[{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_53aaecb8920d39fa1d6f906f","course_id":"LIS 707","catalog_version_id":"efbc903a3524bd4db18cbeb0f8d7f73d71cc93700c1e4da886dcb11a6edcbaec","record_version_id":"77023da673cc3e1b48dda945380cd966a4eb89e8b561968c1a877cdbd84c0114","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"eaa4ae8aa9792de23523fab650ac53a450d775ececd735f400e950e94aea4cdd","section":"requirements","status":"invalid","value_json":null,"candidate_json":"{\"nodes\":[{\"children\":[\"n0\",\"n1\"],\"condition\":null,\"course\":null,\"evidence\":\"Graduate/professional standing or Declared in Analytics for Decision Making capstone certificate\",\"id\":\"root\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":null,\"evidence\":\"Graduate/professional standing\",\"id\":\"n0\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"Declared in Analytics for Decision Making capstone certificate\",\"course\":null,\"evidence\":\"Declared in Analytics for Decision Making capstone certificate\",\"id\":\"n1\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"root\",\"status\":\"parsed\"}","error":"Non-course conditions must preserve verbatim source text","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_53aaecb8920d39fa1d6f906f","course_id":"LIS 707","catalog_version_id":"efbc903a3524bd4db18cbeb0f8d7f73d71cc93700c1e4da886dcb11a6edcbaec","record_version_id":"77023da673cc3e1b48dda945380cd966a4eb89e8b561968c1a877cdbd84c0114","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"eaa4ae8aa9792de23523fab650ac53a450d775ececd735f400e950e94aea4cdd","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"data visualization dashboard\",\"data communication graduate\",\"analytics decision making visualization\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"LIS 707\",\"field\":\"description\",\"quote\":\"develop visualization dashboards and presentations\"}],\"text\":\"Develop visualization dashboards and presentations\"},{\"evidence\":[{\"course_id\":\"LIS 707\",\"field\":\"description\",\"quote\":\"plan appropriate types of visualization(s) based on source data, audience, and goals\"}],\"text\":\"Plan appropriate visualizations based on data, audience, and goals\"},{\"evidence\":[{\"course_id\":\"LIS 707\",\"field\":\"description\",\"quote\":\"evaluate visualizations for effectiveness and bias\"}],\"text\":\"Evaluate visualizations for effectiveness and bias\"}],\"summary\":{\"evidence\":[{\"course_id\":\"LIS 707\",\"field\":\"title\",\"quote\":\"DATA VISUALIZATION AND COMMUNICATION FOR DECISION MAKING\"},{\"course_id\":\"LIS 707\",\"field\":\"description\",\"quote\":\"Introduces key concepts in data visualization and communication\"}],\"text\":\"LIS 707 introduces data visualization concepts, teaching students to plan, develop, and evaluate dashboards for effective communication and decision making.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"LIS 707\",\"field\":\"description\",\"quote\":\"key concepts in data visualization and communication\"}],\"text\":\"Data visualization and communication concepts\"},{\"evidence\":[{\"course_id\":\"LIS 707\",\"field\":\"description\",\"quote\":\"limitations and challenges of using visualization techniques\"}],\"text\":\"Limitations and challenges of visualization techniques\"},{\"evidence\":[{\"course_id\":\"LIS 707\",\"field\":\"description\",\"quote\":\"effectiveness and bias\"}],\"text\":\"Visualization effectiveness and bias\"}]}","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_53aaecb8920d39fa1d6f906f","course_id":"LIS 707","catalog_version_id":"efbc903a3524bd4db18cbeb0f8d7f73d71cc93700c1e4da886dcb11a6edcbaec","record_version_id":"77023da673cc3e1b48dda945380cd966a4eb89e8b561968c1a877cdbd84c0114","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"eaa4ae8aa9792de23523fab650ac53a450d775ececd735f400e950e94aea4cdd","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_53aaecb8920d39fa1d6f906f","course_id":"LIS 707","catalog_version_id":"efbc903a3524bd4db18cbeb0f8d7f73d71cc93700c1e4da886dcb11a6edcbaec","record_version_id":"77023da673cc3e1b48dda945380cd966a4eb89e8b561968c1a877cdbd84c0114","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"fc34813f43c6ee80f78d42e1536bd12af0892c47b79c1d1bb82fd2b8b0120dc3","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n0\",\"n1\"],\"condition\":null,\"course\":null,\"evidence\":\"Graduate/professional standing