qualifications.  In contrast, while training applicants in fire alarm technology is important, it falls outside the scope of a testing organization, which focuses specifically on the evaluation aspect. Conducting safety inspections of fire alarm systems is typically the responsibility of certified professionals or inspection agencies rather than a testing organization. Additionally, supplying fire alarm equipment is not related to the role of a testing entity, as their main focus is ensuring that those entering the field are properly certified through testing rather than distributing products.",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "167",
      "stem": "What is the purpose of an approved testing organization?",
      "correct": "To administer tests to applicants, such as N.I.C.E.T",
      "correct_letter": "C",
      "distractors": [
        "To train applicants in fire alarm technology",
        "To conduct safety inspections of fire alarm systems",
        "To supply fire alarm equipment to certified firms"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "To train applicants in fire alarm technology"
        },
        {
          "letter": "B",
          "text": "To conduct safety inspections of fire alarm systems"
        },
        {
          "letter": "C",
          "text": "To administer tests to applicants, such as N.I.C.E.T"
        },
        {
          "letter": "D",
          "text": "To supply fire alarm equipment to certified firms"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "What is the purpose of an approved testing organization?"
      }
    ],
    "id": "622985c4-f778-4a83-9c04-7c9b35df9d2c",
    "created_at": "2025-10-15T12:25:42.599950",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.151243"
  },
  {
    "question": "How long is a renewed certificate of license valid for?",
    "answer": "2 years",
    "definition": "A renewed certificate of license for Texas fire alarm licenses is valid for two years. This two-year period is a standard duration set by licensing authorities, allowing professionals to maintain and demonstrate their competency and knowledge in the field. Consistent with this timeframe, license holders are required to stay updated on industry practices, changes in regulations, and continued education to ensure they meet the standards necessary for maintaining licensure. This renewal cycle helps to uphold safety and professionalism within the industry, as it encourages ongoing training and awareness of best practices. 171",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "168",
      "stem": "How long is a renewed certificate of license valid for?",
      "correct": "2 years",
      "correct_letter": "B",
      "distractors": [
        "1 year",
        "3 years",
        "5 years"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "1 year"
        },
        {
          "letter": "B",
          "text": "2 years"
        },
        {
          "letter": "C",
          "text": "3 years"
        },
        {
          "letter": "D",
          "text": "5 years"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "How long is a renewed certificate of license valid for?"
      }
    ],
    "id": "b69cf6b4-405c-407a-b24c-3e138d31ff54",
    "created_at": "2025-10-15T12:25:42.599981",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.151266"
  },
  {
    "question": "What is the maximum number of water flow switches allowed to be connected to a single initiating device?",
    "answer": "Five",
    "definition": "The maximum number of water flow switches allowed to be connected to a single initiating device is five. This limit is established to ensure that the fire alarm system can effectively monitor and respond to fire conditions while maintaining reliability and accuracy in detection.  Connecting more than five water flow switches to a single initiating device could lead to complications in the event of a fire alarm activation, such as reduced performance or difficulty in pinpointing the location of the issue. Each switch is designed to signal the control panel when water flow is detected, which is crucial for initiating proper responses like notification and suppression systems. Limiting the number of switches ensures that each one can be adequately monitored by the system without risking overwhelming the circuitry or creating confusion in the system’s operation.  Understanding this standard is vital for maintaining compliance with fire safety regulations, ensuring proper system functionality, and guaranteeing that emergency situations can be handled promptly and effectively.",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "169",
      "stem": "What is the maximum number of water flow switches allowed to be connected to a single initiating device?",
      "correct": "Five",
      "correct_letter": "B",
      "distractors": [
        "Three",
        "Ten",
        "One"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Three"
        },
        {
          "letter": "B",
          "text": "Five"
        },
        {
          "letter": "C",
          "text": "Ten"
        },
        {
          "letter": "D",
          "text": "One"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "What is the maximum number of water flow switches allowed to be connected to a single initiating dev"
      }
    ],
    "id": "15bf89c8-13d8-43e9-a6b1-d1f3839ce62e",
    "created_at": "2025-10-15T12:25:42.600007",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.151285"
  },
  {
    "question": "Which requirement is imposed on municipalities or counties regarding fire alarm systems?",
    "answer": "They can require systems to be installed if deemed necessary",
    "definition": "Municipalities or counties have the authority to require the installation of fire alarm systems if they determine it is necessary for public safety. This requirement is rooted in their responsibility to protect the health and welfare of their communities. When local government officials assess the risks associated with fire hazards, such as in certain types of buildings or areas with specific occupancy levels, they can mandate the installation of fire alarm systems to mitigate these risks effectively.  This provision allows local governments to tailor safety requirements to the unique needs of their communities, ensuring that adequate precautions are taken. Local fire codes, which are developed based on national standards but can be customized, often stipulate such requirements, highlighting the importance of proactive safety measures in various environments.   The other options do not align with the responsibilities municipalities or counties hold regarding public safety and fire alarm systems. They cannot opt out of enforcing laws or inspections, nor can they dictate specific brands without justification, as these actions would not support their core role in protecting the community's safety. 172",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "170",
      "stem": "Which requirement is imposed on municipalities or counties regarding fire alarm systems?",
      "correct": "They can require systems to be installed if deemed necessary",
      "correct_letter": "B",
      "distractors": [
        "They can choose not to enforce any laws",
        "They can ignore inspections",
        "They can mandate specific brands for devices 36"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "They can choose not to enforce any laws"
        },
        {
          "letter": "B",
          "text": "They can require systems to be installed if deemed necessary"
        },
        {
          "letter": "C",
          "text": "They can ignore inspections"
        },
        {
          "letter": "D",
          "text": "They can mandate specific brands for devices 36"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Which requirement is imposed on municipalities or counties regarding fire alarm systems?"
      }
    ],
    "id": "9ac450b1-97c8-4f89-a9dd-91e94ef7550b",
    "created_at": "2025-10-15T12:25:42.600038",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.151307"
  },
  {
    "question": "What characterizes a Rate Compensation Detector?",
    "answer": "It responds to a predetermined rate of temperature increase",
    "definition": "A Rate Compensation Detector is specifically designed to respond to a predetermined rate of temperature increase. This characteristic allows it to effectively detect fast-rising heat conditions that could indicate a fire. It monitors the temperature change over time, providing a more reliable detection method compared to other types of detectors that might activate at arbitrary temperature levels.   This feature is particularly useful in environments where normal fluctuations in temperature can occur, as it helps to differentiate between harmless increases and actual fire situations. By focusing on the rate of increase rather than absolute temperature, Rate Compensation Detectors can reduce the number of false alarms caused by conditions that might otherwise trigger response at any given temperature threshold.   Other options do not align with the functioning of a Rate Compensation Detector. For example, detectors that activate at any temperature do not consider the rate of change, while those that measure only smoke levels are not heat detectors at all. Additionally, having no reaction to temperature changes would negate the purpose of a heat detector entirely.",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "171",
      "stem": "What characterizes a Rate Compensation Detector?",
      "correct": "It responds to a predetermined rate of temperature increase",
      "correct_letter": "B",
      "distractors": [
        "It activates at any temperature",
        "It measures only smoke levels",
        "It is unaffected by temperature changes"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "It activates at any temperature"
        },
        {
          "letter": "B",
          "text": "It responds to a predetermined rate of temperature increase"
        },
        {
          "letter": "C",
          "text": "It measures only smoke levels"
        },
        {
          "letter": "D",
          "text": "It is unaffected by temperature changes"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "What characterizes a Rate Compensation Detector?"
      }
    ],
    "id": "01b4efc1-cfe8-4285-807e-668e622e4921",
    "created_at": "2025-10-15T12:25:42.600097",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.151394"
  },
  {
    "question": "What is permitted under a Residential Fire Alarm Superintendent Single Station license?",
    "answer": "Planning, installation, inspection, certifying, servicing, testing, maintaining, and monitoring of residential single station devices and systems",
    "definition": "testing, maintaining, and monitoring of residential single station devices and systems The correct choice highlights the full scope of responsibilities permitted under a Residential Fire Alarm Superintendent Single Station license. This comprehensive coverage includes planning, installation, inspection, certification, servicing, testing, maintaining, and monitoring of residential single station devices and systems.   This is important because single station fire alarm devices, such as smoke alarms, require a variety of skills and knowledge to ensure their proper functioning and compliance with safety standards. The license underscores the need for a trained professional who can handle all aspects from the initial setup to ongoing maintenance and monitoring, ensuring that residential fire safety systems operate reliably in emergency situations. This option encompasses the entire lifecycle of fire alarm systems, which is crucial for maintaining high safety standards in residential settings. Other choices focus on limited aspects of fire safety management and do not provide the comprehensive capabilities that a Residential Fire Alarm Superintendent Single Station license entails. 173",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "172",
      "stem": "What is permitted under a Residential Fire Alarm Superintendent Single Station license?",
      "correct": "Planning, installation, inspection, certifying, servicing, testing, maintaining, and monitoring of residential single station devices and systems",
      "correct_letter": "C",
      "distractors": [
        "Monitoring fire devices only",
        "Installation and maintenance of residential smoke alarms",
        "Building fire alarm systems"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Monitoring fire devices only"
        },
        {
          "letter": "B",
          "text": "Installation and maintenance of residential smoke alarms"
        },
        {
          "letter": "C",
          "text": "Planning, installation, inspection, certifying, servicing, testing, maintaining, and monitoring of residential single station devices and systems"
        },
        {
          "letter": "D",
          "text": "Building fire alarm systems"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "What is permitted under a Residential Fire Alarm Superintendent Single Station license?"
      }
    ],
    "id": "67335a66-6d99-4010-b464-c9d13469eca8",
    "created_at": "2025-10-15T12:25:42.600129",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.151420"
  },
  {
    "question": "What conditions trigger an alarm in Cloud Chamber Smoke detection?",
    "answer": "The presence of smoke particles",
    "definition": "The condition that triggers an alarm in a Cloud Chamber Smoke detection system is the presence of smoke particles. This type of smoke detector operates based on the principle of light scattering, where light is emitted into a chamber filled with air. When smoke particles enter this chamber, they disrupt the path of the light by scattering it. This disruption indicates the presence of smoke and triggers the alarm system.   The other options, while relevant to fire detection in general, do not specifically apply to Cloud Chamber Smoke detection. For instance, an increase in temperature might activate heat detectors, and a sudden change in pressure could relate to other types of detection systems. The activation of a manual pull station is a completely different mechanism and does not involve smoke detection but rather relies on human action to alert the system. Thus, the accurate identification of smoke particles as the trigger for an alarm in this type of detector is essential for understanding its functionality.",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "173",
      "stem": "What conditions trigger an alarm in Cloud Chamber Smoke detection?",
      "correct": "The presence of smoke particles",
      "correct_letter": "B",
      "distractors": [
        "An increase in temperature",
        "A sudden change in pressure",
        "The activation of a manual pull station"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "An increase in temperature"
        },
        {
          "letter": "B",
          "text": "The presence of smoke particles"
        },
        {
          "letter": "C",
          "text": "A sudden change in pressure"
        },
        {
          "letter": "D",
          "text": "The activation of a manual pull station"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "What conditions trigger an alarm in Cloud Chamber Smoke detection?"
      }
    ],
    "id": "7542b22f-a885-4b38-9174-b722ffdc15aa",
    "created_at": "2025-10-15T12:25:42.600163",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.151475"
  },
  {
    "question": "If a license is revoked, how long must one wait to re-apply?",
    "answer": "One year",
    "definition": "When a fire alarm license is revoked, the requirement to wait one year before reapplying is rooted in the need for a period of reflection and remediation. This time frame helps ensure that the individual has addressed the issues that led to the revocation, demonstrating a commitment to compliance and professional standards. A one-year waiting period allows for the evaluation of the candidate's qualifications and understanding of the regulations and practices necessary to operate safely and effectively in the field. This approach emphasizes the importance of maintaining high standards within the industry and encourages individuals to take the necessary steps to regain their license responsibly. The other options suggest shorter or indefinite waiting periods, which would not adequately allow for the necessary reassessment and readiness to re-enter the profession. 174",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "174",
      "stem": "If a license is revoked, how long must one wait to re-apply?",
      "correct": "One year",
      "correct_letter": "B",
      "distractors": [
        "Six months",
        "Two years",
        "Indefinitely"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Six months"
        },
        {
          "letter": "B",
          "text": "One year"
        },
        {
          "letter": "C",
          "text": "Two years"
        },
        {
          "letter": "D",
          "text": "Indefinitely"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "If a license is revoked, how long must one wait to re-apply?"
      }
    ],
    "id": "486c14e1-8aef-4216-87bb-fa9945de8810",
    "created_at": "2025-10-15T12:25:42.600195",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.151545"
  },
  {
    "question": "Who needs to be notified of a total change in a firm's ownership?",
    "answer": "The state licensing authority",
    "definition": "A total change in a firm's ownership is a significant event that impacts the legal and regulatory status of the business. The state licensing authority must be notified because it oversees the licensing requirements and compliance for businesses operating within its jurisdiction, including fire alarm companies. Changes in ownership might affect the validity of the existing license, as licensing is often tied to the individual or entity that holds it. By notifying the state licensing authority, the firm ensures that all necessary updates and approvals are made to continue operating legally and to prevent any lapses in compliance.  Other entities, like the local fire department or the public, might need to know about operational changes in general, but the primary regulatory concern falls on the state licensing authority, which must keep records current to maintain oversight of the industry. Current employees might be affected by the ownership change, but they do not hold the regulatory responsibility that the licensing authority does.",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "175",
      "stem": "Who needs to be notified of a total change in a firm's ownership?",
      "correct": "The state licensing authority",
      "correct_letter": "B",
      "distractors": [
        "The local fire department",
        "Current employees only",
        "The public 37"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "The local fire department"
        },
        {
          "letter": "B",
          "text": "The state licensing authority"
        },
        {
          "letter": "C",
          "text": "Current employees only"
        },
        {
          "letter": "D",
          "text": "The public 37"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Who needs to be notified of a total change in a firm's ownership?"
      }
    ],
    "id": "a6da1552-d4bb-40a5-8a1b-e977a0319095",
    "created_at": "2025-10-15T12:25:42.600253",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.151607"
  },
  {
    "question": "What is a key difference between P.F.L.A and N.P.F.L.A?",
    "answer": "An N.P.L.F.A can operate at up to 600V, while a P.L.F.A has limited voltage",
    "definition": "limited voltage N.P.L.F.A has limited power The distinction between P.F.L.A (Power Limited Fire Alarm) and N.P.F.L.A (Non-Power Limited Fire Alarm) is significant in terms of operational voltage characteristics. The correct choice indicates that an N.P.F.L.A can operate at voltage levels up to 600V, while a P.L.F.A is designed with a limitation on voltage to ensure safety and reduce the risk of electrical hazards in fire alarm systems.  P.F.L.A systems are specifically designed to operate below a certain power threshold, which typically includes voltages that ensure lower current levels, thus mitigating risks associated with fire alarm installation and operation. In contrast, N.P.F.L.A systems, while potentially operating at higher voltage levels (up to 600V), might be used in applications that require greater power or in systems where power limitations are not a substantial concern.  This specification directly addresses safety requirements, code compliance, and the operational context in which these types of fire alarm circuits are utilized, ensuring that industry standards are maintained for fire safety. 175",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "176",
      "stem": "What is a key difference between P.F.L.A and N.P.F.L.A?",
      "correct": "An N.P.L.F.A can operate at up to 600V, while a P.L.F.A has limited voltage",
      "correct_letter": "A",
      "distractors": [
        "A P.L.F.A can operate at unlimited voltage, while an N.P.L.F.A has limited power",
        "P.F.L.A circuits can exceed 600V, while N.P.L.F.A cannot",
        "P.F.L.A operates on battery power, while N.P.F.L.A does not"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "An N.P.L.F.A can operate at up to 600V, while a P.L.F.A has limited voltage"
        },
        {
          "letter": "B",
          "text": "A P.L.F.A can operate at unlimited voltage, while an N.P.L.F.A has limited power"
        },
        {
          "letter": "C",
          "text": "P.F.L.A circuits can exceed 600V, while N.P.L.F.A cannot"
        },
        {
          "letter": "D",
          "text": "P.F.L.A operates on battery power, while N.P.F.L.A does not"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "What is a key difference between P.F.L.A and N.P.F.L.A?"
      }
    ],
    "id": "b755e208-4609-4c02-9238-2636eefb8b1e",
    "created_at": "2025-10-15T12:25:42.600287",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.151648"
  },
  {
    "question": "What is required to renew a license that has been expired for two years or more?",
    "answer": "Take the exam again",
    "definition": "To renew a license that has been expired for two years or more, it is necessary to retake the examination. This requirement ensures that licensees are current with the latest knowledge and practices in fire alarm systems, including updates to codes, standards, and regulations that may have changed during the period of expiration.  The process of requiring retesting serves as a means to maintain a high level of competency and professionalism within the field, ensuring that all licensees are equipped to perform their duties effectively and safely in accordance with the most current standards. It also helps protect the public by ensuring that only qualified individuals are handling fire alarm systems, which are critical for safety.   Meanwhile, submitting a new application and completing an update course might be necessary in some cases, but they do not specifically address the renewal after a prolonged expiration as effectively as retaking the exam does. This approach also emphasizes the importance of continuous education and staying informed in a field that is vital for public safety.",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "177",
      "stem": "What is required to renew a license that has been expired for two years or more?",
      "correct": "Take the exam again",
      "correct_letter": "C",
      "distractors": [
        "Submit a new application",
        "Renew with a late fee",
        "Complete an update course"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Submit a new application"
        },
        {
          "letter": "B",
          "text": "Renew with a late fee"
        },
        {
          "letter": "C",
          "text": "Take the exam again"
        },
        {
          "letter": "D",
          "text": "Complete an update course"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "What is required to renew a license that has been expired for two years or more?"
      }
    ],
    "id": "9fa336b8-b14b-4933-9d6a-199032617bca",
    "created_at": "2025-10-15T12:25:42.600317",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.151676"
  },
  {
    "question": "Which type of detector is most effective at identifying invisible smoke particles?",
    "answer": "Ionization",
    "definition": "The most effective type of detector for identifying invisible smoke particles is the ionization detector. Ionization smoke detectors contain a small amount of radioactive material, which ionizes the air in the sensing chamber and allows electricity to flow through it. When invisible particles from a fire, such as those produced by flaming combustion, enter the chamber, they disrupt this flow of ions, causing the alarm to activate.  Ionization detectors are particularly responsive to fast-burning fires that generate small particles, which are often not visible to the naked eye. This is crucial in early fire detection, as these types of fires can produce smoke that is difficult to see but still poses a significant risk.  In contrast, photoelectric detectors are more sensitive to larger smoke particles typically found in smoldering fires, whereas thermal detectors respond primarily to changes in temperature rather than smoke itself. Combination detectors, while versatile, do not specialize in detecting invisible smoke particles to the extent that ionization detectors do. 176",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "178",
      "stem": "Which type of detector is most effective at identifying invisible smoke particles?",
      "correct": "Ionization",
      "correct_letter": "B",
      "distractors": [
        "Photoelectric",
        "Thermal",
        "Combination"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Photoelectric"
        },
        {
          "letter": "B",
          "text": "Ionization"
        },
        {
          "letter": "C",
          "text": "Thermal"
        },
        {
          "letter": "D",
          "text": "Combination"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Which type of detector is most effective at identifying invisible smoke particles?"
      }
    ],
    "id": "0faad5d1-4ee2-43ba-ba73-c1367249f495",
    "created_at": "2025-10-15T12:25:42.600345",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.151696"
  },
  {
    "question": "What is the primary characteristic of a plenum cable compared to others?",
    "answer": "Higher fire resistance",
    "definition": "The primary characteristic of a plenum cable is its higher fire resistance. This type of cable is specifically designed to meet strict fire safety standards because it is often installed in air handling spaces, or plenums, which facilitate air circulation for heating and air conditioning systems. These areas can quickly spread smoke and flames, so the materials used in plenum cables are made to emit less smoke and have a lower flame spread compared to non-plenum rated cables.   The enhanced fire-resistant properties of plenum cables are crucial in minimizing fire hazards and ensuring safety in commercial and residential buildings. While cost, flexibility, and use in various environments are important considerations for different types of cables, the key defining feature of plenum cable centers on its ability to reduce the risk of fire in sensitive areas. Other cables may not have the same level of fire resistance, making plenum cables essential for installations in specific locations where safety standards are paramount.",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "179",
      "stem": "What is the primary characteristic of a plenum cable compared to others?",
      "correct": "Higher fire resistance",
      "correct_letter": "A",
      "distractors": [
        "Lower cost",
        "It can be used in any environment",
        "More flexible for installation"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Higher fire resistance"
        },
        {
          "letter": "B",
          "text": "Lower cost"
        },
        {
          "letter": "C",
          "text": "It can be used in any environment"
        },
        {
          "letter": "D",
          "text": "More flexible for installation"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "What is the primary characteristic of a plenum cable compared to others?"
      }
    ],
    "id": "d429198f-7b4e-4e19-b8a5-e28798982fc5",
    "created_at": "2025-10-15T12:25:42.600396",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.151744"
  },
  {
    "question": "What is the function of a fire detection device?",
    "answer": "To detect the presence of fire or smoke",
    "definition": "The function of a fire detection device is to detect the presence of fire or smoke. This is critical because early detection can save lives, protect property, and ensure a prompt response to a fire emergency. Fire detection devices, such as smoke alarms and heat detectors, continuously monitor the environment for indicators of fire, such as smoke particles or rapid changes in temperature. When these conditions are detected, the device triggers an alarm to alert occupants of the building, allowing for timely evacuation and the opportunity to call emergency services.  Additionally, fire detection devices are designed not to prevent fires from starting, provide visual decoration, or communicate with firefighters directly. Their primary role is focused on detection and alarm functionalities, making them essential components of any fire safety plan. 177",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "180",
      "stem": "What is the function of a fire detection device?",
      "correct": "To detect the presence of fire or smoke",
      "correct_letter": "B",
      "distractors": [
        "To prevent fires from starting",
        "To provide visual decoration",
        "To communicate with firefighters 38"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "To prevent fires from starting"
        },
        {
          "letter": "B",
          "text": "To detect the presence of fire or smoke"
        },
        {
          "letter": "C",
          "text": "To provide visual decoration"
        },
        {
          "letter": "D",
          "text": "To communicate with firefighters 38"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "What is the function of a fire detection device?"
      }
    ],
    "id": "86c2e628-c7e1-40c3-bd37-858ed4210c99",
    "created_at": "2025-10-15T12:25:42.600427",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.151768"
  },
  {
    "question": "What is expected from automatic testing in a fire alarm system?",
    "answer": "It should be performed at least weekly",
    "definition": "Automatic testing in a fire alarm system is crucial for ensuring the system is functioning properly and can respond effectively in case of an emergency. Performing this testing at least weekly helps identify any issues, such as malfunctioning sensors or wiring problems, that could compromise the system's reliability.  Weekly testing aligns with industry standards and best practices, allowing for frequent monitoring and maintenance. This regular schedule helps ensure that any necessary repairs or adjustments can be made in a timely manner, minimizing the risk of failure in an actual emergency situation.  The other choices imply less frequent testing or lack of scheduling, which may lead to undetected issues within the fire alarm system. Regular, proactive testing is essential for maintaining the integrity and effectiveness of fire alarm systems in protecting life and property.",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "181",
      "stem": "What is expected from automatic testing in a fire alarm system?",
      "correct": "It should be performed at least weekly",
      "correct_letter": "B",
      "distractors": [
        "It should be performed monthly",
        "It does not need to be scheduled",
        "It should only be done during fire drills"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "It should be performed monthly"
        },
        {
          "letter": "B",
          "text": "It should be performed at least weekly"
        },
        {
          "letter": "C",
          "text": "It does not need to be scheduled"
        },
        {
          "letter": "D",
          "text": "It should only be done during fire drills"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "What is expected from automatic testing in a fire alarm system?"
      }
    ],
    "id": "6fcc5219-d9ad-449c-a715-db02c0236fa8",
    "created_at": "2025-10-15T12:25:42.600458",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.151788"
  },
  {
    "question": "When should a yellow label be utilized?",
    "answer": "If the system does not meet applicable codes and standards",
    "definition": "The use of a yellow label is specifically intended to indicate that a fire alarm system does not meet applicable codes and standards. This serves as an important warning sign for both operators and inspectors, signaling that there are deficiencies or non-compliance issues with the system that could affect its performance and safety. Labeling the system with a yellow label helps ensure that necessary corrections or improvements are made promptly to bring the system into compliance, thus safeguarding the occupants of the building and ensuring reliability in emergency situations.   In contrast, other scenarios, such as a fully operational system, one that meets all applicable codes, or a newly installed system, would not warrant a yellow label, as these circumstances indicate compliance and readiness rather than deficiencies. 178",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "182",
      "stem": "When should a yellow label be utilized?",
      "correct": "If the system does not meet applicable codes and standards",
      "correct_letter": "C",
      "distractors": [
        "If the system is fully operational",
        "If the system meets all applicable codes",
        "If the system is newly installed"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "If the system is fully operational"
        },
        {
          "letter": "B",
          "text": "If the system meets all applicable codes"
        },
        {
          "letter": "C",
          "text": "If the system does not meet applicable codes and standards"
        },
        {
          "letter": "D",
          "text": "If the system is newly installed"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "When should a yellow label be utilized?"
      }
    ],
    "id": "0428897b-db25-472c-bf41-04337535b884",
    "created_at": "2025-10-15T12:25:42.600486",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.151807"
  },
  {
    "question": "What characterizes a Cloud Chamber Smoke detector?",
    "answer": "A detector that draws an air sample into a high humidity, low pressure chamber",
    "definition": "pressure chamber A Cloud Chamber Smoke Detector is characterized by its ability to draw an air sample into a chamber that maintains high humidity and low pressure. The principle behind this technology is the enhanced visibility of smoke particles, which condense and become more readily observable in these specific environmental conditions. As air enters the chamber, any smoke present will create a visible trail in the cloud chamber due to the ionization of air particles, which facilitates a more accurate detection of smoke.  This method of detection is particularly effective because it allows for a clear differentiation of smoke particles from other particulates in the air, improving overall sensitivity and performance in detecting smoke. The unique operational characteristics of cloud chamber technology make it distinct in the realm of smoke detection. Other detection methods, such as those relying on sound waves or thermal changes, do not utilize air sampling in the same manner and therefore do not encompass the mechanisms inherent to cloud chamber detectors.",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "183",
      "stem": "What characterizes a Cloud Chamber Smoke detector?",
      "correct": "A detector that draws an air sample into a high humidity, low pressure chamber",
      "correct_letter": "B",
      "distractors": [
        "A detector that uses a heat sensor to detect smoke",
        "A detector that activates through sound waves",
        "A detector that functions without electrical power"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "A detector that uses a heat sensor to detect smoke"
        },
        {
          "letter": "B",
          "text": "A detector that draws an air sample into a high humidity, low pressure chamber"
        },
        {
          "letter": "C",
          "text": "A detector that activates through sound waves"
        },
        {
          "letter": "D",
          "text": "A detector that functions without electrical power"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "What characterizes a Cloud Chamber Smoke detector?"
      }
    ],
    "id": "46713405-fc60-4a1e-ba41-2f363602f4f1",
    "created_at": "2025-10-15T12:25:42.600521",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.151826"
  },
  {
    "question": "Which of the following must NOT be displayed on an inspection label?",
    "answer": "Inspection location",
    "definition": "The inspection label is a vital part of maintaining and documenting the integrity of fire alarm systems. It serves to inform relevant parties about the status of the system and any actions taken regarding its inspection.  While it's important for the inspection label to include details such as the inspection date, which indicates when the last inspection was performed, and the licensee signature, which verifies that the inspection was conducted by a qualified professional, it does not necessarily need to include the specific location of the inspection. The focus is generally on the verification of the service provided rather than the exact geographical location where the inspection occurred.   Including the type of inspection is also crucial as it tells the parties concerned what kind of assessment has been done, such as whether it was an annual inspection, a semi-annual inspection, or any other specific type. Therefore, \"inspection location\" is the aspect that can be omitted from the label, given that it does not impact the validity or integrity of the inspection as clearly as the other elements do. 179",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "184",
      "stem": "Which of the following must NOT be displayed on an inspection label?",
      "correct": "Inspection location",
      "correct_letter": "C",
      "distractors": [
        "Inspection date",
        "Licensee signature",
        "Type of inspection"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Inspection date"
        },
        {
          "letter": "B",
          "text": "Licensee signature"
        },
        {
          "letter": "C",
          "text": "Inspection location"
        },
        {
          "letter": "D",
          "text": "Type of inspection"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Which of the following must NOT be displayed on an inspection label?"
      }
    ],
    "id": "5bebba2e-a868-4dc5-a265-419b57209721",
    "created_at": "2025-10-15T12:25:42.600576",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.151873"
  },
  {
    "question": "What must be monitored for integrity in a fire alarm system?",
    "answer": "The installation wiring between the fire alarm control unit and the relay or other appliance",
    "definition": "and the relay or other appliance Monitoring the integrity of the installation wiring between the fire alarm control unit and the relay or other appliance is crucial because this wiring is responsible for transmitting signals and powering the various components of the fire alarm system. Any compromise in the wiring, such as cuts, corrosion, or loose connections, could prevent the system from functioning correctly, potentially resulting in a failure to detect a fire or to respond effectively to an alarm. Ensuring the integrity of this wiring helps maintain the overall reliability and effectiveness of the fire alarm system.  The other choices are important as well, but they do not focus specifically on the transmission of critical signals and operations that the installation wiring supports. Monitoring the connection to the main power supply ensures that power is supplied to the system, while monitoring the location of the control panel is more about accessibility and environmental factors. The battery backup system needs to be maintained for power redundancy, but these do not directly relate to the integrity of the communication pathways crucial for immediate alarm response.",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "185",
      "stem": "What must be monitored for integrity in a fire alarm system?",
      "correct": "The installation wiring between the fire alarm control unit and the relay or other appliance",
      "correct_letter": "B",
      "distractors": [
        "The connection to the main power supply",
        "The location of the fire alarm control panel",
        "The battery backup system 39"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "The connection to the main power supply"
        },
        {
          "letter": "B",
          "text": "The installation wiring between the fire alarm control unit and the relay or other appliance"
        },
        {
          "letter": "C",
          "text": "The location of the fire alarm control panel"
        },
        {
          "letter": "D",
          "text": "The battery backup system 39"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "What must be monitored for integrity in a fire alarm system?"
      }
    ],
    "id": "05fb1eba-62f3-4f82-9c75-e885e65c9e4c",
    "created_at": "2025-10-15T12:25:42.600610",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.151897"
  },
  {
    "question": "Should a fire hood system and a kitchen be monitored by the fire alarm system?",
    "answer": "Yes",
    "definition": "Fire hood systems, which are designed to suppress fire hazards in kitchens by using extinguishing agents, should indeed be monitored by the fire alarm system. This monitoring is crucial for several reasons.   The integration of the fire hood system with the fire alarm system provides early detection and ensures a quick response to potential fire incidents. If a fire occurs, the alarm system can alert occupants and emergency services, enhancing safety and reducing the likelihood of injury or significant property damage.  Additionally, monitoring ensures that the status of the fire suppression system is continuously checked. If there is a malfunction or the system is discharged, the fire alarm can notify personnel immediately, allowing them to take necessary actions or implement backup safety measures.  While there might be scenarios where kitchen activities vary, ensuring constant monitoring regardless of the time of day or whether cooking is taking place enhances overall safety protocols in commercial kitchens, where the risk of fire can be heightened due to heat and flammable materials. 180",
    "page": 0,
    "method": "test_pdf_mcq",
    "mcq_data": {
      "question_num": "186",
      "stem": "Should a fire hood system and a kitchen be monitored by the fire alarm system?",
      "correct": "Yes",
      "correct_letter": "A",
      "distractors": [
        "No",
        "Only during cooking hours",
        "Only if there is a fire present"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Yes"
        },
        {
          "letter": "B",
          "text": "No"
        },
        {
          "letter": "C",
          "text": "Only during cooking hours"
        },
        {
          "letter": "D",
          "text": "Only if there is a fire present"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Should a fire hood system and a kitchen be monitored by the fire alarm system?"
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    ],
    "id": "c68dc6f6-6d57-4f01-83f8-28f8c035b106",
    "created_at": "2025-10-15T12:25:42.600656",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:16.151918"
  },
  {
    "question": "Which signal priority order is correct for a fire alarm control unit display?",
    "answer": "Alarm, Supervisory, then Trouble",
    "definition": "Definition: Alarms take highest priority, then supervisory, then trouble. Reference: \"NFPA\" 72 (2022) Fundamentals.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "1",
      "stem": "Which signal priority order is correct for a fire alarm control unit display?",
      "correct": "Alarm, Supervisory, then Trouble",
      "correct_letter": "B",
      "distractors": [
        "Trouble, Supervisory, then Alarm",
        "Supervisory, Alarm, then Trouble",
        "Alarm and Trouble are equal"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Trouble, Supervisory, then Alarm"
        },
        {
          "letter": "B",
          "text": "Alarm, Supervisory, then Trouble"
        },
        {
          "letter": "C",
          "text": "Supervisory, Alarm, then Trouble"
        },
        {
          "letter": "D",
          "text": "Alarm and Trouble are equal"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Which signal priority order is correct for a fire alarm control unit display?"
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    "created_at": "2025-10-15T12:26:45.273101",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.110122"
  },
  {
    "question": "What document is required at acceptance to summarize the installed system and tests?",
    "answer": "Record of Completion",
    "definition": "Definition: The Record of Completion captures installed features, software versions, and test results for turnover. Reference: \"NFPA\" 72 (2022) Chapter 7 Documentation.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "2",
      "stem": "What document is required at acceptance to summarize the installed system and tests?",
      "correct": "Record of Completion",
      "correct_letter": "B",
      "distractors": [
        "Owner’s Certificate",
        "\"UL\" Certificate",
        "Inspection Sticker"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Owner’s Certificate"
        },
        {
          "letter": "B",
          "text": "Record of Completion"
        },
        {
          "letter": "C",
          "text": "\"UL\" Certificate"
        },
        {
          "letter": "D",
          "text": "Inspection Sticker"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "What document is required at acceptance to summarize the installed system and tests?"
      }
    ],
    "id": "544015dc-36ec-4f16-8e6d-c0a647f5a5ee",
    "created_at": "2025-10-15T12:26:45.273182",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.110184"
  },
  {
    "question": "Who determines acceptable performance when the code allows alternatives?",
    "answer": "The \"AHJ\"",
    "definition": "Definition: The Authority Having Jurisdiction interprets and accepts code compliant alternatives. Reference: \"NFPA\" 72 (2022) Definitions/Fundamentals.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "3",
      "stem": "Who determines acceptable performance when the code allows alternatives?",
      "correct": "The \"AHJ\"",
      "correct_letter": "C",
      "distractors": [
        "The building owner only",
        "The installer only",
        "The monitoring company"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "The building owner only"
        },
        {
          "letter": "B",
          "text": "The installer only"
        },
        {
          "letter": "C",
          "text": "The \"AHJ\""
        },
        {
          "letter": "D",
          "text": "The monitoring company"
        }
      ]
    },
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      {
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        "quote": "Who determines acceptable performance when the code allows alternatives?"
      }
    ],
    "id": "1410df34-ac0b-441b-9c80-fd1ecf881c98",
    "created_at": "2025-10-15T12:26:45.273221",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.110215"
  },
  {
    "question": "What best describes a protected premises fire alarm system?",
    "answer": "A system serving one building or campus",
    "definition": "Definition: Protected premises systems serve a specific building or group of buildings and may connect to a supervising station. Reference: \"NFPA\" 72 (2022) Chapters 23 and 26.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "4",
      "stem": "What best describes a protected premises fire alarm system?",
      "correct": "A system serving one building or campus",
      "correct_letter": "B",
      "distractors": [
        "A supervising station facility",
        "A security only system",
        "A waterflow bell only"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "A supervising station facility"
        },
        {
          "letter": "B",
          "text": "A system serving one building or campus"
        },
        {
          "letter": "C",
          "text": "A security only system"
        },
        {
          "letter": "D",
          "text": "A waterflow bell only"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "What best describes a protected premises fire alarm system?"
      }
    ],
    "id": "1248c0bf-094f-4902-b65c-9aa3ec9cb717",
    "created_at": "2025-10-15T12:26:45.273256",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.110237"
  },
  {
    "question": "Where should as built drawings and programming revision info be kept?",
    "answer": "On site with the system records",
    "definition": "Definition: Maintain on site documentation: as builts, device lists, software revision data, and test reports. Reference: \"NFPA\" 72 (2022) Chapter 7.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "5",
      "stem": "Where should as built drawings and programming revision info be kept?",
      "correct": "On site with the system records",
      "correct_letter": "C",
      "distractors": [
        "Only at the contractor’s office",
        "On a \"USB\" at the fire department",
        "Not required"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Only at the contractor’s office"
        },
        {
          "letter": "B",
          "text": "On a \"USB\" at the fire department"
        },
        {
          "letter": "C",
          "text": "On site with the system records"
        },
        {
          "letter": "D",
          "text": "Not required"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Where should as built drawings and programming revision info be kept?"
      }
    ],
    "id": "4c43f6c1-09b5-4eeb-910b-915ffd1f65e1",
    "created_at": "2025-10-15T12:26:45.273289",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.110268"
  },
  {
    "question": "What is the minimum secondary power for non voice systems after 24 hours standby?",
    "answer": "5 minutes alarm",
    "definition": "Definition: Non voice protected premises systems provide 24 hours standby then at least five minutes alarm. Voice systems typically need fifteen minutes. Reference: \"NFPA\" 72 (2022) Power Supplies.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "6",
      "stem": "What is the minimum secondary power for non voice systems after 24 hours standby?",
      "correct": "5 minutes alarm",
      "correct_letter": "B",
      "distractors": [
        "1 minute alarm",
        "10 minutes alarm",
        "15 minutes alarm"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "1 minute alarm"
        },
        {
          "letter": "B",
          "text": "5 minutes alarm"
        },
        {
          "letter": "C",
          "text": "10 minutes alarm"
        },
        {
          "letter": "D",
          "text": "15 minutes alarm"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "What is the minimum secondary power for non voice systems after 24 hours standby?"
      }
    ],
    "id": "665aaef0-377c-4bcc-b31b-376b68b6eeca",
    "created_at": "2025-10-15T12:26:45.273321",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.110293"
  },
  {
    "question": "What is the minimum secondary power for voice systems after 24 hours standby?",
    "answer": "15 minutes alarm",
    "definition": "Definition: Voice/alarm communication systems provide 24 hours standby then at least fifteen minutes alarm time. Reference: \"NFPA\" 72 (2022) Power Supplies.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "7",
      "stem": "What is the minimum secondary power for voice systems after 24 hours standby?",
      "correct": "15 minutes alarm",
      "correct_letter": "C",
      "distractors": [
        "5 minutes alarm",
        "10 minutes alarm",
        "30 minutes alarm"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "5 minutes alarm"
        },
        {
          "letter": "B",
          "text": "10 minutes alarm"
        },
        {
          "letter": "C",
          "text": "15 minutes alarm"
        },
        {
          "letter": "D",
          "text": "30 minutes alarm"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "What is the minimum secondary power for voice systems after 24 hours standby?"
      }
    ],
    "id": "82abe144-e225-4a18-89ee-bae0f944b3df",
    "created_at": "2025-10-15T12:26:45.273352",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.110315"
  },
  {
    "question": "Which signals must be clearly distinguishable to operators and occupants?",
    "answer": "All of the above",
    "definition": "Definition: Different hazards require distinct patterns/messages (e.g., fire T 3 vs carbon monoxide T 4). Reference: \"NFPA\" 72 (2022) Chapters 18 and 29; \"NFPA\" 101 (2021).",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "8",
      "stem": "Which signals must be clearly distinguishable to operators and occupants?",
      "correct": "All of the above",
      "correct_letter": "D",
      "distractors": [
        "Fire and security",
        "Fire and carbon monoxide",
        "Trouble and security"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Fire and security"
        },
        {
          "letter": "B",
          "text": "Fire and carbon monoxide"
        },
        {
          "letter": "C",
          "text": "Trouble and security"
        },
        {
          "letter": "D",
          "text": "All of the above"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Which signals must be clearly distinguishable to operators and occupants?"
      }
    ],
    "id": "54a4e066-51a4-4c53-981f-21a52492f418",
    "created_at": "2025-10-15T12:26:45.273379",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.110337"
  },
  {
    "question": "What is the purpose of a sequence of operations (I/O matrix)?",
    "answer": "Show cause and effect of inputs to outputs",
    "definition": "Definition: The sequence matrix documents how inputs drive outputs and is essential for acceptance testing. Reference: \"NFPA\" 72 (2022) Documentation.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "9",
      "stem": "What is the purpose of a sequence of operations (I/O matrix)?",
      "correct": "Show cause and effect of inputs to outputs",
      "correct_letter": "B",
      "distractors": [
        "Replace drawings",
        "Provide only device addresses",
        "Eliminate testing"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Replace drawings"
        },
        {
          "letter": "B",
          "text": "Show cause and effect of inputs to outputs"
        },
        {
          "letter": "C",
          "text": "Provide only device addresses"
        },
        {
          "letter": "D",
          "text": "Eliminate testing"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "What is the purpose of a sequence of operations (I/O matrix)?"
      }
    ],
    "id": "958c2363-947a-4727-a161-9fc3586e9f12",
    "created_at": "2025-10-15T12:26:45.276942",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.111185"
  },
  {
    "question": "Who is responsible for ensuring the system is restored to normal after testing?",
    "answer": "The testing team in coordination with the owner",
    "definition": "Definition: \"ITM\" personnel verify system restoration and notify stakeholders after tests. Reference: \"NFPA\" 72 (2022) Chapter 14 \"ITM\".",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "10",
      "stem": "Who is responsible for ensuring the system is restored to normal after testing?",
      "correct": "The testing team in coordination with the owner",
      "correct_letter": "B",
      "distractors": [
        "The janitor",
        "The fire department only",
        "The monitoring center only"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "The janitor"
        },
        {
          "letter": "B",
          "text": "The testing team in coordination with the owner"
        },
        {
          "letter": "C",
          "text": "The fire department only"
        },
        {
          "letter": "D",
          "text": "The monitoring center only"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Who is responsible for ensuring the system is restored to normal after testing?"
      }
    ],
    "id": "79d8fc2f-c1f6-4058-bc2c-991962e24749",
    "created_at": "2025-10-15T12:26:45.276995",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.111251"
  },
  {
    "question": "What is the typical mounting height for manual pull stations?",
    "answer": "42-48 inches",
    "definition": "Definition: The operable part is commonly located between forty two and forty eight inches above finish floor for accessibility. Reference: \"NFPA\" 72 (2022) Manual Boxes, plus model codes.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "11",
      "stem": "What is the typical mounting height for manual pull stations?",
      "correct": "42-48 inches",
      "correct_letter": "C",
      "distractors": [
        "30-36 inches",
        "36-40 inches",
        "60 inches"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "30-36 inches"
        },
        {
          "letter": "B",
          "text": "36-40 inches"
        },
        {
          "letter": "C",
          "text": "42-48 inches"
        },
        {
          "letter": "D",
          "text": "60 inches"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "What is the typical mounting height for manual pull stations?"
      }
    ],
    "id": "a75963bc-611c-4f52-8f1e-78b83477105e",
    "created_at": "2025-10-15T12:26:45.277034",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.111278"
  },
  {
    "question": "Where should manual pull stations be located on each story?",
    "answer": "Within about 5 feet of each exit doorway",
    "definition": "Definition: Place near exit doorways on the egress path to ensure quick access. Reference: \"NFPA\" 72 (2022) Manual Boxes; \"IBC\" (2021) Section 907.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "12",
      "stem": "Where should manual pull stations be located on each story?",
      "correct": "Within about 5 feet of each exit doorway",
      "correct_letter": "B",
      "distractors": [
        "At random locations",
        "Only in mechanical rooms",
        "Only at the main lobby"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "At random locations"
        },
        {
          "letter": "B",
          "text": "Within about 5 feet of each exit doorway"
        },
        {
          "letter": "C",
          "text": "Only in mechanical rooms"
        },
        {
          "letter": "D",
          "text": "Only at the main lobby"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Where should manual pull stations be located on each story?"
      }
    ],
    "id": "1f2f0363-3614-422d-a145-3eaaaa8327ea",
    "created_at": "2025-10-15T12:26:45.277069",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.111299"
  },
  {
    "question": "What record retention is typical for \"ITM\" documents?",
    "answer": "Retain until the next test (and per local rules)",
    "definition": "Definition: Maintain \"ITM\" records until the next required test, subject to local adoption. Reference: \"NFPA\" 72 (2022) Chapter 14.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "13",
      "stem": "What record retention is typical for \"ITM\" documents?",
      "correct": "Retain until the next test (and per local rules)",
      "correct_letter": "C",
      "distractors": [
        "Discard immediately",
        "Keep one week",
        "Owner decides"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Discard immediately"
        },
        {
          "letter": "B",
          "text": "Keep one week"
        },
        {
          "letter": "C",
          "text": "Retain until the next test (and per local rules)"
        },
        {
          "letter": "D",
          "text": "Owner decides"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "What record retention is typical for \"ITM\" documents?"
      }
    ],
    "id": "10d393eb-1c61-4cc5-9faa-1d8d23c50ab9",
    "created_at": "2025-10-15T12:26:45.277105",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.111320"
  },
  {
    "question": "What is the purpose of a fire alarm trouble signal?",
    "answer": "Indicate off normal equipment condition needing repair",
    "definition": "Definition: Trouble indicates issues like opens, grounds, or power faults that can impair operation. Reference: \"NFPA\" 72 (2022) Fundamentals.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "14",
      "stem": "What is the purpose of a fire alarm trouble signal?",
      "correct": "Indicate off normal equipment condition needing repair",
      "correct_letter": "B",
      "distractors": [
        "Indicate an emergency",
        "Indicate evacuation complete",
        "Indicate sprinkler waterflow"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Indicate an emergency"
        },
        {
          "letter": "B",
          "text": "Indicate off normal equipment condition needing repair"
        },
        {
          "letter": "C",
          "text": "Indicate evacuation complete"
        },
        {
          "letter": "D",
          "text": "Indicate sprinkler waterflow"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "What is the purpose of a fire alarm trouble signal?"
      }
    ],
    "id": "314314ff-bb98-4f7a-98d8-f7f61c7ecf4e",
    "created_at": "2025-10-15T12:26:45.277138",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.111341"
  },
  {
    "question": "Which code primarily dictates when a fire alarm is required in new buildings?",
    "answer": "\"IBC\"",
    "definition": "Definition: The building code (\"IBC\" 2021 §907) establishes where a fire alarm system is required; \"NFPA\" 72 governs how to design and install it.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "15",
      "stem": "Which code primarily dictates when a fire alarm is required in new buildings?",
      "correct": "\"IBC\"",
      "correct_letter": "C",
      "distractors": [
        "\"NFPA\" 72",
        "\"NFPA\" 101 only",
        "\"NEC\""
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "\"NFPA\" 72"
        },
        {
          "letter": "B",
          "text": "\"NFPA\" 101 only"
        },
        {
          "letter": "C",
          "text": "\"IBC\""
        },
        {
          "letter": "D",
          "text": "\"NEC\""
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Which code primarily dictates when a fire alarm is required in new buildings?"
      }
    ],
    "id": "9525acf6-2ec2-4a31-bb0e-6335f69b2fa1",
    "created_at": "2025-10-15T12:26:45.277173",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.111361"
  },
  {
    "question": "\"NFPA\" 101 (2021) requires occupant notification systems to be:",
    "answer": "Provided as required by occupancy and coordinated with \"NFPA\" 72",
    "definition": "Definition: Life Safety Code specifies when/where occupant notification is needed, implemented per \"NFPA\" 72. Reference: \"NFPA\" 101 (2021) Section 9.6.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "16",
      "stem": "\"NFPA\" 101 (2021) requires occupant notification systems to be:",
      "correct": "Provided as required by occupancy and coordinated with \"NFPA\" 72",
      "correct_letter": "C",
      "distractors": [
        "Audible only",
        "Visual only",
        "Not applicable"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Audible only"
        },
        {
          "letter": "B",
          "text": "Visual only"
        },
        {
          "letter": "C",
          "text": "Provided as required by occupancy and coordinated with \"NFPA\" 72"
        },
        {
          "letter": "D",
          "text": "Not applicable"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "\"NFPA\" 101 (2021) requires occupant notification systems to be:"
      }
    ],
    "id": "e1d042a2-acc3-44e0-add7-76854026ddd9",
    "created_at": "2025-10-15T12:26:45.277206",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.111383"
  },
  {
    "question": "What is a supervising station?",
    "answer": "A facility that receives and processes signals from protected premises",
    "definition": "Definition: A supervising station monitors signals (alarm, supervisory, trouble) and initiates response per contract. Reference: \"NFPA\" 72 (2022) Chapter 26.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "17",
      "stem": "What is a supervising station?",
      "correct": "A facility that receives and processes signals from protected premises",
      "correct_letter": "B",
      "distractors": [
        "Any panel with a printer",
        "A local horn circuit",
        "An elevator machine room"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Any panel with a printer"
        },
        {
          "letter": "B",
          "text": "A facility that receives and processes signals from protected premises"
        },
        {
          "letter": "C",
          "text": "A local horn circuit"
        },
        {
          "letter": "D",
          "text": "An elevator machine room"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "What is a supervising station?"
      }
    ],
    "id": "ffdebfff-2f20-4d53-ae4a-e4c3b15936e2",
    "created_at": "2025-10-15T12:26:45.277397",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.111566"
  },
  {
    "question": "Which Texas relevant best practice improves response for first arriving crews?",
    "answer": "Place remote annunciator near main entrance or command location",
    "definition": "Definition: Providing annunciation where responders arrive speeds size up and reduces delay. Reference: \"NFPA\" 72 (2022) Protected Premises practices.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "18",
      "stem": "Which Texas relevant best practice improves response for first arriving crews?",
      "correct": "Place remote annunciator near main entrance or command location",
      "correct_letter": "B",
      "distractors": [
        "Place remote annunciator at a hidden office",
        "Do not install annunciators",
        "Install only a local bell"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Place remote annunciator at a hidden office"
        },
        {
          "letter": "B",
          "text": "Place remote annunciator near main entrance or command location"
        },
        {
          "letter": "C",
          "text": "Do not install annunciators"
        },
        {
          "letter": "D",
          "text": "Install only a local bell"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Which Texas relevant best practice improves response for first arriving crews?"
      }
    ],
    "id": "41f0c1c0-ad87-404c-947b-f9bc84bb0249",
    "created_at": "2025-10-15T12:26:45.277442",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.111600"
  },
  {
    "question": "What must be completed before owner acceptance?",
    "answer": "100 percent device testing with documented results",
    "definition": "Definition: Acceptance testing verifies every initiating and notification device and sequence functions. Reference: \"NFPA\" 72 (2022) Chapter 14.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "19",
      "stem": "What must be completed before owner acceptance?",
      "correct": "100 percent device testing with documented results",
      "correct_letter": "B",
      "distractors": [
        "10 percent sampling",
        "Visual inspection only",
        "Battery test only"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "10 percent sampling"
        },
        {
          "letter": "B",
          "text": "100 percent device testing with documented results"
        },
        {
          "letter": "C",
          "text": "Visual inspection only"
        },
        {
          "letter": "D",
          "text": "Battery test only"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "What must be completed before owner acceptance?"
