[{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_6040f6840da86ff6cef80826","course_id":"RMI 820","catalog_version_id":"7606047c8e8a15a157bd4107c52b09204cf7f255adba06232ce3100236fc569b","record_version_id":"425a1c58156e8247cb1f6513b70621983b98393dde9e634a235e530d101fc45f","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"8cf134ba489201198a172c048a7c1e78e3227f7a222e1cc76151a7d793617916","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Consent of instructor\",\"course\":null,\"evidence\":\"Consent of instructor\",\"id\":\"consent\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"consent\",\"status\":\"parsed\"}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":true},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_6040f6840da86ff6cef80826","course_id":"RMI 820","catalog_version_id":"7606047c8e8a15a157bd4107c52b09204cf7f255adba06232ce3100236fc569b","record_version_id":"425a1c58156e8247cb1f6513b70621983b98393dde9e634a235e530d101fc45f","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"8cf134ba489201198a172c048a7c1e78e3227f7a222e1cc76151a7d793617916","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[{\"evidence\":[{\"course_id\":\"RMI 820\",\"field\":\"description\",\"quote\":\"Examination of data collection and analysis methods for risk management decisions. Analysis of qualitative and quantitative data to support transfer, retention, and loss control decisions, including loss trending, and evaluation of regulatory controls.\",\"source_url\":\"https://guide.wisc.edu/courses/r_m_i/\"}],\"label\":\"data-analysis\"},{\"evidence\":[{\"course_id\":\"RMI 820\",\"field\":\"official_learning_outcomes\",\"outcome_index\":4,\"quote\":\"Apply course concepts to a project with a large organization and present results to the client.\",\"source_url\":\"https://guide.wisc.edu/courses/r_m_i/\"}],\"label\":\"presentations\"}],\"assumed_background\":[],\"search_phrases\":[\"risk management data analysis\",\"qualitative and quantitative data analysis\",\"loss trending\",\"regulatory controls evaluation\",\"transfer retention loss control decisions\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"RMI 820\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Demonstrate analytical and problem-solving skills.\",\"source_url\":\"https://guide.wisc.edu/courses/r_m_i/\"}],\"text\":\"Analytical and problem-solving skills\"},{\"evidence\":[{\"course_id\":\"RMI 820\",\"field\":\"official_learning_outcomes\",\"outcome_index\":3,\"quote\":\"Deploy skills in leadership, project management, teamwork, communication, analytics, and strategy.\",\"source_url\":\"https://guide.wisc.edu/courses/r_m_i/\"}],\"text\":\"Leadership, project management, teamwork, communication, analytics, and strategy\"},{\"evidence\":[{\"course_id\":\"RMI 820\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Apply complex risk management and insurance concepts to solve real world business challenges.\",\"source_url\":\"https://guide.wisc.edu/courses/r_m_i/\"}],\"text\":\"Applying complex risk management and insurance concepts to solve real-world business challenges\"}],\"summary\":{\"evidence\":[{\"course_id\":\"RMI 820\",\"field\":\"title\",\"quote\":\"ADVANCED TOPICS IN RISK MANAGEMENT\",\"source_url\":\"https://guide.wisc.edu/courses/r_m_i/\"},{\"course_id\":\"RMI 820\",\"field\":\"description\",\"quote\":\"Examination of data collection and analysis methods for risk management decisions. Analysis of qualitative and quantitative data to support transfer, retention, and loss control decisions, including loss trending, and evaluation of regulatory controls.\",\"source_url\":\"https://guide.wisc.edu/courses/r_m_i/\"}],\"text\":\"Advanced topics in risk management examining data collection and analysis methods to support transfer, retention, and loss control decisions, including loss trending and regulatory control evaluation.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"RMI 820\",\"field\":\"description\",\"quote\":\"Examination of data collection and analysis methods for risk management decisions.