or Declared in Analytics for Decision Making capstone certificate\",\"id\":\"root\",\"kind\":\"any\"},{\"children\":[],\"condition\":\"Graduate/professional standing\",\"course\":null,\"evidence\":\"Graduate/professional standing\",\"id\":\"n0\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"Declared in Analytics for Decision Making capstone certificate\",\"course\":null,\"evidence\":\"Declared in Analytics for Decision Making capstone certificate\",\"id\":\"n1\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"root\",\"status\":\"parsed\"}","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_53aaecb8920d39fa1d6f906f","course_id":"LIS 707","catalog_version_id":"efbc903a3524bd4db18cbeb0f8d7f73d71cc93700c1e4da886dcb11a6edcbaec","record_version_id":"77023da673cc3e1b48dda945380cd966a4eb89e8b561968c1a877cdbd84c0114","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"fc34813f43c6ee80f78d42e1536bd12af0892c47b79c1d1bb82fd2b8b0120dc3","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"data visualization dashboard\",\"data communication graduate\",\"analytics decision making visualization\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"LIS 707\",\"field\":\"description\",\"quote\":\"develop visualization dashboards and presentations\"}],\"text\":\"Develop visualization dashboards and presentations\"},{\"evidence\":[{\"course_id\":\"LIS 707\",\"field\":\"description\",\"quote\":\"plan appropriate types of visualization(s) based on source data, audience, and goals\"}],\"text\":\"Plan appropriate visualizations based on data, audience, and goals\"},{\"evidence\":[{\"course_id\":\"LIS 707\",\"field\":\"description\",\"quote\":\"evaluate visualizations for effectiveness and bias\"}],\"text\":\"Evaluate visualizations for effectiveness and bias\"}],\"summary\":{\"evidence\":[{\"course_id\":\"LIS 707\",\"field\":\"title\",\"quote\":\"DATA VISUALIZATION AND COMMUNICATION FOR DECISION MAKING\"},{\"course_id\":\"LIS 707\",\"field\":\"description\",\"quote\":\"Introduces key concepts in data visualization and communication\"}],\"text\":\"LIS 707 introduces data visualization concepts, teaching students to plan, develop, and evaluate dashboards for effective communication and decision making.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"LIS 707\",\"field\":\"description\",\"quote\":\"key concepts in data visualization and communication\"}],\"text\":\"Data visualization and communication concepts\"},{\"evidence\":[{\"course_id\":\"LIS 707\",\"field\":\"description\",\"quote\":\"limitations and challenges of using visualization techniques\"}],\"text\":\"Limitations and challenges of visualization techniques\"},{\"evidence\":[{\"course_id\":\"LIS 707\",\"field\":\"description\",\"quote\":\"effectiveness and bias\"}],\"text\":\"Visualization effectiveness and bias\"}]}","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_53aaecb8920d39fa1d6f906f","course_id":"LIS 707","catalog_version_id":"efbc903a3524bd4db18cbeb0f8d7f73d71cc93700c1e4da886dcb11a6edcbaec","record_version_id":"77023da673cc3e1b48dda945380cd966a4eb89e8b561968c1a877cdbd84c0114","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"fc34813f43c6ee80f78d42e1536bd12af0892c47b79c1d1bb82fd2b8b0120dc3","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":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_53aaecb8920d39fa1d6f906f","course_id":"LIS 707","catalog_version_id":"efbc903a3524bd4db18cbeb0f8d7f73d71cc93700c1e4da886dcb11a6edcbaec","record_version_id":"77023da673cc3e1b48dda945380cd966a4eb89e8b561968c1a877cdbd84c0114","job_id":"enrich-789789da373eecc1ff75f626","output_id":"e10177d7258b795f53f75994fd4a9984b663e3fd7875f23825f07b65acae6a94","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n0\",\"n1\"],\"condition\":null,\"course\":null,\"evidence\":\"Graduate/professional standing or Declared in Analytics for Decision Making capstone certificate\",\"id\":\"root\",\"kind\":\"any\"},{\"children\":[],\"condition\":\"Graduate/professional standing\",\"course\":null,\"evidence\":\"Graduate/professional standing\",\"id\":\"n0\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"Declared in Analytics for Decision Making capstone certificate\",\"course\":null,\"evidence\":\"Declared in Analytics for Decision Making capstone certificate\",\"id\":\"n1\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"root\",\"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_53aaecb8920d39fa1d6f906f","course_id":"LIS 