[{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_2f80fe67c14c7955182e19aa","course_id":"C&ESOC/ISYE/NE/SOC 708","catalog_version_id":"134d7b2e405672f8045eeee9f38cd372081067f05495b98ead57714625a82e75","record_version_id":"5f2b504f5b557aac3bd13bc59fdefeba7389015ff86cec3d178c649dc977fc95","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"2d42788e570dcc6b0cc010f1e847b86522caac6991fd7b709a4e757681d9f5a3","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Graduate/professional standing\",\"course\":null,\"evidence\":\"Graduate/professional standing\",\"id\":\"n0\",\"kind\":\"condition\"}],\"notes\":[\"Reference to 'Graduate/professional standing' is a verbatim condition; canonical identity or specific program restrictions are not linked in linked_courses.\"],\"root\":\"n0\",\"status\":\"needs_review\"}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_2f80fe67c14c7955182e19aa","course_id":"C&ESOC/ISYE/NE/SOC 708","catalog_version_id":"134d7b2e405672f8045eeee9f38cd372081067f05495b98ead57714625a82e75","record_version_id":"5f2b504f5b557aac3bd13bc59fdefeba7389015ff86cec3d178c649dc977fc95","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"2d42788e570dcc6b0cc010f1e847b86522caac6991fd7b709a4e757681d9f5a3","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"technological risk management\",\"nuclear power policy\",\"hazardous waste regulation\",\"risk perception cognitive bias\",\"decision analysis case studies\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"C&ESOC/ISYE/NE/SOC 708\",\"field\":\"description\",\"quote\":\"Risk perception and cognitive biases\"}],\"text\":\"Understanding risk perception and cognitive biases\"},{\"evidence\":[{\"course_id\":\"C&ESOC/ISYE/NE/SOC 708\",\"field\":\"description\",\"quote\":\"risk analysis and decision analysis\"}],\"text\":\"Conducting risk and decision analysis\"},{\"evidence\":[{\"course_id\":\"C&ESOC/ISYE/NE/SOC 708\",\"field\":\"description\",\"quote\":\"political issues in risk management\"}],\"text\":\"Analyzing political issues in risk management\"},{\"evidence\":[{\"course_id\":\"C&ESOC/ISYE/NE/SOC 708\",\"field\":\"description\",\"quote\":\"regulatory mechanisms\"}],\"text\":\"Evaluating regulatory mechanisms\"},{\"evidence\":[{\"course_id\":\"C&ESOC/ISYE/NE/SOC 708\",\"field\":\"description\",\"quote\":\"risk communication\"}],\"text\":\"Practicing risk communication\"}],\"summary\":{\"evidence\":[{\"course_id\":\"C&ESOC/ISYE/NE/SOC 708\",\"field\":\"description\",\"quote\":\"Issues involved in decision-making regarding technological risks and risk management in areas such as nuclear power, hazardous waste disposal, and pollution control.\"}],\"text\":\"Examines decision-making and risk management for technological hazards like nuclear power and pollution, covering analysis, politics, regulation, and communication.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"C&ESOC/ISYE/NE/SOC 708\",\"field\":\"description\",\"quote\":\"nuclear power, hazardous waste disposal, and pollution control\"}],\"text\":\"Technological hazards: nuclear power, hazardous waste, pollution\"},{\"evidence\":[{\"course_id\":\"C&ESOC/ISYE/NE/SOC 708\",\"field\":\"description\",\"quote\":\"Risk perception and cognitive biases\"}],\"text\":\"Risk perception and cognitive biases\"},{\"evidence\":[{\"course_id\":\"C&ESOC/ISYE/NE/SOC 708\",\"field\":\"description\",\"quote\":\"political issues in risk management\"}],\"text\":\"Political issues in risk management\"},{\"evidence\":[{\"course_id\":\"C&ESOC/ISYE/NE/SOC 708\",\"field\":\"description\",\"quote\":\"Selected case studies\"}],\"text\":\"Case studies in risk management\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_2f80fe67c14c7955182e19aa","course_id":"C&ESOC/ISYE/NE/SOC 708","catalog_version_id":"134d7b2e405672f8045eeee9f38cd372081067f05495b98ead57714625a82e75","record_version_id":"5f2b504f5b557aac3bd13bc59fdefeba7389015ff86cec3d178c649dc977fc95","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"2d42788e570dcc6b0cc010f1e847b86522caac6991fd7b709a4e757681d9f5a3","section":"student_experience","status":"insufficient_evidence","value_json":"{\"status\":\"insufficient_evidence\",\"themes\":[]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_2f80fe67c14c7955182e19aa","course_id":"C&ESOC/ISYE/NE/SOC 708","catalog_version_id":"134d7b2e405672f8045eeee9f38cd372081067f05495b98ead57714625a82e75","record_version_id":"5f2b504f5b557aac3bd13bc59fdefeba7389015ff86cec3d178c649dc977fc95","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"dc29d9999b1150e9096a035536da75a3962c239eded6e32bda001d926796628e","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Graduate/professional standing\",\"course\":null,\"evidence\":\"Graduate/professional standing\",\"id\":\"n0\",\"kind\":\"condition\"}],\"notes\":[\"Reference to 'Graduate/professional standing' is a verbatim condition; canonical identity or specific program restrictions are not linked in linked_courses.