      }
    ],
    "id": "21dfeaa1-7d15-419b-9e32-f311871c0b16",
    "created_at": "2025-10-15T12:26:45.277479",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.111623"
  },
  {
    "question": "Which events require occupant notification to take precedence over non emergency signals?",
    "answer": "Both of these",
    "definition": "Definition: Fire alarm notification takes priority over non similar signals to avoid masking emergency cues. Reference: \"NFPA\" 72 (2022) Chapter 18.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "20",
      "stem": "Which events require occupant notification to take precedence over non emergency signals?",
      "correct": "Both of these",
      "correct_letter": "C",
      "distractors": [
        "Security flashing lights",
        "Background paging",
        "Neither of these"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Security flashing lights"
        },
        {
          "letter": "B",
          "text": "Background paging"
        },
        {
          "letter": "C",
          "text": "Both of these"
        },
        {
          "letter": "D",
          "text": "Neither of these"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Which events require occupant notification to take precedence over non emergency signals?"
      }
    ],
    "id": "9c3781b8-4d8c-4266-b469-8df865eb1b90",
    "created_at": "2025-10-15T12:26:45.277515",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.111686"
  },
  {
    "question": "In sleeping rooms, fire audible appliances must produce what signal pattern and frequency?",
    "answer": "Temporal 3 at 520 hertz low frequency",
    "definition": "Definition: Sleeping areas use low frequency 520 hertz appliances for fire with Temporal 3 cadence to improve awakening. Reference: \"NFPA\" 72 (2022) Notification; research based requirement.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "21",
      "stem": "In sleeping rooms, fire audible appliances must produce what signal pattern and frequency?",
      "correct": "Temporal 3 at 520 hertz low frequency",
      "correct_letter": "A",
      "distractors": [
        "Temporal 4 at 3150 hertz",
        "Continuous tone at 1 kilohertz",
        "Any pulsed tone"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Temporal 3 at 520 hertz low frequency"
        },
        {
          "letter": "B",
          "text": "Temporal 4 at 3150 hertz"
        },
        {
          "letter": "C",
          "text": "Continuous tone at 1 kilohertz"
        },
        {
          "letter": "D",
          "text": "Any pulsed tone"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "In sleeping rooms, fire audible appliances must produce what signal pattern and frequency?"
      }
    ],
    "id": "08aaa56c-98a9-420d-97a0-33be6ab70266",
    "created_at": "2025-10-15T12:26:45.277547",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.111710"
  },
  {
    "question": "Public mode audibility should be at least how much above average ambient?",
    "answer": "15 \"dBA\"",
    "definition": "Definition: Provide about fifteen \"dBA\" above average ambient for public mode audibility. Reference: \"NFPA\" 72 (2022) Chapter 18.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "22",
      "stem": "Public mode audibility should be at least how much above average ambient?",
      "correct": "15 \"dBA\"",
      "correct_letter": "C",
      "distractors": [
        "5 \"dBA\"",
        "10 \"dBA\"",
        "20 \"dBA\""
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "5 \"dBA\""
        },
        {
          "letter": "B",
          "text": "10 \"dBA\""
        },
        {
          "letter": "C",
          "text": "15 \"dBA\""
        },
        {
          "letter": "D",
          "text": "20 \"dBA\""
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Public mode audibility should be at least how much above average ambient?"
      }
    ],
    "id": "54171072-eda3-4fec-ba03-04eccbd15f63",
    "created_at": "2025-10-15T12:26:45.277577",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.111732"
  },
  {
    "question": "Minimum level at the pillow in sleeping rooms is typically:",
    "answer": "75 \"dBA\"",
    "definition": "Definition: Aim for at least seventy five \"dBA\" at the pillow unless a listed low frequency signal is provided. Reference: \"NFPA\" 72 (2022) Chapter 18.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "23",
      "stem": "Minimum level at the pillow in sleeping rooms is typically:",
      "correct": "75 \"dBA\"",
      "correct_letter": "C",
      "distractors": [
        "65 \"dBA\"",
        "70 \"dBA\"",
        "85 \"dBA\""
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "65 \"dBA\""
        },
        {
          "letter": "B",
          "text": "70 \"dBA\""
        },
        {
          "letter": "C",
          "text": "75 \"dBA\""
        },
        {
          "letter": "D",
          "text": "85 \"dBA\""
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Minimum level at the pillow in sleeping rooms is typically:"
      }
    ],
    "id": "782936e6-64c3-4d3b-b5e2-7a75c332cdca",
    "created_at": "2025-10-15T12:26:45.277610",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.111752"
  },
  {
    "question": "Where should duct smoke detectors be installed on supply systems?",
    "answer": "Downstream of filters and ahead of branch connections",
    "definition": "Definition: Locate downstream of filters and before branches to detect smoke prior to distribution. Reference: \"NFPA\" 72 (2022) Duct Detection.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "24",
      "stem": "Where should duct smoke detectors be installed on supply systems?",
      "correct": "Downstream of filters and ahead of branch connections",
      "correct_letter": "B",
      "distractors": [
        "Upstream of filters",
        "At every diffuser",
        "Only in return ducts"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Upstream of filters"
        },
        {
          "letter": "B",
          "text": "Downstream of filters and ahead of branch connections"
        },
        {
          "letter": "C",
          "text": "At every diffuser"
        },
        {
          "letter": "D",
          "text": "Only in return ducts"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Where should duct smoke detectors be installed on supply systems?"
      }
    ],
    "id": "9646eb8f-eff1-49b4-a13c-ca09dbe62c49",
    "created_at": "2025-10-15T12:26:45.277660",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.111771"
  },
  {
    "question": "If a duct detector is used only to shut down equipment, what signal should it generate at the panel?",
    "answer": "Supervisory",
    "definition": "Definition: Equipment control only duct detection annunciates supervisory, not general alarm. Reference: \"NFPA\" 72 (2022) Application of detectors.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "25",
      "stem": "If a duct detector is used only to shut down equipment, what signal should it generate at the panel?",
      "correct": "Supervisory",
      "correct_letter": "B",
      "distractors": [
        "General alarm",
        "No signal",
        "Trouble"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "General alarm"
        },
        {
          "letter": "B",
          "text": "Supervisory"
        },
        {
          "letter": "C",
          "text": "No signal"
        },
        {
          "letter": "D",
          "text": "Trouble"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "If a duct detector is used only to shut down equipment, what signal should it generate at the panel?"
      }
    ],
    "id": "c728c7ca-dc4f-48a2-b26e-21f0e76f7433",
    "created_at": "2025-10-15T12:26:45.277819",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.111930"
  },
  {
    "question": "Manual pull stations should be installed:",
    "answer": "On the path of egress near exit doors, typically within about 5 feet",
    "definition": "Definition: Place pull stations on egress paths near exit doorways for quick access. Reference: \"NFPA\" 72 (2022); \"IBC\" (2021) §907.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "26",
      "stem": "Manual pull stations should be installed:",
      "correct": "On the path of egress near exit doors, typically within about 5 feet",
      "correct_letter": "B",
      "distractors": [
        "On random walls",
        "Inside electrical rooms only",
        "Only at one location"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "On random walls"
        },
        {
          "letter": "B",
          "text": "On the path of egress near exit doors, typically within about 5 feet"
        },
        {
          "letter": "C",
          "text": "Inside electrical rooms only"
        },
        {
          "letter": "D",
          "text": "Only at one location"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Manual pull stations should be installed:"
      }
    ],
    "id": "34cea9dd-1311-4601-bfa4-d68635d85ba8",
    "created_at": "2025-10-15T12:26:45.277854",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.111963"
  },
  {
    "question": "Beam smoke detectors are most appropriate for:",
    "answer": "High or wide open spaces like atria and warehouses",
    "definition": "Definition: Beam detectors cover long spans and high ceilings efficiently when point detectors are impractical. Reference: \"NFPA\" 72 (2022) Initiating Devices.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "27",
      "stem": "Beam smoke detectors are most appropriate for:",
      "correct": "High or wide open spaces like atria and warehouses",
      "correct_letter": "B",
      "distractors": [
        "Small 8 ft offices",
        "Wet locations only",
        "Confined shafts"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Small 8 ft offices"
        },
        {
          "letter": "B",
          "text": "High or wide open spaces like atria and warehouses"
        },
        {
          "letter": "C",
          "text": "Wet locations only"
        },
        {
          "letter": "D",
          "text": "Confined shafts"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Beam smoke detectors are most appropriate for:"
      }
    ],
    "id": "cb7ec352-58fb-4635-9c90-e33d829d73f1",
    "created_at": "2025-10-15T12:26:45.277881",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.111987"
  },
  {
    "question": "Elevator Phase One recall is typically initiated by:",
    "answer": "Smoke detection in lobbies, hoistways, or machine rooms (per design)",
    "definition": "Definition: Smoke detection in designated elevator areas triggers recall to a primary landing. Reference: \"NFPA\" 72 (2022) Elevator interfaces; building code coordination.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "28",
      "stem": "Elevator Phase One recall is typically initiated by:",
      "correct": "Smoke detection in lobbies, hoistways, or machine rooms (per design)",
      "correct_letter": "B",
      "distractors": [
        "Heat in the cab",
        "Pull stations only",
        "Sprinkler waterflow only"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Heat in the cab"
        },
        {
          "letter": "B",
          "text": "Smoke detection in lobbies, hoistways, or machine rooms (per design)"
        },
        {
          "letter": "C",
          "text": "Pull stations only"
        },
        {
          "letter": "D",
          "text": "Sprinkler waterflow only"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Elevator Phase One recall is typically initiated by:"
      }
    ],
    "id": "25182cfe-5748-4b7b-9019-4033c9fb8a70",
    "created_at": "2025-10-15T12:26:45.277905",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.112030"
  },
  {
    "question": "Kitchen hood fire extinguishing system connection to the fire alarm should:",
    "answer": "Initiate fire alarm and programmed control functions",
    "definition": "Definition: Discharge is a fire event that activates alarm and required control actions per the sequence. Reference: \"NFPA\" 72 (2022) Emergency control functions.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "29",
      "stem": "Kitchen hood fire extinguishing system connection to the fire alarm should:",
      "correct": "Initiate fire alarm and programmed control functions",
      "correct_letter": "B",
      "distractors": [
        "Do nothing",
        "Create supervisory only",
        "Only shut makeup air"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Do nothing"
        },
        {
          "letter": "B",
          "text": "Initiate fire alarm and programmed control functions"
        },
        {
          "letter": "C",
          "text": "Create supervisory only"
        },
        {
          "letter": "D",
          "text": "Only shut makeup air"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Kitchen hood fire extinguishing system connection to the fire alarm should:"
      }
    ],
    "id": "eb3f1f80-81a6-4bfd-8c4b-d3d106b329e0",
    "created_at": "2025-10-15T12:26:45.277929",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.112051"
  },
  {
    "question": "Smoke detector sensitivity must be checked:",
    "answer": "Within one year after installation and then at intervals per code (often every two years unless extended)",
    "definition": "Definition: Verify sensitivity after installation and periodically thereafter; performance based options may adjust intervals. Reference: \"NFPA\" 72 (2022) Chapter 14.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "30",
      "stem": "Smoke detector sensitivity must be checked:",
      "correct": "Within one year after installation and then at intervals per code (often every two years unless extended)",
      "correct_letter": "B",
      "distractors": [
        "Only at installation",
        "Every month",
        "Never"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Only at installation"
        },
        {
          "letter": "B",
          "text": "Within one year after installation and then at intervals per code (often every two years unless extended)"
        },
        {
          "letter": "C",
          "text": "Every month"
        },
        {
          "letter": "D",
          "text": "Never"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Smoke detector sensitivity must be checked:"
      }
    ],
    "id": "d15858b4-ad36-4b39-b4f9-fd00f5ed052e",
    "created_at": "2025-10-15T12:26:45.277953",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.112070"
  },
  {
    "question": "Short circuit isolators on addressable loops are used to:",
    "answer": "Localize shorts so the rest of the loop continues to operate",
    "definition": "Definition: Isolators segment faults to improve survivability of \"SLC\" pathways. Reference: \"NFPA\" 72 (2022) Circuits and Pathways.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "31",
      "stem": "Short circuit isolators on addressable loops are used to:",
      "correct": "Localize shorts so the rest of the loop continues to operate",
      "correct_letter": "B",
      "distractors": [
        "Increase loop current",
        "Convert Class B to Class A",
        "Power NA Cs"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Increase loop current"
        },
        {
          "letter": "B",
          "text": "Localize shorts so the rest of the loop continues to operate"
        },
        {
          "letter": "C",
          "text": "Convert Class B to Class A"
        },
        {
          "letter": "D",
          "text": "Power NA Cs"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Short circuit isolators on addressable loops are used to:"
      }
    ],
    "id": "4633a2a0-5c46-413d-9028-6f07033f3ace",
    "created_at": "2025-10-15T12:26:45.277979",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.112090"
  },
  {
    "question": "Point text at the panel/annunciator should:",
    "answer": "Match the drawings with clear locations and functions",
    "definition": "Definition: Clear, consistent labeling speeds response and reduces errors. Reference: \"NFPA\" 72 (2022) Documentation and Annunciation.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "32",
      "stem": "Point text at the panel/annunciator should:",
      "correct": "Match the drawings with clear locations and functions",
      "correct_letter": "B",
      "distractors": [
        "Use generic names only",
        "Show addresses only",
        "Not be displayed"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Use generic names only"
        },
        {
          "letter": "B",
          "text": "Match the drawings with clear locations and functions"
        },
        {
          "letter": "C",
          "text": "Show addresses only"
        },
        {
          "letter": "D",
          "text": "Not be displayed"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Point text at the panel/annunciator should:"
      }
    ],
    "id": "fc19d442-5c99-458a-88f9-7b2f770c1233",
    "created_at": "2025-10-15T12:26:45.278003",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.112109"
  },
  {
    "question": "Where should the end of line resistor be installed on a Class B initiating circuit?",
    "answer": "At the last device on the run",
    "definition": "Definition: Placing \"EOL\" at the last device supervises the entire circuit for opens/grounds. Reference: \"NFPA\" 72 (2022) Circuits and Pathways.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "33",
      "stem": "Where should the end of line resistor be installed on a Class B initiating circuit?",
      "correct": "At the last device on the run",
      "correct_letter": "C",
      "distractors": [
        "Inside the panel",
        "At the first device",
        "Not required"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Inside the panel"
        },
        {
          "letter": "B",
          "text": "At the first device"
        },
        {
          "letter": "C",
          "text": "At the last device on the run"
        },
        {
          "letter": "D",
          "text": "Not required"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Where should the end of line resistor be installed on a Class B initiating circuit?"
      }
    ],
    "id": "96f2c1de-1d21-4a45-8f97-af384b089216",
    "created_at": "2025-10-15T12:26:45.278135",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.112254"
  },
  {
    "question": "Which networked pathway classification applies to supervised Ethernet \"IP\" fire alarm transport?",
    "answer": "Class N",
    "definition": "Definition: Class N provides requirements for supervised network pathways. Reference: \"NFPA\" 72 (2022) Chapter on Pathway Classifications.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "34",
      "stem": "Which networked pathway classification applies to supervised Ethernet \"IP\" fire alarm transport?",
      "correct": "Class N",
      "correct_letter": "C",
      "distractors": [
        "Class A",
        "Class B",
        "Class C"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Class A"
        },
        {
          "letter": "B",
          "text": "Class B"
        },
        {
          "letter": "C",
          "text": "Class N"
        },
        {
          "letter": "D",
          "text": "Class C"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Which networked pathway classification applies to supervised Ethernet \"IP\" fire alarm transport?"
      }
    ],
    "id": "0309ac63-5cb8-4b1a-8c55-35c4e76a7159",
    "created_at": "2025-10-15T12:26:45.278169",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.112286"
  },
  {
    "question": "Which pathway class uses a return path so a single open does not isolate devices?",
    "answer": "Class A",
    "definition": "Definition: Class A includes a redundant return path to maintain continuity around a single break. Reference: \"NFPA\" 72 (2022) Circuits and Pathways.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "35",
      "stem": "Which pathway class uses a return path so a single open does not isolate devices?",
      "correct": "Class A",
      "correct_letter": "A",
      "distractors": [
        "Class B",
        "Class N",
        "Class E"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Class A"
        },
        {
          "letter": "B",
          "text": "Class B"
        },
        {
          "letter": "C",
          "text": "Class N"
        },
        {
          "letter": "D",
          "text": "Class E"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Which pathway class uses a return path so a single open does not isolate devices?"
      }
    ],
    "id": "3ec3f0ac-8f25-45b4-9da4-39537eedc96a",
    "created_at": "2025-10-15T12:26:45.278193",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.112309"
  },
  {
    "question": "What is a common nominal starting spacing for spot smoke detectors on smooth ceilings (subject to listing)?",
    "answer": "30 feet",
    "definition": "Definition: Thirty feet nominal is a typical design starting point; always follow the device listing and room features. Reference: \"NFPA\" 72 (2022) Initiating Devices.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "36",
      "stem": "What is a common nominal starting spacing for spot smoke detectors on smooth ceilings (subject to listing)?",
      "correct": "30 feet",
      "correct_letter": "B",
      "distractors": [
        "20 feet",
        "40 feet",
        "No nominal spacing exists"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "20 feet"
        },
        {
          "letter": "B",
          "text": "30 feet"
        },
        {
          "letter": "C",
          "text": "40 feet"
        },
        {
          "letter": "D",
          "text": "No nominal spacing exists"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "What is a common nominal starting spacing for spot smoke detectors on smooth ceilings (subject to li"
      }
    ],
    "id": "b57d3118-9abc-4fad-b745-05382aeace1a",
    "created_at": "2025-10-15T12:26:45.278215",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.112352"
  },
  {
    "question": "Corridor smoke detector spacing for corridors up to about 10 feet wide is often:",
    "answer": "About every 41 feet on center",
    "definition": "Definition: Corridor rules allow wider spacing than open areas due to channeling; verify with code and listings. Reference: \"NFPA\" 72 (2022) Initiating Devices.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "37",
      "stem": "Corridor smoke detector spacing for corridors up to about 10 feet wide is often:",
      "correct": "About every 41 feet on center",
      "correct_letter": "C",
      "distractors": [
        "Every 15 feet",
        "Every 30 feet",
        "No limit"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Every 15 feet"
        },
        {
          "letter": "B",
          "text": "Every 30 feet"
        },
        {
          "letter": "C",
          "text": "About every 41 feet on center"
        },
        {
          "letter": "D",
          "text": "No limit"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Corridor smoke detector spacing for corridors up to about 10 feet wide is often:"
      }
    ],
    "id": "f8c0a897-7cf2-466a-b1b7-d13bcd845a44",
    "created_at": "2025-10-15T12:26:45.278239",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.112372"
  },
  {
    "question": "If multiple supplies feed strobes visible together, you must:",
    "answer": "Ensure listed synchronization so flashes align",
    "definition": "Definition: Visible appliances in the same field of view must flash in sync to avoid disorientation. Reference: \"NFPA\" 72 (2022) Chapter 18.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "38",
      "stem": "If multiple supplies feed strobes visible together, you must:",
      "correct": "Ensure listed synchronization so flashes align",
      "correct_letter": "B",
      "distractors": [
        "Do nothing",
        "Set different flash rates",
        "Turn off corridor strobes"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Do nothing"
        },
        {
          "letter": "B",
          "text": "Ensure listed synchronization so flashes align"
        },
        {
          "letter": "C",
          "text": "Set different flash rates"
        },
        {
          "letter": "D",
          "text": "Turn off corridor strobes"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "If multiple supplies feed strobes visible together, you must:"
      }
    ],
    "id": "0315b1d1-f8ee-41eb-9cf3-1d48a585b98e",
    "created_at": "2025-10-15T12:26:45.278269",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.112394"
  },
  {
    "question": "Public mode visible notification candela is chosen by:",
    "answer": "Using tables based on room size and mounting height",
    "definition": "Definition: Use listed candela tables and mounting height to assure visibility. Reference: \"NFPA\" 72 (2022) Chapter 18.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "39",
      "stem": "Public mode visible notification candela is chosen by:",
      "correct": "Using tables based on room size and mounting height",
      "correct_letter": "B",
      "distractors": [
        "Installer preference",
        "Fixed 15 candela everywhere",
        "Only by trial"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Installer preference"
        },
        {
          "letter": "B",
          "text": "Using tables based on room size and mounting height"
        },
        {
          "letter": "C",
          "text": "Fixed 15 candela everywhere"
        },
        {
          "letter": "D",
          "text": "Only by trial"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Public mode visible notification candela is chosen by:"
      }
    ],
    "id": "ad5b8014-3d49-4776-b1e4-85bbb317b7d0",
    "created_at": "2025-10-15T12:26:45.278291",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.112413"
  },
  {
    "question": "Combination fire and carbon monoxide systems must provide:",
    "answer": "Distinct tones/patterns and indicators for each hazard",
    "definition": "Definition: Provide distinct patterns (e.g., T 3 fire, T 4 carbon monoxide) and labeling so occupants take correct actions. Reference: \"NFPA\" 72 (2022) Notification.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "40",
      "stem": "Combination fire and carbon monoxide systems must provide:",
      "correct": "Distinct tones/patterns and indicators for each hazard",
      "correct_letter": "B",
      "distractors": [
        "Same tones for both",
        "Visible only",
        "Voice only"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Same tones for both"
        },
        {
          "letter": "B",
          "text": "Distinct tones/patterns and indicators for each hazard"
        },
        {
          "letter": "C",
          "text": "Visible only"
        },
        {
          "letter": "D",
          "text": "Voice only"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Combination fire and carbon monoxide systems must provide:"
      }
    ],
    "id": "6a26c81e-754b-401b-afc1-1b69ee0556f1",
    "created_at": "2025-10-15T12:26:45.278314",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.112434"
  },
  {
    "question": "Which cable types are listed for power limited fire alarm circuits per \"NEC\" Article 760?",
    "answer": "FPL, FPLR, FPLP",
    "definition": "Definition: Use listed fire alarm cables: FPL (general), FPLR (riser), and FPLP (plenum). Reference: \"NEC\" 70 (2020) Article 760.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "41",
      "stem": "Which cable types are listed for power limited fire alarm circuits per \"NEC\" Article 760?",
      "correct": "FPL, FPLR, FPLP",
      "correct_letter": "C",
      "distractors": [
        "THHN only",
        "NMB only",
        "CL 2 only"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "THHN only"
        },
        {
          "letter": "B",
          "text": "NMB only"
        },
        {
          "letter": "C",
          "text": "FPL, FPLR, FPLP"
        },
        {
          "letter": "D",
          "text": "CL 2 only"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Which cable types are listed for power limited fire alarm circuits per \"NEC\" Article 760?"
      }
    ],
    "id": "299dc6c5-c570-413a-ae7c-46f92df83748",
    "created_at": "2025-10-15T12:26:45.278443",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.112571"
  },
  {
    "question": "Which cable can be installed in environmental air plenums without added raceway when per listing?",
    "answer": "FPLP",
    "definition": "Definition: FPLP is plenum rated; otherwise place lower ratings in suitable raceways. Reference: \"NEC\" 70 (2020) Article 760.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "42",
      "stem": "Which cable can be installed in environmental air plenums without added raceway when per listing?",
      "correct": "FPLP",
      "correct_letter": "C",
      "distractors": [
        "FPL",
        "FPLR",
        "Any low voltage cable"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "FPL"
        },
        {
          "letter": "B",
          "text": "FPLR"
        },
        {
          "letter": "C",
          "text": "FPLP"
        },
        {
          "letter": "D",
          "text": "Any low voltage cable"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Which cable can be installed in environmental air plenums without added raceway when per listing?"
      }
    ],
    "id": "238e93e9-e15c-47e0-b72a-d6d79ca1b27c",
    "created_at": "2025-10-15T12:26:45.278479",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.112655"
  },
  {
    "question": "Mixing power limited and non power limited conductors requires:",
    "answer": "Separation or barriers per code and equipment listing",
    "definition": "Definition: Maintain separation or listed barriers to prevent higher voltages compromising low voltage insulation. Reference: \"NEC\" 70 (2020) Article 760; \"NFPA\" 72 (2022).",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "43",
      "stem": "Mixing power limited and non power limited conductors requires:",
      "correct": "Separation or barriers per code and equipment listing",
      "correct_letter": "B",
      "distractors": [
        "No separation",
        "Only twisted pairs",
        "Using thermostat cable"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "No separation"
        },
        {
          "letter": "B",
          "text": "Separation or barriers per code and equipment listing"
        },
        {
          "letter": "C",
          "text": "Only twisted pairs"
        },
        {
          "letter": "D",
          "text": "Using thermostat cable"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Mixing power limited and non power limited conductors requires:"
      }
    ],
    "id": "804572d8-2e59-43f0-9c9e-5c963d922bec",
    "created_at": "2025-10-15T12:26:45.278504",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.112680"
  },
  {
    "question": "Power for the fire alarm control unit should be on a branch that is:",
    "answer": "Dedicated, identified, and lockable in the ON position",
    "definition": "Definition: A dedicated, identified branch reduces accidental shutoff. Reference: \"NFPA\" 72 (2022) Fundamentals; coordination with \"NEC\".",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "44",
      "stem": "Power for the fire alarm control unit should be on a branch that is:",
      "correct": "Dedicated, identified, and lockable in the ON position",
      "correct_letter": "B",
      "distractors": [
        "Shared with lighting",
        "On a local toggle",
        "On \"GFCI\"/\"AFCI\" by default"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Shared with lighting"
        },
        {
          "letter": "B",
          "text": "Dedicated, identified, and lockable in the ON position"
        },
        {
          "letter": "C",
          "text": "On a local toggle"
        },
        {
          "letter": "D",
          "text": "On \"GFCI\"/\"AFCI\" by default"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Power for the fire alarm control unit should be on a branch that is:"
      }
    ],
    "id": "54af75b9-e3a3-4187-a326-33a0053c25d4",
    "created_at": "2025-10-15T12:26:45.278530",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.112702"
  },
  {
    "question": "Notification Appliance Circuit voltage drop verification should confirm:",
    "answer": "Worst case device meets minimum voltage at the end of line",
    "definition": "Definition: Check the end of line under worst case to avoid dim/unsynced appliances. Reference: \"NFPA\" 72 (2022) Design Practices.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "45",
      "stem": "Notification Appliance Circuit voltage drop verification should confirm:",
      "correct": "Worst case device meets minimum voltage at the end of line",
      "correct_letter": "C",
      "distractors": [
        "Panel terminal voltage only",
        "First device voltage only",
        "No verification needed"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Panel terminal voltage only"
        },
        {
          "letter": "B",
          "text": "First device voltage only"
        },
        {
          "letter": "C",
          "text": "Worst case device meets minimum voltage at the end of line"
        },
        {
          "letter": "D",
          "text": "No verification needed"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Notification Appliance Circuit voltage drop verification should confirm:"
      }
    ],
    "id": "27dc4b89-d3e6-499b-844a-e6ec36c102d3",
    "created_at": "2025-10-15T12:26:45.278554",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.112722"
  },
  {
    "question": "A single robust off premises path (e.g., cellular) should:",
    "answer": "Detect/report a failure within a short window (often minutes)",
    "definition": "Definition: Enhanced single paths require rapid fault detection; dual paths provide diversity. Reference: \"NFPA\" 72 (2022) Chapter 26.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "46",
      "stem": "A single robust off premises path (e.g., cellular) should:",
      "correct": "Detect/report a failure within a short window (often minutes)",
      "correct_letter": "B",
      "distractors": [
        "Need no supervision",
        "Be tested yearly only",
        "Use dial up only"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Need no supervision"
        },
        {
          "letter": "B",
          "text": "Detect/report a failure within a short window (often minutes)"
        },
        {
          "letter": "C",
          "text": "Be tested yearly only"
        },
        {
          "letter": "D",
          "text": "Use dial up only"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "A single robust off premises path (e.g., cellular) should:"
      }
    ],
    "id": "0cb981aa-f52c-4bc6-be2a-bf2338332e39",
    "created_at": "2025-10-15T12:26:45.278580",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.112742"
  },
  {
    "question": "Ground faults on fire alarm wiring must be:",
    "answer": "Indicated promptly and located for repair",
    "definition": "Definition: Indicate grounds so they can be repaired; grounds can mask other faults. Reference: \"NFPA\" 72 (2022) Circuits and Pathways.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "47",
      "stem": "Ground faults on fire alarm wiring must be:",
      "correct": "Indicated promptly and located for repair",
      "correct_letter": "B",
      "distractors": [
        "Ignored if no alarm",
        "Cleared automatically",
        "Only logged"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Ignored if no alarm"
        },
        {
          "letter": "B",
          "text": "Indicated promptly and located for repair"
        },
        {
          "letter": "C",
          "text": "Cleared automatically"
        },
        {
          "letter": "D",
          "text": "Only logged"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Ground faults on fire alarm wiring must be:"
      }
    ],
    "id": "518f8c4b-8cac-4143-be83-3d556f0647d5",
    "created_at": "2025-10-15T12:26:45.278604",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.112762"
  },
  {
    "question": "Class A versus Class B initiating circuits differ because Class A:",
    "answer": "Has a return path so one open does not isolate devices",
    "definition": "Definition: Class A has an alternate path; Class B does not. Reference: \"NFPA\" 72 (2022) Pathways.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "48",
      "stem": "Class A versus Class B initiating circuits differ because Class A:",
      "correct": "Has a return path so one open does not isolate devices",
      "correct_letter": "B",
      "distractors": [
        "Uses fewer wires",
        "Is wireless",
        "Is not supervised"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Uses fewer wires"
        },
        {
          "letter": "B",
          "text": "Has a return path so one open does not isolate devices"
        },
        {
          "letter": "C",
          "text": "Is wireless"
        },
        {
          "letter": "D",
          "text": "Is not supervised"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Class A versus Class B initiating circuits differ because Class A:"
      }
    ],
    "id": "08deda94-c32c-4bd5-8a50-e0a3f9d7e8a2",
    "created_at": "2025-10-15T12:26:45.278646",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.112783"
  },
  {
    "question": "Class N applies to:",
    "answer": "Network \"IP\" pathways for fire alarm traffic with supervision",
    "definition": "Definition: Class N covers supervised Ethernet based transport. Reference: \"NFPA\" 72 (2022) Pathways.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "49",
      "stem": "Class N applies to:",
      "correct": "Network \"IP\" pathways for fire alarm traffic with supervision",
      "correct_letter": "B",
      "distractors": [
        "Speaker circuits",
        "Non power limited circuits",
        "Thermostat loops"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Speaker circuits"
        },
        {
          "letter": "B",
          "text": "Network \"IP\" pathways for fire alarm traffic with supervision"
        },
        {
          "letter": "C",
          "text": "Non power limited circuits"
        },
        {
          "letter": "D",
          "text": "Thermostat loops"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Class N applies to:"
      }
    ],
    "id": "53d072a9-d5a9-4984-9720-9cee23b69c24",
    "created_at": "2025-10-15T12:26:45.278799",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.112918"
  },
  {
    "question": "Color coding of fire alarm conductors is:",
    "answer": "Not mandated by color but identification at terminations is required by practice/code",
    "definition": "Definition: Identify fire alarm circuits; red is customary but the key is clear identification at terminations and junctions. Reference: \"NEC\" 70 (2020) Article 760 identification.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "50",
      "stem": "Color coding of fire alarm conductors is:",
      "correct": "Not mandated by color but identification at terminations is required by practice/code",
      "correct_letter": "B",
      "distractors": [
        "Strictly mandated red by code",
        "Mandated blue",
        "Mandated yellow"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Strictly mandated red by code"
        },
        {
          "letter": "B",
          "text": "Not mandated by color but identification at terminations is required by practice/code"
        },
        {
          "letter": "C",
          "text": "Mandated blue"
        },
        {
          "letter": "D",
          "text": "Mandated yellow"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Color coding of fire alarm conductors is:"
      }
    ],
    "id": "3fc65ffc-115b-4390-8779-5b3b5d8adaee",
    "created_at": "2025-10-15T12:26:45.278843",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.112948"
  },
  {
    "question": "Which device state should report supervisory rather than general alarm?",
    "answer": "Closed sprinkler control valve (tamper)",
    "definition": "Definition: Off normal conditions like closed valves are supervisory, prompting correction before an event. Reference: \"NFPA\" 72 (2022) Supervisory Signals.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "51",
      "stem": "Which device state should report supervisory rather than general alarm?",
      "correct": "Closed sprinkler control valve (tamper)",
      "correct_letter": "A",
      "distractors": [
        "Manual pull station",
        "Smoke detector in an area",
        "Heat detector activation"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Closed sprinkler control valve (tamper)"
        },
        {
          "letter": "B",
          "text": "Manual pull station"
        },
        {
          "letter": "C",
          "text": "Smoke detector in an area"
        },
        {
          "letter": "D",
          "text": "Heat detector activation"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Which device state should report supervisory rather than general alarm?"
      }
    ],
    "id": "6a1fe6bf-dca5-4d4c-a76d-d4f7fbb6ceb6",
    "created_at": "2025-10-15T12:26:45.278877",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.112971"
  },
  {
    "question": "What is alarm verification feature (AVF) used for on some smoke detectors/systems?",
    "answer": "Reduce nuisance by re checking a signal before latching alarm",
    "definition": "Definition: AVF temporarily delays to confirm smoke conditions and reduce nuisance alarms (not for heat/manual). Reference: \"NFPA\" 72 (2022) Initiating Devices.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "52",
      "stem": "What is alarm verification feature (AVF) used for on some smoke detectors/systems?",
      "correct": "Reduce nuisance by re checking a signal before latching alarm",
      "correct_letter": "B",
      "distractors": [
        "Speed evacuation",
        "Disable detectors",
        "Replace duct detection"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Speed evacuation"
        },
        {
          "letter": "B",
          "text": "Reduce nuisance by re checking a signal before latching alarm"
        },
        {
          "letter": "C",
          "text": "Disable detectors"
        },
        {
          "letter": "D",
          "text": "Replace duct detection"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "What is alarm verification feature (AVF) used for on some smoke detectors/systems?"
      }
    ],
    "id": "87d71d1a-4f98-489b-a56f-d657ba0ce02e",
    "created_at": "2025-10-15T12:26:45.278911",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.113011"
  },
  {
    "question": "During an impairment that disables protection, the responsible party should:",
    "answer": "Implement a fire watch per policy and notify stakeholders",
    "definition": "Definition: Use documented fire watch and notifications during impairments. Reference: \"NFPA\" 72 (2022) \"ITM\"/Impairments.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "53",
      "stem": "During an impairment that disables protection, the responsible party should:",
      "correct": "Implement a fire watch per policy and notify stakeholders",
      "correct_letter": "B",
      "distractors": [
        "Ignore it",
        "Silence the panel only",
        "Remove pull stations"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Ignore it"
        },
        {
          "letter": "B",
          "text": "Implement a fire watch per policy and notify stakeholders"
        },
        {
          "letter": "C",
          "text": "Silence the panel only"
        },
        {
          "letter": "D",
          "text": "Remove pull stations"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "During an impairment that disables protection, the responsible party should:"
      }
    ],
    "id": "ff6f4cab-191c-43ee-9eb3-50a054183d14",
    "created_at": "2025-10-15T12:26:45.278943",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.113034"
  },
  {
    "question": "Battery replacement should be:",
    "answer": "Per listing/type and capacity; mark install date",
    "definition": "Definition: Use listed batteries of correct amp hour and date mark for maintenance. Reference: \"NFPA\" 72 (2022) Power Supplies/\"ITM\".",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "54",
      "stem": "Battery replacement should be:",
      "correct": "Per listing/type and capacity; mark install date",
      "correct_letter": "B",
      "distractors": [
        "Any 12 V battery will do",
        "Only when it fails",
        "Mix old and new batteries"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Any 12 V battery will do"
        },
        {
          "letter": "B",
          "text": "Per listing/type and capacity; mark install date"
        },
        {
          "letter": "C",
          "text": "Only when it fails"
        },
        {
          "letter": "D",
          "text": "Mix old and new batteries"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Battery replacement should be:"
      }
    ],
    "id": "6064d8c5-654b-40cc-a1c9-47dafd0961e5",
    "created_at": "2025-10-15T12:26:45.278977",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.113054"
  },
  {
    "question": "At acceptance, how much of the system must be tested?",
    "answer": "100 percent of devices and functions",
    "definition": "Definition: Acceptance is 100 percent device and function testing. Reference: \"NFPA\" 72 (2022) Chapter 14.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "55",
      "stem": "At acceptance, how much of the system must be tested?",
      "correct": "100 percent of devices and functions",
      "correct_letter": "D",
      "distractors": [
        "10 percent sample",
        "25 percent sample",
        "50 percent sample"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "10 percent sample"
        },
        {
          "letter": "B",
          "text": "25 percent sample"
        },
        {
          "letter": "C",
          "text": "50 percent sample"
        },
        {
          "letter": "D",
          "text": "100 percent of devices and functions"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "At acceptance, how much of the system must be tested?"
      }
    ],
    "id": "d4a59915-6bb9-4765-9488-2b6fdd694ce5",
    "created_at": "2025-10-15T12:26:45.279009",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.113074"
  },
  {
    "question": "Speaker circuits for voice/alarm communication systems are typically:",
    "answer": "Required Class A or with survivability measures per design",
    "definition": "Definition: Provide survivability via Class A or other measures to keep messaging during faults. Reference: \"NFPA\" 72 (2022) Chapter 24 (\"EVACS\").",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "56",
      "stem": "Speaker circuits for voice/alarm communication systems are typically:",
      "correct": "Required Class A or with survivability measures per design",
      "correct_letter": "B",
      "distractors": [
        "Class B only",
        "Not supervised",
        "\"DC\" horns"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Class B only"
        },
        {
          "letter": "B",
          "text": "Required Class A or with survivability measures per design"
        },
        {
          "letter": "C",
          "text": "Not supervised"
        },
        {
          "letter": "D",
          "text": "\"DC\" horns"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Speaker circuits for voice/alarm communication systems are typically:"
      }
    ],
    "id": "575fbbd4-7377-4502-80f5-01ae8b566198",
    "created_at": "2025-10-15T12:26:45.279040",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.113093"
  },
  {
    "question": "Mass notification or non emergency strobes operating with fire strobes should:",
    "answer": "Be controlled so fire alarm cues take precedence",
    "definition": "Definition: Fire alarm signals have priority; non similar signals should not mask them. Reference: \"NFPA\" 72 (2022) Chapter 18 priorities.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "57",
      "stem": "Mass notification or non emergency strobes operating with fire strobes should:",
      "correct": "Be controlled so fire alarm cues take precedence",
      "correct_letter": "B",
      "distractors": [
        "Continue and be unsynchronized",
        "Override fire strobes",
        "Flash randomly"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Continue and be unsynchronized"
        },
        {
          "letter": "B",
          "text": "Be controlled so fire alarm cues take precedence"
        },
        {
          "letter": "C",
          "text": "Override fire strobes"
        },
        {
          "letter": "D",
          "text": "Flash randomly"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Mass notification or non emergency strobes operating with fire strobes should:"
      }
    ],
    "id": "2ebe40e0-466c-4d91-a474-bdaa53791e49",
    "created_at": "2025-10-15T12:26:45.279201",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.113218"
  },
  {
    "question": "A trouble indication must annunciate at the panel within approximately:",
    "answer": "200 seconds",
    "definition": "Definition: Code limits exist for indicating troubles; about 200 seconds is typical for certain faults. Reference: \"NFPA\" 72 (2022) Fundamentals.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "58",
      "stem": "A trouble indication must annunciate at the panel within approximately:",
      "correct": "200 seconds",
      "correct_letter": "C",
      "distractors": [
        "10 seconds",
        "60 seconds",
        "5 minutes"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "10 seconds"
        },
        {
          "letter": "B",
          "text": "60 seconds"
        },
        {
          "letter": "C",
          "text": "200 seconds"
        },
        {
          "letter": "D",
          "text": "5 minutes"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "A trouble indication must annunciate at the panel within approximately:"
      }
    ],
    "id": "4ec44f6f-7ba4-4de6-969c-8dbb18020dcf",
    "created_at": "2025-10-15T12:26:45.279253",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.113257"
  },
  {
    "question": "What is the best practice location for remote annunciators?",
    "answer": "Near main entrances or fire command locations",
    "definition": "Definition: Place where first responders arrive to speed size up. Reference: \"NFPA\" 72 (2022) Annunciation practice.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "59",
      "stem": "What is the best practice location for remote annunciators?",
      "correct": "Near main entrances or fire command locations",
      "correct_letter": "B",
      "distractors": [
        "Hidden office",
        "Mechanical penthouse only",
        "Basement only"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Hidden office"
        },
        {
          "letter": "B",
          "text": "Near main entrances or fire command locations"
        },
        {
          "letter": "C",
          "text": "Mechanical penthouse only"
        },
        {
          "letter": "D",
          "text": "Basement only"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "What is the best practice location for remote annunciators?"
      }
    ],
    "id": "98ab29b1-995f-47e1-a1ab-7f8e3c0e3f8a",
    "created_at": "2025-10-15T12:26:45.279291",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.113314"
  },
  {
    "question": "What should be documented for \"NAC\" calculations?",
    "answer": "Full device counts, wire sizes, lengths, and math for voltage drop and battery sizing",
    "definition": "Definition: Provide full calculations and assumptions in submittals and acceptance docs. Reference: \"NFPA\" 72 (2022) Documentation.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "60",
      "stem": "What should be documented for \"NAC\" calculations?",
      "correct": "Full device counts, wire sizes, lengths, and math for voltage drop and battery sizing",
      "correct_letter": "B",
      "distractors": [
        "Only final amp hours",
        "Nothing if it works",
        "A photo of the panel only"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Only final amp hours"
        },
        {
          "letter": "B",
          "text": "Full device counts, wire sizes, lengths, and math for voltage drop and battery sizing"
        },
        {
          "letter": "C",
          "text": "Nothing if it works"
        },
        {
          "letter": "D",
          "text": "A photo of the panel only"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "What should be documented for \"NAC\" calculations?"
      }
    ],
    "id": "b5606291-3a14-4871-affa-b8864d09f7e7",
    "created_at": "2025-10-15T12:26:45.279326",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.113337"
  },
  {
    "question": "Which code determines when a new occupancy must have a fire alarm system?",
    "answer": "\"IBC\" (Section 907)",
    "definition": "Definition: The building code triggers the requirement; \"NFPA\" 72 governs design/installation of the system once required. Reference: \"IBC\" (2021) §907.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "61",
      "stem": "Which code determines when a new occupancy must have a fire alarm system?",
      "correct": "\"IBC\" (Section 907)",
      "correct_letter": "C",
      "distractors": [
        "\"NFPA\" 72",
        "\"NFPA\" 101 only",
        "\"NEC\" Article 760"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "\"NFPA\" 72"
        },
        {
          "letter": "B",
          "text": "\"NFPA\" 101 only"
        },
        {
          "letter": "C",
          "text": "\"IBC\" (Section 907)"
        },
        {
          "letter": "D",
          "text": "\"NEC\" Article 760"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Which code determines when a new occupancy must have a fire alarm system?"
      }
    ],
    "id": "8b348c25-02c0-4b4d-a166-af9be92eb8a4",
    "created_at": "2025-10-15T12:26:45.279361",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.113357"
  },
  {
    "question": "Areas with very high ambient noise (over about 105 \"dBA\") require:",
    "answer": "Rely on visual notification (strobes) and other means; audibility may be ineffective",
    "definition": "Definition: Above extreme ambient levels, visible notification is primary and voice may be needed. Reference: \"NFPA\" 72 (2022) Notification.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "62",
      "stem": "Areas with very high ambient noise (over about 105 \"dBA\") require:",
      "correct": "Rely on visual notification (strobes) and other means; audibility may be ineffective",
      "correct_letter": "B",
      "distractors": [
        "More horns only",
        "No notification",
        "Lowering ambient noise"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "More horns only"
        },
        {
          "letter": "B",
          "text": "Rely on visual notification (strobes) and other means; audibility may be ineffective"
        },
        {
          "letter": "C",
          "text": "No notification"
        },
        {
          "letter": "D",
          "text": "Lowering ambient noise"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Areas with very high ambient noise (over about 105 \"dBA\") require:"
      }
    ],
    "id": "369e0f08-cdb1-4267-80e0-a7b9d778b489",
    "created_at": "2025-10-15T12:26:45.279396",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.113399"
  },
  {
    "question": "Voice/alarm communication systems must be intelligible in:",
    "answer": "Acoustically distinguishable spaces (\"ADS\") as required",
    "definition": "Definition: Provide intelligibility where required; measure \"STI\" or \"CIS\" as applicable. Reference: \"NFPA\" 72 (2022) Chapter 24.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "63",
      "stem": "Voice/alarm communication systems must be intelligible in:",
      "correct": "Acoustically distinguishable spaces (\"ADS\") as required",
      "correct_letter": "B",
      "distractors": [
        "All spaces regardless",
        "Mechanical rooms only",
        "Corridors only"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "All spaces regardless"
        },
        {
          "letter": "B",
          "text": "Acoustically distinguishable spaces (\"ADS\") as required"
        },
        {
          "letter": "C",
          "text": "Mechanical rooms only"
        },
        {
          "letter": "D",
          "text": "Corridors only"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Voice/alarm communication systems must be intelligible in:"
      }
    ],
    "id": "913b7200-72a6-4bc8-84af-86f449b92378",
    "created_at": "2025-10-15T12:26:45.279431",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.113420"
  },
  {
    "question": "Where an occupancy relies on manual boxes, what is a common exception to placing a box at every exit?",
    "answer": "If fully sprinklered and the fire alarm is automatically activated, some locations may be omitted by code",
    "definition": "Definition: Model codes permit reduced pull station count in fully sprinklered buildings with automatic detection/activation, subject to \"AHJ\" approval. Reference: \"IBC\" (2021) §907; \"NFPA\" 72 (2022).",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "64",
      "stem": "Where an occupancy relies on manual boxes, what is a common exception to placing a box at every exit?",
      "correct": "If fully sprinklered and the fire alarm is automatically activated, some locations may be omitted by code",
      "correct_letter": "A",
      "distractors": [
        "If the owner prefers",
        "If there is a guard desk",
        "If there are \"CCTV\" cameras"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "If fully sprinklered and the fire alarm is automatically activated, some locations may be omitted by code"
        },
        {
          "letter": "B",
          "text": "If the owner prefers"
        },
        {
          "letter": "C",
          "text": "If there is a guard desk"
        },
        {
          "letter": "D",
          "text": "If there are \"CCTV\" cameras"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Where an occupancy relies on manual boxes, what is a common exception to placing a box at every exit"
      }
    ],
    "id": "1712e2ed-d0cb-4371-8c8f-b8ba7c4e5a30",
    "created_at": "2025-10-15T12:26:45.279466",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.113439"
  },
  {
    "question": "Carbon monoxide life safety signaling pattern differs from fire by using:",
    "answer": "Temporal 4 distinct pattern and labeling",
    "definition": "Definition: Carbon monoxide uses aT 4 pattern distinct from fire’sT 3 for clear occupant action. Reference: \"NFPA\" 72 (2022) Notification; combination systems.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "65",
      "stem": "Carbon monoxide life safety signaling pattern differs from fire by using:",
      "correct": "Temporal 4 distinct pattern and labeling",
      "correct_letter": "B",
      "distractors": [
        "Temporal 3",
        "Continuous tone",
        "Same as fire"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Temporal 3"
        },
        {
          "letter": "B",
          "text": "Temporal 4 distinct pattern and labeling"
        },
        {
          "letter": "C",
          "text": "Continuous tone"
        },
        {
          "letter": "D",
          "text": "Same as fire"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Carbon monoxide life safety signaling pattern differs from fire by using:"
      }
    ],
    "id": "a294710a-5882-4496-a839-ba92d1a9ffd3",
    "created_at": "2025-10-15T12:26:45.279650",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.113669"
  },
  {
    "question": "For dormitories/apartments (Group R), low frequency 520 hertz appliances are required in sleeping rooms primarily due to:",
    "answer": "Improved awakening effectiveness for sleeping adults",
    "definition": "Definition: Research shows 520 hertz signals wake sleepers more effectively. Reference: \"NFPA\" 72 (2022) Notification; \"IBC\"/ \"NFPA\" 101 occupancies.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "66",
      "stem": "For dormitories/apartments (Group R), low frequency 520 hertz appliances are required in sleeping rooms primarily due to:",
      "correct": "Improved awakening effectiveness for sleeping adults",
      "correct_letter": "B",
      "distractors": [
        "Aesthetic reasons",
        "Easier wiring",
        "Lower current draw"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Aesthetic reasons"
        },
        {
          "letter": "B",
          "text": "Improved awakening effectiveness for sleeping adults"
        },
        {
          "letter": "C",
          "text": "Easier wiring"
        },
        {
          "letter": "D",
          "text": "Lower current draw"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "For dormitories/apartments (Group R), low frequency 520 hertz appliances are required in sleeping ro"
      }
    ],
    "id": "3b1dd87e-a7a1-4373-8558-d9a8c1b6af65",
    "created_at": "2025-10-15T12:26:45.279700",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.113703"
  },
  {
    "question": "Which of the following typically requires monitoring by the fire alarm system?",
    "answer": "Closed sprinkler control valve position",
    "definition": "Definition: Supervise sprinkler valves to catch impairments; signal is supervisory. Reference: \"NFPA\" 72 (2022) Supervisory signals; \"NFPA\" 13/ \"IBC\" integration.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "67",
      "stem": "Which of the following typically requires monitoring by the fire alarm system?",
      "correct": "Closed sprinkler control valve position",
      "correct_letter": "A",
      "distractors": [
        "Ceiling fan status",
        "Elevator door chimes",
        "Lighting dimmers"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Closed sprinkler control valve position"
        },
        {
          "letter": "B",
          "text": "Ceiling fan status"
        },
        {
          "letter": "C",
          "text": "Elevator door chimes"
        },
        {
          "letter": "D",
          "text": "Lighting dimmers"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Which of the following typically requires monitoring by the fire alarm system?"