\",\"source_url\":\"https://guide.wisc.edu/courses/r_m_i/\"}],\"text\":\"Data collection and analysis methods for risk management decisions\"},{\"evidence\":[{\"course_id\":\"RMI 820\",\"field\":\"description\",\"quote\":\"Analysis of qualitative and quantitative data to support transfer, retention, and loss control decisions, including loss trending, and evaluation of regulatory controls.\",\"source_url\":\"https://guide.wisc.edu/courses/r_m_i/\"}],\"text\":\"Qualitative and quantitative data analysis for transfer, retention, loss control, loss trending, and regulatory controls\"}]}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":true},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_6040f6840da86ff6cef80826","course_id":"RMI 820","catalog_version_id":"7606047c8e8a15a157bd4107c52b09204cf7f255adba06232ce3100236fc569b","record_version_id":"425a1c58156e8247cb1f6513b70621983b98393dde9e634a235e530d101fc45f","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"8cf134ba489201198a172c048a7c1e78e3227f7a222e1cc76151a7d793617916","section":"student_experience","status":"insufficient_evidence","value_json":"{\"status\":\"insufficient_evidence\",\"themes\":[]}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":true},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_6040f6840da86ff6cef80826","course_id":"RMI 820","catalog_version_id":"7606047c8e8a15a157bd4107c52b09204cf7f255adba06232ce3100236fc569b","record_version_id":"425a1c58156e8247cb1f6513b70621983b98393dde9e634a235e530d101fc45f","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"8cf134ba489201198a172c048a7c1e78e3227f7a222e1cc76151a7d793617916","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"2c459f3852afeb0881c9a236105b93fdb242827b9030ab889461f737e6de4561\",\"course_id\":\"RMI 820\",\"current_instructors\":[{\"instructor_uid\":\"instructor_a3d8a5a8256732e0176eb12c\",\"message\":\"No course-specific reviews available\",\"name\":\"James Swanke\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":\"rmp:2894767\",\"summary\":[{\"citations\":[{\"course_id\":\"RMI 820\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"39e0ea85-6738-388f-8833-d3bb44971d86\",\"source_record\":{\"entity_id\":\"39e0ea85-6738-388f-8833-d3bb44971d86\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 4.00 GPA, 100.0% A/AB (n=6 letter grades).\"}]}],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":true,\"profile_hash\":\"3f5110430805ccdd533c0c072df62d68a8a5f5441c4530bbdb15d419a199a09c\",\"quick_take\":[{\"citations\":[{\"course_id\":\"RMI 820\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"39e0ea85-6738-388f-8833-d3bb44971d86\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"},{\"course_id\":\"RMI 820\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"39e0ea85-6738-388f-8833-d3bb44971d86\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"RMI 820\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"39e0ea85-6738-388f-8833-d3bb44971d86\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2019: 3.90 GPA, 100.0% A/AB (n=10 letter grades); Spring 2023: 4.00 GPA, 100.0% A/AB (n=7 letter grades); Spring 2025: 4.00 GPA, 100.0% A/AB (n=6 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"9dea82ef7f2113a5605c1c6030c4f9b19967eb742cc93a78268fb92357d29f5c\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"RMI 820\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"39e0ea85-6738-388f-8833-d3bb44971d86\",\"source_record\":{\"entity_id\":\"39e0ea85-6738-388f-8833-d3bb44971d86\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"}],\"text\":\"JAMES SWANKE is recorded teaching in Spring 2025. Recorded history may be incomplete and does not establish a future schedule.