\"],\"root\":\"n0\",\"status\":\"needs_review\"}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_2f80fe67c14c7955182e19aa","course_id":"C&ESOC/ISYE/NE/SOC 708","catalog_version_id":"134d7b2e405672f8045eeee9f38cd372081067f05495b98ead57714625a82e75","record_version_id":"5f2b504f5b557aac3bd13bc59fdefeba7389015ff86cec3d178c649dc977fc95","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"dc29d9999b1150e9096a035536da75a3962c239eded6e32bda001d926796628e","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"technological risk management\",\"nuclear power policy\",\"hazardous waste regulation\",\"risk perception cognitive bias\",\"decision analysis case studies\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"C&ESOC/ISYE/NE/SOC 708\",\"field\":\"description\",\"quote\":\"Risk perception and cognitive biases\"}],\"text\":\"Understanding risk perception and cognitive biases\"},{\"evidence\":[{\"course_id\":\"C&ESOC/ISYE/NE/SOC 708\",\"field\":\"description\",\"quote\":\"risk analysis and decision analysis\"}],\"text\":\"Conducting risk and decision analysis\"},{\"evidence\":[{\"course_id\":\"C&ESOC/ISYE/NE/SOC 708\",\"field\":\"description\",\"quote\":\"political issues in risk management\"}],\"text\":\"Analyzing political issues in risk management\"},{\"evidence\":[{\"course_id\":\"C&ESOC/ISYE/NE/SOC 708\",\"field\":\"description\",\"quote\":\"regulatory mechanisms\"}],\"text\":\"Evaluating regulatory mechanisms\"},{\"evidence\":[{\"course_id\":\"C&ESOC/ISYE/NE/SOC 708\",\"field\":\"description\",\"quote\":\"risk communication\"}],\"text\":\"Practicing risk communication\"}],\"summary\":{\"evidence\":[{\"course_id\":\"C&ESOC/ISYE/NE/SOC 708\",\"field\":\"description\",\"quote\":\"Issues involved in decision-making regarding technological risks and risk management in areas such as nuclear power, hazardous waste disposal, and pollution control.\"}],\"text\":\"Examines decision-making and risk management for technological hazards like nuclear power and pollution, covering analysis, politics, regulation, and communication.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"C&ESOC/ISYE/NE/SOC 708\",\"field\":\"description\",\"quote\":\"nuclear power, hazardous waste disposal, and pollution control\"}],\"text\":\"Technological hazards: nuclear power, hazardous waste, pollution\"},{\"evidence\":[{\"course_id\":\"C&ESOC/ISYE/NE/SOC 708\",\"field\":\"description\",\"quote\":\"Risk perception and cognitive biases\"}],\"text\":\"Risk perception and cognitive biases\"},{\"evidence\":[{\"course_id\":\"C&ESOC/ISYE/NE/SOC 708\",\"field\":\"description\",\"quote\":\"political issues in risk management\"}],\"text\":\"Political issues in risk management\"},{\"evidence\":[{\"course_id\":\"C&ESOC/ISYE/NE/SOC 708\",\"field\":\"description\",\"quote\":\"Selected case studies\"}],\"text\":\"Case studies in risk management\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_2f80fe67c14c7955182e19aa","course_id":"C&ESOC/ISYE/NE/SOC 708","catalog_version_id":"134d7b2e405672f8045eeee9f38cd372081067f05495b98ead57714625a82e75","record_version_id":"5f2b504f5b557aac3bd13bc59fdefeba7389015ff86cec3d178c649dc977fc95","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"dc29d9999b1150e9096a035536da75a3962c239eded6e32bda001d926796628e","section":"student_experience","status":"insufficient_evidence","value_json":"{\"status\":\"insufficient_evidence\",\"themes\":[]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_2f80fe67c14c7955182e19aa","course_id":"C&ESOC/ISYE/NE/SOC 708","catalog_version_id":"134d7b2e405672f8045eeee9f38cd372081067f05495b98ead57714625a82e75","record_version_id":"5f2b504f5b557aac3bd13bc59fdefeba7389015ff86cec3d178c649dc977fc95","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"c87b22b9a2745d5d79dc8c0b23ffa6dd0cd99641228d27f4d31055ac95afe28e","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Graduate/professional standing\",\"course\":null,\"evidence\":\"Graduate/professional standing\",\"id\":\"n0\",\"kind\":\"condition\"}],\"notes\":[\"Reference to 'Graduate/professional standing' is a verbatim condition; canonical identity or specific program restrictions are not linked in linked_courses.