      }
    ],
    "id": "19b2db75-9592-4dd2-aba4-9f7a15fde23d",
    "created_at": "2025-10-15T12:26:45.279740",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.113745"
  },
  {
    "question": "Testing frequency for waterflow and valve supervisory switches is commonly:",
    "answer": "Quarterly",
    "definition": "Definition: Quarterly testing is typical for these interfaces. Reference: \"NFPA\" 72 (2022) Chapter 14 \"ITM\".",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "68",
      "stem": "Testing frequency for waterflow and valve supervisory switches is commonly:",
      "correct": "Quarterly",
      "correct_letter": "B",
      "distractors": [
        "Monthly",
        "Semi annual",
        "Annual"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Monthly"
        },
        {
          "letter": "B",
          "text": "Quarterly"
        },
        {
          "letter": "C",
          "text": "Semi annual"
        },
        {
          "letter": "D",
          "text": "Annual"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Testing frequency for waterflow and valve supervisory switches is commonly:"
      }
    ],
    "id": "9ac849ed-c66f-42fc-a183-87ca83493316",
    "created_at": "2025-10-15T12:26:45.279774",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.113766"
  },
  {
    "question": "When strobes are visible together within the same field of view they must:",
    "answer": "Be synchronized with a listed method",
    "definition": "Definition: Synchronization avoids disorienting effects and meets code intent. Reference: \"NFPA\" 72 (2022) Chapter 18.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "69",
      "stem": "When strobes are visible together within the same field of view they must:",
      "correct": "Be synchronized with a listed method",
      "correct_letter": "B",
      "distractors": [
        "Have differing flash rates",
        "Be random",
        "Be turned off"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Have differing flash rates"
        },
        {
          "letter": "B",
          "text": "Be synchronized with a listed method"
        },
        {
          "letter": "C",
          "text": "Be random"
        },
        {
          "letter": "D",
          "text": "Be turned off"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "When strobes are visible together within the same field of view they must:"
      }
    ],
    "id": "a3a580b9-424b-4be4-bd15-bc4cc33826ab",
    "created_at": "2025-10-15T12:26:45.279807",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.113784"
  },
  {
    "question": "In spaces with raised floors for data cabling, smoke detection should be:",
    "answer": "Both in ceiling and underfloor plenum as needed",
    "definition": "Definition: Fires can start under floors; detection in both spaces may be required per application. Reference: \"NFPA\" 72 (2022) Initiating device applications.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "70",
      "stem": "In spaces with raised floors for data cabling, smoke detection should be:",
      "correct": "Both in ceiling and underfloor plenum as needed",
      "correct_letter": "C",
      "distractors": [
        "Ceiling only",
        "Underfloor only",
        "Prohibited due to airflow"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Ceiling only"
        },
        {
          "letter": "B",
          "text": "Underfloor only"
        },
        {
          "letter": "C",
          "text": "Both in ceiling and underfloor plenum as needed"
        },
        {
          "letter": "D",
          "text": "Prohibited due to airflow"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "In spaces with raised floors for data cabling, smoke detection should be:"
      }
    ],
    "id": "aaa0bc73-d05d-4108-ad17-30a6ef068780",
    "created_at": "2025-10-15T12:26:45.279843",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.113804"
  },
  {
    "question": "Which best practice supports intelligibility of voice messages?",
    "answer": "Provide headroom and verify \"STI\"/\"CIS\"",
    "definition": "Definition: Maintain amplifier headroom and verify intelligibility metrics in \"ADS\". Reference: \"NFPA\" 72 (2022) Chapter 24.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "71",
      "stem": "Which best practice supports intelligibility of voice messages?",
      "correct": "Provide headroom and verify \"STI\"/\"CIS\"",
      "correct_letter": "B",
      "distractors": [
        "Load amplifiers to 100 percent rated watts",
        "Use random speaker taps",
        "Mount speakers arbitrarily"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Load amplifiers to 100 percent rated watts"
        },
        {
          "letter": "B",
          "text": "Provide headroom and verify \"STI\"/\"CIS\""
        },
        {
          "letter": "C",
          "text": "Use random speaker taps"
        },
        {
          "letter": "D",
          "text": "Mount speakers arbitrarily"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Which best practice supports intelligibility of voice messages?"
      }
    ],
    "id": "4ef3cd0b-481a-49f1-af9c-8a9f2544882d",
    "created_at": "2025-10-15T12:26:45.279878",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.113823"
  },
  {
    "question": "Elevator shunt trip, where used by design, is typically activated by:",
    "answer": "Specific heat detection at the equipment/hoistway per approved sequence",
    "definition": "Definition: Shunt trip logic relies on specific heat detection points; follow the engineered/approved sequence. Reference: \"NFPA\" 72 (2022) Elevator functions; \"IBC\" coordination.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "72",
      "stem": "Elevator shunt trip, where used by design, is typically activated by:",
      "correct": "Specific heat detection at the equipment/hoistway per approved sequence",
      "correct_letter": "B",
      "distractors": [
        "Any detector in building",
        "Waterflow",
        "Manual pull only"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Any detector in building"
        },
        {
          "letter": "B",
          "text": "Specific heat detection at the equipment/hoistway per approved sequence"
        },
        {
          "letter": "C",
          "text": "Waterflow"
        },
        {
          "letter": "D",
          "text": "Manual pull only"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Elevator shunt trip, where used by design, is typically activated by:"
      }
    ],
    "id": "de84cf6a-e7f6-498a-a265-dca05a3cfd28",
    "created_at": "2025-10-15T12:26:45.279912",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.113842"
  },
  {
    "question": "Fire alarm control unit branch circuit should be labeled:",
    "answer": "“Fire Alarm - Do Not Switch” and lockable on",
    "definition": "Definition: Dedicated, identified, lockable branch minimizes accidental shutoff. Reference: \"NFPA\" 72 (2022) Power supply connections.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "73",
      "stem": "Fire alarm control unit branch circuit should be labeled:",
      "correct": "“Fire Alarm - Do Not Switch” and lockable on",
      "correct_letter": "B",
      "distractors": [
        "Optional",
        "With panel serial number only",
        "No label by code"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Optional"
        },
        {
          "letter": "B",
          "text": "“Fire Alarm - Do Not Switch” and lockable on"
        },
        {
          "letter": "C",
          "text": "With panel serial number only"
        },
        {
          "letter": "D",
          "text": "No label by code"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Fire alarm control unit branch circuit should be labeled:"
      }
    ],
    "id": "068d3460-16cc-454c-84e1-c607973fa8f8",
    "created_at": "2025-10-15T12:26:45.280085",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.113976"
  },
  {
    "question": "During annual testing, notification appliances should be operated for at least:",
    "answer": "5 minutes",
    "definition": "Definition: Operating for five minutes helps confirm capacity and performance. Reference: \"NFPA\" 72 (2022) \"ITM\".",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "74",
      "stem": "During annual testing, notification appliances should be operated for at least:",
      "correct": "5 minutes",
      "correct_letter": "C",
      "distractors": [
        "30 seconds",
        "1 minute",
        "No minimum"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "30 seconds"
        },
        {
          "letter": "B",
          "text": "1 minute"
        },
        {
          "letter": "C",
          "text": "5 minutes"
        },
        {
          "letter": "D",
          "text": "No minimum"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "During annual testing, notification appliances should be operated for at least:"
      }
    ],
    "id": "06c52300-f3c3-4914-8352-87a3a4f3081a",
    "created_at": "2025-10-15T12:26:45.280125",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.114009"
  },
  {
    "question": "Pull station protective covers with sounders are:",
    "answer": "Permitted when approved by the fire official and compatible with required operation",
    "definition": "Definition: Covers may be used to reduce nuisance alarms with \"AHJ\" approval. Reference: \"NFPA\" 72 (2022) Manual boxes; model code guidance.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "75",
      "stem": "Pull station protective covers with sounders are:",
      "correct": "Permitted when approved by the fire official and compatible with required operation",
      "correct_letter": "B",
      "distractors": [
        "Always prohibited",
        "Required everywhere",
        "A substitute for pull stations"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Always prohibited"
        },
        {
          "letter": "B",
          "text": "Permitted when approved by the fire official and compatible with required operation"
        },
        {
          "letter": "C",
          "text": "Required everywhere"
        },
        {
          "letter": "D",
          "text": "A substitute for pull stations"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Pull station protective covers with sounders are:"
      }
    ],
    "id": "80989210-bf34-4aa8-a0bb-2612b9c8739b",
    "created_at": "2025-10-15T12:26:45.280156",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.114030"
  },
  {
    "question": "Speaker/strobe in the same view powered by different supplies must:",
    "answer": "Share a synchronization method across supplies",
    "definition": "Definition: Synchronize visible signals across supplies; coordinate audio zones for clarity. Reference: \"NFPA\" 72 (2022) Chapter 18.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "76",
      "stem": "Speaker/strobe in the same view powered by different supplies must:",
      "correct": "Share a synchronization method across supplies",
      "correct_letter": "B",
      "distractors": [
        "Operate independently with no sync",
        "Flash at different rates",
        "Use amber lenses"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Operate independently with no sync"
        },
        {
          "letter": "B",
          "text": "Share a synchronization method across supplies"
        },
        {
          "letter": "C",
          "text": "Flash at different rates"
        },
        {
          "letter": "D",
          "text": "Use amber lenses"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Speaker/strobe in the same view powered by different supplies must:"
      }
    ],
    "id": "e16843fd-f65e-41c7-971c-efe68b3e6814",
    "created_at": "2025-10-15T12:26:45.280188",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.114069"
  },
  {
    "question": "What should operators do before pressing “Alarm Silence”?",
    "answer": "Acknowledge and investigate first, then silence if permitted",
    "definition": "Definition: Maintain response while controlling sound; alarm remains latched until reset. Reference: \"NFPA\" 72 (2022) Fundamentals/Operations.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "77",
      "stem": "What should operators do before pressing “Alarm Silence”?",
      "correct": "Acknowledge and investigate first, then silence if permitted",
      "correct_letter": "B",
      "distractors": [
        "Reset immediately",
        "Ignore the alarm",
        "Disable the panel"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Reset immediately"
        },
        {
          "letter": "B",
          "text": "Acknowledge and investigate first, then silence if permitted"
        },
        {
          "letter": "C",
          "text": "Ignore the alarm"
        },
        {
          "letter": "D",
          "text": "Disable the panel"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "What should operators do before pressing “Alarm Silence”?"
      }
    ],
    "id": "3f19c982-ba7d-4e2c-9d73-d381bdee2613",
    "created_at": "2025-10-15T12:26:45.280218",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.114091"
  },
  {
    "question": "Which devices typically require semi annual function tests?",
    "answer": "Duct smoke detectors",
    "definition": "Definition: Duct detectors are often tested semi annually including sampling tubes and airflow. Reference: \"NFPA\" 72 (2022) \"ITM\" tables.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "78",
      "stem": "Which devices typically require semi annual function tests?",
      "correct": "Duct smoke detectors",
      "correct_letter": "A",
      "distractors": [
        "Manual pull stations",
        "Heat detectors",
        "Door holders"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Duct smoke detectors"
        },
        {
          "letter": "B",
          "text": "Manual pull stations"
        },
        {
          "letter": "C",
          "text": "Heat detectors"
        },
        {
          "letter": "D",
          "text": "Door holders"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Which devices typically require semi annual function tests?"
      }
    ],
    "id": "648ea176-7dfe-49dd-956d-a64d77b391d1",
    "created_at": "2025-10-15T12:26:45.280257",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.114113"
  },
  {
    "question": "Which documentation is essential for future modifications?",
    "answer": "Sequence matrix, device list, voltage drop and battery calcs, and software revision history",
    "definition": "Definition: Comprehensive documentation supports maintenance and expansions. Reference: \"NFPA\" 72 (2022) Chapter 7.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "79",
      "stem": "Which documentation is essential for future modifications?",
      "correct": "Sequence matrix, device list, voltage drop and battery calcs, and software revision history",
      "correct_letter": "B",
      "distractors": [
        "Only the Record of Completion",
        "Invoices only",
        "Owner’s manual only"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Only the Record of Completion"
        },
        {
          "letter": "B",
          "text": "Sequence matrix, device list, voltage drop and battery calcs, and software revision history"
        },
        {
          "letter": "C",
          "text": "Invoices only"
        },
        {
          "letter": "D",
          "text": "Owner’s manual only"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Which documentation is essential for future modifications?"
      }
    ],
    "id": "f89691f9-9608-463f-8a5c-431b149318e7",
    "created_at": "2025-10-15T12:26:45.280283",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.114134"
  },
  {
    "question": "What common mistake reduces smoke detector effectiveness near ceilings?",
    "answer": "Mounting too close to edge/beam or in dead air zones",
    "definition": "Definition: Avoid dead air spaces; follow listing tables and obstructions rules. Reference: \"NFPA\" 72 (2022) Initiating Devices. Texas Fire Alarm Technician - 400Q Master (Part 2: Questions 81-160) Aligned to: \"NFPA\" 72 (2022), \"NEC\" 70 (2020) Article 760, \"IBC\" (2021) Section 907, and \"NFPA\" 101 (2021). Audio friendly flow: Question, Options A-D, “Pause”, Answer, then a tuned Definition. Pro tip: Map the word “Pause” to a 4-6 second delay. Set voice rate to about 1.05-1.15×.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "80",
      "stem": "What common mistake reduces smoke detector effectiveness near ceilings?",
      "correct": "Mounting too close to edge/beam or in dead air zones",
      "correct_letter": "A",
      "distractors": [
        "Using listed bases",
        "Following ceiling plans",
        "Documenting placement"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Mounting too close to edge/beam or in dead air zones"
        },
        {
          "letter": "B",
          "text": "Using listed bases"
        },
        {
          "letter": "C",
          "text": "Following ceiling plans"
        },
        {
          "letter": "D",
          "text": "Documenting placement"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "What common mistake reduces smoke detector effectiveness near ceilings?"
      }
    ],
    "id": "7a05e813-7d76-42c5-a5b0-2370148e33c9",
    "created_at": "2025-10-15T12:26:45.280312",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.114156"
  },
  {
    "question": "Public mode audible notification must be at least how much above the average ambient sound level?",
    "answer": "15 \"dBA\"",
    "definition": "Definition: Provide about fifteen \"dBA\" above average ambient to ensure audibility in public mode. This helps the message cut through normal noise.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "81",
      "stem": "Public mode audible notification must be at least how much above the average ambient sound level?",
      "correct": "15 \"dBA\"",
      "correct_letter": "C",
      "distractors": [
        "5 \"dBA\"",
        "10 \"dBA\"",
        "20 \"dBA\""
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "5 \"dBA\""
        },
        {
          "letter": "B",
          "text": "10 \"dBA\""
        },
        {
          "letter": "C",
          "text": "15 \"dBA\""
        },
        {
          "letter": "D",
          "text": "20 \"dBA\""
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Public mode audible notification must be at least how much above the average ambient sound level?"
      }
    ],
    "id": "5928955c-11b2-4c47-aa2a-875123590991",
    "created_at": "2025-10-15T12:26:45.280471",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.114306"
  },
  {
    "question": "In sleeping rooms, which signal is preferred for fire to wake sleeping adults?",
    "answer": "Temporal 3 at low frequency 520 hertz",
    "definition": "Definition: Low frequency 520 hertz with Temporal 3 cadence is shown by research to awaken sleepers more effectively.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "82",
      "stem": "In sleeping rooms, which signal is preferred for fire to wake sleeping adults?",
      "correct": "Temporal 3 at low frequency 520 hertz",
      "correct_letter": "B",
      "distractors": [
        "Temporal 3 at 1 kilohertz",
        "Temporal 4 at 520 hertz",
        "Continuous 3 kilohertz"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Temporal 3 at 1 kilohertz"
        },
        {
          "letter": "B",
          "text": "Temporal 3 at low frequency 520 hertz"
        },
        {
          "letter": "C",
          "text": "Temporal 4 at 520 hertz"
        },
        {
          "letter": "D",
          "text": "Continuous 3 kilohertz"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "In sleeping rooms, which signal is preferred for fire to wake sleeping adults?"
      }
    ],
    "id": "746743e4-c058-417d-80c2-11793af08afd",
    "created_at": "2025-10-15T12:26:45.280509",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.114339"
  },
  {
    "question": "Visible appliances in the same field of view must:",
    "answer": "Be synchronized by a listed method",
    "definition": "Definition: Synchronization prevents disorientation and meets code intent when multiple strobes are visible together.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "83",
      "stem": "Visible appliances in the same field of view must:",
      "correct": "Be synchronized by a listed method",
      "correct_letter": "B",
      "distractors": [
        "Flash randomly",
        "Use different candela values",
        "Be on the same power supply"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Flash randomly"
        },
        {
          "letter": "B",
          "text": "Be synchronized by a listed method"
        },
        {
          "letter": "C",
          "text": "Use different candela values"
        },
        {
          "letter": "D",
          "text": "Be on the same power supply"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Visible appliances in the same field of view must:"
      }
    ],
    "id": "90f653c2-3054-4d58-aa15-65e3b4c8c309",
    "created_at": "2025-10-15T12:26:45.280538",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.114360"
  },
  {
    "question": "Minimum audible level at the pillow in sleeping rooms (unless a listed low frequency appliance is used) is:",
    "answer": "75 \"dBA\"",
    "definition": "Definition: Seventy five \"dBA\" at the pillow is a common target for sleeping areas when low frequency requirements are not specifically met.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "84",
      "stem": "Minimum audible level at the pillow in sleeping rooms (unless a listed low frequency appliance is used) is:",
      "correct": "75 \"dBA\"",
      "correct_letter": "C",
      "distractors": [
        "65 \"dBA\"",
        "70 \"dBA\"",
        "85 \"dBA\""
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "65 \"dBA\""
        },
        {
          "letter": "B",
          "text": "70 \"dBA\""
        },
        {
          "letter": "C",
          "text": "75 \"dBA\""
        },
        {
          "letter": "D",
          "text": "85 \"dBA\""
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Minimum audible level at the pillow in sleeping rooms (unless a listed low frequency appliance is us"
      }
    ],
    "id": "b0524bcb-d293-48bd-b481-7b45da3ee9f1",
    "created_at": "2025-10-15T12:26:45.280568",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.114396"
  },
  {
    "question": "For mass notification with non emergency messages, fire alarm events should:",
    "answer": "Take priority and pre empt non emergency messages",
    "definition": "Definition: Fire alarm has the highest life safety priority; non similar signals must not mask emergency cues.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "85",
      "stem": "For mass notification with non emergency messages, fire alarm events should:",
      "correct": "Take priority and pre empt non emergency messages",
      "correct_letter": "C",
      "distractors": [
        "Yield to MNS messages",
        "Share equal priority",
        "Be disabled during messages"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Yield to MNS messages"
        },
        {
          "letter": "B",
          "text": "Share equal priority"
        },
        {
          "letter": "C",
          "text": "Take priority and pre empt non emergency messages"
        },
        {
          "letter": "D",
          "text": "Be disabled during messages"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "For mass notification with non emergency messages, fire alarm events should:"
      }
    ],
    "id": "b1dfccfb-5b5e-4f07-bb58-e834ed5604c1",
    "created_at": "2025-10-15T12:26:45.280594",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.114416"
  },
  {
    "question": "Intelligibility is verified in which spaces?",
    "answer": "Acoustically Distinguishable Spaces as required",
    "definition": "Definition: Intelligibility measurements like \"STI\" or \"CIS\" apply to \"ADS\" where voice messages must be understood.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "86",
      "stem": "Intelligibility is verified in which spaces?",
      "correct": "Acoustically Distinguishable Spaces as required",
      "correct_letter": "C",
      "distractors": [
        "All rooms regardless",
        "Only corridors",
        "Mechanical rooms only"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "All rooms regardless"
        },
        {
          "letter": "B",
          "text": "Only corridors"
        },
        {
          "letter": "C",
          "text": "Acoustically Distinguishable Spaces as required"
        },
        {
          "letter": "D",
          "text": "Mechanical rooms only"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Intelligibility is verified in which spaces?"
      }
    ],
    "id": "1d4512e5-f1a7-45e8-8241-b2d9921507ad",
    "created_at": "2025-10-15T12:26:45.280622",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.114436"
  },
  {
    "question": "Good intelligibility design keeps amplifier loading:",
    "answer": "With headroom below the maximum",
    "definition": "Definition: Leaving headroom prevents clipping and preserves clarity for voice messages.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "87",
      "stem": "Good intelligibility design keeps amplifier loading:",
      "correct": "With headroom below the maximum",
      "correct_letter": "B",
      "distractors": [
        "At 100 percent of rated watts",
        "Overdriven for loudness",
        "Irrelevant"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "At 100 percent of rated watts"
        },
        {
          "letter": "B",
          "text": "With headroom below the maximum"
        },
        {
          "letter": "C",
          "text": "Overdriven for loudness"
        },
        {
          "letter": "D",
          "text": "Irrelevant"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Good intelligibility design keeps amplifier loading:"
      }
    ],
    "id": "b63607b9-c31b-419e-aa81-7650d398bc0d",
    "created_at": "2025-10-15T12:26:45.280665",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.114457"
  },
  {
    "question": "Which is most important for intelligibility?",
    "answer": "Appropriate speaker layout and direct to reverberant balance",
    "definition": "Definition: Proper speaker placement and acoustic control improve word understanding more than raw loudness.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "88",
      "stem": "Which is most important for intelligibility?",
      "correct": "Appropriate speaker layout and direct to reverberant balance",
      "correct_letter": "B",
      "distractors": [
        "Highest possible sound level",
        "More strobes",
        "Lower voltage"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Highest possible sound level"
        },
        {
          "letter": "B",
          "text": "Appropriate speaker layout and direct to reverberant balance"
        },
        {
          "letter": "C",
          "text": "More strobes"
        },
        {
          "letter": "D",
          "text": "Lower voltage"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Which is most important for intelligibility?"
      }
    ],
    "id": "bf1c7b4b-037e-4222-9b4e-bd6e74f78fe7",
    "created_at": "2025-10-15T12:26:45.280691",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.114480"
  },
  {
    "question": "Private mode audible levels are typically:",
    "answer": "Lower than public mode",
    "definition": "Definition: Private mode alerts staff and responders; required levels can be less than public mode, depending on application.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "89",
      "stem": "Private mode audible levels are typically:",
      "correct": "Lower than public mode",
      "correct_letter": "A",
      "distractors": [
        "Higher than public mode",
        "Equal to public mode",
        "Not defined"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Lower than public mode"
        },
        {
          "letter": "B",
          "text": "Higher than public mode"
        },
        {
          "letter": "C",
          "text": "Equal to public mode"
        },
        {
          "letter": "D",
          "text": "Not defined"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Private mode audible levels are typically:"
      }
    ],
    "id": "2da0d034-c2e0-401b-bacd-b8e1773c2184",
    "created_at": "2025-10-15T12:26:45.280826",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.114609"
  },
  {
    "question": "In arenas with high ambient levels over about 105 \"dBA\", designers should rely on:",
    "answer": "Visible notification and voice strategies",
    "definition": "Definition: At extreme ambient levels, strobes and planned voice systems are needed since audibility alone is ineffective.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "90",
      "stem": "In arenas with high ambient levels over about 105 \"dBA\", designers should rely on:",
      "correct": "Visible notification and voice strategies",
      "correct_letter": "B",
      "distractors": [
        "Audible only",
        "No notification",
        "Just a local bell"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Audible only"
        },
        {
          "letter": "B",
          "text": "Visible notification and voice strategies"
        },
        {
          "letter": "C",
          "text": "No notification"
        },
        {
          "letter": "D",
          "text": "Just a local bell"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "In arenas with high ambient levels over about 105 \"dBA\", designers should rely on:"
      }
    ],
    "id": "a3e0e2c2-b34d-4a26-8034-6a1879be31de",
    "created_at": "2025-10-15T12:26:45.280866",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.114657"
  },
  {
    "question": "Temporal 4 is associated with which hazard?",
    "answer": "Carbon monoxide",
    "definition": "Definition: Carbon monoxide uses a distinct Temporal 4 pattern to differentiate instructions from fire.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "91",
      "stem": "Temporal 4 is associated with which hazard?",
      "correct": "Carbon monoxide",
      "correct_letter": "B",
      "distractors": [
        "Fire",
        "Security breach",
        "Sprinkler waterflow"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Fire"
        },
        {
          "letter": "B",
          "text": "Carbon monoxide"
        },
        {
          "letter": "C",
          "text": "Security breach"
        },
        {
          "letter": "D",
          "text": "Sprinkler waterflow"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Temporal 4 is associated with which hazard?"
      }
    ],
    "id": "2e02f951-0050-4a03-91cc-685ee235f1d4",
    "created_at": "2025-10-15T12:26:45.280901",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.114680"
  },
  {
    "question": "Failing to synchronize strobes in a large room can cause:",
    "answer": "Potential confusion or disorientation",
    "definition": "Definition: Unsynchronized flashes can appear chaotic, reducing effectiveness and occupant confidence.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "92",
      "stem": "Failing to synchronize strobes in a large room can cause:",
      "correct": "Potential confusion or disorientation",
      "correct_letter": "C",
      "distractors": [
        "Improved visibility",
        "No impact",
        "Lower current draw"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Improved visibility"
        },
        {
          "letter": "B",
          "text": "No impact"
        },
        {
          "letter": "C",
          "text": "Potential confusion or disorientation"
        },
        {
          "letter": "D",
          "text": "Lower current draw"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Failing to synchronize strobes in a large room can cause:"
      }
    ],
    "id": "03acfb3d-4f9b-4797-9c4a-73f6214022a4",
    "created_at": "2025-10-15T12:26:45.280934",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.114699"
  },
  {
    "question": "For wide rooms, the candela selection for wall strobes is based primarily on:",
    "answer": "Room geometry and mounting height using listed tables",
    "definition": "Definition: Use candela tables that account for distance and mounting height to achieve visibility.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "93",
      "stem": "For wide rooms, the candela selection for wall strobes is based primarily on:",
      "correct": "Room geometry and mounting height using listed tables",
      "correct_letter": "B",
      "distractors": [
        "Color of the walls",
        "Installer preference",
        "Ceiling material"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Color of the walls"
        },
        {
          "letter": "B",
          "text": "Room geometry and mounting height using listed tables"
        },
        {
          "letter": "C",
          "text": "Installer preference"
        },
        {
          "letter": "D",
          "text": "Ceiling material"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "For wide rooms, the candela selection for wall strobes is based primarily on:"
      }
    ],
    "id": "8c0432e5-ea44-43be-8cef-21f3778b981f",
    "created_at": "2025-10-15T12:26:45.280965",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.114720"
  },
  {
    "question": "Voice systems that share speakers with background music must ensure that:",
    "answer": "Fire messages override and take priority",
    "definition": "Definition: Emergency messages must pre empt non emergency audio sources.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "94",
      "stem": "Voice systems that share speakers with background music must ensure that:",
      "correct": "Fire messages override and take priority",
      "correct_letter": "B",
      "distractors": [
        "Music keeps playing during fire",
        "Music is louder",
        "Only music plays in lobbies"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Music keeps playing during fire"
        },
        {
          "letter": "B",
          "text": "Fire messages override and take priority"
        },
        {
          "letter": "C",
          "text": "Music is louder"
        },
        {
          "letter": "D",
          "text": "Only music plays in lobbies"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Voice systems that share speakers with background music must ensure that:"
      }
    ],
    "id": "f2eeee17-8ceb-4249-8258-a564e32f1de7",
    "created_at": "2025-10-15T12:26:45.280998",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.114742"
  },
  {
    "question": "In sleeping rooms, low frequency sounders are required primarily because:",
    "answer": "They awaken sleepers more effectively",
    "definition": "Definition: The 520 hertz signal is physiologically more effective at waking sleeping adults.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "95",
      "stem": "In sleeping rooms, low frequency sounders are required primarily because:",
      "correct": "They awaken sleepers more effectively",
      "correct_letter": "C",
      "distractors": [
        "They use less current",
        "They are smaller",
        "They are cheaper"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "They use less current"
        },
        {
          "letter": "B",
          "text": "They are smaller"
        },
        {
          "letter": "C",
          "text": "They awaken sleepers more effectively"
        },
        {
          "letter": "D",
          "text": "They are cheaper"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "In sleeping rooms, low frequency sounders are required primarily because:"
      }
    ],
    "id": "c25393cc-47cd-4e0e-85d0-9acabb1448b2",
    "created_at": "2025-10-15T12:26:45.281031",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.114762"
  },
  {
    "question": "For mixed occupancy buildings, notification zoning should be:",
    "answer": "Coordinated with the egress plan and occupancy use",
    "definition": "Definition: Zoning should reflect egress strategy and occupancy to avoid over or under notification.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "96",
      "stem": "For mixed occupancy buildings, notification zoning should be:",
      "correct": "Coordinated with the egress plan and occupancy use",
      "correct_letter": "C",
      "distractors": [
        "One zone for entire building",
        "Per floor only",
        "Per room only"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "One zone for entire building"
        },
        {
          "letter": "B",
          "text": "Per floor only"
        },
        {
          "letter": "C",
          "text": "Coordinated with the egress plan and occupancy use"
        },
        {
          "letter": "D",
          "text": "Per room only"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "For mixed occupancy buildings, notification zoning should be:"
      }
    ],
    "id": "f441917e-a4e5-49c5-a26b-e01b85cce3a7",
    "created_at": "2025-10-15T12:26:45.281063",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.114781"
  },
  {
    "question": "Strobe lens color for fire alarm notification is typically:",
    "answer": "Clear or white",
    "definition": "Definition: Fire strobes are generally clear or white; other colors can indicate other hazards per design/approval.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "97",
      "stem": "Strobe lens color for fire alarm notification is typically:",
      "correct": "Clear or white",
      "correct_letter": "B",
      "distractors": [
        "Amber",
        "Green",
        "Blue"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Amber"
        },
        {
          "letter": "B",
          "text": "Clear or white"
        },
        {
          "letter": "C",
          "text": "Green"
        },
        {
          "letter": "D",
          "text": "Blue"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Strobe lens color for fire alarm notification is typically:"
      }
    ],
    "id": "aa07e61b-b55b-4df5-a58c-dd16a7d7d97a",
    "created_at": "2025-10-15T12:26:45.281097",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.114916"
  },
  {
    "question": "Intelligibility target values commonly used are:",
    "answer": "\"STI\" around 0.50 or \"CIS\" around 0.70 in \"ADS\"",
    "definition": "Definition: These benchmark values indicate understandable speech in voice systems where required.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "98",
      "stem": "Intelligibility target values commonly used are:",
      "correct": "\"STI\" around 0.50 or \"CIS\" around 0.70 in \"ADS\"",
      "correct_letter": "B",
      "distractors": [
        "Random guesses",
        "\"STI\" 0.2",
        "\"CIS\" 0.3"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Random guesses"
        },
        {
          "letter": "B",
          "text": "\"STI\" around 0.50 or \"CIS\" around 0.70 in \"ADS\""
        },
        {
          "letter": "C",
          "text": "\"STI\" 0.2"
        },
        {
          "letter": "D",
          "text": "\"CIS\" 0.3"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Intelligibility target values commonly used are:"
      }
    ],
    "id": "4ace40c9-a1cf-4362-be07-dfd271843b7c",
    "created_at": "2025-10-15T12:26:45.281259",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.114946"
  },
  {
    "question": "If two supplies feed strobes in the same room, they must:",
    "answer": "Use a listed sync method to flash together",
    "definition": "Definition: Synchronization across supplies maintains consistent visual cues.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "99",
      "stem": "If two supplies feed strobes in the same room, they must:",
      "correct": "Use a listed sync method to flash together",
      "correct_letter": "B",
      "distractors": [
        "Operate independently",
        "Be out of phase intentionally",
        "Use different candela"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Operate independently"
        },
        {
          "letter": "B",
          "text": "Use a listed sync method to flash together"
        },
        {
          "letter": "C",
          "text": "Be out of phase intentionally"
        },
        {
          "letter": "D",
          "text": "Use different candela"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "If two supplies feed strobes in the same room, they must:"
      }
    ],
    "id": "9df3d1e6-30d7-4e7e-94c4-612e05539db0",
    "created_at": "2025-10-15T12:26:45.281299",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.114968"
  },
  {
    "question": "To reduce echo induced poor intelligibility in a concourse, the best first step is:",
    "answer": "Improve speaker layout and use directional speakers or acoustics",
    "definition": "Definition: Managing reflections and coverage patterns typically yields the biggest intelligibility gains.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "100",
      "stem": "To reduce echo induced poor intelligibility in a concourse, the best first step is:",
      "correct": "Improve speaker layout and use directional speakers or acoustics",
      "correct_letter": "C",
      "distractors": [
        "Turn up amplifier gain",
        "Add more horns",
        "Disable voice"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Turn up amplifier gain"
        },
        {
          "letter": "B",
          "text": "Add more horns"
        },
        {
          "letter": "C",
          "text": "Improve speaker layout and use directional speakers or acoustics"
        },
        {
          "letter": "D",
          "text": "Disable voice"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "To reduce echo induced poor intelligibility in a concourse, the best first step is:"
      }
    ],
    "id": "b9c2a402-fc0c-4388-b8d5-b5a6941bece4",
    "created_at": "2025-10-15T12:26:45.281328",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.115005"
  },
  {
    "question": "Spot smoke detector nominal starting spacing on smooth ceilings is commonly:",
    "answer": "30 feet",
    "definition": "Definition: Thirty feet on center is a common starting point; always follow the detector’s listing and ceiling features.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "101",
      "stem": "Spot smoke detector nominal starting spacing on smooth ceilings is commonly:",
      "correct": "30 feet",
      "correct_letter": "B",
      "distractors": [
        "20 feet",
        "40 feet",
        "60 feet"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "20 feet"
        },
        {
          "letter": "B",
          "text": "30 feet"
        },
        {
          "letter": "C",
          "text": "40 feet"
        },
        {
          "letter": "D",
          "text": "60 feet"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Spot smoke detector nominal starting spacing on smooth ceilings is commonly:"
      }
    ],
    "id": "88d14311-fe59-4173-8c5f-3a6ba1cc3194",
    "created_at": "2025-10-15T12:26:45.281356",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.115025"
  },
  {
    "question": "Corridor detector spacing for corridors up to about 10 feet wide is approximately:",
    "answer": "41 feet",
    "definition": "Definition: Corridors can use wider intervals due to channelized flow; verify with listings and rules.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "102",
      "stem": "Corridor detector spacing for corridors up to about 10 feet wide is approximately:",
      "correct": "41 feet",
      "correct_letter": "C",
      "distractors": [
        "15 feet",
        "30 feet",
        "60 feet"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "15 feet"
        },
        {
          "letter": "B",
          "text": "30 feet"
        },
        {
          "letter": "C",
          "text": "41 feet"
        },
        {
          "letter": "D",
          "text": "60 feet"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Corridor detector spacing for corridors up to about 10 feet wide is approximately:"
      }
    ],
    "id": "be8140de-a3a5-47a6-b766-d55802fbe855",
    "created_at": "2025-10-15T12:26:45.281386",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.115045"
  },
  {
    "question": "Detectors should be kept away from air supply diffusers typically by at least:",
    "answer": "3 feet",
    "definition": "Definition: Keep smoke detectors out of strong air streams to avoid diluting smoke and delaying response.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "103",
      "stem": "Detectors should be kept away from air supply diffusers typically by at least:",
      "correct": "3 feet",
      "correct_letter": "A",
      "distractors": [
        "5 feet",
        "10 feet",
        "No restriction"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "3 feet"
        },
        {
          "letter": "B",
          "text": "5 feet"
        },
        {
          "letter": "C",
          "text": "10 feet"
        },
        {
          "letter": "D",
          "text": "No restriction"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Detectors should be kept away from air supply diffusers typically by at least:"
      }
    ],
    "id": "9ddd9f2a-de0c-4ca9-91fb-ed9ad3c07ed4",
    "created_at": "2025-10-15T12:26:45.281414",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.115063"
  },
  {
    "question": "Heat detectors are generally preferred over smoke detectors in which area?",
    "answer": "Commercial kitchen hood plenum",
    "definition": "Definition: In greasy, high vapor areas like hoods, heat detection or special systems are used to avoid nuisance alarms.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "104",
      "stem": "Heat detectors are generally preferred over smoke detectors in which area?",
      "correct": "Commercial kitchen hood plenum",
      "correct_letter": "C",
      "distractors": [
        "Clean office",
        "Smoking lounge",
        "Library"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Clean office"
        },
        {
          "letter": "B",
          "text": "Smoking lounge"
        },
        {
          "letter": "C",
          "text": "Commercial kitchen hood plenum"
        },
        {
          "letter": "D",
          "text": "Library"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Heat detectors are generally preferred over smoke detectors in which area?"
      }
    ],
    "id": "23807de3-0023-4128-af76-57d79e623497",
    "created_at": "2025-10-15T12:26:45.281441",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.115082"
  },
  {
    "question": "Duct smoke detectors on supply systems should be located:",
    "answer": "Downstream of filters and ahead of branches",
    "definition": "Definition: Detection after filtration and before branch connections detects smoke before distribution.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "105",
      "stem": "Duct smoke detectors on supply systems should be located:",
      "correct": "Downstream of filters and ahead of branches",
      "correct_letter": "B",
      "distractors": [
        "Upstream of filters",
        "At each diffuser",
        "Only on return"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Upstream of filters"
        },
        {
          "letter": "B",
          "text": "Downstream of filters and ahead of branches"
        },
        {
          "letter": "C",
          "text": "At each diffuser"
        },
        {
          "letter": "D",
          "text": "Only on return"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Duct smoke detectors on supply systems should be located:"
      }
    ],
    "id": "cb9ba6b1-92b2-459c-960f-51227a8acaa6",
    "created_at": "2025-10-15T12:26:45.281469",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.115101"
  },
  {
    "question": "For very high ceilings with stratification concerns, a good detection choice is:",
    "answer": "Beam smoke detectors",
    "definition": "Definition: Beam detectors span long distances and can compensate for high ceiling limitations.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "106",
      "stem": "For very high ceilings with stratification concerns, a good detection choice is:",
      "correct": "Beam smoke detectors",
      "correct_letter": "A",
      "distractors": [
        "Ionization spot detectors only",
        "Manual pulls only",
        "No detection"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Beam smoke detectors"
        },
        {
          "letter": "B",
          "text": "Ionization spot detectors only"
        },
        {
          "letter": "C",
          "text": "Manual pulls only"
        },
        {
          "letter": "D",
          "text": "No detection"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "For very high ceilings with stratification concerns, a good detection choice is:"
      }
    ],
    "id": "d9014e5c-4558-4030-8329-02ec49068112",
    "created_at": "2025-10-15T12:26:45.281494",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.115227"
  },
  {
    "question": "Obstructions such as beams may require:",
    "answer": "Reducing spacing and adjusting placement",
    "definition": "Definition: Beams can create dead air pockets; reduce spacing or relocate to maintain coverage.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "107",
      "stem": "Obstructions such as beams may require:",
      "correct": "Reducing spacing and adjusting placement",
      "correct_letter": "B",
      "distractors": [
        "Increasing spacing",
        "Ignoring beams",
        "Mounting at wall baseboards"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Increasing spacing"
        },
        {
          "letter": "B",
          "text": "Reducing spacing and adjusting placement"
        },
        {
          "letter": "C",
          "text": "Ignoring beams"
        },
        {
          "letter": "D",
          "text": "Mounting at wall baseboards"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Obstructions such as beams may require:"
      }
    ],
    "id": "cf0fa88c-4156-4bc7-a515-a8623e77de63",
    "created_at": "2025-10-15T12:26:45.281692",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.115264"
  },
  {
    "question": "When using alarm verification feature, it should be applied primarily to:",
    "answer": "Smoke detectors to reduce nuisance alarms",
    "definition": "Definition: AVF re checks smoke conditions before latching alarm; do not apply to heat or manual devices.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "108",
      "stem": "When using alarm verification feature, it should be applied primarily to:",
      "correct": "Smoke detectors to reduce nuisance alarms",
      "correct_letter": "C",
      "distractors": [
        "Manual pull stations",
        "Heat detectors",
        "Supervisory inputs"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Manual pull stations"
        },
        {
          "letter": "B",
          "text": "Heat detectors"
        },
        {
          "letter": "C",
          "text": "Smoke detectors to reduce nuisance alarms"
        },
        {
          "letter": "D",
          "text": "Supervisory inputs"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "When using alarm verification feature, it should be applied primarily to:"
      }
    ],
    "id": "8ef18904-39cb-4151-a59a-c42aae24ba42",
    "created_at": "2025-10-15T12:26:45.281733",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.115286"
  },
  {
    "question": "Duct detector used only for equipment shutdown should signal:",
    "answer": "Supervisory",
    "definition": "Definition: Equipment control without egress impact annunciate as supervisory, not general alarm.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "109",
      "stem": "Duct detector used only for equipment shutdown should signal:",
      "correct": "Supervisory",
      "correct_letter": "B",
      "distractors": [
        "General alarm",
        "Trouble",
        "Nothing"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "General alarm"
        },
        {
          "letter": "B",
          "text": "Supervisory"
        },
        {
          "letter": "C",
          "text": "Trouble"
        },
        {
          "letter": "D",
          "text": "Nothing"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Duct detector used only for equipment shutdown should signal:"
      }
    ],
    "id": "41978b07-8bfe-41f7-acd5-4ff0f7d76a92",
    "created_at": "2025-10-15T12:26:45.281763",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.115326"
  },
  {
    "question": "Pre action sprinkler systems typically interface so that:",
    "answer": "Detection opens valve; waterflow creates alarm",
    "definition": "Definition: Detection triggers valve opening; waterflow confirms a discharge alarm.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "110",
      "stem": "Pre action sprinkler systems typically interface so that:",
      "correct": "Detection opens valve; waterflow creates alarm",
      "correct_letter": "B",
      "distractors": [
        "Water flows without detection",
        "Only waterflow matters",
        "No interface is allowed"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Water flows without detection"
        },
        {
          "letter": "B",
          "text": "Detection opens valve; waterflow creates alarm"
        },
        {
          "letter": "C",
          "text": "Only waterflow matters"
        },
        {
          "letter": "D",
          "text": "No interface is allowed"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Pre action sprinkler systems typically interface so that:"
      }
    ],
    "id": "f81ed41e-2a3f-40ce-b8ac-f1fa06ba0fec",
    "created_at": "2025-10-15T12:26:45.281796",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.115346"
  },
  {
    "question": "Elevator Phase One recall is commonly triggered by:",
    "answer": "Smoke detection in lobbies and machine rooms per design",
    "definition": "Definition: Smoke detection at designated locations initiates recall to the primary landing.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "111",
      "stem": "Elevator Phase One recall is commonly triggered by:",
      "correct": "Smoke detection in lobbies and machine rooms per design",
      "correct_letter": "B",
      "distractors": [
        "Heat in corridors",
        "Door contacts",
        "Waterflow only"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Heat in corridors"
        },
        {
          "letter": "B",
          "text": "Smoke detection in lobbies and machine rooms per design"
        },
        {
          "letter": "C",
          "text": "Door contacts"
        },
        {
          "letter": "D",
          "text": "Waterflow only"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Elevator Phase One recall is commonly triggered by:"
      }
    ],
    "id": "baf8ae47-198b-471a-84e2-1bcb7b9e5ef2",
    "created_at": "2025-10-15T12:26:45.281829",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.115365"
  },
  {
    "question": "Elevator shunt trip, where used, is typically activated by:",
    "answer": "Specific heat detection at equipment or hoistway per approved sequence",
    "definition": "Definition: Shunt trip relies on heat detection at specific points as engineered and approved.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "112",
      "stem": "Elevator shunt trip, where used, is typically activated by:",
      "correct": "Specific heat detection at equipment or hoistway per approved sequence",
      "correct_letter": "B",
      "distractors": [
        "Any smoke detector",
        "Pull stations",
        "Return air detectors only"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Any smoke detector"
        },
        {
          "letter": "B",
          "text": "Specific heat detection at equipment or hoistway per approved sequence"
        },
        {
          "letter": "C",
          "text": "Pull stations"
        },
        {
          "letter": "D",
          "text": "Return air detectors only"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Elevator shunt trip, where used, is typically activated by:"
      }
    ],
    "id": "d6c7cf27-9a83-40de-b8a4-451da9e187c3",
    "created_at": "2025-10-15T12:26:45.281863",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.115385"
  },
  {
    "question": "High airflow data centers often require detection:",
    "answer": "Both above ceiling and under raised floor",
    "definition": "Definition: Underfloor cables can smolder; provide detection above and below as needed.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "113",
      "stem": "High airflow data centers often require detection:",
      "correct": "Both above ceiling and under raised floor",
      "correct_letter": "C",
      "distractors": [
        "Ceiling only",
        "Under floor only",
        "No detection due to airflow"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Ceiling only"
        },
        {
          "letter": "B",
          "text": "Under floor only"
        },
        {
          "letter": "C",
          "text": "Both above ceiling and under raised floor"
        },
        {
          "letter": "D",
          "text": "No detection due to airflow"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "High airflow data centers often require detection:"
      }
    ],
    "id": "fcf2c32f-6bb6-4695-a30c-e0df1e560ed9",
    "created_at": "2025-10-15T12:26:45.281898",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.115405"
  },
  {
    "question": "Kitchen hood extinguishing system discharge should:",
    "answer": "Initiate fire alarm and programmed shutdowns per sequence",
    "definition": "Definition: System discharge is a fire event that drives alarm and control actions.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "114",
      "stem": "Kitchen hood extinguishing system discharge should:",
      "correct": "Initiate fire alarm and programmed shutdowns per sequence",
      "correct_letter": "B",
      "distractors": [
        "Only shut fans",
        "Do nothing",
        "Open outside air only"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Only shut fans"
        },
        {
          "letter": "B",
          "text": "Initiate fire alarm and programmed shutdowns per sequence"
        },
        {
          "letter": "C",
          "text": "Do nothing"
        },
        {
          "letter": "D",
          "text": "Open outside air only"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Kitchen hood extinguishing system discharge should:"
      }
    ],
    "id": "c22209cd-9fe1-4be1-92ee-14cdcca48993",
    "created_at": "2025-10-15T12:26:45.281929",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.115535"
  },
  {
    "question": "Air sampling detectors are advantageous because they:",
    "answer": "Detect very low levels of smoke early",
    "definition": "Definition: Aspirating systems sample air continuously and can catch incipient smoke.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "115",
      "stem": "Air sampling detectors are advantageous because they:",
      "correct": "Detect very low levels of smoke early",
      "correct_letter": "B",
      "distractors": [
        "Are louder",
        "Use less power than horns",
        "Replace strobes"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Are louder"
        },
        {
          "letter": "B",
          "text": "Detect very low levels of smoke early"
        },
        {
          "letter": "C",
          "text": "Use less power than horns"
        },
        {
          "letter": "D",
          "text": "Replace strobes"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Air sampling detectors are advantageous because they:"
      }
    ],
    "id": "05d96876-598e-45d0-ae84-c5f36d941941",
    "created_at": "2025-10-15T12:26:45.281958",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.115567"
  },
  {
    "question": "Beam detector alignment must be verified using:",
    "answer": "Manufacturer alignment tools and obscuration tests",
    "definition": "Definition: Follow the device procedure for alignment and sensitivity to ensure reliable operation.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "116",
      "stem": "Beam detector alignment must be verified using:",
      "correct": "Manufacturer alignment tools and obscuration tests",
      "correct_letter": "B",
      "distractors": [
        "Eyeballing only",
        "Color of beam head",
        "Floor tile pattern"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Eyeballing only"
        },
        {
          "letter": "B",
          "text": "Manufacturer alignment tools and obscuration tests"
        },
        {
          "letter": "C",
          "text": "Color of beam head"
        },
        {
          "letter": "D",
          "text": "Floor tile pattern"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Beam detector alignment must be verified using:"
      }
    ],
    "id": "bf1f378f-f6dc-4f51-bec4-76896fe42539",
    "created_at": "2025-10-15T12:26:45.282101",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.115589"
  },
  {
    "question": "In cold storage, which detection approach is common?",
    "answer": "Heat detection or sampling with remote heads",
    "definition": "Definition: Low temperatures and stratification favor heat or aspirating detection with remote sampling points.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "117",
      "stem": "In cold storage, which detection approach is common?",
      "correct": "Heat detection or sampling with remote heads",
      "correct_letter": "B",
      "distractors": [
        "Standard spot smoke on ceiling",
        "Only pull stations",
        "No detection"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Standard spot smoke on ceiling"
        },
        {
          "letter": "B",
          "text": "Heat detection or sampling with remote heads"
        },
        {
          "letter": "C",
          "text": "Only pull stations"
        },
        {
          "letter": "D",
          "text": "No detection"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "In cold storage, which detection approach is common?"
      }
    ],
    "id": "d7d2e9e9-0377-4a78-b9a4-d03a73746296",
    "created_at": "2025-10-15T12:26:45.282145",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.115639"
  },
  {
    "question": "Wireless fire detection systems must:",
    "answer": "Be listed for the application and maintain supervision and power requirements",
    "definition": "Definition: Wireless components must be listed and maintain supervision, tamper, and power performance.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "118",
      "stem": "Wireless fire detection systems must:",
      "correct": "Be listed for the application and maintain supervision and power requirements",
      "correct_letter": "B",
      "distractors": [
        "Use any consumer wifi",
        "Use unlisted batteries",
        "Avoid supervision"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Use any consumer wifi"
        },
        {
          "letter": "B",
          "text": "Be listed for the application and maintain supervision and power requirements"
        },
        {
          "letter": "C",
          "text": "Use unlisted batteries"
        },
        {
          "letter": "D",
          "text": "Avoid supervision"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Wireless fire detection systems must:"
      }
    ],
    "id": "d951c244-ba57-490b-bf2d-2550a44764cb",
    "created_at": "2025-10-15T12:26:45.282181",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.115662"
  },
  {
    "question": "Multi criteria detectors combine sensors to:",
    "answer": "Improve detection reliability and reduce non fire alarms",
    "definition": "Definition: Using multiple sensing technologies can better discriminate fire from non fire phenomena.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "119",
      "stem": "Multi criteria detectors combine sensors to:",
      "correct": "Improve detection reliability and reduce non fire alarms",
      "correct_letter": "B",
      "distractors": [
        "Increase nuisance alarms",
        "Replace manual stations",
        "Eliminate maintenance"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Increase nuisance alarms"
        },
        {
          "letter": "B",
          "text": "Improve detection reliability and reduce non fire alarms"
        },
        {
          "letter": "C",
          "text": "Replace manual stations"
        },
        {
          "letter": "D",
          "text": "Eliminate maintenance"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Multi criteria detectors combine sensors to:"
      }
    ],
    "id": "dcbc3bb0-57a3-43a9-be97-8c6d7ffddc3d",
    "created_at": "2025-10-15T12:26:45.282214",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.115681"
  },
  {
    "question": "For elevator lobbies, detector placement should consider:",
    "answer": "Distance from doors and air movement",
    "definition": "Definition: Door piston winds and air currents can move smoke; avoid dead air and drafts to ensure timely detection.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "120",
      "stem": "For elevator lobbies, detector placement should consider:",
      "correct": "Distance from doors and air movement",
      "correct_letter": "A",
      "distractors": [
        "Only ceiling color",
        "Only floor covering",
        "Only light fixtures"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Distance from doors and air movement"
        },
        {
          "letter": "B",
          "text": "Only ceiling color"
        },
        {
          "letter": "C",
          "text": "Only floor covering"
        },
        {
          "letter": "D",
          "text": "Only light fixtures"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "For elevator lobbies, detector placement should consider:"
      }
    ],
    "id": "de463c1e-7712-4063-84df-d6eddca20fc3",
    "created_at": "2025-10-15T12:26:45.282244",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.115701"
  },
  {
    "question": "Class A initiating loops are preferred over Class B when:",
    "answer": "Increased survivability past a single open is desired",
    "definition": "Definition: Class A loops maintain operation beyond a single open by providing a return path.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "121",
      "stem": "Class A initiating loops are preferred over Class B when:",
      "correct": "Increased survivability past a single open is desired",
      "correct_letter": "B",
      "distractors": [
        "Shortest wiring is required",
        "No supervision is needed",
        "Voltage is unknown"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Shortest wiring is required"
        },
        {
          "letter": "B",
          "text": "Increased survivability past a single open is desired"
        },
        {
          "letter": "C",
          "text": "No supervision is needed"
        },
        {
          "letter": "D",
          "text": "Voltage is unknown"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Class A initiating loops are preferred over Class B when:"
      }
    ],
    "id": "cd069599-b027-4147-bcc7-e9429c052f63",
    "created_at": "2025-10-15T12:26:45.282281",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.115722"
  },
  {
    "question": "Class B circuits require what at the end of line?",
    "answer": "An \"EOL\" resistor at the last device",
    "definition": "Definition: The end of line resistor supervises the entire run for opens and grounds.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "122",
      "stem": "Class B circuits require what at the end of line?",
      "correct": "An \"EOL\" resistor at the last device",
      "correct_letter": "C",
      "distractors": [
        "Nothing",
        "A capacitor",
        "A diode"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Nothing"
        },
        {
          "letter": "B",
          "text": "A capacitor"
        },
        {
          "letter": "C",
          "text": "An \"EOL\" resistor at the last device"
        },
        {
          "letter": "D",
          "text": "A diode"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Class B circuits require what at the end of line?"