\"}],\"term_id\":\"1274\",\"term_name\":\"2027 Sprng\",\"version\":3}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":true},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_6040f6840da86ff6cef80826","course_id":"RMI 820","catalog_version_id":"168dd85c145ab676dc810df610ec7c047d8e31d2e54ef8f7c7e4fdbcd2ff16b6","record_version_id":"6c24d8587a1046976afc880bdb4b9fa12d1c62bca0901791509232f2a61d3f92","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"d311ee0f279722ce23d263d0021637b0423b3f78d2309f5a08e5f0637bb816b8","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Consent of instructor\",\"course\":null,\"evidence\":\"Consent of instructor\",\"id\":\"n0\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"n0\",\"status\":\"parsed\"}","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_6040f6840da86ff6cef80826","course_id":"RMI 820","catalog_version_id":"168dd85c145ab676dc810df610ec7c047d8e31d2e54ef8f7c7e4fdbcd2ff16b6","record_version_id":"6c24d8587a1046976afc880bdb4b9fa12d1c62bca0901791509232f2a61d3f92","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"d311ee0f279722ce23d263d0021637b0423b3f78d2309f5a08e5f0637bb816b8","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"risk management data analysis\",\"qualitative quantitative data risk\",\"loss trending regulatory controls\",\"RMI 820 advanced topics\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"RMI 820\",\"field\":\"description\",\"quote\":\"Examination of data collection and analysis methods for risk management decisions.\"}],\"text\":\"Data collection and analysis methods for risk management\"},{\"evidence\":[{\"course_id\":\"RMI 820\",\"field\":\"description\",\"quote\":\"Analysis of qualitative and quantitative data to support transfer, retention, and loss control decisions\"}],\"text\":\"Analysis of qualitative and quantitative data\"},{\"evidence\":[{\"course_id\":\"RMI 820\",\"field\":\"description\",\"quote\":\"including loss trending, and evaluation of regulatory controls.\"}],\"text\":\"Loss trending and evaluation of regulatory controls\"}],\"summary\":{\"evidence\":[{\"course_id\":\"RMI 820\",\"field\":\"title\",\"quote\":\"ADVANCED TOPICS IN RISK MANAGEMENT\"},{\"course_id\":\"RMI 820\",\"field\":\"description\",\"quote\":\"Examination of data collection and analysis methods for risk management decisions.\"}],\"text\":\"RMI 820 examines data collection and analysis methods for risk management decisions, including loss trending and regulatory controls.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"RMI 820\",\"field\":\"description\",\"quote\":\"risk management decisions\"}],\"text\":\"Risk management decisions\"},{\"evidence\":[{\"course_id\":\"RMI 820\",\"field\":\"description\",\"quote\":\"transfer, retention, and loss control decisions\"}],\"text\":\"Transfer, retention, and loss control\"},{\"evidence\":[{\"course_id\":\"RMI 820\",\"field\":\"description\",\"quote\":\"loss trending\"}],\"text\":\"Loss trending\"},{\"evidence\":[{\"course_id\":\"RMI 820\",\"field\":\"description\",\"quote\":\"evaluation of regulatory controls\"}],\"text\":\"Regulatory controls\"}]}","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_6040f6840da86ff6cef80826","course_id":"RMI 820","catalog_version_id":"168dd85c145ab676dc810df610ec7c047d8e31d2e54ef8f7c7e4fdbcd2ff16b6","record_version_id":"6c24d8587a1046976afc880bdb4b9fa12d1c62bca0901791509232f2a61d3f92","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"d311ee0f279722ce23d263d0021637b0423b3f78d2309f5a08e5f0637bb816b8","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_6040f6840da86ff6cef80826","course_id":"RMI 820","catalog_version_id":"168dd85c145ab676dc810df610ec7c047d8e31d2e54ef8f7c7e4fdbcd2ff16b6","record_version_id":"6c24d8587a1046976afc880bdb4b9fa12d1c62bca0901791509232f2a61d3f92","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"600f41aec546c4dfff48c727e9466258f6038ef672d908ba05e429a677e3bb95","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Consent of instructor\",\"course\":null,\"evidence\":\"Consent of instructor\",\"id\":\"n0\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"n0\",\"status\":\"parsed\"}","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_6040f6840da86ff6cef80826","course_id":"RMI 820","catalog_version_id":"168dd85c145ab676dc810df610ec7c047d8e31d2e54ef8f7c7e4fdbcd2ff16b6","record_version_id":"6c24d8587a1046976afc880bdb4b9fa12d1c62bca0901791509232f2a61d3f92","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"600f41aec546c4dfff48c727e9466258f6038ef672d908ba05e429a677e3bb95","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"risk management data analysis\",\"qualitative quantitative data risk\",\"loss trending regulatory controls\",\"RMI 820 advanced topics\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"RMI 820\",\"field\":\"description\",\"quote\":\"Examination of data collection and analysis methods for risk management decisions.