707","catalog_version_id":"efbc903a3524bd4db18cbeb0f8d7f73d71cc93700c1e4da886dcb11a6edcbaec","record_version_id":"77023da673cc3e1b48dda945380cd966a4eb89e8b561968c1a877cdbd84c0114","job_id":"enrich-789789da373eecc1ff75f626","output_id":"e10177d7258b795f53f75994fd4a9984b663e3fd7875f23825f07b65acae6a94","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"data visualization dashboard\",\"data communication graduate\",\"analytics decision making visualization\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"LIS 707\",\"field\":\"description\",\"quote\":\"develop visualization dashboards and presentations\"}],\"text\":\"Develop visualization dashboards and presentations\"},{\"evidence\":[{\"course_id\":\"LIS 707\",\"field\":\"description\",\"quote\":\"plan appropriate types of visualization(s) based on source data, audience, and goals\"}],\"text\":\"Plan appropriate visualizations based on data, audience, and goals\"},{\"evidence\":[{\"course_id\":\"LIS 707\",\"field\":\"description\",\"quote\":\"evaluate visualizations for effectiveness and bias\"}],\"text\":\"Evaluate visualizations for effectiveness and bias\"}],\"summary\":{\"evidence\":[{\"course_id\":\"LIS 707\",\"field\":\"title\",\"quote\":\"DATA VISUALIZATION AND COMMUNICATION FOR DECISION MAKING\"},{\"course_id\":\"LIS 707\",\"field\":\"description\",\"quote\":\"Introduces key concepts in data visualization and communication\"}],\"text\":\"LIS 707 introduces data visualization concepts, teaching students to plan, develop, and evaluate dashboards for effective communication and decision making.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"LIS 707\",\"field\":\"description\",\"quote\":\"key concepts in data visualization and communication\"}],\"text\":\"Data visualization and communication concepts\"},{\"evidence\":[{\"course_id\":\"LIS 707\",\"field\":\"description\",\"quote\":\"limitations and challenges of using visualization techniques\"}],\"text\":\"Limitations and challenges of visualization techniques\"},{\"evidence\":[{\"course_id\":\"LIS 707\",\"field\":\"description\",\"quote\":\"effectiveness and bias\"}],\"text\":\"Visualization effectiveness and bias\"}]}","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_53aaecb8920d39fa1d6f906f","course_id":"LIS 707","catalog_version_id":"efbc903a3524bd4db18cbeb0f8d7f73d71cc93700c1e4da886dcb11a6edcbaec","record_version_id":"77023da673cc3e1b48dda945380cd966a4eb89e8b561968c1a877cdbd84c0114","job_id":"enrich-789789da373eecc1ff75f626","output_id":"e10177d7258b795f53f75994fd4a9984b663e3fd7875f23825f07b65acae6a94","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_53aaecb8920d39fa1d6f906f","course_id":"LIS 707","catalog_version_id":"efbc903a3524bd4db18cbeb0f8d7f73d71cc93700c1e4da886dcb11a6edcbaec","record_version_id":"77023da673cc3e1b48dda945380cd966a4eb89e8b561968c1a877cdbd84c0114","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"9ba5b3ffc1a6b0bdfc694e33c6416fa419fb5af8a0e3a836d3bf8d3945ce279f","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n0\",\"n1\"],\"condition\":null,\"course\":null,\"evidence\":\"Graduate/professional standing or Declared in Analytics for Decision Making capstone certificate\",\"id\":\"root\",\"kind\":\"any\"},{\"children\":[],\"condition\":\"Graduate/professional standing\",\"course\":null,\"evidence\":\"Graduate/professional standing\",\"id\":\"n0\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"Declared in Analytics for Decision Making capstone certificate\",\"course\":null,\"evidence\":\"Declared in Analytics for Decision Making capstone certificate\",\"id\":\"n1\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"root\",\"status\":\"parsed\"}","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_53aaecb8920d39fa1d6f906f","course_id":"LIS 707","catalog_version_id":"efbc903a3524bd4db18cbeb0f8d7f73d71cc93700c1e4da886dcb11a6edcbaec","record_version_id":"77023da673cc3e1b48dda945380cd966a4eb89e8b561968c1a877cdbd84c0114","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"9ba5b3ffc1a6b0bdfc694e33c6416fa419fb5af8a0e3a836d3bf8d3945ce279f","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"data visualization dashboard\",\"data communication graduate\",\"analytics decision making visualization\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"LIS 707\",\"field\":\"description\",\"quote\":\"develop