      }
    ],
    "id": "5d2eca1b-7c91-4cd9-a108-fb2f506e20e2",
    "created_at": "2025-10-15T12:26:45.282315",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.115865"
  },
  {
    "question": "Ground faults should:",
    "answer": "Annunciate and be located for repair",
    "definition": "Definition: Grounds can hide other faults; prompt indication and repair are required.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "123",
      "stem": "Ground faults should:",
      "correct": "Annunciate and be located for repair",
      "correct_letter": "B",
      "distractors": [
        "Be ignored during alarms",
        "Be masked to prevent nuisance",
        "Only be logged in history"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Be ignored during alarms"
        },
        {
          "letter": "B",
          "text": "Annunciate and be located for repair"
        },
        {
          "letter": "C",
          "text": "Be masked to prevent nuisance"
        },
        {
          "letter": "D",
          "text": "Only be logged in history"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Ground faults should:"
      }
    ],
    "id": "42eeb895-da5b-43f8-9800-0a2f0a4c899a",
    "created_at": "2025-10-15T12:26:45.282346",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.115899"
  },
  {
    "question": "\"NAC\" voltage drop increases primarily with:",
    "answer": "Higher current and longer runs",
    "definition": "Definition: Voltage drop equals current times resistance; more load and distance increase drop.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "124",
      "stem": "\"NAC\" voltage drop increases primarily with:",
      "correct": "Higher current and longer runs",
      "correct_letter": "C",
      "distractors": [
        "Shorter wire lengths",
        "Lower current",
        "Better splices"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Shorter wire lengths"
        },
        {
          "letter": "B",
          "text": "Lower current"
        },
        {
          "letter": "C",
          "text": "Higher current and longer runs"
        },
        {
          "letter": "D",
          "text": "Better splices"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "\"NAC\" voltage drop increases primarily with:"
      }
    ],
    "id": "fb4e2ecf-0a32-4211-b3c8-62e0f345df8c",
    "created_at": "2025-10-15T12:26:45.282406",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.115920"
  },
  {
    "question": "To reduce \"NAC\" voltage drop, designers can:",
    "answer": "Up size conductor or shorten runs or add supplies",
    "definition": "Definition: Larger gauge conductors and distributed power reduce resistance and drop.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "125",
      "stem": "To reduce \"NAC\" voltage drop, designers can:",
      "correct": "Up size conductor or shorten runs or add supplies",
      "correct_letter": "B",
      "distractors": [
        "Use smaller wire",
        "Remove the \"EOL\"",
        "Lower battery size"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Use smaller wire"
        },
        {
          "letter": "B",
          "text": "Up size conductor or shorten runs or add supplies"
        },
        {
          "letter": "C",
          "text": "Remove the \"EOL\""
        },
        {
          "letter": "D",
          "text": "Lower battery size"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "To reduce \"NAC\" voltage drop, designers can:"
      }
    ],
    "id": "4b6a0a33-9843-453b-ab6e-684d1c5e75e4",
    "created_at": "2025-10-15T12:26:45.282564",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.115957"
  },
  {
    "question": "Battery sizing typically includes:",
    "answer": "Both standby time and alarm time with connected loads",
    "definition": "Definition: Add quiescent loads for standby and active loads for alarm to meet runtime targets.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "126",
      "stem": "Battery sizing typically includes:",
      "correct": "Both standby time and alarm time with connected loads",
      "correct_letter": "C",
      "distractors": [
        "Standby only",
        "Alarm only",
        "Breaker size"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Standby only"
        },
        {
          "letter": "B",
          "text": "Alarm only"
        },
        {
          "letter": "C",
          "text": "Both standby time and alarm time with connected loads"
        },
        {
          "letter": "D",
          "text": "Breaker size"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Battery sizing typically includes:"
      }
    ],
    "id": "92ebed25-b20b-4029-8936-3047ce997e96",
    "created_at": "2025-10-15T12:26:45.282607",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.116479"
  },
  {
    "question": "Secondary power for non voice systems is commonly:",
    "answer": "24 hours + 5 minutes alarm",
    "definition": "Definition: Non voice systems provide a day of standby and five minutes of alarm operation.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "127",
      "stem": "Secondary power for non voice systems is commonly:",
      "correct": "24 hours + 5 minutes alarm",
      "correct_letter": "B",
      "distractors": [
        "8 hours + 1 minute alarm",
        "24 hours + 15 minutes alarm",
        "12 hours only"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "8 hours + 1 minute alarm"
        },
        {
          "letter": "B",
          "text": "24 hours + 5 minutes alarm"
        },
        {
          "letter": "C",
          "text": "24 hours + 15 minutes alarm"
        },
        {
          "letter": "D",
          "text": "12 hours only"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Secondary power for non voice systems is commonly:"
      }
    ],
    "id": "663893e8-6342-493a-b983-9dc623036565",
    "created_at": "2025-10-15T12:26:45.282651",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.116510"
  },
  {
    "question": "Secondary power for voice systems is commonly:",
    "answer": "24 hours + 15 minutes",
    "definition": "Definition: Voice systems require fifteen minutes of alarm after standby to deliver messages.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "128",
      "stem": "Secondary power for voice systems is commonly:",
      "correct": "24 hours + 15 minutes",
      "correct_letter": "B",
      "distractors": [
        "24 hours + 1 minute",
        "12 hours + 5 minutes",
        "48 hours + 5 minutes"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "24 hours + 1 minute"
        },
        {
          "letter": "B",
          "text": "24 hours + 15 minutes"
        },
        {
          "letter": "C",
          "text": "12 hours + 5 minutes"
        },
        {
          "letter": "D",
          "text": "48 hours + 5 minutes"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Secondary power for voice systems is commonly:"
      }
    ],
    "id": "567f823c-e4c8-4f94-b1dc-58b3becd5495",
    "created_at": "2025-10-15T12:26:45.282678",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.116529"
  },
  {
    "question": "Speaker amplifier capacity should be planned with:",
    "answer": "Some headroom beyond calculated tap totals",
    "definition": "Definition: Headroom prevents clipping and distortion.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "129",
      "stem": "Speaker amplifier capacity should be planned with:",
      "correct": "Some headroom beyond calculated tap totals",
      "correct_letter": "B",
      "distractors": [
        "Zero headroom",
        "Double the taps always",
        "Random taps"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Zero headroom"
        },
        {
          "letter": "B",
          "text": "Some headroom beyond calculated tap totals"
        },
        {
          "letter": "C",
          "text": "Double the taps always"
        },
        {
          "letter": "D",
          "text": "Random taps"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Speaker amplifier capacity should be planned with:"
      }
    ],
    "id": "f91c69f9-bef5-49b2-a772-339317e38b6a",
    "created_at": "2025-10-15T12:26:45.282703",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.116547"
  },
  {
    "question": "Addressable \"SLC\" loops often include isolators to:",
    "answer": "Segment short circuits so the rest of loop remains operational",
    "definition": "Definition: Isolators localize faults and improve survivability.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "130",
      "stem": "Addressable \"SLC\" loops often include isolators to:",
      "correct": "Segment short circuits so the rest of loop remains operational",
      "correct_letter": "B",
      "distractors": [
        "Increase loop voltage",
        "Reduce supervision",
        "Add candela"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Increase loop voltage"
        },
        {
          "letter": "B",
          "text": "Segment short circuits so the rest of loop remains operational"
        },
        {
          "letter": "C",
          "text": "Reduce supervision"
        },
        {
          "letter": "D",
          "text": "Add candela"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Addressable \"SLC\" loops often include isolators to:"
      }
    ],
    "id": "9fab3b11-cb72-4244-b68b-a0756a5cb925",
    "created_at": "2025-10-15T12:26:45.282727",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.116564"
  },
  {
    "question": "Which cable type is plenum rated for fire alarm?",
    "answer": "FPLP",
    "definition": "Definition: FPLP is listed for use in environmental air plenums per \"NEC\" 760.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "131",
      "stem": "Which cable type is plenum rated for fire alarm?",
      "correct": "FPLP",
      "correct_letter": "C",
      "distractors": [
        "FPL",
        "FPLR",
        "CL 2"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "FPL"
        },
        {
          "letter": "B",
          "text": "FPLR"
        },
        {
          "letter": "C",
          "text": "FPLP"
        },
        {
          "letter": "D",
          "text": "CL 2"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Which cable type is plenum rated for fire alarm?"
      }
    ],
    "id": "93250d1a-190d-4803-b8ee-4bf3b80a1ca7",
    "created_at": "2025-10-15T12:26:45.282752",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.116764"
  },
  {
    "question": "Mixing power limited and non power limited conductors requires:",
    "answer": "Separation or listed barriers per code and equipment listing",
    "definition": "Definition: Maintain separation to avoid high voltage damaging low voltage insulation.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "132",
      "stem": "Mixing power limited and non power limited conductors requires:",
      "correct": "Separation or listed barriers per code and equipment listing",
      "correct_letter": "B",
      "distractors": [
        "No separation",
        "Tape labels only",
        "Twist them together"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "No separation"
        },
        {
          "letter": "B",
          "text": "Separation or listed barriers per code and equipment listing"
        },
        {
          "letter": "C",
          "text": "Tape labels only"
        },
        {
          "letter": "D",
          "text": "Twist them together"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Mixing power limited and non power limited conductors requires:"
      }
    ],
    "id": "b7235d28-d451-4418-9b3a-e5fe8e63153f",
    "created_at": "2025-10-15T12:26:45.282779",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.116796"
  },
  {
    "question": "The fire alarm control unit branch circuit should be:",
    "answer": "Dedicated and identified, with disconnect lockable in the ON position",
    "definition": "Definition: Dedicated, identified power reduces accidental shutoff and keeps the system available.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "133",
      "stem": "The fire alarm control unit branch circuit should be:",
      "correct": "Dedicated and identified, with disconnect lockable in the ON position",
      "correct_letter": "B",
      "distractors": [
        "Shared with lighting",
        "On any available breaker",
        "On \"GFCI\" by default"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Shared with lighting"
        },
        {
          "letter": "B",
          "text": "Dedicated and identified, with disconnect lockable in the ON position"
        },
        {
          "letter": "C",
          "text": "On any available breaker"
        },
        {
          "letter": "D",
          "text": "On \"GFCI\" by default"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "The fire alarm control unit branch circuit should be:"
      }
    ],
    "id": "2ecacecf-1abb-4ca8-a302-d7ca71b5f846",
    "created_at": "2025-10-15T12:26:45.282805",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.116815"
  },
  {
    "question": "Trouble signals should annunciate within approximately:",
    "answer": "200 seconds",
    "definition": "Definition: Indicating troubles in a timely manner helps maintain system reliability.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "134",
      "stem": "Trouble signals should annunciate within approximately:",
      "correct": "200 seconds",
      "correct_letter": "C",
      "distractors": [
        "10 seconds",
        "60 seconds",
        "20 minutes"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "10 seconds"
        },
        {
          "letter": "B",
          "text": "60 seconds"
        },
        {
          "letter": "C",
          "text": "200 seconds"
        },
        {
          "letter": "D",
          "text": "20 minutes"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Trouble signals should annunciate within approximately:"
      }
    ],
    "id": "607ee1b5-0ec0-4ccb-a7c1-72984bfb8a71",
    "created_at": "2025-10-15T12:26:45.282957",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.116851"
  },
  {
    "question": "For Class N pathways, designers should provide:",
    "answer": "Monitored network segments with power diversity",
    "definition": "Definition: Class N covers supervised Ethernet transport; monitor links and provide backup power.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "135",
      "stem": "For Class N pathways, designers should provide:",
      "correct": "Monitored network segments with power diversity",
      "correct_letter": "B",
      "distractors": [
        "Unmanaged consumer switches",
        "No supervision",
        "Wi Fi only"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Unmanaged consumer switches"
        },
        {
          "letter": "B",
          "text": "Monitored network segments with power diversity"
        },
        {
          "letter": "C",
          "text": "No supervision"
        },
        {
          "letter": "D",
          "text": "Wi Fi only"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "For Class N pathways, designers should provide:"
      }
    ],
    "id": "e7def2ba-b130-41ed-9aef-5d7506c34942",
    "created_at": "2025-10-15T12:26:45.282995",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.116870"
  },
  {
    "question": "A distribution power supply used for strobes must be:",
    "answer": "Listed for fire alarm and supervised for fault conditions",
    "definition": "Definition: Use listed, supervised supplies so failures report to the system.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "136",
      "stem": "A distribution power supply used for strobes must be:",
      "correct": "Listed for fire alarm and supervised for fault conditions",
      "correct_letter": "B",
      "distractors": [
        "Any \"DC\" supply",
        "Unlisted but fused",
        "Powered from receptacle only"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Any \"DC\" supply"
        },
        {
          "letter": "B",
          "text": "Listed for fire alarm and supervised for fault conditions"
        },
        {
          "letter": "C",
          "text": "Unlisted but fused"
        },
        {
          "letter": "D",
          "text": "Powered from receptacle only"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "A distribution power supply used for strobes must be:"
      }
    ],
    "id": "1af763a4-f4a9-4822-bdd8-990c1b18140d",
    "created_at": "2025-10-15T12:26:45.283028",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.116887"
  },
  {
    "question": "Calculated \"NAC\" end of line voltage must be:",
    "answer": "Within the appliance’s listed operating range under worst case",
    "definition": "Definition: End devices must still receive adequate voltage to meet performance and sync.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "137",
      "stem": "Calculated \"NAC\" end of line voltage must be:",
      "correct": "Within the appliance’s listed operating range under worst case",
      "correct_letter": "B",
      "distractors": [
        "Equal to panel voltage",
        "Half panel voltage",
        "Unimportant"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Equal to panel voltage"
        },
        {
          "letter": "B",
          "text": "Within the appliance’s listed operating range under worst case"
        },
        {
          "letter": "C",
          "text": "Half panel voltage"
        },
        {
          "letter": "D",
          "text": "Unimportant"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Calculated \"NAC\" end of line voltage must be:"
      }
    ],
    "id": "971e7898-350c-4203-9161-46b3279d758a",
    "created_at": "2025-10-15T12:26:45.283064",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.116905"
  },
  {
    "question": "Battery strings should be replaced:",
    "answer": "With matched, listed type and capacity, and recorded install date",
    "definition": "Definition: Matched, listed batteries ensure proper charging and runtime.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "138",
      "stem": "Battery strings should be replaced:",
      "correct": "With matched, listed type and capacity, and recorded install date",
      "correct_letter": "B",
      "distractors": [
        "With mixed ages and Ah ratings",
        "Only when dead",
        "With car batteries"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "With mixed ages and Ah ratings"
        },
        {
          "letter": "B",
          "text": "With matched, listed type and capacity, and recorded install date"
        },
        {
          "letter": "C",
          "text": "Only when dead"
        },
        {
          "letter": "D",
          "text": "With car batteries"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Battery strings should be replaced:"
      }
    ],
    "id": "e9f1c5b8-2238-4cab-a982-027a7c764715",
    "created_at": "2025-10-15T12:26:45.283100",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.116922"
  },
  {
    "question": "A common cause of false voltage drop failures in practice is:",
    "answer": "Loose terminations and excessive series resistance",
    "definition": "Definition: High resistance at poor connections increases voltage loss at devices.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "139",
      "stem": "A common cause of false voltage drop failures in practice is:",
      "correct": "Loose terminations and excessive series resistance",
      "correct_letter": "B",
      "distractors": [
        "Using larger gauge wire",
        "Short runs",
        "New batteries"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Using larger gauge wire"
        },
        {
          "letter": "B",
          "text": "Loose terminations and excessive series resistance"
        },
        {
          "letter": "C",
          "text": "Short runs"
        },
        {
          "letter": "D",
          "text": "New batteries"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "A common cause of false voltage drop failures in practice is:"
      }
    ],
    "id": "36176fc0-8143-4f61-bc80-61133df98f17",
    "created_at": "2025-10-15T12:26:45.283136",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.116939"
  },
  {
    "question": "Documentation for power calculations should include:",
    "answer": "Device counts, taps, wire sizes, run lengths, and math steps",
    "definition": "Definition: Clear documentation supports review, acceptance, and future service.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "140",
      "stem": "Documentation for power calculations should include:",
      "correct": "Device counts, taps, wire sizes, run lengths, and math steps",
      "correct_letter": "B",
      "distractors": [
        "Just a total Ah number",
        "A photo of panel",
        "Only the panel data sheet"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Just a total Ah number"
        },
        {
          "letter": "B",
          "text": "Device counts, taps, wire sizes, run lengths, and math steps"
        },
        {
          "letter": "C",
          "text": "A photo of panel"
        },
        {
          "letter": "D",
          "text": "Only the panel data sheet"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Documentation for power calculations should include:"
      }
    ],
    "id": "70fd89d9-ef4c-41cb-b82a-9bba02799369",
    "created_at": "2025-10-15T12:26:45.283170",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.117058"
  },
  {
    "question": "A supervising station is a facility that:",
    "answer": "Receives and processes signals from protected premises and initiates response",
    "definition": "Definition: The supervising station monitors alarm, supervisory, and trouble signals and dispatches per the service agreement.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "141",
      "stem": "A supervising station is a facility that:",
      "correct": "Receives and processes signals from protected premises and initiates response",
      "correct_letter": "B",
      "distractors": [
        "Stores spare parts",
        "Only prints test reports",
        "Controls elevators directly"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Stores spare parts"
        },
        {
          "letter": "B",
          "text": "Receives and processes signals from protected premises and initiates response"
        },
        {
          "letter": "C",
          "text": "Only prints test reports"
        },
        {
          "letter": "D",
          "text": "Controls elevators directly"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "A supervising station is a facility that:"
      }
    ],
    "id": "82e65a07-c31e-49c8-892e-bfca1fca7f8a",
    "created_at": "2025-10-15T12:26:45.283202",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.117088"
  },
  {
    "question": "Which transmission approach improves availability?",
    "answer": "Dual diverse paths or an enhanced supervised single path",
    "definition": "Definition: Redundant or enhanced supervised paths reduce the chance that a single failure blocks reporting.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "142",
      "stem": "Which transmission approach improves availability?",
      "correct": "Dual diverse paths or an enhanced supervised single path",
      "correct_letter": "B",
      "distractors": [
        "Single unsupervised path",
        "Store and forward only",
        "Unlisted radio"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Single unsupervised path"
        },
        {
          "letter": "B",
          "text": "Dual diverse paths or an enhanced supervised single path"
        },
        {
          "letter": "C",
          "text": "Store and forward only"
        },
        {
          "letter": "D",
          "text": "Unlisted radio"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Which transmission approach improves availability?"
      }
    ],
    "id": "04266bdc-42f0-4b75-bda9-04fa0da4cb84",
    "created_at": "2025-10-15T12:26:45.283273",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.117107"
  },
  {
    "question": "Upon receipt of an alarm, the supervising station should:",
    "answer": "Retransmit or dispatch promptly per code limits",
    "definition": "Definition: Prompt handling ensures timely emergency response.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "143",
      "stem": "Upon receipt of an alarm, the supervising station should:",
      "correct": "Retransmit or dispatch promptly per code limits",
      "correct_letter": "B",
      "distractors": [
        "Wait indefinitely",
        "Silence it",
        "Email monthly"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Wait indefinitely"
        },
        {
          "letter": "B",
          "text": "Retransmit or dispatch promptly per code limits"
        },
        {
          "letter": "C",
          "text": "Silence it"
        },
        {
          "letter": "D",
          "text": "Email monthly"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Upon receipt of an alarm, the supervising station should:"
      }
    ],
    "id": "7f1671b5-2ec0-42fa-a6de-4d5022154ae6",
    "created_at": "2025-10-15T12:26:45.283577",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.117141"
  },
  {
    "question": "Central station service typically includes:",
    "answer": "Installation, maintenance, testing, and monitoring as a listed service",
    "definition": "Definition: Central station service is a listed, comprehensive offering covering the system life cycle.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "144",
      "stem": "Central station service typically includes:",
      "correct": "Installation, maintenance, testing, and monitoring as a listed service",
      "correct_letter": "B",
      "distractors": [
        "Only receiving alarms",
        "Only selling panels",
        "Only inspections"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Only receiving alarms"
        },
        {
          "letter": "B",
          "text": "Installation, maintenance, testing, and monitoring as a listed service"
        },
        {
          "letter": "C",
          "text": "Only selling panels"
        },
        {
          "letter": "D",
          "text": "Only inspections"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Central station service typically includes:"
      }
    ],
    "id": "ecb7e99b-3718-4649-abd6-512c20efc44c",
    "created_at": "2025-10-15T12:26:45.283614",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.117159"
  },
  {
    "question": "Remote station service primarily means:",
    "answer": "Signals go directly to a public fire service communications center",
    "definition": "Definition: Remote station transmits signals to public safety communications centers.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "145",
      "stem": "Remote station service primarily means:",
      "correct": "Signals go directly to a public fire service communications center",
      "correct_letter": "B",
      "distractors": [
        "On site guards only",
        "No monitoring",
        "Only local bells"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "On site guards only"
        },
        {
          "letter": "B",
          "text": "Signals go directly to a public fire service communications center"
        },
        {
          "letter": "C",
          "text": "No monitoring"
        },
        {
          "letter": "D",
          "text": "Only local bells"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Remote station service primarily means:"
      }
    ],
    "id": "f2ee2930-799f-49d5-8d85-08fc7d03811e",
    "created_at": "2025-10-15T12:26:45.283660",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.117177"
  },
  {
    "question": "Which condition is supervisory, not alarm?",
    "answer": "Closed sprinkler control valve",
    "definition": "Definition: Valve off normal is supervisory; it signals an impairment to be corrected.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "146",
      "stem": "Which condition is supervisory, not alarm?",
      "correct": "Closed sprinkler control valve",
      "correct_letter": "C",
      "distractors": [
        "Smoke detector activation",
        "Manual pull station operation",
        "Waterflow switch activation"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Smoke detector activation"
        },
        {
          "letter": "B",
          "text": "Manual pull station operation"
        },
        {
          "letter": "C",
          "text": "Closed sprinkler control valve"
        },
        {
          "letter": "D",
          "text": "Waterflow switch activation"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Which condition is supervisory, not alarm?"
      }
    ],
    "id": "f44b8164-8210-4dbe-b14b-c4630702c813",
    "created_at": "2025-10-15T12:26:45.283688",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.117193"
  },
  {
    "question": "Door holders should:",
    "answer": "Release upon alarm or power loss fail safe",
    "definition": "Definition: Fail safe release maintains smoke compartmentation during events and outages.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "147",
      "stem": "Door holders should:",
      "correct": "Release upon alarm or power loss fail safe",
      "correct_letter": "B",
      "distractors": [
        "Hold doors during alarm",
        "Close only on trouble",
        "Stay open if monitoring fails"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Hold doors during alarm"
        },
        {
          "letter": "B",
          "text": "Release upon alarm or power loss fail safe"
        },
        {
          "letter": "C",
          "text": "Close only on trouble"
        },
        {
          "letter": "D",
          "text": "Stay open if monitoring fails"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Door holders should:"
      }
    ],
    "id": "219b0cbf-fa22-425e-80e3-71780d89b158",
    "created_at": "2025-10-15T12:26:45.283712",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.117210"
  },
  {
    "question": "Stair pressurization fans in smoke control should:",
    "answer": "Operate per the approved smoke control sequence on alarm",
    "definition": "Definition: Smoke control functions follow a documented sequence to manage smoke movement.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "148",
      "stem": "Stair pressurization fans in smoke control should:",
      "correct": "Operate per the approved smoke control sequence on alarm",
      "correct_letter": "B",
      "distractors": [
        "Run randomly",
        "Be manually operated only",
        "Never start automatically"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Run randomly"
        },
        {
          "letter": "B",
          "text": "Operate per the approved smoke control sequence on alarm"
        },
        {
          "letter": "C",
          "text": "Be manually operated only"
        },
        {
          "letter": "D",
          "text": "Never start automatically"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Stair pressurization fans in smoke control should:"
      }
    ],
    "id": "2b2e27d8-805e-4ce3-ad17-23c2d373d643",
    "created_at": "2025-10-15T12:26:45.283737",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.117337"
  },
  {
    "question": "Elevator recall requires annunciation of recall status at:",
    "answer": "At the \"FACU\" or annunciator per design",
    "definition": "Definition: Operators and responders need clear indication of recall status as part of the sequence.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "149",
      "stem": "Elevator recall requires annunciation of recall status at:",
      "correct": "At the \"FACU\" or annunciator per design",
      "correct_letter": "C",
      "distractors": [
        "Nowhere",
        "Only at the elevator machine room",
        "Only at the lobby"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Nowhere"
        },
        {
          "letter": "B",
          "text": "Only at the elevator machine room"
        },
        {
          "letter": "C",
          "text": "At the \"FACU\" or annunciator per design"
        },
        {
          "letter": "D",
          "text": "Only at the lobby"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Elevator recall requires annunciation of recall status at:"
      }
    ],
    "id": "f02d1a3b-8513-4503-b335-4db3011c50f2",
    "created_at": "2025-10-15T12:26:45.283762",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.117367"
  },
  {
    "question": "Releasing service (clean agent) typically uses what logic?",
    "answer": "Two detector agreement or cross zone inputs per design",
    "definition": "Definition: Two independent events help prevent unintended discharge.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "150",
      "stem": "Releasing service (clean agent) typically uses what logic?",
      "correct": "Two detector agreement or cross zone inputs per design",
      "correct_letter": "B",
      "distractors": [
        "Single detector",
        "Only manual station",
        "Waterflow only"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Single detector"
        },
        {
          "letter": "B",
          "text": "Two detector agreement or cross zone inputs per design"
        },
        {
          "letter": "C",
          "text": "Only manual station"
        },
        {
          "letter": "D",
          "text": "Waterflow only"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Releasing service (clean agent) typically uses what logic?"
      }
    ],
    "id": "262c7b36-6ee9-4433-86a9-7c87c290c029",
    "created_at": "2025-10-15T12:26:45.283788",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.117386"
  },
  {
    "question": "Kitchen hood extinguishing discharge should cause:",
    "answer": "General fire alarm and shutdown of fuel and fans per sequence",
    "definition": "Definition: Discharge is treated as a fire event, plus programmed control actions for safety.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "151",
      "stem": "Kitchen hood extinguishing discharge should cause:",
      "correct": "General fire alarm and shutdown of fuel and fans per sequence",
      "correct_letter": "B",
      "distractors": [
        "Only a local bell",
        "Only supervisory",
        "Alarm silence"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Only a local bell"
        },
        {
          "letter": "B",
          "text": "General fire alarm and shutdown of fuel and fans per sequence"
        },
        {
          "letter": "C",
          "text": "Only supervisory"
        },
        {
          "letter": "D",
          "text": "Alarm silence"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Kitchen hood extinguishing discharge should cause:"
      }
    ],
    "id": "e36438a8-9db1-43fe-adca-4a21d7615455",
    "created_at": "2025-10-15T12:26:45.283813",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.117421"
  },
  {
    "question": "Smoke control system status should be documented in:",
    "answer": "A written sequence and matrix",
    "definition": "Definition: Inputs, outputs, priorities, and fail safe states belong in a sequence matrix for testing and operations.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "152",
      "stem": "Smoke control system status should be documented in:",
      "correct": "A written sequence and matrix",
      "correct_letter": "A",
      "distractors": [
        "Only the drawings",
        "Only the panel label",
        "A phone call log"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "A written sequence and matrix"
        },
        {
          "letter": "B",
          "text": "Only the drawings"
        },
        {
          "letter": "C",
          "text": "Only the panel label"
        },
        {
          "letter": "D",
          "text": "A phone call log"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Smoke control system status should be documented in:"
      }
    ],
    "id": "6f4d7d6b-883f-4933-8f8b-ccf642eb4d61",
    "created_at": "2025-10-15T12:26:45.283956",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.117439"
  },
  {
    "question": "Mass notification messages that are non emergency should:",
    "answer": "Yield immediately to fire alarm events",
    "definition": "Definition: Fire alarm signaling takes precedence over non emergency announcements.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "153",
      "stem": "Mass notification messages that are non emergency should:",
      "correct": "Yield immediately to fire alarm events",
      "correct_letter": "C",
      "distractors": [
        "Override fire alarms",
        "Never play",
        "Use the same tones"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Override fire alarms"
        },
        {
          "letter": "B",
          "text": "Never play"
        },
        {
          "letter": "C",
          "text": "Yield immediately to fire alarm events"
        },
        {
          "letter": "D",
          "text": "Use the same tones"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Mass notification messages that are non emergency should:"
      }
    ],
    "id": "99c49802-fa32-41ea-9be0-4178c62071de",
    "created_at": "2025-10-15T12:26:45.283998",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.117458"
  },
  {
    "question": "Elevator shunt trip when used should be activated by:",
    "answer": "Heat detection where specified by the design and code",
    "definition": "Definition: Heat at designated locations triggers shunt; follow the approved engineered sequence.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "154",
      "stem": "Elevator shunt trip when used should be activated by:",
      "correct": "Heat detection where specified by the design and code",
      "correct_letter": "B",
      "distractors": [
        "Smoke anywhere",
        "Manual pulls only",
        "Waterflow"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Smoke anywhere"
        },
        {
          "letter": "B",
          "text": "Heat detection where specified by the design and code"
        },
        {
          "letter": "C",
          "text": "Manual pulls only"
        },
        {
          "letter": "D",
          "text": "Waterflow"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Elevator shunt trip when used should be activated by:"
      }
    ],
    "id": "1cfaba54-7e3c-4001-a908-cc5b567c50cf",
    "created_at": "2025-10-15T12:26:45.284033",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.117474"
  },
  {
    "question": "A common survivability method for speaker circuits is:",
    "answer": "Class A routing or 2 hour rated pathways as required",
    "definition": "Definition: Provide Class A or enhanced pathway survivability to maintain messaging during a fault.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "155",
      "stem": "A common survivability method for speaker circuits is:",
      "correct": "Class A routing or 2 hour rated pathways as required",
      "correct_letter": "B",
      "distractors": [
        "Class B only",
        "No supervision",
        "Low voltage only"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Class B only"
        },
        {
          "letter": "B",
          "text": "Class A routing or 2 hour rated pathways as required"
        },
        {
          "letter": "C",
          "text": "No supervision"
        },
        {
          "letter": "D",
          "text": "Low voltage only"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "A common survivability method for speaker circuits is:"
      }
    ],
    "id": "c2993125-935c-4c8d-90fa-9e62b523cfbe",
    "created_at": "2025-10-15T12:26:45.284066",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.117507"
  },
  {
    "question": "Sprinkler waterflow switch signals are:",
    "answer": "Alarm",
    "definition": "Definition: Flow means water is moving; annunciate as alarm.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "156",
      "stem": "Sprinkler waterflow switch signals are:",
      "correct": "Alarm",
      "correct_letter": "B",
      "distractors": [
        "Supervisory",
        "Trouble",
        "Ignored"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Supervisory"
        },
        {
          "letter": "B",
          "text": "Alarm"
        },
        {
          "letter": "C",
          "text": "Trouble"
        },
        {
          "letter": "D",
          "text": "Ignored"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Sprinkler waterflow switch signals are:"
      }
    ],
    "id": "9bc43f0b-b53a-4807-ac83-8f24aa72b0cf",
    "created_at": "2025-10-15T12:26:45.284098",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.120806"
  },
  {
    "question": "Fire pump running status typically reports as:",
    "answer": "Supervisory",
    "definition": "Definition: Running status and power loss are supervisory conditions conveying off normal states.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "157",
      "stem": "Fire pump running status typically reports as:",
      "correct": "Supervisory",
      "correct_letter": "C",
      "distractors": [
        "Alarm",
        "Trouble",
        "No signal"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Alarm"
        },
        {
          "letter": "B",
          "text": "Trouble"
        },
        {
          "letter": "C",
          "text": "Supervisory"
        },
        {
          "letter": "D",
          "text": "No signal"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Fire pump running status typically reports as:"
      }
    ],
    "id": "3a1a93d1-9611-4536-a977-b021672d7824",
    "created_at": "2025-10-15T12:26:45.284131",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.120858"
  },
  {
    "question": "Gas suppression pre discharge warning should:",
    "answer": "Include audible and visual notification per the design",
    "definition": "Definition: Provide pre discharge warnings to clear the area before agent release.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "158",
      "stem": "Gas suppression pre discharge warning should:",
      "correct": "Include audible and visual notification per the design",
      "correct_letter": "B",
      "distractors": [
        "Be visual only",
        "Be omitted",
        "Use random tones"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Be visual only"
        },
        {
          "letter": "B",
          "text": "Include audible and visual notification per the design"
        },
        {
          "letter": "C",
          "text": "Be omitted"
        },
        {
          "letter": "D",
          "text": "Use random tones"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Gas suppression pre discharge warning should:"
      }
    ],
    "id": "ac8dcefa-b745-4e51-9b79-4bed119bac90",
    "created_at": "2025-10-15T12:26:45.284161",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.120884"
  },
  {
    "question": "Door unlocking for egress (electromagnetically locked doors) upon fire alarm should:",
    "answer": "Unlock per the egress and life safety plan",
    "definition": "Definition: Fire alarm interfaces with access control to maintain egress routes.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "159",
      "stem": "Door unlocking for egress (electromagnetically locked doors) upon fire alarm should:",
      "correct": "Unlock per the egress and life safety plan",
      "correct_letter": "B",
      "distractors": [
        "Stay locked",
        "Unlock only on trouble",
        "Unlock after reset"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Stay locked"
        },
        {
          "letter": "B",
          "text": "Unlock per the egress and life safety plan"
        },
        {
          "letter": "C",
          "text": "Unlock only on trouble"
        },
        {
          "letter": "D",
          "text": "Unlock after reset"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Door unlocking for egress (electromagnetically locked doors) upon fire alarm should:"
      }
    ],
    "id": "f88eb41c-f728-4702-8465-17f8a49e4742",
    "created_at": "2025-10-15T12:26:45.284195",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.120907"
  },
  {
    "question": "Post test, technicians should always:",
    "answer": "Restore all systems to normal and notify all stakeholders",
    "definition": "Definition: Restoration includes clearing bypasses, re enabling circuits, and notifying the owner and supervising station. Texas Fire Alarm Technician - 400Q Master (Part 3: Questions 161-240) Aligned to: \"NFPA\" 72 (2022), \"NEC\" 70 (2020) Article 760, \"IBC\" (2021) Section 907, and \"NFPA\" 101 (2021). Audio friendly flow: Question, Options A-D, “Pause”, Answer, then a tuned Definition. Pro tip: Map the word “Pause” to a 4-6 second delay. Set voice rate to about 1.05-1.15×.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "160",
      "stem": "Post test, technicians should always:",
      "correct": "Restore all systems to normal and notify all stakeholders",
      "correct_letter": "B",
      "distractors": [
        "Leave silence on",
        "Leave devices disabled",
        "Only reset the panel"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Leave silence on"
        },
        {
          "letter": "B",
          "text": "Restore all systems to normal and notify all stakeholders"
        },
        {
          "letter": "C",
          "text": "Leave devices disabled"
        },
        {
          "letter": "D",
          "text": "Only reset the panel"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Post test, technicians should always:"
      }
    ],
    "id": "61ff668c-512e-417f-b0c7-da5169f8f82a",
    "created_at": "2025-10-15T12:26:45.284229",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.120929"
  },
  {
    "question": "Doubling the run length on a notification circuit does what to voltage drop (all else equal)?",
    "answer": "Doubles it",
    "definition": "Definition: Voltage drop is proportional to total conductor length; double the length roughly doubles the drop.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "161",
      "stem": "Doubling the run length on a notification circuit does what to voltage drop (all else equal)?",
      "correct": "Doubles it",
      "correct_letter": "B",
      "distractors": [
        "Halves it",
        "No change",
        "Reduces by 25 percent"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Halves it"
        },
        {
          "letter": "B",
          "text": "Doubles it"
        },
        {
          "letter": "C",
          "text": "No change"
        },
        {
          "letter": "D",
          "text": "Reduces by 25 percent"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Doubling the run length on a notification circuit does what to voltage drop (all else equal)?"