\"}],\"text\":\"Data collection and analysis methods for risk management\"},{\"evidence\":[{\"course_id\":\"RMI 820\",\"field\":\"description\",\"quote\":\"Analysis of qualitative and quantitative data to support transfer, retention, and loss control decisions\"}],\"text\":\"Analysis of qualitative and quantitative data\"},{\"evidence\":[{\"course_id\":\"RMI 820\",\"field\":\"description\",\"quote\":\"including loss trending, and evaluation of regulatory controls.\"}],\"text\":\"Loss trending and evaluation of regulatory controls\"}],\"summary\":{\"evidence\":[{\"course_id\":\"RMI 820\",\"field\":\"title\",\"quote\":\"ADVANCED TOPICS IN RISK MANAGEMENT\"},{\"course_id\":\"RMI 820\",\"field\":\"description\",\"quote\":\"Examination of data collection and analysis methods for risk management decisions.\"}],\"text\":\"RMI 820 examines data collection and analysis methods for risk management decisions, including loss trending and regulatory controls.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"RMI 820\",\"field\":\"description\",\"quote\":\"risk management decisions\"}],\"text\":\"Risk management decisions\"},{\"evidence\":[{\"course_id\":\"RMI 820\",\"field\":\"description\",\"quote\":\"transfer, retention, and loss control decisions\"}],\"text\":\"Transfer, retention, and loss control\"},{\"evidence\":[{\"course_id\":\"RMI 820\",\"field\":\"description\",\"quote\":\"loss trending\"}],\"text\":\"Loss trending\"},{\"evidence\":[{\"course_id\":\"RMI 820\",\"field\":\"description\",\"quote\":\"evaluation of regulatory controls\"}],\"text\":\"Regulatory controls\"}]}","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_6040f6840da86ff6cef80826","course_id":"RMI 820","catalog_version_id":"168dd85c145ab676dc810df610ec7c047d8e31d2e54ef8f7c7e4fdbcd2ff16b6","record_version_id":"6c24d8587a1046976afc880bdb4b9fa12d1c62bca0901791509232f2a61d3f92","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"600f41aec546c4dfff48c727e9466258f6038ef672d908ba05e429a677e3bb95","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":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_6040f6840da86ff6cef80826","course_id":"RMI 820","catalog_version_id":"7606047c8e8a15a157bd4107c52b09204cf7f255adba06232ce3100236fc569b","record_version_id":"425a1c58156e8247cb1f6513b70621983b98393dde9e634a235e530d101fc45f","job_id":"enrich-6556a505c10f448d98d02466","output_id":"7a014086e43b24b4ae551a88d0de52772f2cc7ddc030864b825095dc820472f1","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Consent of instructor\",\"course\":null,\"evidence\":\"Consent of instructor\",\"id\":\"consent\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"consent\",\"status\":\"parsed\"}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":false},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_6040f6840da86ff6cef80826","course_id":"RMI 820","catalog_version_id":"7606047c8e8a15a157bd4107c52b09204cf7f255adba06232ce3100236fc569b","record_version_id":"425a1c58156e8247cb1f6513b70621983b98393dde9e634a235e530d101fc45f","job_id":"enrich-6556a505c10f448d98d02466","output_id":"7a014086e43b24b4ae551a88d0de52772f2cc7ddc030864b825095dc820472f1","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[{\"evidence\":[{\"course_id\":\"RMI 820\",\"field\":\"description\",\"quote\":\"Examination of data collection and analysis methods for risk management decisions. Analysis of qualitative and quantitative data to support transfer, retention, and loss control decisions, including loss trending, and evaluation of regulatory controls.\",\"source_url\":\"https://guide.wisc.edu/courses/r_m_i/\"}],\"label\":\"data-analysis\"},{\"evidence\":[{\"course_id\":\"RMI 820\",\"field\":\"official_learning_outcomes\",\"outcome_index\":4,\"quote\":\"Apply course concepts to a project with a large organization and present results to the client.