\"],\"root\":\"n0\",\"status\":\"needs_review\"}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_2f80fe67c14c7955182e19aa","course_id":"C&ESOC/ISYE/NE/SOC 708","catalog_version_id":"134d7b2e405672f8045eeee9f38cd372081067f05495b98ead57714625a82e75","record_version_id":"5f2b504f5b557aac3bd13bc59fdefeba7389015ff86cec3d178c649dc977fc95","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"c87b22b9a2745d5d79dc8c0b23ffa6dd0cd99641228d27f4d31055ac95afe28e","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"technological risk management\",\"nuclear power policy\",\"hazardous waste regulation\",\"risk perception cognitive bias\",\"decision analysis case studies\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"C&ESOC/ISYE/NE/SOC 708\",\"field\":\"description\",\"quote\":\"Risk perception and cognitive biases\"}],\"text\":\"Understanding risk perception and cognitive biases\"},{\"evidence\":[{\"course_id\":\"C&ESOC/ISYE/NE/SOC 708\",\"field\":\"description\",\"quote\":\"risk analysis and decision analysis\"}],\"text\":\"Conducting risk and decision analysis\"},{\"evidence\":[{\"course_id\":\"C&ESOC/ISYE/NE/SOC 708\",\"field\":\"description\",\"quote\":\"political issues in risk management\"}],\"text\":\"Analyzing political issues in risk management\"},{\"evidence\":[{\"course_id\":\"C&ESOC/ISYE/NE/SOC 708\",\"field\":\"description\",\"quote\":\"regulatory mechanisms\"}],\"text\":\"Evaluating regulatory mechanisms\"},{\"evidence\":[{\"course_id\":\"C&ESOC/ISYE/NE/SOC 708\",\"field\":\"description\",\"quote\":\"risk communication\"}],\"text\":\"Practicing risk communication\"}],\"summary\":{\"evidence\":[{\"course_id\":\"C&ESOC/ISYE/NE/SOC 708\",\"field\":\"description\",\"quote\":\"Issues involved in decision-making regarding technological risks and risk management in areas such as nuclear power, hazardous waste disposal, and pollution control.\"}],\"text\":\"Examines decision-making and risk management for technological hazards like nuclear power and pollution, covering analysis, politics, regulation, and communication.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"C&ESOC/ISYE/NE/SOC 708\",\"field\":\"description\",\"quote\":\"nuclear power, hazardous waste disposal, and pollution control\"}],\"text\":\"Technological hazards: nuclear power, hazardous waste, pollution\"},{\"evidence\":[{\"course_id\":\"C&ESOC/ISYE/NE/SOC 708\",\"field\":\"description\",\"quote\":\"Risk perception and cognitive biases\"}],\"text\":\"Risk perception and cognitive biases\"},{\"evidence\":[{\"course_id\":\"C&ESOC/ISYE/NE/SOC 708\",\"field\":\"description\",\"quote\":\"political issues in risk management\"}],\"text\":\"Political issues in risk management\"},{\"evidence\":[{\"course_id\":\"C&ESOC/ISYE/NE/SOC 708\",\"field\":\"description\",\"quote\":\"Selected case studies\"}],\"text\":\"Case studies in risk management\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_2f80fe67c14c7955182e19aa","course_id":"C&ESOC/ISYE/NE/SOC 708","catalog_version_id":"134d7b2e405672f8045eeee9f38cd372081067f05495b98ead57714625a82e75","record_version_id":"5f2b504f5b557aac3bd13bc59fdefeba7389015ff86cec3d178c649dc977fc95","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"c87b22b9a2745d5d79dc8c0b23ffa6dd0cd99641228d27f4d31055ac95afe28e","section":"student_experience","status":"insufficient_evidence","value_json":"{\"status\":\"insufficient_evidence\",\"themes\":[]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_2f80fe67c14c7955182e19aa","course_id":"C&ESOC/ISYE/NE/SOC 708","catalog_version_id":"134d7b2e405672f8045eeee9f38cd372081067f05495b98ead57714625a82e75","record_version_id":"5f2b504f5b557aac3bd13bc59fdefeba7389015ff86cec3d178c649dc977fc95","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"c87b22b9a2745d5d79dc8c0b23ffa6dd0cd99641228d27f4d31055ac95afe28e","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"84abd50b537233f4731d7b41fbd25b84d4632948be8a495bf8ebcaae1a23b9f6\",\"course_id\":\"C&ESOC/ISYE/NE/SOC 708\",\"current_instructors\":[],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":false,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"course_id\":\"C&ESOC/ISYE/NE/SOC 708\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"f5bd9c41-3a5e-388f-a105-bcbd73beeeb8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1154\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2015: 3.58 GPA, 66.7% A/AB (n=6 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[],\"term_id\":\"1272\",\"term_name\":\"2026 Fall\",\"version\":2}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true}]