      }
    ],
    "id": "a966edd6-254f-485a-92b9-1a5e82f7c8b8",
    "created_at": "2025-10-15T12:26:45.284411",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.120952"
  },
  {
    "question": "Upsizing wire from 18 \"AWG\" to 14 \"AWG\" generally:",
    "answer": "Decreases resistance per foot",
    "definition": "Definition: Larger conductors have less resistance, reducing voltage drop at end devices.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "162",
      "stem": "Upsizing wire from 18 \"AWG\" to 14 \"AWG\" generally:",
      "correct": "Decreases resistance per foot",
      "correct_letter": "B",
      "distractors": [
        "Increases resistance per foot",
        "Has no effect",
        "Increases voltage drop"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Increases resistance per foot"
        },
        {
          "letter": "B",
          "text": "Decreases resistance per foot"
        },
        {
          "letter": "C",
          "text": "Has no effect"
        },
        {
          "letter": "D",
          "text": "Increases voltage drop"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Upsizing wire from 18 \"AWG\" to 14 \"AWG\" generally:"
      }
    ],
    "id": "da9162ce-5597-446a-9bfe-e842541778b7",
    "created_at": "2025-10-15T12:26:45.284457",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.120973"
  },
  {
    "question": "Adding more horns to a single \"NAC\" primarily affects:",
    "answer": "Current draw goes up and voltage drop increases",
    "definition": "Definition: More devices increase current; higher current across the same resistance yields more drop.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "163",
      "stem": "Adding more horns to a single \"NAC\" primarily affects:",
      "correct": "Current draw goes up and voltage drop increases",
      "correct_letter": "A",
      "distractors": [
        "Voltage rises",
        "Resistance falls to zero",
        "Supervision improves"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Current draw goes up and voltage drop increases"
        },
        {
          "letter": "B",
          "text": "Voltage rises"
        },
        {
          "letter": "C",
          "text": "Resistance falls to zero"
        },
        {
          "letter": "D",
          "text": "Supervision improves"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Adding more horns to a single \"NAC\" primarily affects:"
      }
    ],
    "id": "ab8051ba-769a-4b68-9ddd-80a14d1129d4",
    "created_at": "2025-10-15T12:26:45.284489",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.120994"
  },
  {
    "question": "Two equal sound sources each measured at 78 \"dBA\" combine to approximately:",
    "answer": "81 \"dBA\"",
    "definition": "Definition: Two equal sources add about three dB at the same measurement location.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "164",
      "stem": "Two equal sound sources each measured at 78 \"dBA\" combine to approximately:",
      "correct": "81 \"dBA\"",
      "correct_letter": "B",
      "distractors": [
        "78 \"dBA\"",
        "84 \"dBA\"",
        "90 \"dBA\""
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "78 \"dBA\""
        },
        {
          "letter": "B",
          "text": "81 \"dBA\""
        },
        {
          "letter": "C",
          "text": "84 \"dBA\""
        },
        {
          "letter": "D",
          "text": "90 \"dBA\""
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Two equal sound sources each measured at 78 \"dBA\" combine to approximately:"
      }
    ],
    "id": "454fb1f1-f9a4-4907-a036-8fdf8d7cc28d",
    "created_at": "2025-10-15T12:26:45.284517",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.123547"
  },
  {
    "question": "Doubling distance from a point source ideally changes the level by:",
    "answer": "−6 dB",
    "definition": "Definition: In free field, level drops roughly six dB for each doubling of distance.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "165",
      "stem": "Doubling distance from a point source ideally changes the level by:",
      "correct": "−6 dB",
      "correct_letter": "C",
      "distractors": [
        "+3 dB",
        "0 dB",
        "−12 dB"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "+3 dB"
        },
        {
          "letter": "B",
          "text": "0 dB"
        },
        {
          "letter": "C",
          "text": "−6 dB"
        },
        {
          "letter": "D",
          "text": "−12 dB"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Doubling distance from a point source ideally changes the level by:"
      }
    ],
    "id": "127966da-3a32-4159-b905-7ff508544ca3",
    "created_at": "2025-10-15T12:26:45.284541",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.123590"
  },
  {
    "question": "Battery sizing must include:",
    "answer": "Both standby and alarm durations for all connected loads",
    "definition": "Definition: Sum standby (quiescent) currents for the standby time and alarm currents for the alarm time.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "166",
      "stem": "Battery sizing must include:",
      "correct": "Both standby and alarm durations for all connected loads",
      "correct_letter": "C",
      "distractors": [
        "Standby only",
        "Alarm only",
        "Breaker rating only"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Standby only"
        },
        {
          "letter": "B",
          "text": "Alarm only"
        },
        {
          "letter": "C",
          "text": "Both standby and alarm durations for all connected loads"
        },
        {
          "letter": "D",
          "text": "Breaker rating only"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Battery sizing must include:"
      }
    ],
    "id": "40e86131-3ba6-43b4-bdda-95c2e67bfa57",
    "created_at": "2025-10-15T12:26:45.284566",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.123618"
  },
  {
    "question": "Speaker tap totals for a 50 watt amplifier should be planned at:",
    "answer": "Slightly under with headroom",
    "definition": "Definition: Leave headroom to prevent clipping and maintain intelligibility.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "167",
      "stem": "Speaker tap totals for a 50 watt amplifier should be planned at:",
      "correct": "Slightly under with headroom",
      "correct_letter": "B",
      "distractors": [
        "Exactly 50 watts",
        "Way over 50 watts",
        "Irrelevant to intelligibility"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Exactly 50 watts"
        },
        {
          "letter": "B",
          "text": "Slightly under with headroom"
        },
        {
          "letter": "C",
          "text": "Way over 50 watts"
        },
        {
          "letter": "D",
          "text": "Irrelevant to intelligibility"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Speaker tap totals for a 50 watt amplifier should be planned at:"
      }
    ],
    "id": "0c3b1cc7-8e53-4b8d-ab9d-d305ffe96690",
    "created_at": "2025-10-15T12:26:45.284591",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.123655"
  },
  {
    "question": "If an \"EOL\" is mistakenly placed in the panel on a Class B initiating circuit, supervision of what portion is lost?",
    "answer": "The field wiring beyond the panel",
    "definition": "Definition: \"EOL\" must be at the last device to supervise the entire path for opens/grounds.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "168",
      "stem": "If an \"EOL\" is mistakenly placed in the panel on a Class B initiating circuit, supervision of what portion is lost?",
      "correct": "The field wiring beyond the panel",
      "correct_letter": "C",
      "distractors": [
        "Entire run is supervised",
        "Only the first device",
        "Nothing changes"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Entire run is supervised"
        },
        {
          "letter": "B",
          "text": "Only the first device"
        },
        {
          "letter": "C",
          "text": "The field wiring beyond the panel"
        },
        {
          "letter": "D",
          "text": "Nothing changes"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "If an \"EOL\" is mistakenly placed in the panel on a Class B initiating circuit, supervision of what p"
      }
    ],
    "id": "6ad09181-4c18-4266-9ae0-fbb4330a24c3",
    "created_at": "2025-10-15T12:26:45.285698",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.123679"
  },
  {
    "question": "A single open on a Class A \"SLC\" will:",
    "answer": "Still allow communication past the break via the return path",
    "definition": "Definition: Class A provides an alternate path; a single open should not isolate downstream devices.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "169",
      "stem": "A single open on a Class A \"SLC\" will:",
      "correct": "Still allow communication past the break via the return path",
      "correct_letter": "C",
      "distractors": [
        "Disable the entire loop",
        "Isolate only devices closest to the panel",
        "Cause a general alarm"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Disable the entire loop"
        },
        {
          "letter": "B",
          "text": "Isolate only devices closest to the panel"
        },
        {
          "letter": "C",
          "text": "Still allow communication past the break via the return path"
        },
        {
          "letter": "D",
          "text": "Cause a general alarm"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "A single open on a Class A \"SLC\" will:"
      }
    ],
    "id": "333178e0-10dc-431d-90f8-5e4b195c6991",
    "created_at": "2025-10-15T12:26:45.285742",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.123704"
  },
  {
    "question": "A 24 \"VDC\" \"NAC\" at 3.0 amps on long 18 \"AWG\" runs likely risks:",
    "answer": "Low candela at the end devices",
    "definition": "Definition: High current and small gauge increase drop; end devices can dim or mis sync.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "170",
      "stem": "A 24 \"VDC\" \"NAC\" at 3.0 amps on long 18 \"AWG\" runs likely risks:",
      "correct": "Low candela at the end devices",
      "correct_letter": "A",
      "distractors": [
        "Overvoltage at strobes",
        "No voltage drop",
        "Higher than listed current on the panel"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Low candela at the end devices"
        },
        {
          "letter": "B",
          "text": "Overvoltage at strobes"
        },
        {
          "letter": "C",
          "text": "No voltage drop"
        },
        {
          "letter": "D",
          "text": "Higher than listed current on the panel"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "A 24 \"VDC\" \"NAC\" at 3.0 amps on long 18 \"AWG\" runs likely risks:"
      }
    ],
    "id": "7cf21eef-d3bc-4ba9-b7e1-e7a5c34d0e36",
    "created_at": "2025-10-15T12:26:45.285905",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.123727"
  },
  {
    "question": "Using distributed power supplies near remote loads primarily:",
    "answer": "Reduces run length and voltage drop",
    "definition": "Definition: Closer supplies shorten conductor length and help maintain device voltage.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "171",
      "stem": "Using distributed power supplies near remote loads primarily:",
      "correct": "Reduces run length and voltage drop",
      "correct_letter": "B",
      "distractors": [
        "Increases drop",
        "Increases supervision problems",
        "Is not allowed"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Increases drop"
        },
        {
          "letter": "B",
          "text": "Reduces run length and voltage drop"
        },
        {
          "letter": "C",
          "text": "Increases supervision problems"
        },
        {
          "letter": "D",
          "text": "Is not allowed"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Using distributed power supplies near remote loads primarily:"
      }
    ],
    "id": "8be4ef6b-5eeb-45f8-946a-5c6496fc1bab",
    "created_at": "2025-10-15T12:26:45.285948",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.123914"
  },
  {
    "question": "For a two detector cross zone release, activation requires:",
    "answer": "Two independent initiating events",
    "definition": "Definition: Two independent inputs help prevent inadvertent discharge.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "172",
      "stem": "For a two detector cross zone release, activation requires:",
      "correct": "Two independent initiating events",
      "correct_letter": "B",
      "distractors": [
        "One detector only",
        "Pull station only",
        "Waterflow only"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "One detector only"
        },
        {
          "letter": "B",
          "text": "Two independent initiating events"
        },
        {
          "letter": "C",
          "text": "Pull station only"
        },
        {
          "letter": "D",
          "text": "Waterflow only"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "For a two detector cross zone release, activation requires:"
      }
    ],
    "id": "a07f43a1-59c7-455e-a022-53bda4a3acc6",
    "created_at": "2025-10-15T12:26:45.285984",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.125507"
  },
  {
    "question": "A corridor 8 feet wide typically uses spacing for spot smoke detectors of about:",
    "answer": "41 feet",
    "definition": "Definition: Corridor rules allow approximately forty one feet on center for narrow corridors.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "173",
      "stem": "A corridor 8 feet wide typically uses spacing for spot smoke detectors of about:",
      "correct": "41 feet",
      "correct_letter": "C",
      "distractors": [
        "15 feet",
        "30 feet",
        "60 feet"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "15 feet"
        },
        {
          "letter": "B",
          "text": "30 feet"
        },
        {
          "letter": "C",
          "text": "41 feet"
        },
        {
          "letter": "D",
          "text": "60 feet"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "A corridor 8 feet wide typically uses spacing for spot smoke detectors of about:"
      }
    ],
    "id": "a1427be8-2d85-44ff-b5a4-3baf7d7837ca",
    "created_at": "2025-10-15T12:26:45.286020",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.125559"
  },
  {
    "question": "Beam smoke detection is most efficient when ceilings are:",
    "answer": "Very high with long spans",
    "definition": "Definition: Beams cover long distances and are suited to high or wide open spaces.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "174",
      "stem": "Beam smoke detection is most efficient when ceilings are:",
      "correct": "Very high with long spans",
      "correct_letter": "B",
      "distractors": [
        "Low and flat",
        "Sloped and low",
        "Painted black"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Low and flat"
        },
        {
          "letter": "B",
          "text": "Very high with long spans"
        },
        {
          "letter": "C",
          "text": "Sloped and low"
        },
        {
          "letter": "D",
          "text": "Painted black"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Beam smoke detection is most efficient when ceilings are:"
      }
    ],
    "id": "1003ffdb-93a2-49f2-bbb9-643124654bb2",
    "created_at": "2025-10-15T12:26:45.286053",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.125601"
  },
  {
    "question": "If ambient temperature can reach 120 F, an ordinary 135 F fixed temperature heat detector:",
    "answer": "Should be avoided; choose a higher rating",
    "definition": "Definition: Select heat detector ratings at least 25 F above the highest expected ambient.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "175",
      "stem": "If ambient temperature can reach 120 F, an ordinary 135 F fixed temperature heat detector:",
      "correct": "Should be avoided; choose a higher rating",
      "correct_letter": "B",
      "distractors": [
        "Is acceptable",
        "Will always alarm",
        "Requires a fan"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Is acceptable"
        },
        {
          "letter": "B",
          "text": "Should be avoided; choose a higher rating"
        },
        {
          "letter": "C",
          "text": "Will always alarm"
        },
        {
          "letter": "D",
          "text": "Requires a fan"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "If ambient temperature can reach 120 F, an ordinary 135 F fixed temperature heat detector:"
      }
    ],
    "id": "ff6ed230-1473-4c0c-a413-bcbc77ac9230",
    "created_at": "2025-10-15T12:26:45.286085",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.125712"
  },
  {
    "question": "For a speaker zone requiring intelligibility, the best first step is to:",
    "answer": "Optimize speaker spacing and aim",
    "definition": "Definition: Layout and aiming improve direct to reverberant ratio and clarity.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "176",
      "stem": "For a speaker zone requiring intelligibility, the best first step is to:",
      "correct": "Optimize speaker spacing and aim",
      "correct_letter": "B",
      "distractors": [
        "Increase wattage only",
        "Add more strobes",
        "Use pink noise only"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Increase wattage only"
        },
        {
          "letter": "B",
          "text": "Optimize speaker spacing and aim"
        },
        {
          "letter": "C",
          "text": "Add more strobes"
        },
        {
          "letter": "D",
          "text": "Use pink noise only"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "For a speaker zone requiring intelligibility, the best first step is to:"
      }
    ],
    "id": "47010725-2a63-450d-9e81-55d4e90be790",
    "created_at": "2025-10-15T12:26:45.286117",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.125755"
  },
  {
    "question": "A device label indicating 16-33 \"VDC\" operating range means end of line voltage should be:",
    "answer": "Within 16 to 33 V under worst case",
    "definition": "Definition: Verify that worst case end voltage stays within the listed range for reliable operation.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "177",
      "stem": "A device label indicating 16-33 \"VDC\" operating range means end of line voltage should be:",
      "correct": "Within 16 to 33 V under worst case",
      "correct_letter": "B",
      "distractors": [
        "Less than 16 V",
        "Above 33 V",
        "Irrelevant"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Less than 16 V"
        },
        {
          "letter": "B",
          "text": "Within 16 to 33 V under worst case"
        },
        {
          "letter": "C",
          "text": "Above 33 V"
        },
        {
          "letter": "D",
          "text": "Irrelevant"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "A device label indicating 16-33 \"VDC\" operating range means end of line voltage should be:"
      }
    ],
    "id": "029958d9-74ef-4db5-bd4d-362b0e614f64",
    "created_at": "2025-10-15T12:26:45.286149",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.125794"
  },
  {
    "question": "A 24 V control relay used for fan shutdown should be powered:",
    "answer": "From a listed, supervised control circuit",
    "definition": "Definition: Life safety control circuits must be listed and supervised for faults.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "178",
      "stem": "A 24 V control relay used for fan shutdown should be powered:",
      "correct": "From a listed, supervised control circuit",
      "correct_letter": "B",
      "distractors": [
        "From an unsupervised receptacle",
        "From lighting dimmers",
        "From doorbell transformer"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "From an unsupervised receptacle"
        },
        {
          "letter": "B",
          "text": "From a listed, supervised control circuit"
        },
        {
          "letter": "C",
          "text": "From lighting dimmers"
        },
        {
          "letter": "D",
          "text": "From doorbell transformer"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "A 24 V control relay used for fan shutdown should be powered:"
      }
    ],
    "id": "a07e0622-cd7b-4dd7-b310-a72078588a6d",
    "created_at": "2025-10-15T12:26:45.286181",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.125830"
  },
  {
    "question": "Class N pathways are used for:",
    "answer": "Supervised Ethernet \"IP\" signaling for fire alarm traffic",
    "definition": "Definition: Class N covers supervised network transport segments with monitoring.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "179",
      "stem": "Class N pathways are used for:",
      "correct": "Supervised Ethernet \"IP\" signaling for fire alarm traffic",
      "correct_letter": "B",
      "distractors": [
        "Analog audio only",
        "Thermostat loops",
        "Non supervised paging"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Analog audio only"
        },
        {
          "letter": "B",
          "text": "Supervised Ethernet \"IP\" signaling for fire alarm traffic"
        },
        {
          "letter": "C",
          "text": "Thermostat loops"
        },
        {
          "letter": "D",
          "text": "Non supervised paging"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Class N pathways are used for:"
      }
    ],
    "id": "525c045e-2a3a-4baf-9033-03b356a4e548",
    "created_at": "2025-10-15T12:26:45.286355",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.125868"
  },
  {
    "question": "An addressable \"SLC\" map that mirrors the floor plan helps with:",
    "answer": "Troubleshooting and response speed",
    "definition": "Definition: Clear point text and maps speed fault finding and emergency response.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "180",
      "stem": "An addressable \"SLC\" map that mirrors the floor plan helps with:",
      "correct": "Troubleshooting and response speed",
      "correct_letter": "B",
      "distractors": [
        "Marketing only",
        "Battery sizing",
        "Voltage increase"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Marketing only"
        },
        {
          "letter": "B",
          "text": "Troubleshooting and response speed"
        },
        {
          "letter": "C",
          "text": "Battery sizing"
        },
        {
          "letter": "D",
          "text": "Voltage increase"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "An addressable \"SLC\" map that mirrors the floor plan helps with:"
      }
    ],
    "id": "e8e9a5a7-777a-4805-bdba-daf29e7bfe7b",
    "created_at": "2025-10-15T12:26:45.286399",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.125936"
  },
  {
    "question": "A ground fault indicated at the panel should be located by:",
    "answer": "Logically splitting circuits to isolate segments",
    "definition": "Definition: Open loops in halves or segments to locate the fault efficiently.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "181",
      "stem": "A ground fault indicated at the panel should be located by:",
      "correct": "Logically splitting circuits to isolate segments",
      "correct_letter": "B",
      "distractors": [
        "Randomly pulling devices",
        "Resetting repeatedly",
        "Replacing the panel first"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Randomly pulling devices"
        },
        {
          "letter": "B",
          "text": "Logically splitting circuits to isolate segments"
        },
        {
          "letter": "C",
          "text": "Resetting repeatedly"
        },
        {
          "letter": "D",
          "text": "Replacing the panel first"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "A ground fault indicated at the panel should be located by:"
      }
    ],
    "id": "5a3c7826-5caa-44b1-b813-a84383415f51",
    "created_at": "2025-10-15T12:26:45.286436",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.126045"
  },
  {
    "question": "A short on a Class B initiating circuit will:",
    "answer": "Indicate trouble and possibly prevent detection on that run",
    "definition": "Definition: Shorts defeat normal supervision; panel will show trouble and the run may be inoperative.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "182",
      "stem": "A short on a Class B initiating circuit will:",
      "correct": "Indicate trouble and possibly prevent detection on that run",
      "correct_letter": "B",
      "distractors": [
        "Show normal",
        "Convert to Class A",
        "Create a supervisory"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Show normal"
        },
        {
          "letter": "B",
          "text": "Indicate trouble and possibly prevent detection on that run"
        },
        {
          "letter": "C",
          "text": "Convert to Class A"
        },
        {
          "letter": "D",
          "text": "Create a supervisory"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "A short on a Class B initiating circuit will:"
      }
    ],
    "id": "1e037f9b-071a-46c6-ab5d-4a3f5c6647ec",
    "created_at": "2025-10-15T12:26:45.286471",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.126095"
  },
  {
    "question": "A missing \"EOL\" resistor on Class B \"IDC\" will:",
    "answer": "Annunciate as trouble",
    "definition": "Definition: Missing or wrong \"EOL\" presents as a trouble condition.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "183",
      "stem": "A missing \"EOL\" resistor on Class B \"IDC\" will:",
      "correct": "Annunciate as trouble",
      "correct_letter": "B",
      "distractors": [
        "Look like normal",
        "Cause alarm",
        "Not be detected"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Look like normal"
        },
        {
          "letter": "B",
          "text": "Annunciate as trouble"
        },
        {
          "letter": "C",
          "text": "Cause alarm"
        },
        {
          "letter": "D",
          "text": "Not be detected"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "A missing \"EOL\" resistor on Class B \"IDC\" will:"
      }
    ],
    "id": "5784cb9c-2afa-42ae-a334-c286b649c1b8",
    "created_at": "2025-10-15T12:26:45.286500",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.126134"
  },
  {
    "question": "Device addresses on an \"SLC\" should be:",
    "answer": "Unique and matched to drawings and labels",
    "definition": "Definition: Unique addresses with clear point text speed service and response.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "184",
      "stem": "Device addresses on an \"SLC\" should be:",
      "correct": "Unique and matched to drawings and labels",
      "correct_letter": "B",
      "distractors": [
        "Random and undocumented",
        "Duplicated for speed",
        "Hidden from operators"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Random and undocumented"
        },
        {
          "letter": "B",
          "text": "Unique and matched to drawings and labels"
        },
        {
          "letter": "C",
          "text": "Duplicated for speed"
        },
        {
          "letter": "D",
          "text": "Hidden from operators"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Device addresses on an \"SLC\" should be:"
      }
    ],
    "id": "933e7d36-36e0-4a5e-9a15-3c69beafbe5d",
    "created_at": "2025-10-15T12:26:45.286528",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.126162"
  },
  {
    "question": "When a circuit is intermittent, the likely cause is:",
    "answer": "Temperature sensitive loose connections or water intrusion",
    "definition": "Definition: Loose or wet connections can vary with temperature or vibration.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "185",
      "stem": "When a circuit is intermittent, the likely cause is:",
      "correct": "Temperature sensitive loose connections or water intrusion",
      "correct_letter": "B",
      "distractors": [
        "Tight terminations",
        "Perfect splices",
        "Correct \"EOL\" value"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Tight terminations"
        },
        {
          "letter": "B",
          "text": "Temperature sensitive loose connections or water intrusion"
        },
        {
          "letter": "C",
          "text": "Perfect splices"
        },
        {
          "letter": "D",
          "text": "Correct \"EOL\" value"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "When a circuit is intermittent, the likely cause is:"
      }
    ],
    "id": "35112903-4ca7-41fd-9705-3914a6429644",
    "created_at": "2025-10-15T12:26:45.286553",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.126193"
  },
  {
    "question": "If strobes on two supplies are unsynchronized in one room, you should:",
    "answer": "Add a listed sync connection or compatible supplies",
    "definition": "Definition: Use a listed method so flashes align across supplies.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "186",
      "stem": "If strobes on two supplies are unsynchronized in one room, you should:",
      "correct": "Add a listed sync connection or compatible supplies",
      "correct_letter": "B",
      "distractors": [
        "Ignore it",
        "Change lens color",
        "Lower candela"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Ignore it"
        },
        {
          "letter": "B",
          "text": "Add a listed sync connection or compatible supplies"
        },
        {
          "letter": "C",
          "text": "Change lens color"
        },
        {
          "letter": "D",
          "text": "Lower candela"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "If strobes on two supplies are unsynchronized in one room, you should:"
      }
    ],
    "id": "273af2dc-bdcf-4420-abba-7076770cee9b",
    "created_at": "2025-10-15T12:26:45.286578",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.126217"
  },
  {
    "question": "Placing an \"EOL\" in the panel on a \"NAC\" will:",
    "answer": "Supervise only the panel terminals",
    "definition": "Definition: \"EOL\" in the panel fails to supervise the run; place it at the last appliance unless the supply supervises downstream wiring by other means.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "187",
      "stem": "Placing an \"EOL\" in the panel on a \"NAC\" will:",
      "correct": "Supervise only the panel terminals",
      "correct_letter": "B",
      "distractors": [
        "Supervise the field wiring",
        "Improve voltage",
        "Increase candela"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Supervise the field wiring"
        },
        {
          "letter": "B",
          "text": "Supervise only the panel terminals"
        },
        {
          "letter": "C",
          "text": "Improve voltage"
        },
        {
          "letter": "D",
          "text": "Increase candela"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Placing an \"EOL\" in the panel on a \"NAC\" will:"
      }
    ],
    "id": "53f8d819-0cfc-4f7c-b364-503a430ac91d",
    "created_at": "2025-10-15T12:26:45.286605",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.126236"
  },
  {
    "question": "A duct detector downstream of filters fails to trip on smoke can indicate:",
    "answer": "Reversed sampling tubes or poor airflow",
    "definition": "Definition: Verify tube orientation and pressure; reversed tubes prevent sampling.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "188",
      "stem": "A duct detector downstream of filters fails to trip on smoke can indicate:",
      "correct": "Reversed sampling tubes or poor airflow",
      "correct_letter": "B",
      "distractors": [
        "Correct sampling tubes",
        "Proper differential pressure",
        "No issues"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Correct sampling tubes"
        },
        {
          "letter": "B",
          "text": "Reversed sampling tubes or poor airflow"
        },
        {
          "letter": "C",
          "text": "Proper differential pressure"
        },
        {
          "letter": "D",
          "text": "No issues"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "A duct detector downstream of filters fails to trip on smoke can indicate:"
      }
    ],
    "id": "7fb49f24-0820-4bdc-a3ef-0f207f4f758a",
    "created_at": "2025-10-15T12:26:45.286787",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.126254"
  },
  {
    "question": "Addressable device not communicating after replacement usually means:",
    "answer": "Wrong address, missing \"SLC\" isolator reset, or reversed polarity",
    "definition": "Definition: Check address, polarity, and whether an isolator has latched open from a prior short.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "189",
      "stem": "Addressable device not communicating after replacement usually means:",
      "correct": "Wrong address, missing \"SLC\" isolator reset, or reversed polarity",
      "correct_letter": "B",
      "distractors": [
        "Correct loop polarity and address",
        "Panel ok",
        "Battery issue only"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Correct loop polarity and address"
        },
        {
          "letter": "B",
          "text": "Wrong address, missing \"SLC\" isolator reset, or reversed polarity"
        },
        {
          "letter": "C",
          "text": "Panel ok"
        },
        {
          "letter": "D",
          "text": "Battery issue only"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Addressable device not communicating after replacement usually means:"
      }
    ],
    "id": "44a8ed1d-e21e-4ef5-90ba-04828d207951",
    "created_at": "2025-10-15T12:26:45.286826",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.126570"
  },
  {
    "question": "Door holders stuck open during alarm suggest:",
    "answer": "Unsupervised power supply feeding holders",
    "definition": "Definition: Holders should drop on alarm or power loss; unsupervised feeds can defeat this behavior.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "190",
      "stem": "Door holders stuck open during alarm suggest:",
      "correct": "Unsupervised power supply feeding holders",
      "correct_letter": "B",
      "distractors": [
        "Correct wiring",
        "Proper relay logic",
        "No problem"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Correct wiring"
        },
        {
          "letter": "B",
          "text": "Unsupervised power supply feeding holders"
        },
        {
          "letter": "C",
          "text": "Proper relay logic"
        },
        {
          "letter": "D",
          "text": "No problem"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Door holders stuck open during alarm suggest:"
      }
    ],
    "id": "507121ee-2e69-4f60-b2c4-977d33d3da4c",
    "created_at": "2025-10-15T12:26:45.286854",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.126611"
  },
  {
    "question": "If a module LED flashes but no event logs, the input type may be:",
    "answer": "Configured as disabled or wrong type",
    "definition": "Definition: Programming must match the wiring and function type for proper event generation.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "191",
      "stem": "If a module LED flashes but no event logs, the input type may be:",
      "correct": "Configured as disabled or wrong type",
      "correct_letter": "B",
      "distractors": [
        "Configured correctly",
        "Perfect",
        "Wired to \"NAC\""
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Configured correctly"
        },
        {
          "letter": "B",
          "text": "Configured as disabled or wrong type"
        },
        {
          "letter": "C",
          "text": "Perfect"
        },
        {
          "letter": "D",
          "text": "Wired to \"NAC\""
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "If a module LED flashes but no event logs, the input type may be:"
      }
    ],
    "id": "efe9f92c-26dd-4d7b-8434-21b406ca173b",
    "created_at": "2025-10-15T12:26:45.286880",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.126647"
  },
  {
    "question": "A panel that won’t reset after a smoky event may require:",
    "answer": "Ventilation and detector cleaning per manufacturer",
    "definition": "Definition: Residual smoke or contamination holds detectors in alarm; clean per instructions.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "192",
      "stem": "A panel that won’t reset after a smoky event may require:",
      "correct": "Ventilation and detector cleaning per manufacturer",
      "correct_letter": "B",
      "distractors": [
        "Immediate reset only",
        "Battery disconnect only",
        "Ignore residue"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Immediate reset only"
        },
        {
          "letter": "B",
          "text": "Ventilation and detector cleaning per manufacturer"
        },
        {
          "letter": "C",
          "text": "Battery disconnect only"
        },
        {
          "letter": "D",
          "text": "Ignore residue"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "A panel that won’t reset after a smoky event may require:"
      }
    ],
    "id": "4ef1023c-bc62-4778-a7a1-f45836ab2952",
    "created_at": "2025-10-15T12:26:45.286905",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.126703"
  },
  {
    "question": "Frequent false alarms near restrooms usually indicate:",
    "answer": "Steam or aerosol sources too close to smoke detectors",
    "definition": "Definition: Keep detectors away from steam sources to reduce nuisance.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "193",
      "stem": "Frequent false alarms near restrooms usually indicate:",
      "correct": "Steam or aerosol sources too close to smoke detectors",
      "correct_letter": "B",
      "distractors": [
        "Perfect location",
        "Good practice",
        "No impact"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Perfect location"
        },
        {
          "letter": "B",
          "text": "Steam or aerosol sources too close to smoke detectors"
        },
        {
          "letter": "C",
          "text": "Good practice"
        },
        {
          "letter": "D",
          "text": "No impact"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Frequent false alarms near restrooms usually indicate:"
      }
    ],
    "id": "7c25317c-a496-4cc1-9a69-14ba2adc8593",
    "created_at": "2025-10-15T12:26:45.286930",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.126800"
  },
  {
    "question": "Elevator recall not occurring on lobby smoke suggests:",
    "answer": "Detector not mapped to elevator control logic",
    "definition": "Definition: Ensure the lobby detector is programmed to drive the recall sequence.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "194",
      "stem": "Elevator recall not occurring on lobby smoke suggests:",
      "correct": "Detector not mapped to elevator control logic",
      "correct_letter": "B",
      "distractors": [
        "Correct wiring",
        "Nothing wrong",
        "Pull station fixes it"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Correct wiring"
        },
        {
          "letter": "B",
          "text": "Detector not mapped to elevator control logic"
        },
        {
          "letter": "C",
          "text": "Nothing wrong"
        },
        {
          "letter": "D",
          "text": "Pull station fixes it"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Elevator recall not occurring on lobby smoke suggests:"
      }
    ],
    "id": "6ef854f5-8f55-46fa-b799-f3813ff202c9",
    "created_at": "2025-10-15T12:26:45.286956",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.126833"
  },
  {
    "question": "A failing battery string often shows as:",
    "answer": "Low under load voltage or short alarm runtime",
    "definition": "Definition: Load testing reveals weak capacity despite normal open circuit voltage.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "195",
      "stem": "A failing battery string often shows as:",
      "correct": "Low under load voltage or short alarm runtime",
      "correct_letter": "B",
      "distractors": [
        "Stable standby voltage and passing load test",
        "Higher capacity than rated",
        "Improved charging"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Stable standby voltage and passing load test"
        },
        {
          "letter": "B",
          "text": "Low under load voltage or short alarm runtime"
        },
        {
          "letter": "C",
          "text": "Higher capacity than rated"
        },
        {
          "letter": "D",
          "text": "Improved charging"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "A failing battery string often shows as:"
      }
    ],
    "id": "096474f0-b3e1-4d07-aab6-7ad8d21b625a",
    "created_at": "2025-10-15T12:26:45.286982",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.127594"
  },
  {
    "question": "A reversed \"NAC\" polarity during alarm typically causes:",
    "answer": "Appliances to remain silent or unsupervised",
    "definition": "Definition: Many appliances and supervision rely on correct polarity.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "196",
      "stem": "A reversed \"NAC\" polarity during alarm typically causes:",
      "correct": "Appliances to remain silent or unsupervised",
      "correct_letter": "B",
      "distractors": [
        "Normal operation",
        "Brighter strobes",
        "Higher candela"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Normal operation"
        },
        {
          "letter": "B",
          "text": "Appliances to remain silent or unsupervised"
        },
        {
          "letter": "C",
          "text": "Brighter strobes"
        },
        {
          "letter": "D",
          "text": "Higher candela"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "A reversed \"NAC\" polarity during alarm typically causes:"
      }
    ],
    "id": "1f848e6c-a5de-456c-a3a8-eae5c7ce253c",
    "created_at": "2025-10-15T12:26:45.287007",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.127696"
  },
  {
    "question": "A frozen tamper switch indicates:",
    "answer": "Mechanical issue or wiring fault in the tamper device",
    "definition": "Definition: Tamper devices should change state with valve movement; stuck state needs repair.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "197",
      "stem": "A frozen tamper switch indicates:",
      "correct": "Mechanical issue or wiring fault in the tamper device",
      "correct_letter": "B",
      "distractors": [
        "Normal valve position",
        "No problem",
        "Waterflow"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Normal valve position"
        },
        {
          "letter": "B",
          "text": "Mechanical issue or wiring fault in the tamper device"
        },
        {
          "letter": "C",
          "text": "No problem"
        },
        {
          "letter": "D",
          "text": "Waterflow"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "A frozen tamper switch indicates:"
      }
    ],
    "id": "9f44b948-177e-49aa-8ffb-a6659e345fd5",
    "created_at": "2025-10-15T12:26:45.287145",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.127785"
  },
  {
    "question": "A door magnetic contact that bounces causes:",
    "answer": "Intermittent alarms/supervisory",
    "definition": "Definition: Chattering contacts generate intermittent signals; debounce or replace.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "198",
      "stem": "A door magnetic contact that bounces causes:",
      "correct": "Intermittent alarms/supervisory",
      "correct_letter": "B",
      "distractors": [
        "Stable input",
        "Nothing",
        "Battery damage"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Stable input"
        },
        {
          "letter": "B",
          "text": "Intermittent alarms/supervisory"
        },
        {
          "letter": "C",
          "text": "Nothing"
        },
        {
          "letter": "D",
          "text": "Battery damage"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "A door magnetic contact that bounces causes:"
      }
    ],
    "id": "88c2c9fb-a44a-4170-9148-487ad76040e9",
    "created_at": "2025-10-15T12:26:45.287181",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.127816"
  },
  {
    "question": "If an annunciator shows 'Ground Fault - Loop 2', first step is:",
    "answer": "Open the loop mid run and see if the fault clears",
    "definition": "Definition: Splitting the loop isolates which half contains the fault.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "199",
      "stem": "If an annunciator shows 'Ground Fault - Loop 2', first step is:",
      "correct": "Open the loop mid run and see if the fault clears",
      "correct_letter": "B",
      "distractors": [
        "Replace all devices",
        "Ignore it",
        "Short the loop"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Replace all devices"
        },
        {
          "letter": "B",
          "text": "Open the loop mid run and see if the fault clears"
        },
        {
          "letter": "C",
          "text": "Ignore it"
        },
        {
          "letter": "D",
          "text": "Short the loop"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "If an annunciator shows 'Ground Fault - Loop 2', first step is:"
      }
    ],
    "id": "f7e0e1de-6466-4fad-b73e-554783500bed",
    "created_at": "2025-10-15T12:26:45.287209",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.127841"
  },
  {
    "question": "An \"SLC\" device reading 'Missing' after construction work suggests:",
    "answer": "Open in cabling or removed device",
    "definition": "Definition: Wiring damage or removed devices commonly cause missing points.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "200",
      "stem": "An \"SLC\" device reading 'Missing' after construction work suggests:",
      "correct": "Open in cabling or removed device",
      "correct_letter": "B",
      "distractors": [
        "Perfect communication",
        "Normal state",
        "Panel failure"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Perfect communication"
        },
        {
          "letter": "B",
          "text": "Open in cabling or removed device"
        },
        {
          "letter": "C",
          "text": "Normal state"
        },
        {
          "letter": "D",
          "text": "Panel failure"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "An \"SLC\" device reading 'Missing' after construction work suggests:"
      }
    ],
    "id": "5ea18b2d-cc57-4299-b7ec-455f576ed47f",
    "created_at": "2025-10-15T12:26:45.287235",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.127866"
  },
  {
    "question": "Which code family decides WHEN a fire alarm is required for a new building?",
    "answer": "\"IBC\" model building code adopted by the jurisdiction",
    "definition": "Definition: Building code adoption determines where a system is required; \"NFPA\" 72 tells how to design/install it.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "201",
      "stem": "Which code family decides WHEN a fire alarm is required for a new building?",
      "correct": "\"IBC\" model building code adopted by the jurisdiction",
      "correct_letter": "C",
      "distractors": [
        "\"NFPA\" 72",
        "\"NEC\"",
        "Manufacturer manual"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "\"NFPA\" 72"
        },
        {
          "letter": "B",
          "text": "\"NEC\""
        },
        {
          "letter": "C",
          "text": "\"IBC\" model building code adopted by the jurisdiction"
        },
        {
          "letter": "D",
          "text": "Manufacturer manual"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Which code family decides WHEN a fire alarm is required for a new building?"
      }
    ],
    "id": "8019e6a3-7552-4a3d-8681-00175915dfc3",
    "created_at": "2025-10-15T12:26:45.287273",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.127890"
  },
  {
    "question": "Group R sleeping occupancies typically require low frequency 520 hertz appliances in sleeping rooms to:",
    "answer": "Improve awakening effectiveness",
    "definition": "Definition: Low frequency tone improves arousal from sleep; coordinate with local adoption.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "202",
      "stem": "Group R sleeping occupancies typically require low frequency 520 hertz appliances in sleeping rooms to:",
      "correct": "Improve awakening effectiveness",
      "correct_letter": "B",
      "distractors": [
        "Save power",
        "Reduce cost",
        "Ease wiring"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Save power"
        },
        {
          "letter": "B",
          "text": "Improve awakening effectiveness"
        },
        {
          "letter": "C",
          "text": "Reduce cost"
        },
        {
          "letter": "D",
          "text": "Ease wiring"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Group R sleeping occupancies typically require low frequency 520 hertz appliances in sleeping rooms "
      }
    ],
    "id": "985bc2bb-58e1-4cf0-a4dc-d11ffd9b05de",
    "created_at": "2025-10-15T12:26:45.287304",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.127915"
  },
  {
    "question": "In fully sprinklered buildings with automatic detection, some manual box locations may be omitted when:",
    "answer": "Permitted by code exceptions and approved by the \"AHJ\"",
    "definition": "Definition: Model codes allow reductions when automatic systems provide early activation; verify the local rule.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "203",
      "stem": "In fully sprinklered buildings with automatic detection, some manual box locations may be omitted when:",
      "correct": "Permitted by code exceptions and approved by the \"AHJ\"",
      "correct_letter": "B",
      "distractors": [
        "The owner prefers",
        "Never",
        "Only in warehouses"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "The owner prefers"
        },
        {
          "letter": "B",
          "text": "Permitted by code exceptions and approved by the \"AHJ\""
        },
        {
          "letter": "C",
          "text": "Never"
        },
        {
          "letter": "D",
          "text": "Only in warehouses"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "In fully sprinklered buildings with automatic detection, some manual box locations may be omitted wh"
      }
    ],
    "id": "c03eed48-e1cc-4c0d-a667-9de36edfe418",
    "created_at": "2025-10-15T12:26:45.287337",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.127942"
  },
  {
    "question": "Assembly occupancies with high ambient noise need:",
    "answer": "Visible notification and voice as needed",
    "definition": "Definition: High noise can mask horns; strobes and voice reduce risk.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "204",
      "stem": "Assembly occupancies with high ambient noise need:",
      "correct": "Visible notification and voice as needed",
      "correct_letter": "B",
      "distractors": [
        "Horns only",
        "No notification",
        "Security only"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Horns only"
        },
        {
          "letter": "B",
          "text": "Visible notification and voice as needed"
        },
        {
          "letter": "C",
          "text": "No notification"
        },
        {
          "letter": "D",
          "text": "Security only"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Assembly occupancies with high ambient noise need:"
      }
    ],
    "id": "b2466384-922d-4a84-81ad-14811082a48a",
    "created_at": "2025-10-15T12:26:45.287370",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.127965"
  },
  {
    "question": "Educational occupancies often require:",
    "answer": "Manual boxes along egress and detection as required by use",
    "definition": "Definition: Egress notification and detection are coordinated with building code triggers.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "205",
      "stem": "Educational occupancies often require:",
      "correct": "Manual boxes along egress and detection as required by use",
      "correct_letter": "B",
      "distractors": [
        "No detection",
        "Only duct detectors",
        "Horns only"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "No detection"
        },
        {
          "letter": "B",
          "text": "Manual boxes along egress and detection as required by use"
        },
        {
          "letter": "C",
          "text": "Only duct detectors"
        },
        {
          "letter": "D",
          "text": "Horns only"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Educational occupancies often require:"
      }
    ],
    "id": "6f4b73b2-b8ca-434a-9bb5-bc6f93d7552e",
    "created_at": "2025-10-15T12:26:45.287401",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.128026"
  },
  {
    "question": "Health care occupancies (hospitals) often use:",
    "answer": "Defend in place with compartmentation and staff response",
    "definition": "Definition: Life Safety Code permits defend in place with staff and compartmentation; voice messaging is common.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "206",
      "stem": "Health care occupancies (hospitals) often use:",
      "correct": "Defend in place with compartmentation and staff response",
      "correct_letter": "B",
      "distractors": [
        "Evacuation of all occupants immediately",
        "No alarm",
        "Only strobes"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Evacuation of all occupants immediately"
        },
        {
          "letter": "B",
          "text": "Defend in place with compartmentation and staff response"
        },
        {
          "letter": "C",
          "text": "No alarm"
        },
        {
          "letter": "D",
          "text": "Only strobes"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Health care occupancies (hospitals) often use:"
      }
    ],
    "id": "edffd2ff-1d70-4379-96d6-c3544aee6e14",
    "created_at": "2025-10-15T12:26:45.287560",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.128059"
  },
  {
    "question": "Hotels (R 1) sleeping rooms typically require:",
    "answer": "Notification appliances in sleeping rooms per code and low frequency where required",
    "definition": "Definition: In room appliances alert sleeping guests; low frequency devices where adopted.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "207",
      "stem": "Hotels (R 1) sleeping rooms typically require:",
      "correct": "Notification appliances in sleeping rooms per code and low frequency where required",
      "correct_letter": "B",
      "distractors": [
        "No in room notification",
        "Only corridor horns",
        "Only strobes in lobby"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "No in room notification"
        },
        {
          "letter": "B",
          "text": "Notification appliances in sleeping rooms per code and low frequency where required"
        },
        {
          "letter": "C",
          "text": "Only corridor horns"
        },
        {
          "letter": "D",
          "text": "Only strobes in lobby"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Hotels (R 1) sleeping rooms typically require:"
      }
    ],
    "id": "b056219a-d15a-47dd-ab09-eb39db958d16",
    "created_at": "2025-10-15T12:26:45.287603",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.128085"
  },
  {
    "question": "High rise buildings require which additional features?",
    "answer": "Fire command center and dedicated functions per building code",
    "definition": "Definition: High rise provisions include command centers, FD communications, and additional controls.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "208",
      "stem": "High rise buildings require which additional features?",
      "correct": "Fire command center and dedicated functions per building code",
      "correct_letter": "B",
      "distractors": [
        "Nothing special",
        "Security guards only",
        "Only duct detectors"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Nothing special"
        },
        {
          "letter": "B",
          "text": "Fire command center and dedicated functions per building code"
        },
        {
          "letter": "C",
          "text": "Security guards only"
        },
        {
          "letter": "D",
          "text": "Only duct detectors"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "High rise buildings require which additional features?"
      }
    ],
    "id": "1da17369-a59e-4a58-8105-6fbae934f11c",
    "created_at": "2025-10-15T12:26:45.287692",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.128109"
  },
  {
    "question": "Areas of refuge and stairwells may require:",
    "answer": "Firefighter telephone or two way communications per design",
    "definition": "Definition: Provide emergency communications where specified by code.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "209",
      "stem": "Areas of refuge and stairwells may require:",
      "correct": "Firefighter telephone or two way communications per design",
      "correct_letter": "B",
      "distractors": [
        "No communications",
        "Only horns",
        "Music paging"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "No communications"
        },
        {
          "letter": "B",
          "text": "Firefighter telephone or two way communications per design"
        },
        {
          "letter": "C",
          "text": "Only horns"
        },
        {
          "letter": "D",
          "text": "Music paging"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Areas of refuge and stairwells may require:"
      }
    ],
    "id": "95908a37-bd42-456c-95ff-18b9c42a8898",
    "created_at": "2025-10-15T12:26:45.287733",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.128133"
  },
  {
    "question": "Atrium detection approaches commonly include:",
    "answer": "Beam or aspiration with zoning and voice messaging",
    "definition": "Definition: Large volumes benefit from beam or aspirating detection and integrated voice.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "210",
      "stem": "Atrium detection approaches commonly include:",
      "correct": "Beam or aspiration with zoning and voice messaging",
      "correct_letter": "B",
      "distractors": [
        "Spot only at floor",
        "No detection",
        "Only duct detectors"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Spot only at floor"
        },
        {
          "letter": "B",
          "text": "Beam or aspiration with zoning and voice messaging"
        },
        {
          "letter": "C",
          "text": "No detection"
        },
        {
          "letter": "D",
          "text": "Only duct detectors"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Atrium detection approaches commonly include:"
      }
    ],
    "id": "bbee8550-f1bd-4b11-a2de-63325ff10407",
    "created_at": "2025-10-15T12:26:45.287767",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.128157"
  },
  {
    "question": "Smoke control in large buildings is documented as:",
    "answer": "A written sequence/matrix with priorities and fail safe states",
    "definition": "Definition: Sequences must be documented for testing and operations.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "211",
      "stem": "Smoke control in large buildings is documented as:",
      "correct": "A written sequence/matrix with priorities and fail safe states",
      "correct_letter": "B",
      "distractors": [
        "A phone call",
        "Only a diagram",
        "Left to HV \"AC\" vendor only"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "A phone call"
        },
        {
          "letter": "B",
          "text": "A written sequence/matrix with priorities and fail safe states"
        },
        {
          "letter": "C",
          "text": "Only a diagram"
        },
        {
          "letter": "D",
          "text": "Left to HV \"AC\" vendor only"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Smoke control in large buildings is documented as:"
      }
    ],
    "id": "6df1acdd-c6bc-48fa-b730-36cf238927b3",
    "created_at": "2025-10-15T12:26:45.287800",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.128180"
  },
  {
    "question": "In dwelling units, combination fire and carbon monoxide alarms should:",
    "answer": "Provide distinct patterns and labeling",
    "definition": "Definition: Distinct cues help occupants take correct actions.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "212",
      "stem": "In dwelling units, combination fire and carbon monoxide alarms should:",
      "correct": "Provide distinct patterns and labeling",
      "correct_letter": "B",
      "distractors": [
        "Use the same pattern for both",
        "Use amber light only",
        "Be silent"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Use the same pattern for both"
        },
        {
          "letter": "B",
          "text": "Provide distinct patterns and labeling"
        },
        {
          "letter": "C",
          "text": "Use amber light only"
        },
        {
          "letter": "D",
          "text": "Be silent"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "In dwelling units, combination fire and carbon monoxide alarms should:"
      }
    ],
    "id": "f3349cec-b52e-4a13-acc8-c17985f8d0f2",
    "created_at": "2025-10-15T12:26:45.287832",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.128203"
  },
  {
    "question": "Where audible notification is impractical due to hearing impaired occupants, you should:",
    "answer": "Provide visible appliances and possibly text/voice paging",
    "definition": "Definition: Visual and alternative communications address accessibility.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "213",
      "stem": "Where audible notification is impractical due to hearing impaired occupants, you should:",
      "correct": "Provide visible appliances and possibly text/voice paging",
      "correct_letter": "B",
      "distractors": [
        "Do nothing",
        "Only louder horns",
        "Rely on security radios"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Do nothing"
        },
        {
          "letter": "B",
          "text": "Provide visible appliances and possibly text/voice paging"
        },
        {
          "letter": "C",
          "text": "Only louder horns"
        },
        {
          "letter": "D",
          "text": "Rely on security radios"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Where audible notification is impractical due to hearing impaired occupants, you should:"
      }
    ],
    "id": "ec46a0f2-c067-4349-b57a-62f6c47f7f6b",
    "created_at": "2025-10-15T12:26:45.287865",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.128273"
  },
  {
    "question": "For small B (Business) offices with low risk, a common trigger for a full system is:",
    "answer": "Sprinkler monitoring or specific area detection per code triggers",
    "definition": "Definition: Building code defines thresholds; monitoring and specific risks trigger systems.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "214",
      "stem": "For small B (Business) offices with low risk, a common trigger for a full system is:",
      "correct": "Sprinkler monitoring or specific area detection per code triggers",
      "correct_letter": "B",
      "distractors": [
        "Always required",
        "Never required",
        "Only security sensors"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Always required"
        },
        {
          "letter": "B",
          "text": "Sprinkler monitoring or specific area detection per code triggers"
        },
        {
          "letter": "C",
          "text": "Never required"
        },
        {
          "letter": "D",
          "text": "Only security sensors"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "For small B (Business) offices with low risk, a common trigger for a full system is:"
      }
    ],
    "id": "827c047c-e92a-49b0-83cd-23df27488caa",
    "created_at": "2025-10-15T12:26:45.288025",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.128309"
  },
  {
    "question": "For hazardous materials rooms, designers should:",
    "answer": "Coordinate detection, ventilation shutoff, and alarm per risk and code",
    "definition": "Definition: Provide detection and controls to limit hazard spread.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "215",
      "stem": "For hazardous materials rooms, designers should:",
      "correct": "Coordinate detection, ventilation shutoff, and alarm per risk and code",
      "correct_letter": "B",
      "distractors": [
        "Avoid detection",
        "Use music speakers",
        "Only door contacts"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Avoid detection"
        },
        {
          "letter": "B",
          "text": "Coordinate detection, ventilation shutoff, and alarm per risk and code"
        },
        {
          "letter": "C",
          "text": "Use music speakers"
        },
        {
          "letter": "D",
          "text": "Only door contacts"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "For hazardous materials rooms, designers should:"
      }
    ],
    "id": "17c9e3ef-597d-4979-a69d-a3cffe479871",
    "created_at": "2025-10-15T12:26:45.288069",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.128335"
  },
  {
    "question": "Dormitory corridors typically require:",
    "answer": "Notification and detection as required; corridor smoke in some designs",
    "definition": "Definition: Corridor notification and sometimes smoke detection coordinate with egress strategy.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "216",
      "stem": "Dormitory corridors typically require:",
      "correct": "Notification and detection as required; corridor smoke in some designs",
      "correct_letter": "B",
      "distractors": [
        "Only exit signs",
        "Only duct detectors",
        "Nothing"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Only exit signs"
        },
        {
          "letter": "B",
          "text": "Notification and detection as required; corridor smoke in some designs"
        },
        {
          "letter": "C",
          "text": "Only duct detectors"
        },
        {
          "letter": "D",
          "text": "Nothing"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Dormitory corridors typically require:"
      }
    ],
    "id": "40c8b139-0eab-40b6-9e94-03ecc3be2818",
    "created_at": "2025-10-15T12:26:45.288105",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.128360"
  },
  {
    "question": "Assisted living facilities often need:",
    "answer": "Manual boxes, detection, and occupant notification per residential care requirements",
    "definition": "Definition: Residential care occupancies require system features suitable for mobility limited residents.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "217",
      "stem": "Assisted living facilities often need:",
      "correct": "Manual boxes, detection, and occupant notification per residential care requirements",
      "correct_letter": "B",
      "distractors": [
        "No system",
        "Only strobes",
        "Only waterflow"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "No system"
        },
        {
          "letter": "B",
          "text": "Manual boxes, detection, and occupant notification per residential care requirements"
        },
        {
          "letter": "C",
          "text": "Only strobes"
        },
        {
          "letter": "D",
          "text": "Only waterflow"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Assisted living facilities often need:"
      }
    ],
    "id": "9765165b-885c-4e83-b0e7-e5970b493f1a",
    "created_at": "2025-10-15T12:26:45.288139",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.128385"
  },
  {
    "question": "Assembly spaces with performance stages may require:",
    "answer": "Smoke control interfaces and additional detection/controls",
    "definition": "Definition: Large smoke volumes and curtains may need special controls.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "218",
      "stem": "Assembly spaces with performance stages may require:",
      "correct": "Smoke control interfaces and additional detection/controls",
      "correct_letter": "B",
      "distractors": [
        "No special provisions",
        "Only corridor horns",
        "Only manual boxes"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "No special provisions"
        },
        {
          "letter": "B",
          "text": "Smoke control interfaces and additional detection/controls"
        },
        {
          "letter": "C",
          "text": "Only corridor horns"
        },
        {
          "letter": "D",
          "text": "Only manual boxes"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Assembly spaces with performance stages may require:"
      }
    ],
    "id": "44f0cfb6-64e5-4773-94e2-daf393b0e736",
    "created_at": "2025-10-15T12:26:45.288172",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.128409"
  },
  {
    "question": "Server rooms with clean agent systems should:",
    "answer": "Use detection logic like cross zone and provide pre discharge warnings",
    "definition": "Definition: Two event logic and pre discharge notifications protect equipment and occupants.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "219",
      "stem": "Server rooms with clean agent systems should:",
      "correct": "Use detection logic like cross zone and provide pre discharge warnings",
      "correct_letter": "B",
      "distractors": [
        "Rely on waterflow only",
        "Disable alarms",
        "Use horns only"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Rely on waterflow only"
        },
        {
          "letter": "B",
          "text": "Use detection logic like cross zone and provide pre discharge warnings"
        },
        {
          "letter": "C",
          "text": "Disable alarms"
        },
        {
          "letter": "D",
          "text": "Use horns only"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Server rooms with clean agent systems should:"
      }
    ],
    "id": "e0141092-8359-4e4d-8d2e-0bae3c05d653",
    "created_at": "2025-10-15T12:26:45.288204",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.128433"
  },
  {
    "question": "Open parking garages typically require:",
    "answer": "Special detection rarely; rely on carbon monoxide sensors or ventilation controls per mechanical code",
    "definition": "Definition: Open air reduces smoke accumulation; controls often target carbon monoxide build up.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "220",
      "stem": "Open parking garages typically require:",
      "correct": "Special detection rarely; rely on carbon monoxide sensors or ventilation controls per mechanical code",
      "correct_letter": "B",
      "distractors": [
        "Full interior smoke detection",
        "Only horn strobes",
        "Only duct detectors"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Full interior smoke detection"
        },
        {
          "letter": "B",
          "text": "Special detection rarely; rely on carbon monoxide sensors or ventilation controls per mechanical code"
        },
        {
          "letter": "C",
          "text": "Only horn strobes"
        },
        {
          "letter": "D",
          "text": "Only duct detectors"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Open parking garages typically require:"
      }
    ],
    "id": "0cb51abb-3862-4b78-be36-fd73826cd679",
    "created_at": "2025-10-15T12:26:45.288239",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.128455"
  },
  {
    "question": "Acceptance testing should verify:",
    "answer": "100 percent of initiating/notification devices and sequences",
    "definition": "Definition: Acceptance is complete testing of devices and programmed functions.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "221",
      "stem": "Acceptance testing should verify:",
      "correct": "100 percent of initiating/notification devices and sequences",
      "correct_letter": "B",
      "distractors": [
        "10 percent of devices",
        "Only power",
        "Only smoke detectors"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "10 percent of devices"
        },
        {
          "letter": "B",
          "text": "100 percent of initiating/notification devices and sequences"
        },
        {
          "letter": "C",
          "text": "Only power"
        },
        {
          "letter": "D",
          "text": "Only smoke detectors"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Acceptance testing should verify:"
      }
    ],
    "id": "3c4bfeb2-c3c0-4c12-a21f-b8244f4a5f9e",
    "created_at": "2025-10-15T12:26:45.288289",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.128511"
  },
  {
    "question": "Semi annual tests commonly apply to:",
    "answer": "Duct smoke detectors and related air sampling components",
    "definition": "Definition: Duct devices require more frequent verification of airflow and operation.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "222",
      "stem": "Semi annual tests commonly apply to:",
      "correct": "Duct smoke detectors and related air sampling components",
      "correct_letter": "B",
      "distractors": [
        "Pull stations",
        "Batteries only",
        "Speakers"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Pull stations"
        },
        {
          "letter": "B",
          "text": "Duct smoke detectors and related air sampling components"
        },
        {
          "letter": "C",
          "text": "Batteries only"
        },
        {
          "letter": "D",
          "text": "Speakers"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Semi annual tests commonly apply to:"
      }
    ],
    "id": "e4f08ecd-ccea-4eab-8521-d721549d2844",
    "created_at": "2025-10-15T12:26:45.288446",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.128540"
  },
  {
    "question": "Sensitivity testing of spot smoke detectors should occur:",
    "answer": "Within a year after installation and at code permitted intervals",
    "definition": "Definition: Verify sensitivity after installation and at periodic intervals per code and listing.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "223",
      "stem": "Sensitivity testing of spot smoke detectors should occur:",
      "correct": "Within a year after installation and at code permitted intervals",
      "correct_letter": "B",
      "distractors": [
        "Never",
        "Monthly",
        "Only at five years"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Never"
        },
        {
          "letter": "B",
          "text": "Within a year after installation and at code permitted intervals"
        },
        {
          "letter": "C",
          "text": "Monthly"
        },
        {
          "letter": "D",
          "text": "Only at five years"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Sensitivity testing of spot smoke detectors should occur:"
      }
    ],
    "id": "a5fbcfb5-0f99-47b2-a283-3e18ce00c2ca",
    "created_at": "2025-10-15T12:26:45.288490",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.128559"
  },
  {
    "question": "Record retention for \"ITM\" typically requires keeping results:",
    "answer": "Until next test (and as otherwise required)",
    "definition": "Definition: Maintain records until the next test at minimum; local rules may require longer.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "224",
      "stem": "Record retention for \"ITM\" typically requires keeping results:",
      "correct": "Until next test (and as otherwise required)",
      "correct_letter": "A",
      "distractors": [
        "For one week only",
        "Forever by law",
        "Not at all"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Until next test (and as otherwise required)"
        },
        {
          "letter": "B",
          "text": "For one week only"
        },
        {
          "letter": "C",
          "text": "Forever by law"
        },
        {
          "letter": "D",
          "text": "Not at all"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Record retention for \"ITM\" typically requires keeping results:"
      }
    ],
    "id": "7998731c-1823-4ecd-9970-07741c65f88f",
    "created_at": "2025-10-15T12:26:45.288543",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.128576"
  },
  {
    "question": "Impairments that disable protection should trigger:",
    "answer": "A documented fire watch and notifications as required",
    "definition": "Definition: Fire watch maintains life safety during impairments.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "225",
      "stem": "Impairments that disable protection should trigger:",
      "correct": "A documented fire watch and notifications as required",
      "correct_letter": "B",
      "distractors": [
        "Silence only",
        "Nothing",
        "Battery replacement only"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Silence only"
        },
        {
          "letter": "B",
          "text": "A documented fire watch and notifications as required"
        },
        {
          "letter": "C",
          "text": "Nothing"
        },
        {
          "letter": "D",
          "text": "Battery replacement only"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Impairments that disable protection should trigger:"
      }
    ],
    "id": "d421a972-8833-4fcc-9813-f4f8180b2fba",
    "created_at": "2025-10-15T12:26:45.288579",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.128595"
  },
  {
    "question": "A supervising station contract should define:",
    "answer": "Signal handling, retransmission times, and testing responsibilities",
    "definition": "Definition: Roles and response metrics are part of the service agreement.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "226",
      "stem": "A supervising station contract should define:",
      "correct": "Signal handling, retransmission times, and testing responsibilities",
      "correct_letter": "B",
      "distractors": [
        "Music volume",
        "Paint color",
        "Cable brand"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Music volume"
        },
        {
          "letter": "B",
          "text": "Signal handling, retransmission times, and testing responsibilities"
        },
        {
          "letter": "C",
          "text": "Paint color"
        },
        {
          "letter": "D",
          "text": "Cable brand"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "A supervising station contract should define:"
      }
    ],
    "id": "6a8820af-0042-4670-a632-57e607f4a951",
    "created_at": "2025-10-15T12:26:45.288614",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.128616"
  },
  {
    "question": "When combining fire alarm with other low voltage systems in raceways, you must:",
    "answer": "Follow separation/barrier and listing rules to protect circuits",
    "definition": "Definition: Maintain separations or listed barriers to protect power limited insulation.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "227",
      "stem": "When combining fire alarm with other low voltage systems in raceways, you must:",
      "correct": "Follow separation/barrier and listing rules to protect circuits",
      "correct_letter": "B",
      "distractors": [
        "Always combine freely",
        "Ignore labels",
        "Assume it is ok"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Always combine freely"
        },
        {
          "letter": "B",
          "text": "Follow separation/barrier and listing rules to protect circuits"
        },
        {
          "letter": "C",
          "text": "Ignore labels"
        },
        {
          "letter": "D",
          "text": "Assume it is ok"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "When combining fire alarm with other low voltage systems in raceways, you must:"
      }
    ],
    "id": "e9fc3503-bb00-4ead-87e4-29d943a0f9bd",
    "created_at": "2025-10-15T12:26:45.288668",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.128866"
  },
  {
    "question": "A proprietary supervising station means:",
    "answer": "Owner’s facility monitors its own protected premises",
    "definition": "Definition: Proprietary stations are owned by the entity protected and monitor signals themselves.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "228",
      "stem": "A proprietary supervising station means:",
      "correct": "Owner’s facility monitors its own protected premises",
      "correct_letter": "B",
      "distractors": [
        "Public dispatch center",
        "No monitoring",
        "Only a printer"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Public dispatch center"
        },
        {
          "letter": "B",
          "text": "Owner’s facility monitors its own protected premises"
        },
        {
          "letter": "C",
          "text": "No monitoring"
        },
        {
          "letter": "D",
          "text": "Only a printer"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "A proprietary supervising station means:"
      }
    ],
    "id": "f51e55cd-2aae-401b-a01a-2b845d26fc22",
    "created_at": "2025-10-15T12:26:45.288722",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.128893"
  },
  {
    "question": "Remote station service means signals go:",
    "answer": "To a public fire service communications center",
    "definition": "Definition: Remote stations transmit to public communications centers.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "229",
      "stem": "Remote station service means signals go:",
      "correct": "To a public fire service communications center",
      "correct_letter": "A",
      "distractors": [
        "To a private central station",
        "Nowhere",
        "Only to a bell"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "To a public fire service communications center"
        },
        {
          "letter": "B",
          "text": "To a private central station"
        },
        {
          "letter": "C",
          "text": "Nowhere"
        },
        {
          "letter": "D",
          "text": "Only to a bell"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Remote station service means signals go:"
      }
    ],
    "id": "7e80d0c0-8817-47f7-9084-2e5e692a2c25",
    "created_at": "2025-10-15T12:26:45.288759",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.128952"
  },
  {
    "question": "Central station service means:",
    "answer": "A listed service including installation, maintenance, testing, and monitoring",
    "definition": "Definition: Central station service is a comprehensive, listed offering.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "230",
      "stem": "Central station service means:",
      "correct": "A listed service including installation, maintenance, testing, and monitoring",
      "correct_letter": "B",
      "distractors": [
        "Only monitoring",
        "Owner on call",
        "Only annual tests"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Only monitoring"
        },
        {
          "letter": "B",
          "text": "A listed service including installation, maintenance, testing, and monitoring"
        },
        {
          "letter": "C",
          "text": "Owner on call"
        },
        {
          "letter": "D",
          "text": "Only annual tests"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Central station service means:"
      }
    ],
    "id": "641d554c-d90b-41c7-a6da-c5f99ce13dfa",
    "created_at": "2025-10-15T12:26:45.288800",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.128979"
  },
  {
    "question": "During annual tests, notification must operate for at least:",
    "answer": "5 minutes",
    "definition": "Definition: Operating for five minutes helps confirm capacity and performance.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "231",
      "stem": "During annual tests, notification must operate for at least:",
      "correct": "5 minutes",
      "correct_letter": "C",
      "distractors": [
        "30 seconds",
        "1 minute",
        "No minimum"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "30 seconds"
        },
        {
          "letter": "B",
          "text": "1 minute"
        },
        {
          "letter": "C",
          "text": "5 minutes"
        },
        {
          "letter": "D",
          "text": "No minimum"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "During annual tests, notification must operate for at least:"
      }
    ],
    "id": "f73c025f-a3c8-4585-9b2c-b81a89950cea",
    "created_at": "2025-10-15T12:26:45.288954",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.129003"
  },
  {
    "question": "If a building is in partial alarm during testing, staff should:",
    "answer": "Coordinate announcements and fire watch as needed",
    "definition": "Definition: Manage occupant communication and life safety during tests.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "232",
      "stem": "If a building is in partial alarm during testing, staff should:",
      "correct": "Coordinate announcements and fire watch as needed",
      "correct_letter": "B",
      "distractors": [
        "Ignore occupants",
        "Lock doors",
        "Disable all detectors"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Ignore occupants"
        },
        {
          "letter": "B",
          "text": "Coordinate announcements and fire watch as needed"
        },
        {
          "letter": "C",
          "text": "Lock doors"
        },
        {
          "letter": "D",
          "text": "Disable all detectors"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "If a building is in partial alarm during testing, staff should:"
      }
    ],
    "id": "6120ee5c-c41b-4e7f-ba6c-670ad96980d6",
    "created_at": "2025-10-15T12:26:45.289004",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.129027"
  },
  {
    "question": "Before leaving after testing, technicians should:",
    "answer": "Restore to normal, clear troubles, and notify owner and supervising station",
    "definition": "Definition: Full restoration and notifications close out testing safely.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "233",
      "stem": "Before leaving after testing, technicians should:",
      "correct": "Restore to normal, clear troubles, and notify owner and supervising station",
      "correct_letter": "B",
      "distractors": [
        "Leave items bypassed",
        "Turn off power",
        "Remove EO Ls"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Leave items bypassed"
        },
        {
          "letter": "B",
          "text": "Restore to normal, clear troubles, and notify owner and supervising station"
        },
        {
          "letter": "C",
          "text": "Turn off power"
        },
        {
          "letter": "D",
          "text": "Remove EO Ls"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Before leaving after testing, technicians should:"
      }
    ],
    "id": "01c8c4bc-6534-48de-9ddf-de74d09e7ab1",
    "created_at": "2025-10-15T12:26:45.289039",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.129052"
  },
  {
    "question": "Point labeling should use:",
    "answer": "Clear locations and functions matching drawings",
    "definition": "Definition: Clear labeling speeds response and maintenance.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "234",
      "stem": "Point labeling should use:",
      "correct": "Clear locations and functions matching drawings",
      "correct_letter": "B",
      "distractors": [
        "Generic names",
        "Only addresses",
        "No labels"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Generic names"
        },
        {
          "letter": "B",
          "text": "Clear locations and functions matching drawings"
        },
        {
          "letter": "C",
          "text": "Only addresses"
        },
        {
          "letter": "D",
          "text": "No labels"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Point labeling should use:"
      }
    ],
    "id": "49a455b1-8fa8-483d-99ab-13b4847ea240",
    "created_at": "2025-10-15T12:26:45.289074",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.129077"
  },
  {
    "question": "Records stored at the panel should include:",
    "answer": "Record of Completion, device list, test reports, and software revision info",
    "definition": "Definition: On site records support audits and service.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "235",
      "stem": "Records stored at the panel should include:",
      "correct": "Record of Completion, device list, test reports, and software revision info",
      "correct_letter": "B",
      "distractors": [
        "Only invoices",
        "Nothing",
        "Only manuals"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Only invoices"
        },
        {
          "letter": "B",
          "text": "Record of Completion, device list, test reports, and software revision info"
        },
        {
          "letter": "C",
          "text": "Nothing"
        },
        {
          "letter": "D",
          "text": "Only manuals"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Records stored at the panel should include:"
      }
    ],
    "id": "fb8d189c-a2a6-4b0f-b037-dcafd442a436",
    "created_at": "2025-10-15T12:26:45.289107",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.129100"
  },
  {
    "question": "When adding devices to a \"NAC\", the designer should recalc:",
    "answer": "Voltage drop, current, battery capacity, and synchronization needs",
    "definition": "Definition: New loads change drop, current, and battery requirements.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "236",
      "stem": "When adding devices to a \"NAC\", the designer should recalc:",
      "correct": "Voltage drop, current, battery capacity, and synchronization needs",
      "correct_letter": "C",
      "distractors": [
        "Nothing",
        "Only battery size",
        "Only address count"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Nothing"
        },
        {
          "letter": "B",
          "text": "Only battery size"
        },
        {
          "letter": "C",
          "text": "Voltage drop, current, battery capacity, and synchronization needs"
        },
        {
          "letter": "D",
          "text": "Only address count"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "When adding devices to a \"NAC\", the designer should recalc:"
      }
    ],
    "id": "84c4535c-1199-4f38-ab3e-311358377226",
    "created_at": "2025-10-15T12:26:45.289136",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.129124"
  },
  {
    "question": "Supervisory signals indicate:",
    "answer": "Off normal conditions requiring attention",
    "definition": "Definition: Supervisory points like valve closed need correction but are not alarms.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "237",
      "stem": "Supervisory signals indicate:",
      "correct": "Off normal conditions requiring attention",
      "correct_letter": "B",
      "distractors": [
        "Immediate evacuation",
        "No action",
        "Only test mode"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Immediate evacuation"
        },
        {
          "letter": "B",
          "text": "Off normal conditions requiring attention"
        },
        {
          "letter": "C",
          "text": "No action"
        },
        {
          "letter": "D",
          "text": "Only test mode"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Supervisory signals indicate:"
      }
    ],
    "id": "0b6913dc-3925-466f-ab14-74b14363dbad",
    "created_at": "2025-10-15T12:26:45.289163",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.129148"
  },
  {
    "question": "Trouble signals indicate:",
    "answer": "A fault that may impair operation and must be addressed",
    "definition": "Definition: Trouble includes opens, shorts, grounds, or power faults.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "238",
      "stem": "Trouble signals indicate:",
      "correct": "A fault that may impair operation and must be addressed",
      "correct_letter": "B",
      "distractors": [
        "A life threatening fire",
        "No problem",
        "Sprinkler activation"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "A life threatening fire"
        },
        {
          "letter": "B",
          "text": "A fault that may impair operation and must be addressed"
        },
        {
          "letter": "C",
          "text": "No problem"
        },
        {
          "letter": "D",
          "text": "Sprinkler activation"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Trouble signals indicate:"
      }
    ],
    "id": "1312651d-bb3b-48f4-b5e7-81f57e7e3dd3",
    "created_at": "2025-10-15T12:26:45.289195",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.129210"
  },
  {
    "question": "Owner training should cover:",
    "answer": "System basics, event responses, impairments, and who to call",
    "definition": "Definition: Trained staff respond appropriately during events and maintenance.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "239",
      "stem": "Owner training should cover:",
      "correct": "System basics, event responses, impairments, and who to call",
      "correct_letter": "B",
      "distractors": [
        "Only how to silence",
        "Programming from scratch",
        "Manufacturer factory service only"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Only how to silence"
        },
        {
          "letter": "B",
          "text": "System basics, event responses, impairments, and who to call"
        },
        {
          "letter": "C",
          "text": "Programming from scratch"
        },
        {
          "letter": "D",
          "text": "Manufacturer factory service only"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Owner training should cover:"
      }
    ],
    "id": "9db97c06-34df-42c3-8868-425f41c9e0d2",
    "created_at": "2025-10-15T12:26:45.289228",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.129250"
  },
  {
    "question": "For Texas projects, documentation should also align with:",
    "answer": "Local adoption of model codes and any state or city amendments",
    "definition": "Definition: Texas jurisdictions adopt model codes with amendments; always verify local adoption and \"AHJ\" expectations. Texas Fire Alarm Technician - 400Q Master (Part 4: Questions 241-320) Aligned to: \"NFPA\" 72 (2022), \"NEC\" 70 (2020) Article 760, \"IBC\" (2021) Section 907, and \"NFPA\" 101 (2021). Audio friendly flow: Question, Options A-D, “Pause”, Answer, then a tuned Definition. Pro tip: Map the word “Pause” to a 4-6 second delay. Set voice rate to about 1.05-1.15×.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "240",
      "stem": "For Texas projects, documentation should also align with:",
      "correct": "Local adoption of model codes and any state or city amendments",
      "correct_letter": "B",
      "distractors": [
        "Random preferences",
        "Out of state rules only",
        "No code"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Random preferences"
        },
        {
          "letter": "B",
          "text": "Local adoption of model codes and any state or city amendments"
        },
        {
          "letter": "C",
          "text": "Out of state rules only"
        },
        {
          "letter": "D",
          "text": "No code"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "For Texas projects, documentation should also align with:"
      }
    ],
    "id": "192778af-e589-45f5-b778-f4418a4704d0",
    "created_at": "2025-10-15T12:26:45.289407",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.129275"
  },
  {
    "question": "Elevator Phase One recall usually sends cars to:",
    "answer": "The primary recall level per design",
    "definition": "Definition: Phase One recall returns cars to a designated primary landing; a secondary landing may be used if smoke is present at the primary. Coordinate with the sequence of operations.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "241",
      "stem": "Elevator Phase One recall usually sends cars to:",
      "correct": "The primary recall level per design",
      "correct_letter": "B",
      "distractors": [
        "The nearest floor",
        "The roof",
        "The basement only"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "The nearest floor"
        },
        {
          "letter": "B",
          "text": "The primary recall level per design"
        },
        {
          "letter": "C",
          "text": "The roof"
        },
        {
          "letter": "D",
          "text": "The basement only"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Elevator Phase One recall usually sends cars to:"
      }
    ],
    "id": "3f6d74e3-469a-4dcf-a94f-d9ac52d4d139",
    "created_at": "2025-10-15T12:26:45.289451",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.129302"
  },
  {
    "question": "Which detection typically initiates Phase One recall?",
    "answer": "Smoke detectors in elevator lobby, hoistway, or machine room as designed",
    "definition": "Definition: Smoke in designated elevator locations triggers recall; follow the engineered and approved design.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "242",
      "stem": "Which detection typically initiates Phase One recall?",
      "correct": "Smoke detectors in elevator lobby, hoistway, or machine room as designed",
      "correct_letter": "B",
      "distractors": [
        "Manual pull station",
        "Heat detector in a random corridor",
        "Waterflow"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Manual pull station"
        },
        {
          "letter": "B",
          "text": "Smoke detectors in elevator lobby, hoistway, or machine room as designed"
        },
        {
          "letter": "C",
          "text": "Heat detector in a random corridor"
        },
        {
          "letter": "D",
          "text": "Waterflow"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Which detection typically initiates Phase One recall?"