\",\"source_url\":\"https://guide.wisc.edu/courses/r_m_i/\"}],\"label\":\"presentations\"}],\"assumed_background\":[],\"search_phrases\":[\"risk management data analysis\",\"qualitative and quantitative data analysis\",\"loss trending\",\"regulatory controls evaluation\",\"transfer retention loss control decisions\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"RMI 820\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Demonstrate analytical and problem-solving skills.\",\"source_url\":\"https://guide.wisc.edu/courses/r_m_i/\"}],\"text\":\"Analytical and problem-solving skills\"},{\"evidence\":[{\"course_id\":\"RMI 820\",\"field\":\"official_learning_outcomes\",\"outcome_index\":3,\"quote\":\"Deploy skills in leadership, project management, teamwork, communication, analytics, and strategy.\",\"source_url\":\"https://guide.wisc.edu/courses/r_m_i/\"}],\"text\":\"Leadership, project management, teamwork, communication, analytics, and strategy\"},{\"evidence\":[{\"course_id\":\"RMI 820\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Apply complex risk management and insurance concepts to solve real world business challenges.\",\"source_url\":\"https://guide.wisc.edu/courses/r_m_i/\"}],\"text\":\"Applying complex risk management and insurance concepts to solve real-world business challenges\"}],\"summary\":{\"evidence\":[{\"course_id\":\"RMI 820\",\"field\":\"title\",\"quote\":\"ADVANCED TOPICS IN RISK MANAGEMENT\",\"source_url\":\"https://guide.wisc.edu/courses/r_m_i/\"},{\"course_id\":\"RMI 820\",\"field\":\"description\",\"quote\":\"Examination of data collection and analysis methods for risk management decisions. Analysis of qualitative and quantitative data to support transfer, retention, and loss control decisions, including loss trending, and evaluation of regulatory controls.\",\"source_url\":\"https://guide.wisc.edu/courses/r_m_i/\"}],\"text\":\"Advanced topics in risk management examining data collection and analysis methods to support transfer, retention, and loss control decisions, including loss trending and regulatory control evaluation.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"RMI 820\",\"field\":\"description\",\"quote\":\"Examination of data collection and analysis methods for risk management decisions.\",\"source_url\":\"https://guide.wisc.edu/courses/r_m_i/\"}],\"text\":\"Data collection and analysis methods for risk management decisions\"},{\"evidence\":[{\"course_id\":\"RMI 820\",\"field\":\"description\",\"quote\":\"Analysis of qualitative and quantitative data to support transfer, retention, and loss control decisions, including loss trending, and evaluation of regulatory controls.\",\"source_url\":\"https://guide.wisc.edu/courses/r_m_i/\"}],\"text\":\"Qualitative and quantitative data analysis for transfer, retention, loss control, loss trending, and regulatory controls\"}]}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":false},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_6040f6840da86ff6cef80826","course_id":"RMI 820","catalog_version_id":"7606047c8e8a15a157bd4107c52b09204cf7f255adba06232ce3100236fc569b","record_version_id":"425a1c58156e8247cb1f6513b70621983b98393dde9e634a235e530d101fc45f","job_id":"enrich-6556a505c10f448d98d02466","output_id":"7a014086e43b24b4ae551a88d0de52772f2cc7ddc030864b825095dc820472f1","section":"student_experience","status":"insufficient_evidence","value_json":"{\"status\":\"insufficient_evidence\",\"themes\":[]}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_6040f6840da86ff6cef80826","course_id":"RMI 820","catalog_version_id":"168dd85c145ab676dc810df610ec7c047d8e31d2e54ef8f7c7e4fdbcd2ff16b6","record_version_id":"6c24d8587a1046976afc880bdb4b9fa12d1c62bca0901791509232f2a61d3f92","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"4e4c55d15f98fe44985a42e7e0d02a783fa5935ac375952cd6910ebc1eb33861","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Consent of instructor\",\"course\":null,\"evidence\":\"Consent of instructor\",\"id\":\"n0\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"n0\",\"status\":\"parsed\"}","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_6040f6840da86ff6cef80826","course_id":"RMI 