visualization dashboards and presentations\"}],\"text\":\"Develop visualization dashboards and presentations\"},{\"evidence\":[{\"course_id\":\"LIS 707\",\"field\":\"description\",\"quote\":\"plan appropriate types of visualization(s) based on source data, audience, and goals\"}],\"text\":\"Plan appropriate visualizations based on data, audience, and goals\"},{\"evidence\":[{\"course_id\":\"LIS 707\",\"field\":\"description\",\"quote\":\"evaluate visualizations for effectiveness and bias\"}],\"text\":\"Evaluate visualizations for effectiveness and bias\"}],\"summary\":{\"evidence\":[{\"course_id\":\"LIS 707\",\"field\":\"title\",\"quote\":\"DATA VISUALIZATION AND COMMUNICATION FOR DECISION MAKING\"},{\"course_id\":\"LIS 707\",\"field\":\"description\",\"quote\":\"Introduces key concepts in data visualization and communication\"}],\"text\":\"LIS 707 introduces data visualization concepts, teaching students to plan, develop, and evaluate dashboards for effective communication and decision making.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"LIS 707\",\"field\":\"description\",\"quote\":\"key concepts in data visualization and communication\"}],\"text\":\"Data visualization and communication concepts\"},{\"evidence\":[{\"course_id\":\"LIS 707\",\"field\":\"description\",\"quote\":\"limitations and challenges of using visualization techniques\"}],\"text\":\"Limitations and challenges of visualization techniques\"},{\"evidence\":[{\"course_id\":\"LIS 707\",\"field\":\"description\",\"quote\":\"effectiveness and bias\"}],\"text\":\"Visualization effectiveness and bias\"}]}","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_53aaecb8920d39fa1d6f906f","course_id":"LIS 707","catalog_version_id":"efbc903a3524bd4db18cbeb0f8d7f73d71cc93700c1e4da886dcb11a6edcbaec","record_version_id":"77023da673cc3e1b48dda945380cd966a4eb89e8b561968c1a877cdbd84c0114","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"9ba5b3ffc1a6b0bdfc694e33c6416fa419fb5af8a0e3a836d3bf8d3945ce279f","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_53aaecb8920d39fa1d6f906f","course_id":"LIS 707","catalog_version_id":"efbc903a3524bd4db18cbeb0f8d7f73d71cc93700c1e4da886dcb11a6edcbaec","record_version_id":"77023da673cc3e1b48dda945380cd966a4eb89e8b561968c1a877cdbd84c0114","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"9ba5b3ffc1a6b0bdfc694e33c6416fa419fb5af8a0e3a836d3bf8d3945ce279f","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"15f02126c9f84f7ed6018946030f1a8592bef6d9770cee4a6aaec682ef1734e6\",\"course_id\":\"LIS 707\",\"current_instructors\":[{\"instructor_uid\":\"instructor_dcca9dbcfba830c2f365d283\",\"message\":\"No course-specific reviews available\",\"name\":\"Chaoqun Ni\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[{\"citations\":[{\"course_id\":\"LIS 707\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"66072cf2-51d3-388c-a995-2b0d7326d003\",\"source_record\":{\"entity_id\":\"66072cf2-51d3-388c-a995-2b0d7326d003\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"LIS 707\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"66072cf2-51d3-388c-a995-2b0d7326d003\",\"source_record\":{\"entity_id\":\"66072cf2-51d3-388c-a995-2b0d7326d003\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"LIS 707\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"66072cf2-51d3-388c-a995-2b0d7326d003\",\"source_record\":{\"entity_id\":\"66072cf2-51d3-388c-a995-2b0d7326d003\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"LIS 707\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"66072cf2-51d3-388c-a995-2b0d7326d003\",\"source_record\":{\"entity_id\":\"66072cf2-51d3-388c-a995-2b0d7326d003\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"LIS 707\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"66072cf2-51d3-388c-a995-2b0d7326d003\",\"source_record\":{\"entity_id\":\"66072cf2-51d3-388c-a995-2b0d7326d003\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2023: 3.88 GPA, 95.2% A/AB (n=62 letter grades); Fall 2024: 3.80 GPA, 90.0% A/AB (n=40 letter grades); Fall 2025: 3.93 GPA, 100.0% A/AB (n=27 letter grades). Includes jointly taught sections.