      }
    ],
    "id": "fd2058e8-9152-46b5-9f19-357f132d959f",
    "created_at": "2025-10-15T12:26:45.289486",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.129326"
  },
  {
    "question": "Elevator shunt trip, where provided by design, is usually activated by:",
    "answer": "Specific heat detection at equipment or hoistway",
    "definition": "Definition: Heat at specific locations initiates shunt trip to remove power prior to sprinkler discharge, when used by the design.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "243",
      "stem": "Elevator shunt trip, where provided by design, is usually activated by:",
      "correct": "Specific heat detection at equipment or hoistway",
      "correct_letter": "B",
      "distractors": [
        "Any detector in the building",
        "Pull stations only",
        "Return air detectors"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Any detector in the building"
        },
        {
          "letter": "B",
          "text": "Specific heat detection at equipment or hoistway"
        },
        {
          "letter": "C",
          "text": "Pull stations only"
        },
        {
          "letter": "D",
          "text": "Return air detectors"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Elevator shunt trip, where provided by design, is usually activated by:"
      }
    ],
    "id": "368bcb57-663d-4f1a-a12d-b38114f3d261",
    "created_at": "2025-10-15T12:26:45.289520",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.129352"
  },
  {
    "question": "Annunciation of elevator status should appear:",
    "answer": "At the \"FACU\" or annunciator per design",
    "definition": "Definition: Operators and responders need clear indication of recall, phase selection, and shunt status at the control/annunciator.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "244",
      "stem": "Annunciation of elevator status should appear:",
      "correct": "At the \"FACU\" or annunciator per design",
      "correct_letter": "C",
      "distractors": [
        "Nowhere",
        "Only in machine room",
        "Only inside cab"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Nowhere"
        },
        {
          "letter": "B",
          "text": "Only in machine room"
        },
        {
          "letter": "C",
          "text": "At the \"FACU\" or annunciator per design"
        },
        {
          "letter": "D",
          "text": "Only inside cab"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Annunciation of elevator status should appear:"
      }
    ],
    "id": "49e858bd-c837-4f94-ba82-ed309167aaed",
    "created_at": "2025-10-15T12:26:45.289554",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.129376"
  },
  {
    "question": "Smoke control fans for stair pressurization should:",
    "answer": "Start per the approved smoke control sequence when required",
    "definition": "Definition: Smoke control is a programmed emergency control function with documented sequence and priorities.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "245",
      "stem": "Smoke control fans for stair pressurization should:",
      "correct": "Start per the approved smoke control sequence when required",
      "correct_letter": "B",
      "distractors": [
        "Run randomly",
        "Be manual only",
        "Never start automatically"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Run randomly"
        },
        {
          "letter": "B",
          "text": "Start per the approved smoke control sequence when required"
        },
        {
          "letter": "C",
          "text": "Be manual only"
        },
        {
          "letter": "D",
          "text": "Never start automatically"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Smoke control fans for stair pressurization should:"
      }
    ],
    "id": "d2169a03-fcd6-41a6-acf0-17b26cef9ccf",
    "created_at": "2025-10-15T12:26:45.289587",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.129397"
  },
  {
    "question": "Door unlocking for egress upon alarm is a function of:",
    "answer": "The fire alarm interfacing with access control per the egress plan",
    "definition": "Definition: Fire alarm must release or unlock egress doors as required by the life safety plan and code.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "246",
      "stem": "Door unlocking for egress upon alarm is a function of:",
      "correct": "The fire alarm interfacing with access control per the egress plan",
      "correct_letter": "B",
      "distractors": [
        "Security only",
        "HV \"AC\" only",
        "Sprinkler only"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Security only"
        },
        {
          "letter": "B",
          "text": "The fire alarm interfacing with access control per the egress plan"
        },
        {
          "letter": "C",
          "text": "HV \"AC\" only"
        },
        {
          "letter": "D",
          "text": "Sprinkler only"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Door unlocking for egress upon alarm is a function of:"
      }
    ],
    "id": "b5fb0fe1-11ab-4518-a0ac-785e54aa111a",
    "created_at": "2025-10-15T12:26:45.289619",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.129461"
  },
  {
    "question": "Which sequence artifact documents inputs, outputs, priorities, and fail safe states?",
    "answer": "I slash O matrix or sequence of operations",
    "definition": "Definition: The sequence or I slash O matrix is the testing road map for all emergency control functions.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "247",
      "stem": "Which sequence artifact documents inputs, outputs, priorities, and fail safe states?",
      "correct": "I slash O matrix or sequence of operations",
      "correct_letter": "C",
      "distractors": [
        "Invoice",
        "Record of Completion",
        "Riser diagram only"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Invoice"
        },
        {
          "letter": "B",
          "text": "Record of Completion"
        },
        {
          "letter": "C",
          "text": "I slash O matrix or sequence of operations"
        },
        {
          "letter": "D",
          "text": "Riser diagram only"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Which sequence artifact documents inputs, outputs, priorities, and fail safe states?"
      }
    ],
    "id": "190f06e8-1ec4-4d4f-a6da-87fd456dc254",
    "created_at": "2025-10-15T12:26:45.289672",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.129494"
  },
  {
    "question": "Smoke control dampers should:",
    "answer": "Move to positions defined in the smoke control sequence",
    "definition": "Definition: Dampers open or close as programmed to manage smoke movement and protect egress routes.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "248",
      "stem": "Smoke control dampers should:",
      "correct": "Move to positions defined in the smoke control sequence",
      "correct_letter": "B",
      "distractors": [
        "Ignore alarms",
        "Remain open always",
        "Close only on trouble"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Ignore alarms"
        },
        {
          "letter": "B",
          "text": "Move to positions defined in the smoke control sequence"
        },
        {
          "letter": "C",
          "text": "Remain open always"
        },
        {
          "letter": "D",
          "text": "Close only on trouble"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Smoke control dampers should:"
      }
    ],
    "id": "14440ead-7c69-482f-91ed-8c6fa5a4a810",
    "created_at": "2025-10-15T12:26:45.289845",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.129519"
  },
  {
    "question": "In atria, which detection technology is commonly used?",
    "answer": "Beam or aspirating detection with zoning",
    "definition": "Definition: Large volumes benefit from beam or aspirating detection for early, wide area coverage.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "249",
      "stem": "In atria, which detection technology is commonly used?",
      "correct": "Beam or aspirating detection with zoning",
      "correct_letter": "B",
      "distractors": [
        "Only spot detectors at 8 feet",
        "Only duct detectors",
        "No detection"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Only spot detectors at 8 feet"
        },
        {
          "letter": "B",
          "text": "Beam or aspirating detection with zoning"
        },
        {
          "letter": "C",
          "text": "Only duct detectors"
        },
        {
          "letter": "D",
          "text": "No detection"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "In atria, which detection technology is commonly used?"
      }
    ],
    "id": "6fe1cfde-3eef-4546-953f-15fec5cd044d",
    "created_at": "2025-10-15T12:26:45.289887",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.129542"
  },
  {
    "question": "Pressurization setpoints and proof of airflow switches are:",
    "answer": "Part of the smoke control testing plan and sequence",
    "definition": "Definition: Pressure and flow proving ensure smoke control actually performs per design during a fire event.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "250",
      "stem": "Pressurization setpoints and proof of airflow switches are:",
      "correct": "Part of the smoke control testing plan and sequence",
      "correct_letter": "B",
      "distractors": [
        "Not required",
        "Only HV \"AC\" concerns",
        "Unrelated to fire alarm"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Not required"
        },
        {
          "letter": "B",
          "text": "Part of the smoke control testing plan and sequence"
        },
        {
          "letter": "C",
          "text": "Only HV \"AC\" concerns"
        },
        {
          "letter": "D",
          "text": "Unrelated to fire alarm"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Pressurization setpoints and proof of airflow switches are:"
      }
    ],
    "id": "345e6d5f-627e-4aff-8d31-6954da74b15a",
    "created_at": "2025-10-15T12:26:45.289921",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.129565"
  },
  {
    "question": "Firefighter telephone systems in high rise buildings require jacks:",
    "answer": "At each floor level in required exit stairways per design",
    "definition": "Definition: Two way firefighter telephone jacks provide emergency communications at stair landings on each floor.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "251",
      "stem": "Firefighter telephone systems in high rise buildings require jacks:",
      "correct": "At each floor level in required exit stairways per design",
      "correct_letter": "B",
      "distractors": [
        "Only at elevator lobbies",
        "Only at roof",
        "Only at security desk"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Only at elevator lobbies"
        },
        {
          "letter": "B",
          "text": "At each floor level in required exit stairways per design"
        },
        {
          "letter": "C",
          "text": "Only at roof"
        },
        {
          "letter": "D",
          "text": "Only at security desk"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Firefighter telephone systems in high rise buildings require jacks:"
      }
    ],
    "id": "839adeb7-2584-4e7c-b0b9-02b18aed7a4d",
    "created_at": "2025-10-15T12:26:45.289953",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.129586"
  },
  {
    "question": "Emergency communications (voice) systems must be:",
    "answer": "Intelligible in acoustically distinguishable spaces",
    "definition": "Definition: Voice messages must be understandable; verify intelligibility in required spaces.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "252",
      "stem": "Emergency communications (voice) systems must be:",
      "correct": "Intelligible in acoustically distinguishable spaces",
      "correct_letter": "B",
      "distractors": [
        "Louder than music only",
        "Only present in corridors",
        "Text only"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Louder than music only"
        },
        {
          "letter": "B",
          "text": "Intelligible in acoustically distinguishable spaces"
        },
        {
          "letter": "C",
          "text": "Only present in corridors"
        },
        {
          "letter": "D",
          "text": "Text only"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Emergency communications (voice) systems must be:"
      }
    ],
    "id": "e14793d2-82c0-486e-b886-4bb7702a3441",
    "created_at": "2025-10-15T12:26:45.289984",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.129609"
  },
  {
    "question": "Which event should pre empt non emergency paging?",
    "answer": "Fire alarm emergency messages",
    "definition": "Definition: Life safety signals take priority over non emergency audio.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "253",
      "stem": "Which event should pre empt non emergency paging?",
      "correct": "Fire alarm emergency messages",
      "correct_letter": "C",
      "distractors": [
        "Security chime",
        "Background music",
        "Doorbell tones"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Security chime"
        },
        {
          "letter": "B",
          "text": "Background music"
        },
        {
          "letter": "C",
          "text": "Fire alarm emergency messages"
        },
        {
          "letter": "D",
          "text": "Doorbell tones"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Which event should pre empt non emergency paging?"
      }
    ],
    "id": "07380578-7e55-4684-940a-5a21016d27ee",
    "created_at": "2025-10-15T12:26:45.290019",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.129650"
  },
  {
    "question": "Where should remote annunciators be located for best responder access?",
    "answer": "Near main entrances or fire command locations",
    "definition": "Definition: Placing annunciation where responders arrive speeds size up and response.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "254",
      "stem": "Where should remote annunciators be located for best responder access?",
      "correct": "Near main entrances or fire command locations",
      "correct_letter": "B",
      "distractors": [
        "Hidden offices",
        "Roof only",
        "Basement only"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Hidden offices"
        },
        {
          "letter": "B",
          "text": "Near main entrances or fire command locations"
        },
        {
          "letter": "C",
          "text": "Roof only"
        },
        {
          "letter": "D",
          "text": "Basement only"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Where should remote annunciators be located for best responder access?"
      }
    ],
    "id": "fa70bacd-7e2b-4358-bb53-425020b6741b",
    "created_at": "2025-10-15T12:26:45.290053",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.129714"
  },
  {
    "question": "Elevator hoistway smoke detector should be placed:",
    "answer": "Considering piston effect and air currents to avoid dilution",
    "definition": "Definition: Air movement affects smoke travel; avoid dead air and dilution near doors and vents.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "255",
      "stem": "Elevator hoistway smoke detector should be placed:",
      "correct": "Considering piston effect and air currents to avoid dilution",
      "correct_letter": "B",
      "distractors": [
        "Without regard to airflow",
        "At floor level",
        "On the door jamb"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Without regard to airflow"
        },
        {
          "letter": "B",
          "text": "Considering piston effect and air currents to avoid dilution"
        },
        {
          "letter": "C",
          "text": "At floor level"
        },
        {
          "letter": "D",
          "text": "On the door jamb"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Elevator hoistway smoke detector should be placed:"
      }
    ],
    "id": "a4011676-103a-47e0-a162-704bde09786e",
    "created_at": "2025-10-15T12:26:45.290086",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.129743"
  },
  {
    "question": "If shunt trip is part of the design, documentation should include:",
    "answer": "Clear heat detector locations, trip logic, and breaker details",
    "definition": "Definition: Specific detection points and the power disconnect method must be identified and tested.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "256",
      "stem": "If shunt trip is part of the design, documentation should include:",
      "correct": "Clear heat detector locations, trip logic, and breaker details",
      "correct_letter": "B",
      "distractors": [
        "Nothing",
        "Only a general note",
        "Only manufacturer brochure"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Nothing"
        },
        {
          "letter": "B",
          "text": "Clear heat detector locations, trip logic, and breaker details"
        },
        {
          "letter": "C",
          "text": "Only a general note"
        },
        {
          "letter": "D",
          "text": "Only manufacturer brochure"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "If shunt trip is part of the design, documentation should include:"
      }
    ],
    "id": "e295c8b4-e3ed-4401-b861-59507249b621",
    "created_at": "2025-10-15T12:26:45.290119",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.129769"
  },
  {
    "question": "Stair pressurization doors should:",
    "answer": "Meet opening force limits while maintaining pressure",
    "definition": "Definition: Balance pressure with door operability; verify during smoke control testing.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "257",
      "stem": "Stair pressurization doors should:",
      "correct": "Meet opening force limits while maintaining pressure",
      "correct_letter": "B",
      "distractors": [
        "Be too hard to open",
        "Remain closed always",
        "Be propped open"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Be too hard to open"
        },
        {
          "letter": "B",
          "text": "Meet opening force limits while maintaining pressure"
        },
        {
          "letter": "C",
          "text": "Remain closed always"
        },
        {
          "letter": "D",
          "text": "Be propped open"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Stair pressurization doors should:"
      }
    ],
    "id": "fde00ae3-6962-48d0-b12c-01dcea1d316f",
    "created_at": "2025-10-15T12:26:45.290285",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.129795"
  },
  {
    "question": "Smoke control ‘fail safe’ positions are:",
    "answer": "The default positions upon loss of power or control, documented in the sequence",
    "definition": "Definition: Fail safe states ensure predictable behavior if power or controls fail.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "258",
      "stem": "Smoke control ‘fail safe’ positions are:",
      "correct": "The default positions upon loss of power or control, documented in the sequence",
      "correct_letter": "B",
      "distractors": [
        "Random",
        "Always open",
        "Always closed"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Random"
        },
        {
          "letter": "B",
          "text": "The default positions upon loss of power or control, documented in the sequence"
        },
        {
          "letter": "C",
          "text": "Always open"
        },
        {
          "letter": "D",
          "text": "Always closed"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Smoke control ‘fail safe’ positions are:"
      }
    ],
    "id": "b5c84a67-daf2-4737-8ceb-1259fef9e54f",
    "created_at": "2025-10-15T12:26:45.290328",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.129820"
  },
  {
    "question": "Upon fire alarm reset, smoke control devices should:",
    "answer": "Return to normal as the sequence dictates",
    "definition": "Definition: After reset, the sequence should restore normal HV \"AC\" and position states.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "259",
      "stem": "Upon fire alarm reset, smoke control devices should:",
      "correct": "Return to normal as the sequence dictates",
      "correct_letter": "B",
      "distractors": [
        "Remain in fire mode forever",
        "Cycle randomly",
        "Disable power"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Remain in fire mode forever"
        },
        {
          "letter": "B",
          "text": "Return to normal as the sequence dictates"
        },
        {
          "letter": "C",
          "text": "Cycle randomly"
        },
        {
          "letter": "D",
          "text": "Disable power"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Upon fire alarm reset, smoke control devices should:"
      }
    ],
    "id": "1b643fcc-92c0-40b1-8f20-9969f5e2e099",
    "created_at": "2025-10-15T12:26:45.290362",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.129848"
  },
  {
    "question": "Elevator recall floor change due to smoke at the primary landing is:",
    "answer": "A secondary recall operation to an alternate floor",
    "definition": "Definition: If the primary landing has smoke, elevators recall to the secondary landing per the design.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "260",
      "stem": "Elevator recall floor change due to smoke at the primary landing is:",
      "correct": "A secondary recall operation to an alternate floor",
      "correct_letter": "B",
      "distractors": [
        "Not allowed",
        "Always manual",
        "Unrelated to fire alarm"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Not allowed"
        },
        {
          "letter": "B",
          "text": "A secondary recall operation to an alternate floor"
        },
        {
          "letter": "C",
          "text": "Always manual"
        },
        {
          "letter": "D",
          "text": "Unrelated to fire alarm"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Elevator recall floor change due to smoke at the primary landing is:"
      }
    ],
    "id": "f624fa7f-bc0e-458e-a45e-8dacbe07cafe",
    "created_at": "2025-10-15T12:26:45.290395",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.129871"
  },
  {
    "question": "Acceptance testing requires verifying:",
    "answer": "100 percent of initiating, notification, and programmed sequences",
    "definition": "Definition: Every device and control function is tested during acceptance; results are documented.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "261",
      "stem": "Acceptance testing requires verifying:",
      "correct": "100 percent of initiating, notification, and programmed sequences",
      "correct_letter": "B",
      "distractors": [
        "Only 10 percent of devices",
        "Only the loudest horn",
        "Only duct detectors"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Only 10 percent of devices"
        },
        {
          "letter": "B",
          "text": "100 percent of initiating, notification, and programmed sequences"
        },
        {
          "letter": "C",
          "text": "Only the loudest horn"
        },
        {
          "letter": "D",
          "text": "Only duct detectors"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Acceptance testing requires verifying:"
      }
    ],
    "id": "369eec9a-69f1-400a-b47d-d4f6952a90f1",
    "created_at": "2025-10-15T12:26:45.290428",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.129895"
  },
  {
    "question": "Reacceptance testing is required when:",
    "answer": "Any software change or substantial hardware change is made",
    "definition": "Definition: Program or hardware modifications require targeted or full reacceptance tests depending on the scope.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "262",
      "stem": "Reacceptance testing is required when:",
      "correct": "Any software change or substantial hardware change is made",
      "correct_letter": "A",
      "distractors": [
        "Only after paint",
        "Never",
        "Only after battery replacement"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Any software change or substantial hardware change is made"
        },
        {
          "letter": "B",
          "text": "Only after paint"
        },
        {
          "letter": "C",
          "text": "Never"
        },
        {
          "letter": "D",
          "text": "Only after battery replacement"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Reacceptance testing is required when:"
      }
    ],
    "id": "8b7e43db-7a50-4828-9916-3511a275fdc9",
    "created_at": "2025-10-15T12:26:45.290462",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.129957"
  },
  {
    "question": "Detector sensitivity testing should occur:",
    "answer": "Within a year of installation and periodically per code/listing",
    "definition": "Definition: Sensitivity must remain within the listed range; intervals may be adjusted per performance options.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "263",
      "stem": "Detector sensitivity testing should occur:",
      "correct": "Within a year of installation and periodically per code/listing",
      "correct_letter": "A",
      "distractors": [
        "Monthly",
        "Never",
        "Only if nuisance alarms occur"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Within a year of installation and periodically per code/listing"
        },
        {
          "letter": "B",
          "text": "Monthly"
        },
        {
          "letter": "C",
          "text": "Never"
        },
        {
          "letter": "D",
          "text": "Only if nuisance alarms occur"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Detector sensitivity testing should occur:"
      }
    ],
    "id": "31f78d4b-8624-4d97-a5dd-0d3185090c2a",
    "created_at": "2025-10-15T12:26:45.290497",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.129991"
  },
  {
    "question": "Cleaning a photoelectric smoke detector is best done:",
    "answer": "Per manufacturer instructions using approved methods",
    "definition": "Definition: Follow the device’s instructions to avoid damage and maintain performance.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "264",
      "stem": "Cleaning a photoelectric smoke detector is best done:",
      "correct": "Per manufacturer instructions using approved methods",
      "correct_letter": "B",
      "distractors": [
        "With compressed air only",
        "With water",
        "Not at all"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "With compressed air only"
        },
        {
          "letter": "B",
          "text": "Per manufacturer instructions using approved methods"
        },
        {
          "letter": "C",
          "text": "With water"
        },
        {
          "letter": "D",
          "text": "Not at all"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Cleaning a photoelectric smoke detector is best done:"
      }
    ],
    "id": "9d46dc6b-e1b7-45d3-a377-e773a8670dd1",
    "created_at": "2025-10-15T12:26:45.290526",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.130094"
  },
  {
    "question": "Drift compensation features:",
    "answer": "Adjust thresholds as a detector gets dirty while still requiring cleaning",
    "definition": "Definition: Compensation helps maintain sensitivity but does not replace cleaning and testing.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "265",
      "stem": "Drift compensation features:",
      "correct": "Adjust thresholds as a detector gets dirty while still requiring cleaning",
      "correct_letter": "B",
      "distractors": [
        "Eliminate all maintenance",
        "Have no effect",
        "Cause nuisance alarms"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Eliminate all maintenance"
        },
        {
          "letter": "B",
          "text": "Adjust thresholds as a detector gets dirty while still requiring cleaning"
        },
        {
          "letter": "C",
          "text": "Have no effect"
        },
        {
          "letter": "D",
          "text": "Cause nuisance alarms"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Drift compensation features:"
      }
    ],
    "id": "f235c0e0-8972-4327-adc5-814e69e43821",
    "created_at": "2025-10-15T12:26:45.290554",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.130154"
  },
  {
    "question": "A system left in bypass after testing should be:",
    "answer": "Restored to normal with all bypasses cleared and notifications sent",
    "definition": "Definition: Full restoration and notifications close out testing safely.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "266",
      "stem": "A system left in bypass after testing should be:",
      "correct": "Restored to normal with all bypasses cleared and notifications sent",
      "correct_letter": "B",
      "distractors": [
        "Left for convenience",
        "Ignored",
        "Silenced only"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Left for convenience"
        },
        {
          "letter": "B",
          "text": "Restored to normal with all bypasses cleared and notifications sent"
        },
        {
          "letter": "C",
          "text": "Ignored"
        },
        {
          "letter": "D",
          "text": "Silenced only"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "A system left in bypass after testing should be:"
      }
    ],
    "id": "44cb063c-e4ee-413d-8f4c-f0de5d806e10",
    "created_at": "2025-10-15T12:26:45.290729",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.130182"
  },
  {
    "question": "Battery tests should be performed:",
    "answer": "Under load at regular intervals per code and manufacturer",
    "definition": "Definition: Load testing reveals capacity; follow code and manufacturer schedules.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "267",
      "stem": "Battery tests should be performed:",
      "correct": "Under load at regular intervals per code and manufacturer",
      "correct_letter": "B",
      "distractors": [
        "Only when a problem occurs",
        "Never",
        "At five year only"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Only when a problem occurs"
        },
        {
          "letter": "B",
          "text": "Under load at regular intervals per code and manufacturer"
        },
        {
          "letter": "C",
          "text": "Never"
        },
        {
          "letter": "D",
          "text": "At five year only"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Battery tests should be performed:"
      }
    ],
    "id": "2dbcb9f0-c44b-48a3-90a2-c45e84668ec4",
    "created_at": "2025-10-15T12:26:45.290773",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.130230"
  },
  {
    "question": "Records of completion and test reports should be kept:",
    "answer": "On site and available for the \"AHJ\"",
    "definition": "Definition: Maintain on site documentation for audits, maintenance, and modifications.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "268",
      "stem": "Records of completion and test reports should be kept:",
      "correct": "On site and available for the \"AHJ\"",
      "correct_letter": "B",
      "distractors": [
        "Off site only",
        "Discarded after a week",
        "At the installer only"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Off site only"
        },
        {
          "letter": "B",
          "text": "On site and available for the \"AHJ\""
        },
        {
          "letter": "C",
          "text": "Discarded after a week"
        },
        {
          "letter": "D",
          "text": "At the installer only"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Records of completion and test reports should be kept:"
      }
    ],
    "id": "76815026-a082-4504-a38f-aa2ca4a32538",
    "created_at": "2025-10-15T12:26:45.290806",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.130308"
  },
  {
    "question": "When devices are added to a \"NAC\", you must recalc:",
    "answer": "Voltage drop, current, and battery capacity",
    "definition": "Definition: New loads impact voltage and capacity; update calculations and documentation.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "269",
      "stem": "When devices are added to a \"NAC\", you must recalc:",
      "correct": "Voltage drop, current, and battery capacity",
      "correct_letter": "B",
      "distractors": [
        "Nothing",
        "Only addresses",
        "Only wire color"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Nothing"
        },
        {
          "letter": "B",
          "text": "Voltage drop, current, and battery capacity"
        },
        {
          "letter": "C",
          "text": "Only addresses"
        },
        {
          "letter": "D",
          "text": "Only wire color"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "When devices are added to a \"NAC\", you must recalc:"
      }
    ],
    "id": "ed454ddf-0491-437a-b56a-0600dae1f1b0",
    "created_at": "2025-10-15T12:26:45.290841",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.130341"
  },
  {
    "question": "A documented fire watch is required when:",
    "answer": "The system is impaired or out of service per policy/code",
    "definition": "Definition: Impairments that remove protection require temporary measures and notifications.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "270",
      "stem": "A documented fire watch is required when:",
      "correct": "The system is impaired or out of service per policy/code",
      "correct_letter": "A",
      "distractors": [
        "A speaker is slightly low",
        "The owner requests music",
        "A horn is dusty"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "The system is impaired or out of service per policy/code"
        },
        {
          "letter": "B",
          "text": "A speaker is slightly low"
        },
        {
          "letter": "C",
          "text": "The owner requests music"
        },
        {
          "letter": "D",
          "text": "A horn is dusty"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "A documented fire watch is required when:"
      }
    ],
    "id": "056f843e-47e7-4451-be22-f3f5977384cb",
    "created_at": "2025-10-15T12:26:45.290872",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.130431"
  },
  {
    "question": "Visual inspection frequencies for many devices are:",
    "answer": "Monthly or quarterly depending on device type",
    "definition": "Definition: Visual inspections catch obvious issues; frequencies vary by component.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "271",
      "stem": "Visual inspection frequencies for many devices are:",
      "correct": "Monthly or quarterly depending on device type",
      "correct_letter": "B",
      "distractors": [
        "Weekly only",
        "Never required",
        "Every ten years"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Weekly only"
        },
        {
          "letter": "B",
          "text": "Monthly or quarterly depending on device type"
        },
        {
          "letter": "C",
          "text": "Never required"
        },
        {
          "letter": "D",
          "text": "Every ten years"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Visual inspection frequencies for many devices are:"
      }
    ],
    "id": "46d0cd8a-4cb7-4d5c-b995-81409b3b11c9",
    "created_at": "2025-10-15T12:26:45.290905",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.130528"
  },
  {
    "question": "Sprinkler supervisory and waterflow test frequency commonly is:",
    "answer": "Quarterly functional tests",
    "definition": "Definition: Valve supervisory and waterflow switches are often tested quarterly.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "272",
      "stem": "Sprinkler supervisory and waterflow test frequency commonly is:",
      "correct": "Quarterly functional tests",
      "correct_letter": "B",
      "distractors": [
        "Monthly",
        "Every ten years",
        "Only at acceptance"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Monthly"
        },
        {
          "letter": "B",
          "text": "Quarterly functional tests"
        },
        {
          "letter": "C",
          "text": "Every ten years"
        },
        {
          "letter": "D",
          "text": "Only at acceptance"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Sprinkler supervisory and waterflow test frequency commonly is:"
      }
    ],
    "id": "36879111-d234-4f75-bd35-6e3e47d2f24f",
    "created_at": "2025-10-15T12:26:45.290938",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.130577"
  },
  {
    "question": "After panel firmware updates, you should:",
    "answer": "Perform targeted reacceptance tests of affected features",
    "definition": "Definition: Software changes can alter behavior; verify functions impacted by the update.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "273",
      "stem": "After panel firmware updates, you should:",
      "correct": "Perform targeted reacceptance tests of affected features",
      "correct_letter": "B",
      "distractors": [
        "Skip tests",
        "Replace all devices",
        "Do nothing"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Skip tests"
        },
        {
          "letter": "B",
          "text": "Perform targeted reacceptance tests of affected features"
        },
        {
          "letter": "C",
          "text": "Replace all devices"
        },
        {
          "letter": "D",
          "text": "Do nothing"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "After panel firmware updates, you should:"
      }
    ],
    "id": "09c33868-1ac3-4fa7-9c34-fb67578e6f06",
    "created_at": "2025-10-15T12:26:45.290970",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.130604"
  },
  {
    "question": "Device labeling should:",
    "answer": "Match drawings with clear locations and functions",
    "definition": "Definition: Clear point text speeds response and reduces errors.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "274",
      "stem": "Device labeling should:",
      "correct": "Match drawings with clear locations and functions",
      "correct_letter": "B",
      "distractors": [
        "Use vague names",
        "Use addresses only",
        "Be skipped"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Use vague names"
        },
        {
          "letter": "B",
          "text": "Match drawings with clear locations and functions"
        },
        {
          "letter": "C",
          "text": "Use addresses only"
        },
        {
          "letter": "D",
          "text": "Be skipped"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Device labeling should:"
      }
    ],
    "id": "ec283854-1d61-4524-ac10-3c1260c1325e",
    "created_at": "2025-10-15T12:26:45.291001",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.130661"
  },
  {
    "question": "Baseline measurements for speakers include:",
    "answer": "Intelligibility metrics where required plus SPL data",
    "definition": "Definition: Capture both level and intelligibility baselines for future comparisons.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "275",
      "stem": "Baseline measurements for speakers include:",
      "correct": "Intelligibility metrics where required plus SPL data",
      "correct_letter": "B",
      "distractors": [
        "Only dB level",
        "Only voltage",
        "Only color"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Only dB level"
        },
        {
          "letter": "B",
          "text": "Intelligibility metrics where required plus SPL data"
        },
        {
          "letter": "C",
          "text": "Only voltage"
        },
        {
          "letter": "D",
          "text": "Only color"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Baseline measurements for speakers include:"
      }
    ],
    "id": "90c5f374-25a8-445d-92d4-85b0a1b6916e",
    "created_at": "2025-10-15T12:26:45.291154",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.130687"
  },
  {
    "question": "If a duct detector sampling tube is reversed, you may see:",
    "answer": "Weak or no response to smoke tests",
    "definition": "Definition: Orientation matters; reversed tubes fail to sample correctly.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "276",
      "stem": "If a duct detector sampling tube is reversed, you may see:",
      "correct": "Weak or no response to smoke tests",
      "correct_letter": "B",
      "distractors": [
        "Normal operation",
        "Better sensitivity",
        "Higher airflow"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Normal operation"
        },
        {
          "letter": "B",
          "text": "Weak or no response to smoke tests"
        },
        {
          "letter": "C",
          "text": "Better sensitivity"
        },
        {
          "letter": "D",
          "text": "Higher airflow"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "If a duct detector sampling tube is reversed, you may see:"
      }
    ],
    "id": "e1f182d6-7041-44b2-90c5-49102db7e840",
    "created_at": "2025-10-15T12:26:45.291219",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.130708"
  },
  {
    "question": "When replacing sealed lead acid batteries, select:",
    "answer": "Listed type with matching voltage and amp hour rating",
    "definition": "Definition: Use listed, matching batteries and record the installation date.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "277",
      "stem": "When replacing sealed lead acid batteries, select:",
      "correct": "Listed type with matching voltage and amp hour rating",
      "correct_letter": "B",
      "distractors": [
        "Any car battery",
        "Smaller capacity to save cost",
        "Mix different ages"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Any car battery"
        },
        {
          "letter": "B",
          "text": "Listed type with matching voltage and amp hour rating"
        },
        {
          "letter": "C",
          "text": "Smaller capacity to save cost"
        },
        {
          "letter": "D",
          "text": "Mix different ages"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "When replacing sealed lead acid batteries, select:"
      }
    ],
    "id": "e748398c-4643-4571-b83e-54e5141a139a",
    "created_at": "2025-10-15T12:26:45.291263",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.130748"
  },
  {
    "question": "Documentation updates are required when:",
    "answer": "Devices are added, removed, or reprogrammed",
    "definition": "Definition: Keep as builts and records current to reflect system changes.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "278",
      "stem": "Documentation updates are required when:",
      "correct": "Devices are added, removed, or reprogrammed",
      "correct_letter": "B",
      "distractors": [
        "Nothing changes",
        "Batteries are charged",
        "Labels are wiped"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Nothing changes"
        },
        {
          "letter": "B",
          "text": "Devices are added, removed, or reprogrammed"
        },
        {
          "letter": "C",
          "text": "Batteries are charged"
        },
        {
          "letter": "D",
          "text": "Labels are wiped"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Documentation updates are required when:"
      }
    ],
    "id": "29ba0943-2f21-4858-8a78-c09ea8d5274d",
    "created_at": "2025-10-15T12:26:45.291299",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.130772"
  },
  {
    "question": "Owner training should include:",
    "answer": "Event response, impairments, restoration, and who to notify",
    "definition": "Definition: Trained owners manage events and testing safely.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "279",
      "stem": "Owner training should include:",
      "correct": "Event response, impairments, restoration, and who to notify",
      "correct_letter": "B",
      "distractors": [
        "Only how to silence",
        "Programming from scratch always",
        "No training"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Only how to silence"
        },
        {
          "letter": "B",
          "text": "Event response, impairments, restoration, and who to notify"
        },
        {
          "letter": "C",
          "text": "Programming from scratch always"
        },
        {
          "letter": "D",
          "text": "No training"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Owner training should include:"
      }
    ],
    "id": "65d091d3-c709-4d46-979c-d13739d3a129",
    "created_at": "2025-10-15T12:26:45.291334",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.130856"
  },
  {
    "question": "During testing, communicating with occupants is:",
    "answer": "Important for safety; use announcements and signage",
    "definition": "Definition: Clear communication prevents panic and ensures safe operations during tests.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "280",
      "stem": "During testing, communicating with occupants is:",
      "correct": "Important for safety; use announcements and signage",
      "correct_letter": "B",
      "distractors": [
        "Not needed",
        "Prohibited",
        "Only done after tests"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Not needed"
        },
        {
          "letter": "B",
          "text": "Important for safety; use announcements and signage"
        },
        {
          "letter": "C",
          "text": "Prohibited"
        },
        {
          "letter": "D",
          "text": "Only done after tests"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "During testing, communicating with occupants is:"
      }
    ],
    "id": "e0284efa-77fb-4413-8880-d99364ee68ac",
    "created_at": "2025-10-15T12:26:45.291367",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.130889"
  },
  {
    "question": "A 24 \"VDC\" circuit at 2.0 amps over long 18 \"AWG\" runs risks:",
    "answer": "Low end of line voltage and dim strobes",
    "definition": "Definition: High current on small gauge wire increases voltage drop; end devices may underperform.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "281",
      "stem": "A 24 \"VDC\" circuit at 2.0 amps over long 18 \"AWG\" runs risks:",
      "correct": "Low end of line voltage and dim strobes",
      "correct_letter": "B",
      "distractors": [
        "Overvoltage at devices",
        "Zero drop",
        "No effect"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Overvoltage at devices"
        },
        {
          "letter": "B",
          "text": "Low end of line voltage and dim strobes"
        },
        {
          "letter": "C",
          "text": "Zero drop"
        },
        {
          "letter": "D",
          "text": "No effect"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "A 24 \"VDC\" circuit at 2.0 amps over long 18 \"AWG\" runs risks:"
      }
    ],
    "id": "5c4a91f5-3d9a-4b6a-8533-c8b0270b2878",
    "created_at": "2025-10-15T12:26:45.291398",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.130978"
  },
  {
    "question": "Reducing current draw on a \"NAC\" will:",
    "answer": "Decrease voltage drop and improve end of line voltage",
    "definition": "Definition: Drop equals current times resistance; less current means less voltage loss.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "282",
      "stem": "Reducing current draw on a \"NAC\" will:",
      "correct": "Decrease voltage drop and improve end of line voltage",
      "correct_letter": "B",
      "distractors": [
        "Increase voltage drop",
        "Have no effect",
        "Damage the panel"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Increase voltage drop"
        },
        {
          "letter": "B",
          "text": "Decrease voltage drop and improve end of line voltage"
        },
        {
          "letter": "C",
          "text": "Have no effect"
        },
        {
          "letter": "D",
          "text": "Damage the panel"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Reducing current draw on a \"NAC\" will:"
      }
    ],
    "id": "4a263512-618e-4c27-8774-dd57b8342b90",
    "created_at": "2025-10-15T12:26:45.291432",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.131005"
  },
  {
    "question": "If total speaker taps equal 42 watts on a 50 watt amplifier, you have:",
    "answer": "Headroom to avoid clipping",
    "definition": "Definition: Operating below rated watts leaves margin for peaks and intelligibility.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "283",
      "stem": "If total speaker taps equal 42 watts on a 50 watt amplifier, you have:",
      "correct": "Headroom to avoid clipping",
      "correct_letter": "A",
      "distractors": [
        "Overload",
        "Exactly maxed out",
        "Insufficient level always"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Headroom to avoid clipping"
        },
        {
          "letter": "B",
          "text": "Overload"
        },
        {
          "letter": "C",
          "text": "Exactly maxed out"
        },
        {
          "letter": "D",
          "text": "Insufficient level always"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "If total speaker taps equal 42 watts on a 50 watt amplifier, you have:"
      }
    ],
    "id": "1e5e46d9-0ff3-42af-9093-53a94ac8dd0f",
    "created_at": "2025-10-15T12:26:45.291464",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.131028"
  },
  {
    "question": "If a device requires 16-33 V and receives 14.8 V at the \"EOL\" under alarm, it is:",
    "answer": "Below range and may malfunction",
    "definition": "Definition: Keep worst case voltage within the listed operating window.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "284",
      "stem": "If a device requires 16-33 V and receives 14.8 V at the \"EOL\" under alarm, it is:",
      "correct": "Below range and may malfunction",
      "correct_letter": "B",
      "distractors": [
        "Within range",
        "Too high",
        "Unaffected"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Within range"
        },
        {
          "letter": "B",
          "text": "Below range and may malfunction"
        },
        {
          "letter": "C",
          "text": "Too high"
        },
        {
          "letter": "D",
          "text": "Unaffected"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "If a device requires 16-33 V and receives 14.8 V at the \"EOL\" under alarm, it is:"
      }
    ],
    "id": "c377ea60-803e-4940-a7fc-88058d527db8",
    "created_at": "2025-10-15T12:26:45.291615",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.131052"
  },
  {
    "question": "Wire resistance decreases when:",
    "answer": "Gauge size increases (thicker wire)",
    "definition": "Definition: Larger diameter conductors have lower resistance per foot.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "285",
      "stem": "Wire resistance decreases when:",
      "correct": "Gauge size increases (thicker wire)",
      "correct_letter": "B",
      "distractors": [
        "Gauge number increases",
        "Temperature rises",
        "Splices loosen"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Gauge number increases"
        },
        {
          "letter": "B",
          "text": "Gauge size increases (thicker wire)"
        },
        {
          "letter": "C",
          "text": "Temperature rises"
        },
        {
          "letter": "D",
          "text": "Splices loosen"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Wire resistance decreases when:"
      }
    ],
    "id": "e5eb0933-2f62-457c-ab5f-c2225f06c735",
    "created_at": "2025-10-15T12:26:45.291677",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.131076"
  },
  {
    "question": "Two 12 V, 12 Ah batteries in series create:",
    "answer": "24 V, 12 Ah",
    "definition": "Definition: Series adds voltage, amp hour stays the same.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "286",
      "stem": "Two 12 V, 12 Ah batteries in series create:",
      "correct": "24 V, 12 Ah",
      "correct_letter": "B",
      "distractors": [
        "12 V, 24 Ah",
        "24 V, 24 Ah",
        "12 V, 12 Ah"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "12 V, 24 Ah"
        },
        {
          "letter": "B",
          "text": "24 V, 12 Ah"
        },
        {
          "letter": "C",
          "text": "24 V, 24 Ah"
        },
        {
          "letter": "D",
          "text": "12 V, 12 Ah"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Two 12 V, 12 Ah batteries in series create:"
      }
    ],
    "id": "68650d19-3b67-43de-b308-a9cd9649bfda",
    "created_at": "2025-10-15T12:26:45.291708",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.131098"
  },
  {
    "question": "Two 12 V, 12 Ah batteries in parallel create:",
    "answer": "12 V, 24 Ah",
    "definition": "Definition: Parallel adds capacity, voltage stays the same.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "287",
      "stem": "Two 12 V, 12 Ah batteries in parallel create:",
      "correct": "12 V, 24 Ah",
      "correct_letter": "A",
      "distractors": [
        "24 V, 12 Ah",
        "24 V, 24 Ah",
        "12 V, 6 Ah"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "12 V, 24 Ah"
        },
        {
          "letter": "B",
          "text": "24 V, 12 Ah"
        },
        {
          "letter": "C",
          "text": "24 V, 24 Ah"
        },
        {
          "letter": "D",
          "text": "12 V, 6 Ah"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Two 12 V, 12 Ah batteries in parallel create:"
      }
    ],
    "id": "c24e704b-2f21-450f-85bf-f342b7412f52",
    "created_at": "2025-10-15T12:26:45.291738",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.131121"
  },
  {
    "question": "A corridor of 9 feet width allows spot smoke detectors approximately every:",
    "answer": "41 feet",
    "definition": "Definition: Narrow corridors often use about forty one feet spacing; confirm with listings.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "288",
      "stem": "A corridor of 9 feet width allows spot smoke detectors approximately every:",
      "correct": "41 feet",
      "correct_letter": "C",
      "distractors": [
        "15 feet",
        "30 feet",
        "60 feet"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "15 feet"
        },
        {
          "letter": "B",
          "text": "30 feet"
        },
        {
          "letter": "C",
          "text": "41 feet"
        },
        {
          "letter": "D",
          "text": "60 feet"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "A corridor of 9 feet width allows spot smoke detectors approximately every:"
      }
    ],
    "id": "c426e3ef-8545-45b3-bdef-937e53ea9b5a",
    "created_at": "2025-10-15T12:26:45.291768",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.131206"
  },
  {
    "question": "Voltage drop can be reduced by:",
    "answer": "Larger wire or distributed supplies",
    "definition": "Definition: Larger gauge or shorter runs cut resistance and drop.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "289",
      "stem": "Voltage drop can be reduced by:",
      "correct": "Larger wire or distributed supplies",
      "correct_letter": "C",
      "distractors": [
        "Longer runs",
        "Smaller wire",
        "More splices"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Longer runs"
        },
        {
          "letter": "B",
          "text": "Smaller wire"
        },
        {
          "letter": "C",
          "text": "Larger wire or distributed supplies"
        },
        {
          "letter": "D",
          "text": "More splices"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Voltage drop can be reduced by:"
      }
    ],
    "id": "be6b596f-81db-47b0-b282-9eaa2fd05238",
    "created_at": "2025-10-15T12:26:45.291799",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.131240"
  },
  {
    "question": "If a \"NAC\" draws 2.5 amps and wire loop resistance is 3 ohms, the drop is:",
    "answer": "7.5 volts",
    "definition": "Definition: V equals I times R. 2.5 times 3 equals 7.5 volts drop.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "290",
      "stem": "If a \"NAC\" draws 2.5 amps and wire loop resistance is 3 ohms, the drop is:",
      "correct": "7.5 volts",
      "correct_letter": "A",
      "distractors": [
        "6.0 volts",
        "3.0 volts",
        "1.2 volts"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "7.5 volts"
        },
        {
          "letter": "B",
          "text": "6.0 volts"
        },
        {
          "letter": "C",
          "text": "3.0 volts"
        },
        {
          "letter": "D",
          "text": "1.2 volts"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "If a \"NAC\" draws 2.5 amps and wire loop resistance is 3 ohms, the drop is:"
      }
    ],
    "id": "ffcc78b4-ff3a-4aa2-8837-7504f44da725",
    "created_at": "2025-10-15T12:26:45.291830",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.131273"
  },
  {
    "question": "A 24 V system with 7.5 V drop delivers to end devices about:",
    "answer": "16.5 V",
    "definition": "Definition: 24 minus 7.5 equals 16.5 volts at the end.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "291",
      "stem": "A 24 V system with 7.5 V drop delivers to end devices about:",
      "correct": "16.5 V",
      "correct_letter": "C",
      "distractors": [
        "31.5 V",
        "24.0 V",
        "7.5 V"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "31.5 V"
        },
        {
          "letter": "B",
          "text": "24.0 V"
        },
        {
          "letter": "C",
          "text": "16.5 V"
        },
        {
          "letter": "D",
          "text": "7.5 V"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "A 24 V system with 7.5 V drop delivers to end devices about:"
      }
    ],
    "id": "12224165-6a6b-4f79-941a-9db92706b51f",
    "created_at": "2025-10-15T12:26:45.291859",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.131298"
  },
  {
    "question": "If battery standby current is 0.25 amps for 24 hours, amp hours needed for standby are:",
    "answer": "6.0 Ah",
    "definition": "Definition: 0.25 times 24 equals 6.0 amp hours before alarm allowance and derating.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "292",
      "stem": "If battery standby current is 0.25 amps for 24 hours, amp hours needed for standby are:",
      "correct": "6.0 Ah",
      "correct_letter": "C",
      "distractors": [
        "0.25 Ah",
        "1.0 Ah",
        "24 Ah"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "0.25 Ah"
        },
        {
          "letter": "B",
          "text": "1.0 Ah"
        },
        {
          "letter": "C",
          "text": "6.0 Ah"
        },
        {
          "letter": "D",
          "text": "24 Ah"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "If battery standby current is 0.25 amps for 24 hours, amp hours needed for standby are:"
      }
    ],
    "id": "3cd4fe71-0488-40d0-a371-8ba3204205ed",
    "created_at": "2025-10-15T12:26:45.291888",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.131320"
  },
  {
    "question": "Adding alarm load of 3.0 amps for 15 minutes adds approximately:",
    "answer": "0.75 Ah",
    "definition": "Definition: 3.0 amps times 0.25 hours equals 0.75 amp hours.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "293",
      "stem": "Adding alarm load of 3.0 amps for 15 minutes adds approximately:",
      "correct": "0.75 Ah",
      "correct_letter": "A",
      "distractors": [
        "1.25 Ah",
        "0.5 Ah",
        "2.0 Ah"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "0.75 Ah"
        },
        {
          "letter": "B",
          "text": "1.25 Ah"
        },
        {
          "letter": "C",
          "text": "0.5 Ah"
        },
        {
          "letter": "D",
          "text": "2.0 Ah"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Adding alarm load of 3.0 amps for 15 minutes adds approximately:"
      }
    ],
    "id": "87b8d4ce-1fde-4adb-9c6f-98e3005ad951",
    "created_at": "2025-10-15T12:26:45.291920",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.131344"
  },
  {
    "question": "Total from and before derating is:",
    "answer": "6.75 Ah",
    "definition": "Definition: 6.0 plus 0.75 equals 6.75 amp hours required minimum before safety margin.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "294",
      "stem": "Total from and before derating is:",
      "correct": "6.75 Ah",
      "correct_letter": "A",
      "distractors": [
        "6.0 Ah",
        "0.75 Ah",
        "7.5 Ah"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "6.75 Ah"
        },
        {
          "letter": "B",
          "text": "6.0 Ah"
        },
        {
          "letter": "C",
          "text": "0.75 Ah"
        },
        {
          "letter": "D",
          "text": "7.5 Ah"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Total from and before derating is:"
      }
    ],
    "id": "42e0bb72-5e1e-49f1-bff4-1eafa628e805",
    "created_at": "2025-10-15T12:26:45.292081",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.131365"
  },
  {
    "question": "If a designer applies 20 percent margin to 6.75 Ah, the selected battery should be at least:",
    "answer": "8.1 Ah",
    "definition": "Definition: 6.75 times 1.2 equals 8.1 amp hours.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "295",
      "stem": "If a designer applies 20 percent margin to 6.75 Ah, the selected battery should be at least:",
      "correct": "8.1 Ah",
      "correct_letter": "C",
      "distractors": [
        "6.75 Ah",
        "7.5 Ah",
        "10 Ah"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "6.75 Ah"
        },
        {
          "letter": "B",
          "text": "7.5 Ah"
        },
        {
          "letter": "C",
          "text": "8.1 Ah"
        },
        {
          "letter": "D",
          "text": "10 Ah"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "If a designer applies 20 percent margin to 6.75 Ah, the selected battery should be at least:"
      }
    ],
    "id": "6df2e466-513d-48bf-bbdc-4a9acb7b1718",
    "created_at": "2025-10-15T12:26:45.292123",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.131387"
  },
  {
    "question": "Addressable loop isolators primarily protect against:",
    "answer": "Short circuits",
    "definition": "Definition: Isolators segment shorts so other sections remain operational.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "296",
      "stem": "Addressable loop isolators primarily protect against:",
      "correct": "Short circuits",
      "correct_letter": "B",
      "distractors": [
        "Opens",