820","catalog_version_id":"168dd85c145ab676dc810df610ec7c047d8e31d2e54ef8f7c7e4fdbcd2ff16b6","record_version_id":"6c24d8587a1046976afc880bdb4b9fa12d1c62bca0901791509232f2a61d3f92","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"4e4c55d15f98fe44985a42e7e0d02a783fa5935ac375952cd6910ebc1eb33861","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"risk management data analysis\",\"qualitative quantitative data risk\",\"loss trending regulatory controls\",\"RMI 820 advanced topics\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"RMI 820\",\"field\":\"description\",\"quote\":\"Examination of data collection and analysis methods for risk management decisions.\"}],\"text\":\"Data collection and analysis methods for risk management\"},{\"evidence\":[{\"course_id\":\"RMI 820\",\"field\":\"description\",\"quote\":\"Analysis of qualitative and quantitative data to support transfer, retention, and loss control decisions\"}],\"text\":\"Analysis of qualitative and quantitative data\"},{\"evidence\":[{\"course_id\":\"RMI 820\",\"field\":\"description\",\"quote\":\"including loss trending, and evaluation of regulatory controls.\"}],\"text\":\"Loss trending and evaluation of regulatory controls\"}],\"summary\":{\"evidence\":[{\"course_id\":\"RMI 820\",\"field\":\"title\",\"quote\":\"ADVANCED TOPICS IN RISK MANAGEMENT\"},{\"course_id\":\"RMI 820\",\"field\":\"description\",\"quote\":\"Examination of data collection and analysis methods for risk management decisions.\"}],\"text\":\"RMI 820 examines data collection and analysis methods for risk management decisions, including loss trending and regulatory controls.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"RMI 820\",\"field\":\"description\",\"quote\":\"risk management decisions\"}],\"text\":\"Risk management decisions\"},{\"evidence\":[{\"course_id\":\"RMI 820\",\"field\":\"description\",\"quote\":\"transfer, retention, and loss control decisions\"}],\"text\":\"Transfer, retention, and loss control\"},{\"evidence\":[{\"course_id\":\"RMI 820\",\"field\":\"description\",\"quote\":\"loss trending\"}],\"text\":\"Loss trending\"},{\"evidence\":[{\"course_id\":\"RMI 820\",\"field\":\"description\",\"quote\":\"evaluation of regulatory controls\"}],\"text\":\"Regulatory controls\"}]}","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_6040f6840da86ff6cef80826","course_id":"RMI 820","catalog_version_id":"168dd85c145ab676dc810df610ec7c047d8e31d2e54ef8f7c7e4fdbcd2ff16b6","record_version_id":"6c24d8587a1046976afc880bdb4b9fa12d1c62bca0901791509232f2a61d3f92","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"4e4c55d15f98fe44985a42e7e0d02a783fa5935ac375952cd6910ebc1eb33861","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_6040f6840da86ff6cef80826","course_id":"RMI 820","catalog_version_id":"168dd85c145ab676dc810df610ec7c047d8e31d2e54ef8f7c7e4fdbcd2ff16b6","record_version_id":"6c24d8587a1046976afc880bdb4b9fa12d1c62bca0901791509232f2a61d3f92","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"4e4c55d15f98fe44985a42e7e0d02a783fa5935ac375952cd6910ebc1eb33861","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"caa1de5b865c80814c658c0ac4553ae2addf43efa4adee967dc374272f5b2d24\",\"course_id\":\"RMI 820\",\"current_instructors\":[],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":false,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"course_id\":\"RMI 820\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"39e0ea85-6738-388f-8833-d3bb44971d86\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"},{\"course_id\":\"RMI 820\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"39e0ea85-6738-388f-8833-d3bb44971d86\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"RMI 820\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"39e0ea85-6738-388f-8833-d3bb44971d86\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2019: 3.90 GPA, 100.0% A/AB (n=10 letter grades); Spring 2023: 4.00 GPA, 100.0% A/AB (n=7 letter grades); Spring 2025: 4.00 GPA, 100.0% 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":false}]