\"}]}],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":true,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"course_id\":\"LIS 707\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"66072cf2-51d3-388c-a995-2b0d7326d003\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"LIS 707\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"66072cf2-51d3-388c-a995-2b0d7326d003\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"LIS 707\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"66072cf2-51d3-388c-a995-2b0d7326d003\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2023: 3.88 GPA, 95.2% A/AB (n=62 letter grades); Fall 2024: 3.83 GPA, 90.9% A/AB (n=55 letter grades); Fall 2025: 3.93 GPA, 100.0% A/AB (n=27 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"LIS 707\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"66072cf2-51d3-388c-a995-2b0d7326d003\",\"source_record\":{\"entity_id\":\"66072cf2-51d3-388c-a995-2b0d7326d003\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"LIS 707\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"66072cf2-51d3-388c-a995-2b0d7326d003\",\"source_record\":{\"entity_id\":\"66072cf2-51d3-388c-a995-2b0d7326d003\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"LIS 707\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"66072cf2-51d3-388c-a995-2b0d7326d003\",\"source_record\":{\"entity_id\":\"66072cf2-51d3-388c-a995-2b0d7326d003\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"LIS 707\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"66072cf2-51d3-388c-a995-2b0d7326d003\",\"source_record\":{\"entity_id\":\"66072cf2-51d3-388c-a995-2b0d7326d003\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"LIS 707\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"66072cf2-51d3-388c-a995-2b0d7326d003\",\"source_record\":{\"entity_id\":\"66072cf2-51d3-388c-a995-2b0d7326d003\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"LIS 707\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"66072cf2-51d3-388c-a995-2b0d7326d003\",\"source_record\":{\"entity_id\":\"66072cf2-51d3-388c-a995-2b0d7326d003\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"LIS 707\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"66072cf2-51d3-388c-a995-2b0d7326d003\",\"source_record\":{\"entity_id\":\"66072cf2-51d3-388c-a995-2b0d7326d003\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"LIS 707\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"66072cf2-51d3-388c-a995-2b0d7326d003\",\"source_record\":{\"entity_id\":\"66072cf2-51d3-388c-a995-2b0d7326d003\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"LIS 707\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"66072cf2-51d3-388c-a995-2b0d7326d003\",\"source_record\":{\"entity_id\":\"66072cf2-51d3-388c-a995-2b0d7326d003\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"LIS 707\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"66072cf2-51d3-388c-a995-2b0d7326d003\",\"source_record\":{\"entity_id\":\"66072cf2-51d3-388c-a995-2b0d7326d003\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"LIS 707\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"66072cf2-51d3-388c-a995-2b0d7326d003\",\"source_record\":{\"entity_id\":\"66072cf2-51d3-388c-a995-2b0d7326d003\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"LIS 707\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"66072cf2-51d3-388c-a995-2b0d7326d003\",\"source_record\":{\"entity_id\":\"66072cf2-51d3-388c-a995-2b0d7326d003\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"LIS 707\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"66072cf2-51d3-388c-a995-2b0d7326d003\",\"source_record\":{\"entity_id\":\"66072cf2-51d3-388c-a995-2b0d7326d003\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"LIS 707\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"66072cf2-51d3-388c-a995-2b0d7326d003\",\"source_record\":{\"entity_id\":\"66072cf2-51d3-388c-a995-2b0d7326d003\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"LIS 707\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"66072cf2-51d3-388c-a995-2b0d7326d003\",\"source_record\":{\"entity_id\":\"66072cf2-51d3-388c-a995-2b0d7326d003\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"LIS 707\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"66072cf2-51d3-388c-a995-2b0d7326d003\",\"source_record\":{\"entity_id\":\"66072cf2-51d3-388c-a995-2b0d7326d003\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"CHAOQUN NI is recorded teaching in Fall 2020, Fall 2021, Fall 2022, Fall 2023, Fall 2024, Fall 2025. Recorded history may be incomplete and does not establish a future schedule.\"}],\"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}]