        "Overvoltage only",
        "Brownouts"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Opens"
        },
        {
          "letter": "B",
          "text": "Short circuits"
        },
        {
          "letter": "C",
          "text": "Overvoltage only"
        },
        {
          "letter": "D",
          "text": "Brownouts"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Addressable loop isolators primarily protect against:"
      }
    ],
    "id": "2b6357b2-40a9-446a-97fe-8c37ecad73f2",
    "created_at": "2025-10-15T12:26:45.292156",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.131408"
  },
  {
    "question": "A listed synchronized strobe system prevents:",
    "answer": "Out of phase flashes in the same field of view",
    "definition": "Definition: Sync aligns flashes to maintain clear visual cues.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "297",
      "stem": "A listed synchronized strobe system prevents:",
      "correct": "Out of phase flashes in the same field of view",
      "correct_letter": "C",
      "distractors": [
        "High candela",
        "Low candela",
        "Wiring errors"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "High candela"
        },
        {
          "letter": "B",
          "text": "Low candela"
        },
        {
          "letter": "C",
          "text": "Out of phase flashes in the same field of view"
        },
        {
          "letter": "D",
          "text": "Wiring errors"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "A listed synchronized strobe system prevents:"
      }
    ],
    "id": "86b8c300-369b-466d-b7ad-f09db74598ac",
    "created_at": "2025-10-15T12:26:45.292189",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.131433"
  },
  {
    "question": "A common cause of unexpected voltage loss is:",
    "answer": "Loose or corroded connections",
    "definition": "Definition: Poor terminations add resistance and heat, increasing voltage drop.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "298",
      "stem": "A common cause of unexpected voltage loss is:",
      "correct": "Loose or corroded connections",
      "correct_letter": "B",
      "distractors": [
        "Clean terminations",
        "Proper wire size",
        "Short runs"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Clean terminations"
        },
        {
          "letter": "B",
          "text": "Loose or corroded connections"
        },
        {
          "letter": "C",
          "text": "Proper wire size"
        },
        {
          "letter": "D",
          "text": "Short runs"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "A common cause of unexpected voltage loss is:"
      }
    ],
    "id": "46dddd6d-4a5c-44d4-a590-be7bed9c8c7f",
    "created_at": "2025-10-15T12:26:45.292220",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.131495"
  },
  {
    "question": "Speaker circuits for voice systems should be designed for:",
    "answer": "Some headroom and intelligibility targets",
    "definition": "Definition: Headroom plus intelligibility metrics ensure messages are understood.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "299",
      "stem": "Speaker circuits for voice systems should be designed for:",
      "correct": "Some headroom and intelligibility targets",
      "correct_letter": "B",
      "distractors": [
        "Minimal headroom",
        "Random tap settings",
        "Only SPL without clarity"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Minimal headroom"
        },
        {
          "letter": "B",
          "text": "Some headroom and intelligibility targets"
        },
        {
          "letter": "C",
          "text": "Random tap settings"
        },
        {
          "letter": "D",
          "text": "Only SPL without clarity"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Speaker circuits for voice systems should be designed for:"
      }
    ],
    "id": "2dc3aa91-40b5-4d6e-b28e-464ab1c236ac",
    "created_at": "2025-10-15T12:26:45.292255",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.131528"
  },
  {
    "question": "Distributed power supplies must be:",
    "answer": "Listed for fire alarm and supervised for faults",
    "definition": "Definition: Listed, supervised supplies ensure faults are detected and reported.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "300",
      "stem": "Distributed power supplies must be:",
      "correct": "Listed for fire alarm and supervised for faults",
      "correct_letter": "B",
      "distractors": [
        "Any \"DC\" supply",
        "Hidden receptacles",
        "Battery only"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Any \"DC\" supply"
        },
        {
          "letter": "B",
          "text": "Listed for fire alarm and supervised for faults"
        },
        {
          "letter": "C",
          "text": "Hidden receptacles"
        },
        {
          "letter": "D",
          "text": "Battery only"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Distributed power supplies must be:"
      }
    ],
    "id": "e9247007-3ecc-4ca5-abae-ad1c28ca5aca",
    "created_at": "2025-10-15T12:26:45.292282",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.131553"
  },
  {
    "question": "Combination fire and carbon monoxide systems must provide:",
    "answer": "Distinct patterns and indicators for each hazard",
    "definition": "Definition: Temporal 3 versus Temporal 4 and distinct labeling help occupants take correct actions.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "301",
      "stem": "Combination fire and carbon monoxide systems must provide:",
      "correct": "Distinct patterns and indicators for each hazard",
      "correct_letter": "B",
      "distractors": [
        "Same tones",
        "Only visible alarms",
        "Only voice"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Same tones"
        },
        {
          "letter": "B",
          "text": "Distinct patterns and indicators for each hazard"
        },
        {
          "letter": "C",
          "text": "Only visible alarms"
        },
        {
          "letter": "D",
          "text": "Only voice"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Combination fire and carbon monoxide systems must provide:"
      }
    ],
    "id": "33c5c443-a146-4aee-98c4-6507404f5ea7",
    "created_at": "2025-10-15T12:26:45.292307",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.131576"
  },
  {
    "question": "For sleeping rooms with combination detection, preferred audible for fire is:",
    "answer": "Low frequency 520 hertz Temporal 3",
    "definition": "Definition: Low frequency 520 hertz at T 3 improves awakening.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "302",
      "stem": "For sleeping rooms with combination detection, preferred audible for fire is:",
      "correct": "Low frequency 520 hertz Temporal 3",
      "correct_letter": "B",
      "distractors": [
        "High frequency 3 kilohertz",
        "Any tone",
        "Continuous beeps"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "High frequency 3 kilohertz"
        },
        {
          "letter": "B",
          "text": "Low frequency 520 hertz Temporal 3"
        },
        {
          "letter": "C",
          "text": "Any tone"
        },
        {
          "letter": "D",
          "text": "Continuous beeps"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "For sleeping rooms with combination detection, preferred audible for fire is:"
      }
    ],
    "id": "b5af4fc1-7d3d-48f5-b338-b077370ab28a",
    "created_at": "2025-10-15T12:26:45.292332",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.131600"
  },
  {
    "question": "Supervisory signals indicate:",
    "answer": "Off normal conditions needing attention, such as valve closed",
    "definition": "Definition: Supervisory points prompt corrective action but are not alarms.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "303",
      "stem": "Supervisory signals indicate:",
      "correct": "Off normal conditions needing attention, such as valve closed",
      "correct_letter": "B",
      "distractors": [
        "Immediate evacuation",
        "No action",
        "Trouble only"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Immediate evacuation"
        },
        {
          "letter": "B",
          "text": "Off normal conditions needing attention, such as valve closed"
        },
        {
          "letter": "C",
          "text": "No action"
        },
        {
          "letter": "D",
          "text": "Trouble only"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Supervisory signals indicate:"
      }
    ],
    "id": "0f34a60f-c67e-4089-9e8d-7c5f235b1c73",
    "created_at": "2025-10-15T12:26:45.292357",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.131625"
  },
  {
    "question": "Trouble signals indicate:",
    "answer": "A fault that could impair operation",
    "definition": "Definition: Trouble includes opens, grounds, power faults, and device failures.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "304",
      "stem": "Trouble signals indicate:",
      "correct": "A fault that could impair operation",
      "correct_letter": "B",
      "distractors": [
        "A fire",
        "An evacuation order",
        "Waterflow"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "A fire"
        },
        {
          "letter": "B",
          "text": "A fault that could impair operation"
        },
        {
          "letter": "C",
          "text": "An evacuation order"
        },
        {
          "letter": "D",
          "text": "Waterflow"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Trouble signals indicate:"
      }
    ],
    "id": "f5c6eb8b-4646-481b-82d9-df3f9cd1ed07",
    "created_at": "2025-10-15T12:26:45.292506",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.131791"
  },
  {
    "question": "Line security or path supervision time for single path systems should be:",
    "answer": "Short enough to detect failures in minutes",
    "definition": "Definition: Enhanced single paths detect path failures rapidly; dual paths add diversity.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "305",
      "stem": "Line security or path supervision time for single path systems should be:",
      "correct": "Short enough to detect failures in minutes",
      "correct_letter": "B",
      "distractors": [
        "Very long",
        "Ignored",
        "Daily only"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Very long"
        },
        {
          "letter": "B",
          "text": "Short enough to detect failures in minutes"
        },
        {
          "letter": "C",
          "text": "Ignored"
        },
        {
          "letter": "D",
          "text": "Daily only"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Line security or path supervision time for single path systems should be:"
      }
    ],
    "id": "cdd509ef-4f3f-4a84-81e0-ed633afd723f",
    "created_at": "2025-10-15T12:26:45.292543",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.131817"
  },
  {
    "question": "Central station service differs from remote station because it:",
    "answer": "Includes installation, maintenance, testing, and monitoring as a listed service",
    "definition": "Definition: Central station is a comprehensive, listed service model.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "306",
      "stem": "Central station service differs from remote station because it:",
      "correct": "Includes installation, maintenance, testing, and monitoring as a listed service",
      "correct_letter": "B",
      "distractors": [
        "Is not listed",
        "Is free",
        "Uses email only"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Is not listed"
        },
        {
          "letter": "B",
          "text": "Includes installation, maintenance, testing, and monitoring as a listed service"
        },
        {
          "letter": "C",
          "text": "Is free"
        },
        {
          "letter": "D",
          "text": "Uses email only"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Central station service differs from remote station because it:"
      }
    ],
    "id": "71ac1650-d4d7-4b7d-a9f9-4942463f5135",
    "created_at": "2025-10-15T12:26:45.292571",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.131853"
  },
  {
    "question": "Proprietary supervising station means:",
    "answer": "Owner’s facility monitors its own premises",
    "definition": "Definition: Proprietary stations are owned by the protected entity.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "307",
      "stem": "Proprietary supervising station means:",
      "correct": "Owner’s facility monitors its own premises",
      "correct_letter": "B",
      "distractors": [
        "Public dispatch",
        "No monitoring",
        "Only a printer"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Public dispatch"
        },
        {
          "letter": "B",
          "text": "Owner’s facility monitors its own premises"
        },
        {
          "letter": "C",
          "text": "No monitoring"
        },
        {
          "letter": "D",
          "text": "Only a printer"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Proprietary supervising station means:"
      }
    ],
    "id": "9a34ba46-c8e9-4831-8737-1f5317997856",
    "created_at": "2025-10-15T12:26:45.292598",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.131918"
  },
  {
    "question": "Remote station service means signals go to:",
    "answer": "A public fire service communications center",
    "definition": "Definition: Remote stations transmit to public communications centers for dispatch.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "308",
      "stem": "Remote station service means signals go to:",
      "correct": "A public fire service communications center",
      "correct_letter": "A",
      "distractors": [
        "A private alarm company only",
        "Nowhere",
        "Only local bells"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "A public fire service communications center"
        },
        {
          "letter": "B",
          "text": "A private alarm company only"
        },
        {
          "letter": "C",
          "text": "Nowhere"
        },
        {
          "letter": "D",
          "text": "Only local bells"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Remote station service means signals go to:"
      }
    ],
    "id": "c16c5ccf-19b4-4064-8224-604cc89f40da",
    "created_at": "2025-10-15T12:26:45.292623",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.131947"
  },
  {
    "question": "Off premises transmission using cellular only should:",
    "answer": "Meet supervision time limits and carrier reliability criteria",
    "definition": "Definition: Cellular paths must meet supervision intervals and be part of a listed transmission method.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "309",
      "stem": "Off premises transmission using cellular only should:",
      "correct": "Meet supervision time limits and carrier reliability criteria",
      "correct_letter": "B",
      "distractors": [
        "Be unsupervised",
        "Use text only",
        "Be unlisted"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Be unsupervised"
        },
        {
          "letter": "B",
          "text": "Meet supervision time limits and carrier reliability criteria"
        },
        {
          "letter": "C",
          "text": "Use text only"
        },
        {
          "letter": "D",
          "text": "Be unlisted"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Off premises transmission using cellular only should:"
      }
    ],
    "id": "3b1c9dc0-8f6c-486d-bd18-c12808ee096d",
    "created_at": "2025-10-15T12:26:45.292671",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.131967"
  },
  {
    "question": "Mass notification non emergency messages should:",
    "answer": "Yield to fire alarm and resume after",
    "definition": "Definition: Fire alarm has priority over non emergency announcements.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "310",
      "stem": "Mass notification non emergency messages should:",
      "correct": "Yield to fire alarm and resume after",
      "correct_letter": "B",
      "distractors": [
        "Override fire alarm",
        "Use same tones",
        "Be continuous"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Override fire alarm"
        },
        {
          "letter": "B",
          "text": "Yield to fire alarm and resume after"
        },
        {
          "letter": "C",
          "text": "Use same tones"
        },
        {
          "letter": "D",
          "text": "Be continuous"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Mass notification non emergency messages should:"
      }
    ],
    "id": "d78bacc6-0650-450c-a544-5b00295511f4",
    "created_at": "2025-10-15T12:26:45.292699",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.131988"
  },
  {
    "question": "Areas of high ambient noise over roughly 105 \"dBA\" should:",
    "answer": "Use visible notification and planned voice/visual strategies",
    "definition": "Definition: Extremely noisy spaces require visible cues and planned communications.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "311",
      "stem": "Areas of high ambient noise over roughly 105 \"dBA\" should:",
      "correct": "Use visible notification and planned voice/visual strategies",
      "correct_letter": "B",
      "distractors": [
        "Rely on horns only",
        "Skip notification",
        "Use doorbells"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Rely on horns only"
        },
        {
          "letter": "B",
          "text": "Use visible notification and planned voice/visual strategies"
        },
        {
          "letter": "C",
          "text": "Skip notification"
        },
        {
          "letter": "D",
          "text": "Use doorbells"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Areas of high ambient noise over roughly 105 \"dBA\" should:"
      }
    ],
    "id": "598e3d04-4939-42a5-88f2-b7cee91270d6",
    "created_at": "2025-10-15T12:26:45.292723",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.132009"
  },
  {
    "question": "For high rise buildings, provide:",
    "answer": "Fire command facilities and additional functions per building code",
    "definition": "Definition: High rise provisions include command center, FD communications, and control interfaces.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "312",
      "stem": "For high rise buildings, provide:",
      "correct": "Fire command facilities and additional functions per building code",
      "correct_letter": "B",
      "distractors": [
        "Nothing special",
        "Only duct detectors",
        "Only strobes"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Nothing special"
        },
        {
          "letter": "B",
          "text": "Fire command facilities and additional functions per building code"
        },
        {
          "letter": "C",
          "text": "Only duct detectors"
        },
        {
          "letter": "D",
          "text": "Only strobes"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "For high rise buildings, provide:"
      }
    ],
    "id": "a01b9bf9-08a8-470c-87e1-ee0fe789bf59",
    "created_at": "2025-10-15T12:26:45.292748",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.132031"
  },
  {
    "question": "carbon monoxide detection in dwelling units is typically required to:",
    "answer": "Provide distinct carbon monoxide pattern and annunciation",
    "definition": "Definition: Distinct carbon monoxide alarm cues prevent confusion with fire.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "313",
      "stem": "carbon monoxide detection in dwelling units is typically required to:",
      "correct": "Provide distinct carbon monoxide pattern and annunciation",
      "correct_letter": "B",
      "distractors": [
        "Use same pattern as fire",
        "Be silent",
        "Use blue lights only"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Use same pattern as fire"
        },
        {
          "letter": "B",
          "text": "Provide distinct carbon monoxide pattern and annunciation"
        },
        {
          "letter": "C",
          "text": "Be silent"
        },
        {
          "letter": "D",
          "text": "Use blue lights only"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "carbon monoxide detection in dwelling units is typically required to:"
      }
    ],
    "id": "d6073b1d-011e-4d6d-ab8a-d03011bfe362",
    "created_at": "2025-10-15T12:26:45.292887",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.132051"
  },
  {
    "question": "Emergency control functions like fan shutdown should be powered from:",
    "answer": "Listed, supervised control circuits",
    "definition": "Definition: Control power must be listed and supervised so failures report.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "314",
      "stem": "Emergency control functions like fan shutdown should be powered from:",
      "correct": "Listed, supervised control circuits",
      "correct_letter": "B",
      "distractors": [
        "Unsuspervised sources",
        "Lighting dimmers",
        "Extension cords"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Unsuspervised sources"
        },
        {
          "letter": "B",
          "text": "Listed, supervised control circuits"
        },
        {
          "letter": "C",
          "text": "Lighting dimmers"
        },
        {
          "letter": "D",
          "text": "Extension cords"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Emergency control functions like fan shutdown should be powered from:"
      }
    ],
    "id": "23a3507f-5231-4e89-ab1d-b09641baed29",
    "created_at": "2025-10-15T12:26:45.292925",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.132071"
  },
  {
    "question": "System impairments lasting more than a short duration should:",
    "answer": "Trigger a documented impairment plan and fire watch",
    "definition": "Definition: Impairment plans maintain safety until repair.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "315",
      "stem": "System impairments lasting more than a short duration should:",
      "correct": "Trigger a documented impairment plan and fire watch",
      "correct_letter": "B",
      "distractors": [
        "Be ignored",
        "Use louder horns",
        "Turn off annunciators"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Be ignored"
        },
        {
          "letter": "B",
          "text": "Trigger a documented impairment plan and fire watch"
        },
        {
          "letter": "C",
          "text": "Use louder horns"
        },
        {
          "letter": "D",
          "text": "Turn off annunciators"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "System impairments lasting more than a short duration should:"
      }
    ],
    "id": "5ba967fc-6cdc-40d3-a3e9-ff75a6c50319",
    "created_at": "2025-10-15T12:26:45.292951",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.132091"
  },
  {
    "question": "In sleeping rooms, the minimum at the pillow when low frequency appliances are not used is:",
    "answer": "75 \"dBA\"",
    "definition": "Definition: Provide about seventy five \"dBA\" at the pillow or use listed low frequency devices.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "316",
      "stem": "In sleeping rooms, the minimum at the pillow when low frequency appliances are not used is:",
      "correct": "75 \"dBA\"",
      "correct_letter": "C",
      "distractors": [
        "65 \"dBA\"",
        "70 \"dBA\"",
        "85 \"dBA\""
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "65 \"dBA\""
        },
        {
          "letter": "B",
          "text": "70 \"dBA\""
        },
        {
          "letter": "C",
          "text": "75 \"dBA\""
        },
        {
          "letter": "D",
          "text": "85 \"dBA\""
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "In sleeping rooms, the minimum at the pillow when low frequency appliances are not used is:"
      }
    ],
    "id": "fe2ac593-aae0-4bb3-878b-890b77d3fc68",
    "created_at": "2025-10-15T12:26:45.292977",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.132147"
  },
  {
    "question": "If visible appliances from different supplies are in the same field of view, they must:",
    "answer": "Be synchronized with a listed method",
    "definition": "Definition: Synchronization avoids disorientation and meets code intent.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "317",
      "stem": "If visible appliances from different supplies are in the same field of view, they must:",
      "correct": "Be synchronized with a listed method",
      "correct_letter": "B",
      "distractors": [
        "Flash independently",
        "Use different colors",
        "Be removed"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Flash independently"
        },
        {
          "letter": "B",
          "text": "Be synchronized with a listed method"
        },
        {
          "letter": "C",
          "text": "Use different colors"
        },
        {
          "letter": "D",
          "text": "Be removed"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "If visible appliances from different supplies are in the same field of view, they must:"
      }
    ],
    "id": "9168d111-80ec-4265-a32c-113be1fbf923",
    "created_at": "2025-10-15T12:26:45.293002",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.132177"
  },
  {
    "question": "Records should be retained:",
    "answer": "Until next test at minimum and longer if required by \"AHJ\"",
    "definition": "Definition: Keep records accessible on site per code and local rules.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "318",
      "stem": "Records should be retained:",
      "correct": "Until next test at minimum and longer if required by \"AHJ\"",
      "correct_letter": "A",
      "distractors": [
        "For one day",
        "Not at all",
        "Only by installer"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Until next test at minimum and longer if required by \"AHJ\""
        },
        {
          "letter": "B",
          "text": "For one day"
        },
        {
          "letter": "C",
          "text": "Not at all"
        },
        {
          "letter": "D",
          "text": "Only by installer"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Records should be retained:"
      }
    ],
    "id": "2a4415ca-ce38-4088-8aad-cda3435c48d2",
    "created_at": "2025-10-15T12:26:45.293028",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.132201"
  },
  {
    "question": "Device addresses and point text should:",
    "answer": "Match drawings with clear locations and functions",
    "definition": "Definition: Clear point text speeds emergency response and service.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "319",
      "stem": "Device addresses and point text should:",
      "correct": "Match drawings with clear locations and functions",
      "correct_letter": "B",
      "distractors": [
        "Be generic",
        "Be omitted",
        "Use only numbers"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Be generic"
        },
        {
          "letter": "B",
          "text": "Match drawings with clear locations and functions"
        },
        {
          "letter": "C",
          "text": "Be omitted"
        },
        {
          "letter": "D",
          "text": "Use only numbers"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Device addresses and point text should:"
      }
    ],
    "id": "b3c857d0-2f6f-4220-a2e5-58e1e885752f",
    "created_at": "2025-10-15T12:26:45.293052",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.132221"
  },
  {
    "question": "For Texas jurisdictions, always confirm:",
    "answer": "Local adoption of model codes and any amendments with the \"AHJ\"",
    "definition": "Definition: Texas cities and counties adopt model codes with amendments; verify with the Authority Having Jurisdiction. Texas Fire Alarm Technician - 400Q Master (Part 5: Questions 321-400) Aligned to: \"NFPA\" 72 (2022), \"NEC\" 70 (2020) Article 760, \"IBC\" (2021) Section 907, and \"NFPA\" 101 (2021). Audio friendly flow: Question, Options A-D, “Pause”, Answer, then a tuned Definition. Pro tip: Map the word “Pause” to a 4-6 second delay. Set voice rate to about 1.05-1.15×.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "320",
      "stem": "For Texas jurisdictions, always confirm:",
      "correct": "Local adoption of model codes and any amendments with the \"AHJ\"",
      "correct_letter": "B",
      "distractors": [
        "Random preferences",
        "Out of state practices only",
        "That no codes apply"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Random preferences"
        },
        {
          "letter": "B",
          "text": "Local adoption of model codes and any amendments with the \"AHJ\""
        },
        {
          "letter": "C",
          "text": "Out of state practices only"
        },
        {
          "letter": "D",
          "text": "That no codes apply"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "For Texas jurisdictions, always confirm:"
      }
    ],
    "id": "f476edf0-8669-4c90-bb6d-0eeebd98d20e",
    "created_at": "2025-10-15T12:26:45.293076",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.132250"
  },
  {
    "question": "The Record of Completion is used to:",
    "answer": "Summarize installed features, software revisions, and test results at acceptance",
    "definition": "Definition: The Record of Completion documents the final installed system and acceptance test outcomes, supporting future service and code compliance.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "321",
      "stem": "The Record of Completion is used to:",
      "correct": "Summarize installed features, software revisions, and test results at acceptance",
      "correct_letter": "B",
      "distractors": [
        "Order parts",
        "Replace shop drawings",
        "Set music volume"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Order parts"
        },
        {
          "letter": "B",
          "text": "Summarize installed features, software revisions, and test results at acceptance"
        },
        {
          "letter": "C",
          "text": "Replace shop drawings"
        },
        {
          "letter": "D",
          "text": "Set music volume"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "The Record of Completion is used to:"
      }
    ],
    "id": "8573d4d9-41be-4026-b373-50756c768998",
    "created_at": "2025-10-15T12:26:45.293212",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.132277"
  },
  {
    "question": "As built drawings should be stored:",
    "answer": "On site with other system records",
    "definition": "Definition: On site documentation enables maintenance, inspections, and modifications.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "322",
      "stem": "As built drawings should be stored:",
      "correct": "On site with other system records",
      "correct_letter": "B",
      "distractors": [
        "Only at contractor’s office",
        "In the elevator cab",
        "No storage is required"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Only at contractor’s office"
        },
        {
          "letter": "B",
          "text": "On site with other system records"
        },
        {
          "letter": "C",
          "text": "In the elevator cab"
        },
        {
          "letter": "D",
          "text": "No storage is required"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "As built drawings should be stored:"
      }
    ],
    "id": "4ff878f1-ffed-4ea0-b44f-80beb20405a9",
    "created_at": "2025-10-15T12:26:45.293881",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.132300"
  },
  {
    "question": "When software at the panel is updated, technicians should:",
    "answer": "Perform targeted reacceptance testing for affected features",
    "definition": "Definition: Software changes can alter behavior; verify sequences and affected functions.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "323",
      "stem": "When software at the panel is updated, technicians should:",
      "correct": "Perform targeted reacceptance testing for affected features",
      "correct_letter": "B",
      "distractors": [
        "Skip testing",
        "Erase all logs only",
        "Replace batteries"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Skip testing"
        },
        {
          "letter": "B",
          "text": "Perform targeted reacceptance testing for affected features"
        },
        {
          "letter": "C",
          "text": "Erase all logs only"
        },
        {
          "letter": "D",
          "text": "Replace batteries"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "When software at the panel is updated, technicians should:"
      }
    ],
    "id": "75d77c92-3c0f-407e-817d-5c86688152e9",
    "created_at": "2025-10-15T12:26:45.293918",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.132321"
  },
  {
    "question": "Pathway class that applies to supervised Ethernet \"IP\" transport is:",
    "answer": "Class N",
    "definition": "Definition: Class N refers to supervised network transport segments for fire alarm signaling.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "324",
      "stem": "Pathway class that applies to supervised Ethernet \"IP\" transport is:",
      "correct": "Class N",
      "correct_letter": "C",
      "distractors": [
        "Class A",
        "Class B",
        "Class E"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Class A"
        },
        {
          "letter": "B",
          "text": "Class B"
        },
        {
          "letter": "C",
          "text": "Class N"
        },
        {
          "letter": "D",
          "text": "Class E"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Pathway class that applies to supervised Ethernet \"IP\" transport is:"
      }
    ],
    "id": "eb9c2c48-38e1-4da9-bef0-c8b2baaffca0",
    "created_at": "2025-10-15T12:26:45.293945",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.132381"
  },
  {
    "question": "A key survivability method for voice circuits is:",
    "answer": "Routing as Class A or using 2 hour rated pathways where required",
    "definition": "Definition: Maintain messaging during faults via Class A routing or enhanced pathway survivability.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "325",
      "stem": "A key survivability method for voice circuits is:",
      "correct": "Routing as Class A or using 2 hour rated pathways where required",
      "correct_letter": "B",
      "distractors": [
        "Longer wire",
        "Random wiring",
        "No supervision"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Longer wire"
        },
        {
          "letter": "B",
          "text": "Routing as Class A or using 2 hour rated pathways where required"
        },
        {
          "letter": "C",
          "text": "Random wiring"
        },
        {
          "letter": "D",
          "text": "No supervision"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "A key survivability method for voice circuits is:"
      }
    ],
    "id": "69898ae3-b01c-4226-b552-9bd02da961dd",
    "created_at": "2025-10-15T12:26:45.293970",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.132412"
  },
  {
    "question": "Short circuit isolators on SL Cs primarily:",
    "answer": "Segment shorts so the rest of the loop continues to communicate",
    "definition": "Definition: Isolators limit the extent of a short and improve reliability.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "326",
      "stem": "Short circuit isolators on SL Cs primarily:",
      "correct": "Segment shorts so the rest of the loop continues to communicate",
      "correct_letter": "B",
      "distractors": [
        "Boost voltage",
        "Add candela",
        "Replace supervision"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Boost voltage"
        },
        {
          "letter": "B",
          "text": "Segment shorts so the rest of the loop continues to communicate"
        },
        {
          "letter": "C",
          "text": "Add candela"
        },
        {
          "letter": "D",
          "text": "Replace supervision"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Short circuit isolators on SL Cs primarily:"
      }
    ],
    "id": "1427e307-7a45-4086-a33a-c098ac9ca281",
    "created_at": "2025-10-15T12:26:45.293995",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.132437"
  },
  {
    "question": "During design, a cause and effect matrix:",
    "answer": "Documents how each input drives outputs and is used for acceptance testing",
    "definition": "Definition: The matrix is the road map for testing emergency control functions.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "327",
      "stem": "During design, a cause and effect matrix:",
      "correct": "Documents how each input drives outputs and is used for acceptance testing",
      "correct_letter": "B",
      "distractors": [
        "Is optional and ignored in test",
        "Shows wire color only",
        "Replaces the riser"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Is optional and ignored in test"
        },
        {
          "letter": "B",
          "text": "Documents how each input drives outputs and is used for acceptance testing"
        },
        {
          "letter": "C",
          "text": "Shows wire color only"
        },
        {
          "letter": "D",
          "text": "Replaces the riser"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "During design, a cause and effect matrix:"
      }
    ],
    "id": "de303598-a241-4167-8d06-adb794a77679",
    "created_at": "2025-10-15T12:26:45.294019",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.132460"
  },
  {
    "question": "Owner training at turnover should include:",
    "answer": "Alarm, supervisory, and trouble responses, impairments, and who to notify",
    "definition": "Definition: Proper training allows safe day to day operation and response.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "328",
      "stem": "Owner training at turnover should include:",
      "correct": "Alarm, supervisory, and trouble responses, impairments, and who to notify",
      "correct_letter": "B",
      "distractors": [
        "How to paint devices",
        "Programming panel firmware",
        "Only battery replacement"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "How to paint devices"
        },
        {
          "letter": "B",
          "text": "Alarm, supervisory, and trouble responses, impairments, and who to notify"
        },
        {
          "letter": "C",
          "text": "Programming panel firmware"
        },
        {
          "letter": "D",
          "text": "Only battery replacement"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Owner training at turnover should include:"
      }
    ],
    "id": "dd903b1f-782e-4937-89d3-4c37ccf00931",
    "created_at": "2025-10-15T12:26:45.294043",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.132482"
  },
  {
    "question": "For combination fire and carbon monoxide systems, messages and tones must be:",
    "answer": "Distinct for each hazard",
    "definition": "Definition: Distinct cues avoid confusion: fire versus carbon monoxide.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "329",
      "stem": "For combination fire and carbon monoxide systems, messages and tones must be:",
      "correct": "Distinct for each hazard",
      "correct_letter": "B",
      "distractors": [
        "Identical",
        "Muted",
        "Only visual"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Identical"
        },
        {
          "letter": "B",
          "text": "Distinct for each hazard"
        },
        {
          "letter": "C",
          "text": "Muted"
        },
        {
          "letter": "D",
          "text": "Only visual"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "For combination fire and carbon monoxide systems, messages and tones must be:"
      }
    ],
    "id": "a295ceb7-733e-4c5e-a110-ee7cbe29d659",
    "created_at": "2025-10-15T12:26:45.294067",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.132505"
  },
  {
    "question": "A typical exception that can reduce the number of manual boxes is:",
    "answer": "Fully sprinklered buildings with automatic detection and \"AHJ\" approval",
    "definition": "Definition: Model codes permit reductions in certain sprinklered buildings; confirm with the \"AHJ\".",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "330",
      "stem": "A typical exception that can reduce the number of manual boxes is:",
      "correct": "Fully sprinklered buildings with automatic detection and \"AHJ\" approval",
      "correct_letter": "B",
      "distractors": [
        "Owner request",
        "Always allowed",
        "Never allowed"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Owner request"
        },
        {
          "letter": "B",
          "text": "Fully sprinklered buildings with automatic detection and \"AHJ\" approval"
        },
        {
          "letter": "C",
          "text": "Always allowed"
        },
        {
          "letter": "D",
          "text": "Never allowed"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "A typical exception that can reduce the number of manual boxes is:"
      }
    ],
    "id": "f156bb6d-a607-4cac-aa29-5b7970f2a2fb",
    "created_at": "2025-10-15T12:26:45.294217",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.132527"
  },
  {
    "question": "Network switches carrying Class N fire traffic should be:",
    "answer": "Listed/approved for the application with supervised links and backup power",
    "definition": "Definition: Maintain supervision and availability for networked fire pathways.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "331",
      "stem": "Network switches carrying Class N fire traffic should be:",
      "correct": "Listed/approved for the application with supervised links and backup power",
      "correct_letter": "B",
      "distractors": [
        "Consumer unmanaged only",
        "Hidden",
        "Powered by a power strip"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Consumer unmanaged only"
        },
        {
          "letter": "B",
          "text": "Listed/approved for the application with supervised links and backup power"
        },
        {
          "letter": "C",
          "text": "Hidden"
        },
        {
          "letter": "D",
          "text": "Powered by a power strip"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Network switches carrying Class N fire traffic should be:"
      }
    ],
    "id": "0f31cd7d-4a15-4bb0-9b9d-bffd14325228",
    "created_at": "2025-10-15T12:26:45.294261",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.132551"
  },
  {
    "question": "Device point text should:",
    "answer": "Match drawings with clear locations and functions",
    "definition": "Definition: Clear labeling speeds response and service.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "332",
      "stem": "Device point text should:",
      "correct": "Match drawings with clear locations and functions",
      "correct_letter": "B",
      "distractors": [
        "Use abbreviations only",
        "Be blank for privacy",
        "Be address only"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Use abbreviations only"
        },
        {
          "letter": "B",
          "text": "Match drawings with clear locations and functions"
        },
        {
          "letter": "C",
          "text": "Be blank for privacy"
        },
        {
          "letter": "D",
          "text": "Be address only"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Device point text should:"
      }
    ],
    "id": "7f26a5b7-00d6-4a30-983f-223b00e57fbe",
    "created_at": "2025-10-15T12:26:45.294288",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.132615"
  },
  {
    "question": "For high rise buildings, the annunciator is best located:",
    "answer": "Near the main entrance or command center",
    "definition": "Definition: Responder friendly locations accelerate size up.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "333",
      "stem": "For high rise buildings, the annunciator is best located:",
      "correct": "Near the main entrance or command center",
      "correct_letter": "B",
      "distractors": [
        "In a closet",
        "On the roof",
        "In a tenant space"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "In a closet"
        },
        {
          "letter": "B",
          "text": "Near the main entrance or command center"
        },
        {
          "letter": "C",
          "text": "On the roof"
        },
        {
          "letter": "D",
          "text": "In a tenant space"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "For high rise buildings, the annunciator is best located:"
      }
    ],
    "id": "fa0951b9-8c7e-4916-bf8b-08b264d405b8",
    "created_at": "2025-10-15T12:26:45.294376",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.132667"
  },
  {
    "question": "When combining systems in a pathway, designers must follow:",
    "answer": "Separation/barrier and listing requirements for different voltages and types",
    "definition": "Definition: Maintain separation or listed barriers to protect power limited insulation and function.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "334",
      "stem": "When combining systems in a pathway, designers must follow:",
      "correct": "Separation/barrier and listing requirements for different voltages and types",
      "correct_letter": "B",
      "distractors": [
        "No rules",
        "Wire color rules only",
        "Owner preference"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "No rules"
        },
        {
          "letter": "B",
          "text": "Separation/barrier and listing requirements for different voltages and types"
        },
        {
          "letter": "C",
          "text": "Wire color rules only"
        },
        {
          "letter": "D",
          "text": "Owner preference"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "When combining systems in a pathway, designers must follow:"
      }
    ],
    "id": "e8436b0a-6c90-4831-8e0f-a611ffbf6f17",
    "created_at": "2025-10-15T12:26:45.294409",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.132693"
  },
  {
    "question": "Mass notification non emergency pages should:",
    "answer": "Yield immediately to fire alarm messages and resume after",
    "definition": "Definition: Fire alarm has priority over non emergency communications.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "335",
      "stem": "Mass notification non emergency pages should:",
      "correct": "Yield immediately to fire alarm messages and resume after",
      "correct_letter": "B",
      "distractors": [
        "Override fire alarm",
        "Use same tones as fire",
        "Play continuously"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Override fire alarm"
        },
        {
          "letter": "B",
          "text": "Yield immediately to fire alarm messages and resume after"
        },
        {
          "letter": "C",
          "text": "Use same tones as fire"
        },
        {
          "letter": "D",
          "text": "Play continuously"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Mass notification non emergency pages should:"
      }
    ],
    "id": "0c0cf063-295b-44fc-971a-216bfeb48dff",
    "created_at": "2025-10-15T12:26:45.294435",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.132717"
  },
  {
    "question": "A proprietary supervising station is:",
    "answer": "A facility owned by the protected entity that monitors its own premises",
    "definition": "Definition: The owner monitors signals for their buildings under a proprietary setup.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "336",
      "stem": "A proprietary supervising station is:",
      "correct": "A facility owned by the protected entity that monitors its own premises",
      "correct_letter": "B",
      "distractors": [
        "A public fire dispatch",
        "A music paging room",
        "An unlisted center"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "A public fire dispatch"
        },
        {
          "letter": "B",
          "text": "A facility owned by the protected entity that monitors its own premises"
        },
        {
          "letter": "C",
          "text": "A music paging room"
        },
        {
          "letter": "D",
          "text": "An unlisted center"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "A proprietary supervising station is:"
      }
    ],
    "id": "840166f0-41b3-481c-8b46-fba9a943bc6d",
    "created_at": "2025-10-15T12:26:45.294461",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.132741"
  },
  {
    "question": "Central station service is defined as:",
    "answer": "A listed service including installation, maintenance, testing, and monitoring",
    "definition": "Definition: Central station service is comprehensive and listed.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "337",
      "stem": "Central station service is defined as:",
      "correct": "A listed service including installation, maintenance, testing, and monitoring",
      "correct_letter": "B",
      "distractors": [
        "Monitoring only",
        "Only test logging",
        "DIY only"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Monitoring only"
        },
        {
          "letter": "B",
          "text": "A listed service including installation, maintenance, testing, and monitoring"
        },
        {
          "letter": "C",
          "text": "Only test logging"
        },
        {
          "letter": "D",
          "text": "DIY only"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Central station service is defined as:"
      }
    ],
    "id": "9b332861-e743-417b-808f-11a3e3c3519e",
    "created_at": "2025-10-15T12:26:45.294486",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.132766"
  },
  {
    "question": "Remote station service means signals are sent to:",
    "answer": "A public fire service communications center",
    "definition": "Definition: Remote station sends signals directly to public fire communications centers.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "338",
      "stem": "Remote station service means signals are sent to:",
      "correct": "A public fire service communications center",
      "correct_letter": "A",
      "distractors": [
        "A private unlisted site",
        "Nowhere",
        "Only the owner’s phone"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "A public fire service communications center"
        },
        {
          "letter": "B",
          "text": "A private unlisted site"
        },
        {
          "letter": "C",
          "text": "Nowhere"
        },
        {
          "letter": "D",
          "text": "Only the owner’s phone"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Remote station service means signals are sent to:"
      }
    ],
    "id": "1a08fdec-d3de-4d95-a3e3-8c15bd847468",
    "created_at": "2025-10-15T12:26:45.294512",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.132791"
  },
  {
    "question": "During impairments that remove protection, the responsible party should:",
    "answer": "Institute a documented fire watch and notifications",
    "definition": "Definition: Fire watch maintains safety until protection is restored.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "339",
      "stem": "During impairments that remove protection, the responsible party should:",
      "correct": "Institute a documented fire watch and notifications",
      "correct_letter": "B",
      "distractors": [
        "Ignore them",
        "Silence only",
        "Wait a month"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Ignore them"
        },
        {
          "letter": "B",
          "text": "Institute a documented fire watch and notifications"
        },
        {
          "letter": "C",
          "text": "Silence only"
        },
        {
          "letter": "D",
          "text": "Wait a month"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "During impairments that remove protection, the responsible party should:"
      }
    ],
    "id": "81b6b718-305f-4ffb-84c9-8a8123f562eb",
    "created_at": "2025-10-15T12:26:45.295869",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.132817"
  },
  {
    "question": "Before leaving after testing, technicians must:",
    "answer": "Restore all systems to normal and notify stakeholders",
    "definition": "Definition: Full restoration and notifications close out testing safely.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "340",
      "stem": "Before leaving after testing, technicians must:",
      "correct": "Restore all systems to normal and notify stakeholders",
      "correct_letter": "B",
      "distractors": [
        "Leave bypasses in place",
        "Disable strobes",
        "Power down"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Leave bypasses in place"
        },
        {
          "letter": "B",
          "text": "Restore all systems to normal and notify stakeholders"
        },
        {
          "letter": "C",
          "text": "Disable strobes"
        },
        {
          "letter": "D",
          "text": "Power down"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Before leaving after testing, technicians must:"
      }
    ],
    "id": "edfaac87-728c-474f-bd7c-bdc804afb77b",
    "created_at": "2025-10-15T12:26:45.295915",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.132883"
  },
  {
    "question": "A \"NAC\" draws 1.8 amps on a loop with 2.4 ohms round trip. Voltage drop is:",
    "answer": "4.32 V",
    "definition": "Definition: V equals I times R. 1.8 times 2.4 equals 4.32 volts.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "341",
      "stem": "A \"NAC\" draws 1.8 amps on a loop with 2.4 ohms round trip. Voltage drop is:",
      "correct": "4.32 V",
      "correct_letter": "C",
      "distractors": [
        "1.8 V",
        "2.4 V",
        "6.0 V"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "1.8 V"
        },
        {
          "letter": "B",
          "text": "2.4 V"
        },
        {
          "letter": "C",
          "text": "4.32 V"
        },
        {
          "letter": "D",
          "text": "6.0 V"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "A \"NAC\" draws 1.8 amps on a loop with 2.4 ohms round trip. Voltage drop is:"
      }
    ],
    "id": "e28938e6-5b2c-44e5-94e0-044c60bdab5d",
    "created_at": "2025-10-15T12:26:45.295951",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.132915"
  },
  {
    "question": "Panel at 24 \"VDC\" minus 4.32 V drop delivers:",
    "answer": "19.68 V",
    "definition": "Definition: 24 minus 4.32 equals 19.68 volts at end of line.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "342",
      "stem": "Panel at 24 \"VDC\" minus 4.32 V drop delivers:",
      "correct": "19.68 V",
      "correct_letter": "C",
      "distractors": [
        "28.3 V",
        "24.0 V",
        "16.0 V"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "28.3 V"
        },
        {
          "letter": "B",
          "text": "24.0 V"
        },
        {
          "letter": "C",
          "text": "19.68 V"
        },
        {
          "letter": "D",
          "text": "16.0 V"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Panel at 24 \"VDC\" minus 4.32 V drop delivers:"
      }
    ],
    "id": "7c579b49-4630-4f23-b8a7-72f125f6935f",
    "created_at": "2025-10-15T12:26:45.295985",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.132940"
  },
  {
    "question": "If end voltage must be at least 16 V, result in is:",
    "answer": "Within device range for many appliances",
    "definition": "Definition: Many 24 V appliances list 16-33 V; verify specific device listings.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "343",
      "stem": "If end voltage must be at least 16 V, result in is:",
      "correct": "Within device range for many appliances",
      "correct_letter": "B",
      "distractors": [
        "Too low",
        "Overvoltage",
        "Unknown"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Too low"
        },
        {
          "letter": "B",
          "text": "Within device range for many appliances"
        },
        {
          "letter": "C",
          "text": "Overvoltage"
        },
        {
          "letter": "D",
          "text": "Unknown"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "If end voltage must be at least 16 V, result in is:"
      }
    ],
    "id": "4c04fbbf-78ff-4fbb-9e28-3ccf9b28f537",
    "created_at": "2025-10-15T12:26:45.296019",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.132963"
  },
  {
    "question": "Reducing drops is best done by:",
    "answer": "Shorter runs or larger wire or distributed supplies",
    "definition": "Definition: Drop is proportional to length and resistance; reduce either.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "344",
      "stem": "Reducing drops is best done by:",
      "correct": "Shorter runs or larger wire or distributed supplies",
      "correct_letter": "B",
      "distractors": [
        "Smaller wire",
        "More splices",
        "Higher resistance"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Smaller wire"
        },
        {
          "letter": "B",
          "text": "Shorter runs or larger wire or distributed supplies"
        },
        {
          "letter": "C",
          "text": "More splices"
        },
        {
          "letter": "D",
          "text": "Higher resistance"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Reducing drops is best done by:"
      }
    ],
    "id": "78a4a100-88dd-4b2a-8336-c41a8bc9c6f2",
    "created_at": "2025-10-15T12:26:45.296054",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.132985"
  },
  {
    "question": "Two equal sound sources at 82 \"dBA\" combine to about:",
    "answer": "85 \"dBA\"",
    "definition": "Definition: Doubling equal sources adds roughly 3 dB.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "345",
      "stem": "Two equal sound sources at 82 \"dBA\" combine to about:",
      "correct": "85 \"dBA\"",
      "correct_letter": "B",
      "distractors": [
        "82 \"dBA\"",
        "88 \"dBA\"",
        "92 \"dBA\""
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "82 \"dBA\""
        },
        {
          "letter": "B",
          "text": "85 \"dBA\""
        },
        {
          "letter": "C",
          "text": "88 \"dBA\""
        },
        {
          "letter": "D",
          "text": "92 \"dBA\""
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Two equal sound sources at 82 \"dBA\" combine to about:"
      }
    ],
    "id": "26f980c3-72fa-4eb3-830e-4c2b1e5196c5",
    "created_at": "2025-10-15T12:26:45.296086",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.133007"
  },
  {
    "question": "A corridor 10 feet wide commonly uses spot smoke detectors spaced about:",
    "answer": "41 ft",
    "definition": "Definition: Corridor channeling permits about forty one feet on center; confirm with device listings.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "346",
      "stem": "A corridor 10 feet wide commonly uses spot smoke detectors spaced about:",
      "correct": "41 ft",
      "correct_letter": "C",
      "distractors": [
        "20 ft",
        "30 ft",
        "60 ft"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "20 ft"
        },
        {
          "letter": "B",
          "text": "30 ft"
        },
        {
          "letter": "C",
          "text": "41 ft"
        },
        {
          "letter": "D",
          "text": "60 ft"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "A corridor 10 feet wide commonly uses spot smoke detectors spaced about:"
      }
    ],
    "id": "04f279ad-bf4e-4f73-919b-e263171a14bc",
    "created_at": "2025-10-15T12:26:45.296117",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.133030"
  },
  {
    "question": "Battery standby 0.35 A for 24 h equals:",
    "answer": "4.2 Ah",
    "definition": "Definition: 0.35 times 24 equals 8.4 Ah - wait, check math in next item.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "347",
      "stem": "Battery standby 0.35 A for 24 h equals:",
      "correct": "4.2 Ah",
      "correct_letter": "A",
      "distractors": [
        "8.4 Ah",
        "0.35 Ah",
        "12 Ah"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "4.2 Ah"
        },
        {
          "letter": "B",
          "text": "8.4 Ah"
        },
        {
          "letter": "C",
          "text": "0.35 Ah"
        },
        {
          "letter": "D",
          "text": "12 Ah"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Battery standby 0.35 A for 24 h equals:"
      }
    ],
    "id": "2d11243e-7db9-4f82-908e-6f3e5d22c708",
    "created_at": "2025-10-15T12:26:45.296149",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.133052"
  },
  {
    "question": "Correction to: 0.35 A for 24 h actually equals:",
    "answer": "8.4 Ah",
    "definition": "Definition: 0.35 times 24 equals 8.4 amp hours; use this value for sizing.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "348",
      "stem": "Correction to: 0.35 A for 24 h actually equals:",
      "correct": "8.4 Ah",
      "correct_letter": "C",
      "distractors": [
        "6.0 Ah",
        "7.2 Ah",
        "10.5 Ah"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "6.0 Ah"
        },
        {
          "letter": "B",
          "text": "7.2 Ah"
        },
        {
          "letter": "C",
          "text": "8.4 Ah"
        },
        {
          "letter": "D",
          "text": "10.5 Ah"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Correction to: 0.35 A for 24 h actually equals:"
      }
    ],
    "id": "0ab0e21b-157a-4e0e-964f-d6dca3868fd2",
    "created_at": "2025-10-15T12:26:45.296179",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.133076"
  },
  {
    "question": "Add 2.5 A alarm for 5 minutes equals how many Ah?",
    "answer": "0.21 Ah",
    "definition": "Definition: 5 minutes is 1 slash 12 hour. 2.5 times 1 slash 12 equals 0.208 Ah, rounded to 0.21.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "349",
      "stem": "Add 2.5 A alarm for 5 minutes equals how many Ah?",
      "correct": "0.21 Ah",
      "correct_letter": "C",
      "distractors": [
        "0.10 Ah",
        "0.20 Ah",
        "0.30 Ah"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "0.10 Ah"
        },
        {
          "letter": "B",
          "text": "0.20 Ah"
        },
        {
          "letter": "C",
          "text": "0.21 Ah"
        },
        {
          "letter": "D",
          "text": "0.30 Ah"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Add 2.5 A alarm for 5 minutes equals how many Ah?"
      }
    ],
    "id": "5c838b9d-d5fc-4108-bbae-bed81691d179",
    "created_at": "2025-10-15T12:26:45.296349",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.133099"
  },
  {
    "question": "Total from and before margin is:",
    "answer": "8.61 Ah",
    "definition": "Definition: 8.4 plus 0.21 equals 8.61 Ah.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "350",
      "stem": "Total from and before margin is:",
      "correct": "8.61 Ah",
      "correct_letter": "A",
      "distractors": [
        "8.50 Ah",
        "7.90 Ah",
        "9.10 Ah"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "8.61 Ah"
        },
        {
          "letter": "B",
          "text": "8.50 Ah"
        },
        {
          "letter": "C",
          "text": "7.90 Ah"
        },
        {
          "letter": "D",
          "text": "9.10 Ah"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Total from and before margin is:"
      }
    ],
    "id": "1a3af75e-a0bc-4c80-a843-22f5af904fc9",
    "created_at": "2025-10-15T12:26:45.296390",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.133218"
  },
  {
    "question": "Applying 20 percent margin to 8.61 Ah requires at least:",
    "answer": "10.3 Ah",
    "definition": "Definition: 8.61 times 1.2 is about 10.33 Ah.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "351",
      "stem": "Applying 20 percent margin to 8.61 Ah requires at least:",
      "correct": "10.3 Ah",
      "correct_letter": "B",
      "distractors": [
        "9.0 Ah",
        "11.0 Ah",
        "8.8 Ah"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "9.0 Ah"
        },
        {
          "letter": "B",
          "text": "10.3 Ah"
        },
        {
          "letter": "C",
          "text": "11.0 Ah"
        },
        {
          "letter": "D",
          "text": "8.8 Ah"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Applying 20 percent margin to 8.61 Ah requires at least:"
      }
    ],
    "id": "deaeccb0-e826-47ac-8dd2-3501e267a16e",
    "created_at": "2025-10-15T12:26:45.296424",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.133260"
  },
  {
    "question": "Speaker taps totaling 56 W on a 50 W amp indicates:",
    "answer": "Overload risk and potential clipping",
    "definition": "Definition: Exceeding rated watts risks clipping and poor intelligibility.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "352",
      "stem": "Speaker taps totaling 56 W on a 50 W amp indicates:",
      "correct": "Overload risk and potential clipping",
      "correct_letter": "B",
      "distractors": [
        "Headroom remains",
        "No effect",
        "Higher intelligibility"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Headroom remains"
        },
        {
          "letter": "B",
          "text": "Overload risk and potential clipping"
        },
        {
          "letter": "C",
          "text": "No effect"
        },
        {
          "letter": "D",
          "text": "Higher intelligibility"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Speaker taps totaling 56 W on a 50 W amp indicates:"
      }
    ],
    "id": "275348b3-5528-47aa-b3d6-8528209a9286",
    "created_at": "2025-10-15T12:26:45.296456",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.133294"
  },
  {
    "question": "Upsizing from 18 \"AWG\" to 14 \"AWG\":",
    "answer": "Decreases resistance and drop",
    "definition": "Definition: Thicker wire lowers resistance per foot.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "353",
      "stem": "Upsizing from 18 \"AWG\" to 14 \"AWG\":",
      "correct": "Decreases resistance and drop",
      "correct_letter": "B",
      "distractors": [
        "Increases resistance and drop",
        "Has no effect",
        "Damages devices"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Increases resistance and drop"
        },
        {
          "letter": "B",
          "text": "Decreases resistance and drop"
        },
        {
          "letter": "C",
          "text": "Has no effect"
        },
        {
          "letter": "D",
          "text": "Damages devices"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Upsizing from 18 \"AWG\" to 14 \"AWG\":"
      }
    ],
    "id": "dabe1c76-fa72-4f61-82b9-e4bf3c553d38",
    "created_at": "2025-10-15T12:26:45.296490",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.133317"
  },
  {
    "question": "Two 12 V 7 Ah batteries in series provide:",
    "answer": "24 V 7 Ah",
    "definition": "Definition: Series adds voltage; amp hours stay the same.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "354",
      "stem": "Two 12 V 7 Ah batteries in series provide:",
      "correct": "24 V 7 Ah",
      "correct_letter": "B",
      "distractors": [
        "12 V 14 Ah",
        "24 V 14 Ah",
        "12 V 7 Ah"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "12 V 14 Ah"
        },
        {
          "letter": "B",
          "text": "24 V 7 Ah"
        },
        {
          "letter": "C",
          "text": "24 V 14 Ah"
        },
        {
          "letter": "D",
          "text": "12 V 7 Ah"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Two 12 V 7 Ah batteries in series provide:"
      }
    ],
    "id": "ffdd4371-630e-434f-9b9a-b77bd1561026",
    "created_at": "2025-10-15T12:26:45.296525",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.133337"
  },
  {
    "question": "If corridor detectors are too close to supply diffusers, likely effect is:",
    "answer": "Delayed or no alarm due to dilution",
    "definition": "Definition: Air currents can push smoke away from the sensor head.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "355",
      "stem": "If corridor detectors are too close to supply diffusers, likely effect is:",
      "correct": "Delayed or no alarm due to dilution",
      "correct_letter": "B",
      "distractors": [
        "Faster alarm",
        "Louder alarm",
        "Higher candela"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Faster alarm"
        },
        {
          "letter": "B",
          "text": "Delayed or no alarm due to dilution"
        },
        {
          "letter": "C",
          "text": "Louder alarm"
        },
        {
          "letter": "D",
          "text": "Higher candela"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "If corridor detectors are too close to supply diffusers, likely effect is:"
      }
    ],
    "id": "c54e308b-2aa2-4f14-b902-0e6460d44296",
    "created_at": "2025-10-15T12:26:45.296557",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.133356"
  },
  {
    "question": "A heat detector in a 120 F ambient that is rated 135 F:",
    "answer": "May false alarm or desensitize; select a higher rating",
    "definition": "Definition: Choose ratings at least 25 F above the highest expected ambient.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "356",
      "stem": "A heat detector in a 120 F ambient that is rated 135 F:",
      "correct": "May false alarm or desensitize; select a higher rating",
      "correct_letter": "B",
      "distractors": [
        "Is appropriate",
        "Will be silent always",
        "Needs more airflow"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Is appropriate"
        },
        {
          "letter": "B",
          "text": "May false alarm or desensitize; select a higher rating"
        },
        {
          "letter": "C",
          "text": "Will be silent always"
        },
        {
          "letter": "D",
          "text": "Needs more airflow"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "A heat detector in a 120 F ambient that is rated 135 F:"
      }
    ],
    "id": "86c15c44-741a-489f-a98c-b4ad8f8a9a3d",
    "created_at": "2025-10-15T12:26:45.296591",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.133377"
  },
  {
    "question": "Beam detector alignment should be confirmed with:",
    "answer": "Manufacturer’s alignment aids and obscuration tests",
    "definition": "Definition: Follow the listed alignment and test procedures.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "357",
      "stem": "Beam detector alignment should be confirmed with:",
      "correct": "Manufacturer’s alignment aids and obscuration tests",
      "correct_letter": "B",
      "distractors": [
        "Eyeballing only",
        "Wall color",
        "Ceiling grid only"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Eyeballing only"
        },
        {
          "letter": "B",
          "text": "Manufacturer’s alignment aids and obscuration tests"
        },
        {
          "letter": "C",
          "text": "Wall color"
        },
        {
          "letter": "D",
          "text": "Ceiling grid only"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Beam detector alignment should be confirmed with:"
      }
    ],
    "id": "98eed9c4-980d-4580-b0f8-15b42f1e8c2a",
    "created_at": "2025-10-15T12:26:45.296626",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.133399"
  },
  {
    "question": "A \"NAC\" wire loop of 4 ohms with 2.0 A load drops:",
    "answer": "8.0 V",
    "definition": "Definition: 2.0 times 4 equals 8.0 volts drop.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "358",
      "stem": "A \"NAC\" wire loop of 4 ohms with 2.0 A load drops:",
      "correct": "8.0 V",
      "correct_letter": "D",
      "distractors": [
        "2.0 V",
        "4.0 V",
        "6.0 V"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "2.0 V"
        },
        {
          "letter": "B",
          "text": "4.0 V"
        },
        {
          "letter": "C",
          "text": "6.0 V"
        },
        {
          "letter": "D",
          "text": "8.0 V"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "A \"NAC\" wire loop of 4 ohms with 2.0 A load drops:"
      }
    ],
    "id": "8e1b0eea-3d3b-48a7-a389-34947ac74a39",
    "created_at": "2025-10-15T12:26:45.296765",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.133422"
  },
  {
    "question": "End voltage in from a 24 V panel is:",
    "answer": "16 V",
    "definition": "Definition: 24 minus 8 equals 16 volts at the end.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "359",
      "stem": "End voltage in from a 24 V panel is:",
      "correct": "16 V",
      "correct_letter": "C",
      "distractors": [
        "24 V",
        "20 V",
        "13 V"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "24 V"
        },
        {
          "letter": "B",
          "text": "20 V"
        },
        {
          "letter": "C",
          "text": "16 V"
        },
        {
          "letter": "D",
          "text": "13 V"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "End voltage in from a 24 V panel is:"
      }
    ],
    "id": "d2023049-c9f9-4e7e-b86d-a9dc1184009d",
    "created_at": "2025-10-15T12:26:45.297007",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.133444"
  },
  {
    "question": "If device minimum is 16 V, the result is:",
    "answer": "Meets the minimum threshold",
    "definition": "Definition: At the threshold; consider margin for battery and cold conditions.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "360",
      "stem": "If device minimum is 16 V, the result is:",
      "correct": "Meets the minimum threshold",
      "correct_letter": "B",
      "distractors": [
        "Below minimum",
        "Too high",
        "Unknown"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Below minimum"
        },
        {
          "letter": "B",
          "text": "Meets the minimum threshold"
        },
        {
          "letter": "C",
          "text": "Too high"
        },
        {
          "letter": "D",
          "text": "Unknown"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "If device minimum is 16 V, the result is:"
      }
    ],
    "id": "0ee8fe8e-dee5-4296-83ed-198a9775e056",
    "created_at": "2025-10-15T12:26:45.297051",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.133501"
  },
  {
    "question": "A missing device on the \"SLC\" after ceiling work suggests:",
    "answer": "Open wiring or removed/failed device",
    "definition": "Definition: Construction can damage cabling or remove devices; inspect the segment.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "361",
      "stem": "A missing device on the \"SLC\" after ceiling work suggests:",
      "correct": "Open wiring or removed/failed device",
      "correct_letter": "B",
      "distractors": [
        "Panel failure",
        "Normal status",
        "Battery issue only"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Panel failure"
        },
        {
          "letter": "B",
          "text": "Open wiring or removed/failed device"
        },
        {
          "letter": "C",
          "text": "Normal status"
        },
        {
          "letter": "D",
          "text": "Battery issue only"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "A missing device on the \"SLC\" after ceiling work suggests:"
      }
    ],
    "id": "1e0335f7-5833-41f2-bfd9-3a72f3e90015",
    "created_at": "2025-10-15T12:26:45.297084",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.133530"
  },
  {
    "question": "Unsynced strobes from two supplies in one room require:",
    "answer": "A listed synchronization method or compatible supplies",
    "definition": "Definition: Sync when visible together to avoid confusion.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "362",
      "stem": "Unsynced strobes from two supplies in one room require:",
      "correct": "A listed synchronization method or compatible supplies",
      "correct_letter": "B",
      "distractors": [
        "No action",
        "Different lens colors",
        "More horns"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "No action"
        },
        {
          "letter": "B",
          "text": "A listed synchronization method or compatible supplies"
        },
        {
          "letter": "C",
          "text": "Different lens colors"
        },
        {
          "letter": "D",
          "text": "More horns"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Unsynced strobes from two supplies in one room require:"
      }
    ],
    "id": "a6e9d608-cff8-48e6-9d17-3a5507fbdfba",
    "created_at": "2025-10-15T12:26:45.297117",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.133551"
  },
  {
    "question": "Duct detector not responding to smoke likely means:",
    "answer": "Reversed or blocked sampling tube or inadequate pressure",
    "definition": "Definition: Verify tube direction and differential pressure.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "363",
      "stem": "Duct detector not responding to smoke likely means:",
      "correct": "Reversed or blocked sampling tube or inadequate pressure",
      "correct_letter": "B",
      "distractors": [
        "Correct tube orientation",
        "Perfect airflow",
        "Panel failure only"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Correct tube orientation"
        },
        {
          "letter": "B",
          "text": "Reversed or blocked sampling tube or inadequate pressure"
        },
        {
          "letter": "C",
          "text": "Perfect airflow"
        },
        {
          "letter": "D",
          "text": "Panel failure only"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Duct detector not responding to smoke likely means:"
      }
    ],
    "id": "1fe74847-37f0-4b1d-ab9c-2d109754669a",
    "created_at": "2025-10-15T12:26:45.297149",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.133572"
  },
  {
    "question": "Door holders stay energized during alarm likely indicates:",
    "answer": "Unsupervised power feed not dropped by alarm",
    "definition": "Definition: Door holders should release on alarm or power loss.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "364",
      "stem": "Door holders stay energized during alarm likely indicates:",
      "correct": "Unsupervised power feed not dropped by alarm",
      "correct_letter": "B",
      "distractors": [
        "Proper wiring",
        "Normal behavior",
        "Correct relay logic"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Proper wiring"
        },
        {
          "letter": "B",
          "text": "Unsupervised power feed not dropped by alarm"
        },
        {
          "letter": "C",
          "text": "Normal behavior"
        },
        {
          "letter": "D",
          "text": "Correct relay logic"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Door holders stay energized during alarm likely indicates:"
      }
    ],
    "id": "73fa103f-e568-4f58-91f5-9f4090f88087",
    "created_at": "2025-10-15T12:26:45.297182",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.133594"
  },
  {
    "question": "Elevator recall not initiating on lobby smoke is commonly due to:",
    "answer": "Detector not mapped to recall logic or wrong input type",
    "definition": "Definition: Ensure programming matches the sequence matrix.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "365",
      "stem": "Elevator recall not initiating on lobby smoke is commonly due to:",
      "correct": "Detector not mapped to recall logic or wrong input type",
      "correct_letter": "B",
      "distractors": [
        "Correct mapping",
        "Perfect sequence",
        "Fuse value"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Correct mapping"
        },
        {
          "letter": "B",
          "text": "Detector not mapped to recall logic or wrong input type"
        },
        {
          "letter": "C",
          "text": "Perfect sequence"
        },
        {
          "letter": "D",
          "text": "Fuse value"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Elevator recall not initiating on lobby smoke is commonly due to:"
      }
    ],
    "id": "11d7aab1-01dc-40b1-aa95-caaeff425c94",
    "created_at": "2025-10-15T12:26:45.297215",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.133618"
  },
  {
    "question": "Frequent false alarms near showers usually mean:",
    "answer": "Steam adversely affecting nearby smoke detectors",
    "definition": "Definition: Relocate or switch technology to reduce nuisance.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "366",
      "stem": "Frequent false alarms near showers usually mean:",
      "correct": "Steam adversely affecting nearby smoke detectors",
      "correct_letter": "B",
      "distractors": [
        "Good placement",
        "No issue",
        "Heat detector required in all cases"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Good placement"
        },
        {
          "letter": "B",
          "text": "Steam adversely affecting nearby smoke detectors"
        },
        {
          "letter": "C",
          "text": "No issue"
        },
        {
          "letter": "D",
          "text": "Heat detector required in all cases"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Frequent false alarms near showers usually mean:"
      }
    ],
    "id": "56e39cd8-3507-48e8-91d0-7de3dd0ad75c",
    "created_at": "2025-10-15T12:26:45.297256",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.133655"
  },
  {
    "question": "A ground fault that appears intermittently is often caused by:",
    "answer": "Moisture intrusion or damaged insulation contacting ground",
    "definition": "Definition: Moisture or insulation cuts can intermittently touch ground.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "367",
      "stem": "A ground fault that appears intermittently is often caused by:",
      "correct": "Moisture intrusion or damaged insulation contacting ground",
      "correct_letter": "B",
      "distractors": [
        "Dry conduits",
        "Perfect insulation",
        "Correct terminations"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Dry conduits"
        },
        {
          "letter": "B",
          "text": "Moisture intrusion or damaged insulation contacting ground"
        },
        {
          "letter": "C",
          "text": "Perfect insulation"
        },
        {
          "letter": "D",
          "text": "Correct terminations"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "A ground fault that appears intermittently is often caused by:"
      }
    ],
    "id": "824fe08e-a18e-4b2f-b8ea-bdbfc80b7e82",
    "created_at": "2025-10-15T12:26:45.297290",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.133678"
  },
  {
    "question": "Panel won’t reset after an alarmed smoky kitchen suggests:",
    "answer": "Residual contamination on detectors; clean per manufacturer",
    "definition": "Definition: Residue holds sensors latched; clean and ventilate.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "368",
      "stem": "Panel won’t reset after an alarmed smoky kitchen suggests:",
      "correct": "Residual contamination on detectors; clean per manufacturer",
      "correct_letter": "B",
      "distractors": [
        "Normal",
        "Battery failure only",
        "Wire color issue"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Normal"
        },
        {
          "letter": "B",
          "text": "Residual contamination on detectors; clean per manufacturer"
        },
        {
          "letter": "C",
          "text": "Battery failure only"
        },
        {
          "letter": "D",
          "text": "Wire color issue"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Panel won’t reset after an alarmed smoky kitchen suggests:"
      }
    ],
    "id": "ef6de8d3-9c7a-49db-a1ce-61cf39444b0e",
    "created_at": "2025-10-15T12:26:45.297441",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.133700"
  },
  {
    "question": "If \"SLC\" devices show duplicate addresses:",
    "answer": "Communication faults occur; addresses must be unique",
    "definition": "Definition: Duplicates conflict; assign unique addresses per plan.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "369",
      "stem": "If \"SLC\" devices show duplicate addresses:",
      "correct": "Communication faults occur; addresses must be unique",
      "correct_letter": "B",
      "distractors": [
        "System works better",
        "Higher speed",
        "Battery drain only"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "System works better"
        },
        {
          "letter": "B",
          "text": "Communication faults occur; addresses must be unique"
        },
        {
          "letter": "C",
          "text": "Higher speed"
        },
        {
          "letter": "D",
          "text": "Battery drain only"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "If \"SLC\" devices show duplicate addresses:"
      }
    ],
    "id": "32b58274-dba2-4635-9742-11f00a295148",
    "created_at": "2025-10-15T12:26:45.297484",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.133772"
  },
  {
    "question": "Pull station at 60 inches AFF is:",
    "answer": "Higher than common accessible range; relocate per design practice",
    "definition": "Definition: Accessible reach typically targets the 42 to 48 inch operable height range.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "370",
      "stem": "Pull station at 60 inches AFF is:",
      "correct": "Higher than common accessible range; relocate per design practice",
      "correct_letter": "B",
      "distractors": [
        "Typical",
        "Perfect",
        "Required everywhere"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Typical"
        },
        {
          "letter": "B",
          "text": "Higher than common accessible range; relocate per design practice"
        },
        {
          "letter": "C",
          "text": "Perfect"
        },
        {
          "letter": "D",
          "text": "Required everywhere"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Pull station at 60 inches AFF is:"
      }
    ],
    "id": "4fc67316-73b3-4fb1-8a7a-f7fc9c31de18",
    "created_at": "2025-10-15T12:26:45.297518",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.133802"
  },
  {
    "question": "Spot smoke detectors on peaked ceilings should be:",
    "answer": "Placed per listing and slope rules; often near the peak but avoiding dead air",
    "definition": "Definition: Follow slope guidance and avoid stagnant air pockets.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "371",
      "stem": "Spot smoke detectors on peaked ceilings should be:",
      "correct": "Placed per listing and slope rules; often near the peak but avoiding dead air",
      "correct_letter": "B",
      "distractors": [
        "At the ridge only always",
        "On the floor",
        "Only on walls"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "At the ridge only always"
        },
        {
          "letter": "B",
          "text": "Placed per listing and slope rules; often near the peak but avoiding dead air"
        },
        {
          "letter": "C",
          "text": "On the floor"
        },
        {
          "letter": "D",
          "text": "Only on walls"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Spot smoke detectors on peaked ceilings should be:"
      }
    ],
    "id": "77dbcda4-3120-4aa6-996a-de0a6faf8bbf",
    "created_at": "2025-10-15T12:26:45.297551",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.133824"
  },
  {
    "question": "Beams deeper than standard allowances require:",
    "answer": "Closer spacing or placement rules to avoid dead air",
    "definition": "Definition: Deep beams can stratify smoke; adjust spacing/placement.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "372",
      "stem": "Beams deeper than standard allowances require:",
      "correct": "Closer spacing or placement rules to avoid dead air",
      "correct_letter": "B",
      "distractors": [
        "Ignoring them",
        "Fewer detectors",
        "Only heat detectors"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Ignoring them"
        },
        {
          "letter": "B",
          "text": "Closer spacing or placement rules to avoid dead air"
        },
        {
          "letter": "C",
          "text": "Fewer detectors"
        },
        {
          "letter": "D",
          "text": "Only heat detectors"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Beams deeper than standard allowances require:"
      }
    ],
    "id": "693d4bb4-b740-4632-9e6c-6cd9bd7b7e9b",
    "created_at": "2025-10-15T12:26:45.297584",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.133846"
  },
  {
    "question": "Detectors should be kept how far from supply diffusers (typical practice)?",
    "answer": "A few feet to avoid drafts",
    "definition": "Definition: Avoid strong air streams that dilute smoke.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "373",
      "stem": "Detectors should be kept how far from supply diffusers (typical practice)?",
      "correct": "A few feet to avoid drafts",
      "correct_letter": "B",
      "distractors": [
        "No limit",
        "At the diffuser",
        "Inside the duct"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "No limit"
        },
        {
          "letter": "B",
          "text": "A few feet to avoid drafts"
        },
        {
          "letter": "C",
          "text": "At the diffuser"
        },
        {
          "letter": "D",
          "text": "Inside the duct"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Detectors should be kept how far from supply diffusers (typical practice)?"
      }
    ],
    "id": "1c91be2a-dcf1-447a-ac0b-0bd1b18ca912",
    "created_at": "2025-10-15T12:26:45.297618",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.133870"
  },
  {
    "question": "A trouble that reads '\"NAC\" Open' means:",
    "answer": "An open in notification wiring; investigate field run and \"EOL\"",
    "definition": "Definition: Open circuits break supervision; locate and repair.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "374",
      "stem": "A trouble that reads '\"NAC\" Open' means:",
      "correct": "An open in notification wiring; investigate field run and \"EOL\"",
      "correct_letter": "B",
      "distractors": [
        "Normal",
        "Only a device alarm",
        "Battery weak"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Normal"
        },
        {
          "letter": "B",
          "text": "An open in notification wiring; investigate field run and \"EOL\""
        },
        {
          "letter": "C",
          "text": "Only a device alarm"
        },
        {
          "letter": "D",
          "text": "Battery weak"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "A trouble that reads '\"NAC\" Open' means:"
      }
    ],
    "id": "fa037148-3220-41dc-b4ef-b517f9df5b11",
    "created_at": "2025-10-15T12:26:45.297664",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.133895"
  },
  {
    "question": "A tamper switch not reporting valve movement likely indicates:",
    "answer": "Mechanical failure or wiring problem at the switch",
    "definition": "Definition: Tamper should change state when the valve handle moves.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "375",
      "stem": "A tamper switch not reporting valve movement likely indicates:",
      "correct": "Mechanical failure or wiring problem at the switch",
      "correct_letter": "B",
      "distractors": [
        "Correct operation",
        "Normal",
        "Pull station issue"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Correct operation"
        },
        {
          "letter": "B",
          "text": "Mechanical failure or wiring problem at the switch"
        },
        {
          "letter": "C",
          "text": "Normal"
        },
        {
          "letter": "D",
          "text": "Pull station issue"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "A tamper switch not reporting valve movement likely indicates:"
      }
    ],
    "id": "ee9ec25e-be2c-4bdf-8431-7564d6dff8bb",
    "created_at": "2025-10-15T12:26:45.297699",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.133921"
  },
  {
    "question": "A door contact wired NC but programmed NO causes:",
    "answer": "Misinterpreted status or constant alarms",
    "definition": "Definition: Wiring and programming types must match.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "376",
      "stem": "A door contact wired NC but programmed NO causes:",
      "correct": "Misinterpreted status or constant alarms",
      "correct_letter": "B",
      "distractors": [
        "Correct supervisory",
        "Better security",
        "No change"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Correct supervisory"
        },
        {
          "letter": "B",
          "text": "Misinterpreted status or constant alarms"
        },
        {
          "letter": "C",
          "text": "Better security"
        },
        {
          "letter": "D",
          "text": "No change"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "A door contact wired NC but programmed NO causes:"
      }
    ],
    "id": "282c366e-aca9-4a91-9d08-24b6d1f28415",
    "created_at": "2025-10-15T12:26:45.297735",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.133943"
  },
  {
    "question": "If two relays control fan shutdown and one is not supervised:",
    "answer": "A single failure can defeat shutdown; use listed supervised control circuits",
    "definition": "Definition: Life safety control must be supervised and listed.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "377",
      "stem": "If two relays control fan shutdown and one is not supervised:",
      "correct": "A single failure can defeat shutdown; use listed supervised control circuits",
      "correct_letter": "B",
      "distractors": [
        "It is okay",
        "Better performance",
        "Less current"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "It is okay"
        },
        {
          "letter": "B",
          "text": "A single failure can defeat shutdown; use listed supervised control circuits"
        },
        {
          "letter": "C",
          "text": "Better performance"
        },
        {
          "letter": "D",
          "text": "Less current"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "If two relays control fan shutdown and one is not supervised:"
      }
    ],
    "id": "86f7aa1c-36d3-4f26-86b6-7d6751e6590d",
    "created_at": "2025-10-15T12:26:45.297886",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.133965"
  },
  {
    "question": "A detector behind a decorative beam often:",
    "answer": "Sits in a dead air pocket and delays response",
    "definition": "Definition: Avoid obstructions and dead air zones.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "378",
      "stem": "A detector behind a decorative beam often:",
      "correct": "Sits in a dead air pocket and delays response",
      "correct_letter": "B",
      "distractors": [
        "Sees smoke first",
        "Improves sensitivity",
        "Is fine always"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Sees smoke first"
        },
        {
          "letter": "B",
          "text": "Sits in a dead air pocket and delays response"
        },
        {
          "letter": "C",
          "text": "Improves sensitivity"
        },
        {
          "letter": "D",
          "text": "Is fine always"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "A detector behind a decorative beam often:"
      }
    ],
    "id": "325b1614-b9fc-486e-9119-3d59fa0818b5",
    "created_at": "2025-10-15T12:26:45.297931",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.134018"
  },
  {
    "question": "Programming a duct detector as 'supervisory only' when also initiating egress alarm will:",
    "answer": "Conflict with required alarm functions; configure per sequence",
    "definition": "Definition: If used for egress actions, annunciation must match the intended function.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "379",
      "stem": "Programming a duct detector as 'supervisory only' when also initiating egress alarm will:",
      "correct": "Conflict with required alarm functions; configure per sequence",
      "correct_letter": "B",
      "distractors": [
        "Be correct",
        "Improve audibility",
        "Silence horns"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Be correct"
        },
        {
          "letter": "B",
          "text": "Conflict with required alarm functions; configure per sequence"
        },
        {
          "letter": "C",
          "text": "Improve audibility"
        },
        {
          "letter": "D",
          "text": "Silence horns"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Programming a duct detector as 'supervisory only' when also initiating egress alarm will:"
      }
    ],
    "id": "0dc0b2b0-09a1-4c7b-891c-4dee29f335d1",
    "created_at": "2025-10-15T12:26:45.297968",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.134047"
  },
  {
    "question": "An annunciator with no power loss reporting likely lacks:",
    "answer": "Supervised power feed or monitoring of loss",
    "definition": "Definition: Annunciators should indicate loss of power or communications.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "380",
      "stem": "An annunciator with no power loss reporting likely lacks:",
      "correct": "Supervised power feed or monitoring of loss",
      "correct_letter": "B",
      "distractors": [
        "Style",
        "Buttons",
        "A door"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Style"
        },
        {
          "letter": "B",
          "text": "Supervised power feed or monitoring of loss"
        },
        {
          "letter": "C",
          "text": "Buttons"
        },
        {
          "letter": "D",
          "text": "A door"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "An annunciator with no power loss reporting likely lacks:"
      }
    ],
    "id": "bf0a2e7d-e84b-47d7-a74e-0692845f5f6a",
    "created_at": "2025-10-15T12:26:45.298000",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.134072"
  },
  {
    "question": "Which code family decides WHEN systems are required in new work?",
    "answer": "\"IBC\" adopted by the jurisdiction",
    "definition": "Definition: The building code triggers the need; \"NFPA\" 72 governs design and installation once required.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "381",
      "stem": "Which code family decides WHEN systems are required in new work?",
      "correct": "\"IBC\" adopted by the jurisdiction",
      "correct_letter": "C",
      "distractors": [
        "\"NFPA\" 72",
        "\"NEC\"",
        "Manufacturer data sheet"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "\"NFPA\" 72"
        },
        {
          "letter": "B",
          "text": "\"NEC\""
        },
        {
          "letter": "C",
          "text": "\"IBC\" adopted by the jurisdiction"
        },
        {
          "letter": "D",
          "text": "Manufacturer data sheet"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Which code family decides WHEN systems are required in new work?"
      }
    ],
    "id": "12c8285b-7fbb-4734-9f92-e944f779fc1b",
    "created_at": "2025-10-15T12:26:45.298027",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.134094"
  },
  {
    "question": "\"NFPA\" 101 aligns occupant notification with:",
    "answer": "Egress strategies and occupancy needs",
    "definition": "Definition: Life Safety Code coordinates notification with means of egress and occupancy.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "382",
      "stem": "\"NFPA\" 101 aligns occupant notification with:",
      "correct": "Egress strategies and occupancy needs",
      "correct_letter": "A",
      "distractors": [
        "Only sprinkler type",
        "Paint color",
        "Door hardware finish"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Egress strategies and occupancy needs"
        },
        {
          "letter": "B",
          "text": "Only sprinkler type"
        },
        {
          "letter": "C",
          "text": "Paint color"
        },
        {
          "letter": "D",
          "text": "Door hardware finish"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "\"NFPA\" 101 aligns occupant notification with:"
      }
    ],
    "id": "7244ee06-b996-4aee-8595-b071f6cb5289",
    "created_at": "2025-10-15T12:26:45.298054",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.134118"
  },
  {
    "question": "A Class A initiating circuit differs from Class B by:",
    "answer": "Providing a return path so a single open does not isolate devices",
    "definition": "Definition: Class A maintains operation past a single open.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "383",
      "stem": "A Class A initiating circuit differs from Class B by:",
      "correct": "Providing a return path so a single open does not isolate devices",
      "correct_letter": "B",
      "distractors": [
        "Using fewer wires",
        "Being unsupervised",
        "Using wireless only"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Using fewer wires"
        },
        {
          "letter": "B",
          "text": "Providing a return path so a single open does not isolate devices"
        },
        {
          "letter": "C",
          "text": "Being unsupervised"
        },
        {
          "letter": "D",
          "text": "Using wireless only"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "A Class A initiating circuit differs from Class B by:"
      }
    ],
    "id": "020c19e6-270c-4ad2-ad27-5cd324c59e1c",
    "created_at": "2025-10-15T12:26:45.298122",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.134142"
  },
  {
    "question": "Class N pathways apply to:",
    "answer": "Ethernet based supervised transport for fire alarm traffic",
    "definition": "Definition: Class N covers supervised network segments.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "384",
      "stem": "Class N pathways apply to:",
      "correct": "Ethernet based supervised transport for fire alarm traffic",
      "correct_letter": "A",
      "distractors": [
        "Battery wiring only",
        "Thermostats",
        "Local bells"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Ethernet based supervised transport for fire alarm traffic"
        },
        {
          "letter": "B",
          "text": "Battery wiring only"
        },
        {
          "letter": "C",
          "text": "Thermostats"
        },
        {
          "letter": "D",
          "text": "Local bells"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Class N pathways apply to:"
      }
    ],
    "id": "960a05ce-87aa-4054-925e-ed4d74fb4791",
    "created_at": "2025-10-15T12:26:45.298158",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.134163"
  },
  {
    "question": "Public mode audibility target is commonly:",
    "answer": "15 \"dBA\" above ambient",
    "definition": "Definition: Fifteen \"dBA\" above average ambient helps signals stand out.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "385",
      "stem": "Public mode audibility target is commonly:",
      "correct": "15 \"dBA\" above ambient",
      "correct_letter": "C",
      "distractors": [
        "5 \"dBA\" above ambient",
        "10 \"dBA\" above ambient",
        "30 \"dBA\" above ambient"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "5 \"dBA\" above ambient"
        },
        {
          "letter": "B",
          "text": "10 \"dBA\" above ambient"
        },
        {
          "letter": "C",
          "text": "15 \"dBA\" above ambient"
        },
        {
          "letter": "D",
          "text": "30 \"dBA\" above ambient"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Public mode audibility target is commonly:"
      }
    ],
    "id": "d5b2be53-a0a2-4a3a-8289-0309a0253c54",
    "created_at": "2025-10-15T12:26:45.298185",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.134179"
  },
  {
    "question": "In sleeping rooms, preferred fire tone is:",
    "answer": "520 hertz, Temporal 3",
    "definition": "Definition: Low frequency 520 hertz improves arousal from sleep.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "386",
      "stem": "In sleeping rooms, preferred fire tone is:",
      "correct": "520 hertz, Temporal 3",
      "correct_letter": "B",
      "distractors": [
        "3 \"kHz\"",
        "Any tone",
        "Siren only"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "3 \"kHz\""
        },
        {
          "letter": "B",
          "text": "520 hertz, Temporal 3"
        },
        {
          "letter": "C",
          "text": "Any tone"
        },
        {
          "letter": "D",
          "text": "Siren only"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "In sleeping rooms, preferred fire tone is:"
      }
    ],
    "id": "c5ca7e10-b4f5-4f5f-b920-df0e6a578e5c",
    "created_at": "2025-10-15T12:26:45.298356",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.134197"
  },
  {
    "question": "Strobes visible together must:",
    "answer": "Be synchronized via listed means",
    "definition": "Definition: Synchronization avoids disorientation.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "387",
      "stem": "Strobes visible together must:",
      "correct": "Be synchronized via listed means",
      "correct_letter": "B",
      "distractors": [
        "Flash randomly",
        "Use different candela",
        "Be turned off"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Flash randomly"
        },
        {
          "letter": "B",
          "text": "Be synchronized via listed means"
        },
        {
          "letter": "C",
          "text": "Use different candela"
        },
        {
          "letter": "D",
          "text": "Be turned off"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Strobes visible together must:"
      }
    ],
    "id": "6fb714d9-9f00-476a-966a-c32651f2f1a0",
    "created_at": "2025-10-15T12:26:45.298402",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.134255"
  },
  {
    "question": "A duct detector used only for equipment shutdown should report:",
    "answer": "Supervisory",
    "definition": "Definition: Equipment control without egress impact annunciates supervisory.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "388",
      "stem": "A duct detector used only for equipment shutdown should report:",
      "correct": "Supervisory",
      "correct_letter": "B",
      "distractors": [
        "General alarm",
        "Trouble only",
        "Nothing"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "General alarm"
        },
        {
          "letter": "B",
          "text": "Supervisory"
        },
        {
          "letter": "C",
          "text": "Trouble only"
        },
        {
          "letter": "D",
          "text": "Nothing"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "A duct detector used only for equipment shutdown should report:"
      }
    ],
    "id": "d46d937f-bf32-44a4-ab65-3b4256f29e46",
    "created_at": "2025-10-15T12:26:45.298432",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.134278"
  },
  {
    "question": "Two detector cross zone releasing uses:",
    "answer": "Two independent initiations to discharge agent",
    "definition": "Definition: Two events reduce inadvertent release.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "389",
      "stem": "Two detector cross zone releasing uses:",
      "correct": "Two independent initiations to discharge agent",
      "correct_letter": "B",
      "distractors": [
        "One event only",
        "Waterflow only",
        "Door contacts"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "One event only"
        },
        {
          "letter": "B",
          "text": "Two independent initiations to discharge agent"
        },
        {
          "letter": "C",
          "text": "Waterflow only"
        },
        {
          "letter": "D",
          "text": "Door contacts"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Two detector cross zone releasing uses:"
      }
    ],
    "id": "75493576-cc97-47d0-93c9-f2da6e3ac8c5",
    "created_at": "2025-10-15T12:26:45.298458",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.134295"
  },
  {
    "question": "Speaker systems should be designed for:",
    "answer": "Some headroom and intelligibility targets",
    "definition": "Definition: Headroom preserves clarity and reduces clipping.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "390",
      "stem": "Speaker systems should be designed for:",
      "correct": "Some headroom and intelligibility targets",
      "correct_letter": "B",
      "distractors": [
        "Exact rated watts, no margin",
        "Random taps",
        "Only SPL"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Exact rated watts, no margin"
        },
        {
          "letter": "B",
          "text": "Some headroom and intelligibility targets"
        },
        {
          "letter": "C",
          "text": "Random taps"
        },
        {
          "letter": "D",
          "text": "Only SPL"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Speaker systems should be designed for:"
      }
    ],
    "id": "06309102-c58f-4a12-a88e-c39f7307f53e",
    "created_at": "2025-10-15T12:26:45.298486",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.134311"
  },
  {
    "question": "Battery sizing sums:",
    "answer": "Standby plus alarm loads over their required durations",
    "definition": "Definition: Include both quiescent and active loads with margins.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "391",
      "stem": "Battery sizing sums:",
      "correct": "Standby plus alarm loads over their required durations",
      "correct_letter": "C",
      "distractors": [
        "Standby only",
        "Alarm only",
        "Breaker size only"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Standby only"
        },
        {
          "letter": "B",
          "text": "Alarm only"
        },
        {
          "letter": "C",
          "text": "Standby plus alarm loads over their required durations"
        },
        {
          "letter": "D",
          "text": "Breaker size only"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Battery sizing sums:"
      }
    ],
    "id": "f49e72ba-4e78-4a10-947e-0973634c0553",
    "created_at": "2025-10-15T12:26:45.298513",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.134327"
  },
  {
    "question": "Ground faults should:",
    "answer": "Be annunciated and located for repair",
    "definition": "Definition: Grounds can mask other faults and must be repaired.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "392",
      "stem": "Ground faults should:",
      "correct": "Be annunciated and located for repair",
      "correct_letter": "B",
      "distractors": [
        "Be ignored",
        "Be silenced",
        "Be bypassed"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Be ignored"
        },
        {
          "letter": "B",
          "text": "Be annunciated and located for repair"
        },
        {
          "letter": "C",
          "text": "Be silenced"
        },
        {
          "letter": "D",
          "text": "Be bypassed"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Ground faults should:"
      }
    ],
    "id": "6eef8a6a-6e5e-4926-871f-a8f106bcdfa7",
    "created_at": "2025-10-15T12:26:45.298539",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.134343"
  },
  {
    "question": "Manual pull station placement is typically:",
    "answer": "On paths of egress near exit doors at accessible height",
    "definition": "Definition: Place where occupants can quickly activate during egress.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "393",
      "stem": "Manual pull station placement is typically:",
      "correct": "On paths of egress near exit doors at accessible height",
      "correct_letter": "B",
      "distractors": [
        "Random",
        "Only at the roof",
        "Only at the panel"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Random"
        },
        {
          "letter": "B",
          "text": "On paths of egress near exit doors at accessible height"
        },
        {
          "letter": "C",
          "text": "Only at the roof"
        },
        {
          "letter": "D",
          "text": "Only at the panel"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Manual pull station placement is typically:"
      }
    ],
    "id": "714854ac-ee1e-4d6c-ab8b-3f51913984a7",
    "created_at": "2025-10-15T12:26:45.298567",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.134358"
  },
  {
    "question": "Record retention for \"ITM\" generally requires:",
    "answer": "Retain until next test at minimum and per local rules",
    "definition": "Definition: Keep results for the next test cycle; local amendments may require longer.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "394",
      "stem": "Record retention for \"ITM\" generally requires:",
      "correct": "Retain until next test at minimum and per local rules",
      "correct_letter": "B",
      "distractors": [
        "No records",
        "One day only",
        "Ten years for all"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "No records"
        },
        {
          "letter": "B",
          "text": "Retain until next test at minimum and per local rules"
        },
        {
          "letter": "C",
          "text": "One day only"
        },
        {
          "letter": "D",
          "text": "Ten years for all"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Record retention for \"ITM\" generally requires:"
      }
    ],
    "id": "64d33660-ef04-4f52-a1c6-d8b6ae089d56",
    "created_at": "2025-10-15T12:26:45.298593",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.134374"
  },
  {
    "question": "Remote annunciators should be located:",
    "answer": "Near main entrance or fire command location",
    "definition": "Definition: Put where responders arrive for rapid access.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "395",
      "stem": "Remote annunciators should be located:",
      "correct": "Near main entrance or fire command location",
      "correct_letter": "B",
      "distractors": [
        "In hidden rooms",
        "Only in penthouse",
        "Only in basement"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "In hidden rooms"
        },
        {
          "letter": "B",
          "text": "Near main entrance or fire command location"
        },
        {
          "letter": "C",
          "text": "Only in penthouse"
        },
        {
          "letter": "D",
          "text": "Only in basement"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Remote annunciators should be located:"
      }
    ],
    "id": "682f00f2-35ed-4ae6-af9f-119963f4c8c1",
    "created_at": "2025-10-15T12:26:45.298619",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.134393"
  },
  {
    "question": "Elevator recall annunciation should appear:",
    "answer": "At the \"FACU\" or annunciator per the sequence",
    "definition": "Definition: Operators must see recall status and phases.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "396",
      "stem": "Elevator recall annunciation should appear:",
      "correct": "At the \"FACU\" or annunciator per the sequence",
      "correct_letter": "B",
      "distractors": [
        "Only in machine room",
        "In the parking lot",
        "Not at all"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Only in machine room"
        },
        {
          "letter": "B",
          "text": "At the \"FACU\" or annunciator per the sequence"
        },
        {
          "letter": "C",
          "text": "In the parking lot"
        },
        {
          "letter": "D",
          "text": "Not at all"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Elevator recall annunciation should appear:"
      }
    ],
    "id": "f46fb055-9c62-4032-85d6-8ae77b7cec1d",
    "created_at": "2025-10-15T12:26:45.298798",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.134448"
  },
  {
    "question": "Visible notification candela selection depends on:",
    "answer": "Room size and mounting per listed tables",
    "definition": "Definition: Use listed candela tables accounting for distance and mounting.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "397",
      "stem": "Visible notification candela selection depends on:",
      "correct": "Room size and mounting per listed tables",
      "correct_letter": "A",
      "distractors": [
        "Installer’s favorite number",
        "Wall color only",
        "Ceiling grid color"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Room size and mounting per listed tables"
        },
        {
          "letter": "B",
          "text": "Installer’s favorite number"
        },
        {
          "letter": "C",
          "text": "Wall color only"
        },
        {
          "letter": "D",
          "text": "Ceiling grid color"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Visible notification candela selection depends on:"
      }
    ],
    "id": "c4c3b974-7bb0-40f5-9d89-85001df84c70",
    "created_at": "2025-10-15T12:26:45.298839",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.134481"
  },
  {
    "question": "Mixing power limited and non power limited conductors requires:",
    "answer": "Separation or listed barriers per code and listing",
    "definition": "Definition: Protect low voltage insulation from higher voltages.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "398",
      "stem": "Mixing power limited and non power limited conductors requires:",
      "correct": "Separation or listed barriers per code and listing",
      "correct_letter": "B",
      "distractors": [
        "No separation",
        "Tape labels only",
        "Twist them together"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "No separation"
        },
        {
          "letter": "B",
          "text": "Separation or listed barriers per code and listing"
        },
        {
          "letter": "C",
          "text": "Tape labels only"
        },
        {
          "letter": "D",
          "text": "Twist them together"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Mixing power limited and non power limited conductors requires:"
      }
    ],
    "id": "37542d38-446c-4d25-9cac-9218a689c0e3",
    "created_at": "2025-10-15T12:26:45.298873",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.134507"
  },
  {
    "question": "Trouble signals indicate:",
    "answer": "A fault that may impair system operation",
    "definition": "Definition: Troubles include opens, shorts, grounds, and power faults.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "399",
      "stem": "Trouble signals indicate:",
      "correct": "A fault that may impair system operation",
      "correct_letter": "B",
      "distractors": [
        "An emergency fire",
        "No action",
        "Only weekly tests"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "An emergency fire"
        },
        {
          "letter": "B",
          "text": "A fault that may impair system operation"
        },
        {
          "letter": "C",
          "text": "No action"
        },
        {
          "letter": "D",
          "text": "Only weekly tests"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "Trouble signals indicate:"
      }
    ],
    "id": "daa6a585-7b2a-4551-af8a-8c0548302016",
    "created_at": "2025-10-15T12:26:45.298905",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.134528"
  },
  {
    "question": "For Texas projects, always verify:",
    "answer": "Local adoption and amendments with the \"AHJ\" before design and submittal",
    "definition": "Definition: Texas jurisdictions adopt model codes with amendments; coordinate with the Authority Having Jurisdiction.",
    "page": 0,
    "method": "audio_friendly_mcq",
    "mcq_data": {
      "question_num": "400",
      "stem": "For Texas projects, always verify:",
      "correct": "Local adoption and amendments with the \"AHJ\" before design and submittal",
      "correct_letter": "B",
      "distractors": [
        "Out of state practices only",
        "That no codes apply",
        "Only manufacturer opinions"
      ],
      "all_choices": [
        {
          "letter": "A",
          "text": "Out of state practices only"
        },
        {
          "letter": "B",
          "text": "Local adoption and amendments with the \"AHJ\" before design and submittal"
        },
        {
          "letter": "C",
          "text": "That no codes apply"
        },
        {
          "letter": "D",
          "text": "Only manufacturer opinions"
        }
      ]
    },
    "evidence_spans": [
      {
        "page": 0,
        "quote": "For Texas projects, always verify:"
      }
    ],
    "id": "fdebe034-10e3-4117-a061-332cac4bb5d1",
    "created_at": "2025-10-15T12:26:45.298937",
    "status": "draft",
    "approved_at": "2025-10-15T12:26:51.134547"
  }
]