[{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_70ffeadbfc5508e687b0b5e2","course_id":"COMPSCI/LIS/STAT 401","catalog_version_id":"6b8f3794d5b3f392529aa5931f6cc829f166a5fb594c5800d9d0aabc1fb0d08b","record_version_id":"fed26b29f9cd3d0ad81245be381e815fefa173366b1c97e8e87aa66b5e5a9837","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"638b4295df9604118728930e9129f54c3819da7f1d1da31f71ffc23ee27d0554","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_70ffeadbfc5508e687b0b5e2","course_id":"COMPSCI/LIS/STAT 401","catalog_version_id":"6b8f3794d5b3f392529aa5931f6cc829f166a5fb594c5800d9d0aabc1fb0d08b","record_version_id":"fed26b29f9cd3d0ad81245be381e815fefa173366b1c97e8e87aa66b5e5a9837","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"638b4295df9604118728930e9129f54c3819da7f1d1da31f71ffc23ee27d0554","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"COMPSCI/LIS/STAT 401\",\"field\":\"description\",\"quote\":\"combines classroom theory with practical knowledge related to Computer Sciences, Data Science, Statistics, or Information Science\"}],\"text\":\"Background in Computer Sciences, Data Science, Statistics, or Information Science\"}],\"search_phrases\":[\"undergraduate cooperative education\",\"COMPSCI LIS STAT 401 work experience\",\"co-op computer science statistics\",\"practical knowledge classroom theory\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"COMPSCI/LIS/STAT 401\",\"field\":\"description\",\"quote\":\"Full time work experience which combines classroom theory with practical knowledge\"}],\"text\":\"Applying classroom theory to practical work experience\"}],\"summary\":{\"evidence\":[{\"course_id\":\"COMPSCI/LIS/STAT 401\",\"field\":\"title\",\"quote\":\"UNDERGRADUATE COOPERATIVE EDUCATION\"},{\"course_id\":\"COMPSCI/LIS/STAT 401\",\"field\":\"description\",\"quote\":\"Full time work experience which combines classroom theory with practical knowledge related to Computer Sciences, Data Science, Statistics, or Information Science.\"}],\"text\":\"Undergraduate Cooperative Education providing full-time work experience that combines classroom theory with practical knowledge in Computer Sciences, Data Science, Statistics, or Information Science.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"COMPSCI/LIS/STAT 401\",\"field\":\"description\",\"quote\":\"Computer Sciences, Data Science, Statistics, or Information Science\"}],\"text\":\"Computer Sciences, Data Science, Statistics, or Information Science\"}]}","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_70ffeadbfc5508e687b0b5e2","course_id":"COMPSCI/LIS/STAT 401","catalog_version_id":"6b8f3794d5b3f392529aa5931f6cc829f166a5fb594c5800d9d0aabc1fb0d08b","record_version_id":"fed26b29f9cd3d0ad81245be381e815fefa173366b1c97e8e87aa66b5e5a9837","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"638b4295df9604118728930e9129f54c3819da7f1d1da31f71ffc23ee27d0554","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_70ffeadbfc5508e687b0b5e2","course_id":"COMPSCI/LIS/STAT 401","catalog_version_id":"6b8f3794d5b3f392529aa5931f6cc829f166a5fb594c5800d9d0aabc1fb0d08b","record_version_id":"fed26b29f9cd3d0ad81245be381e815fefa173366b1c97e8e87aa66b5e5a9837","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"0c98803d1dbfd95a7cf807eb1619c98124e3f4c7158aa1a95f2ee8c5dddd26a5","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":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_70ffeadbfc5508e687b0b5e2","course_id":"COMPSCI/LIS/STAT 401","catalog_version_id":"6b8f3794d5b3f392529aa5931f6cc829f166a5fb594c5800d9d0aabc1fb0d08b","record_version_id":"fed26b29f9cd3d0ad81245be381e815fefa173366b1c97e8e87aa66b5e5a9837","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"0c98803d1dbfd95a7cf807eb1619c98124e3f4c7158aa1a95f2ee8c5dddd26a5","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"COMPSCI/LIS/STAT 401\",\"field\":\"description\",\"quote\":\"combines classroom theory with practical knowledge related to Computer Sciences, Data Science, Statistics, or Information Science\"}],\"text\":\"Background in Computer Sciences, Data Science, Statistics, or Information Science\"}],\"search_phrases\":[\"undergraduate cooperative education\",\"COMPSCI LIS STAT 401 work experience\",\"co-op computer science statistics\",\"practical knowledge classroom theory\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"COMPSCI/LIS/STAT 401\",\"field\":\"description\",\"quote\":\"Full time work experience which combines classroom theory with practical knowledge\"}],\"text\":\"Applying classroom theory to practical work experience\"}],\"summary\":{\"evidence\":[{\"course_id\":\"COMPSCI/LIS/STAT 401\",\"field\":\"title\",\"quote\":\"UNDERGRADUATE COOPERATIVE EDUCATION\"},{\"course_id\":\"COMPSCI/LIS/STAT 401\",\"field\":\"description\",\"quote\":\"Full time work experience which combines classroom theory with practical knowledge related to Computer Sciences, Data Science, Statistics, or Information Science.\"}],\"text\":\"Undergraduate Cooperative Education providing full-time work experience that combines classroom theory with practical knowledge in Computer Sciences, Data Science, Statistics, or Information Science.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"COMPSCI/LIS/STAT 401\",\"field\":\"description\",\"quote\":\"Computer Sciences, Data Science, Statistics, or Information Science\"}],\"text\":\"Computer Sciences, Data Science, Statistics, or Information Science\"}]}","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_70ffeadbfc5508e687b0b5e2","course_id":"COMPSCI/LIS/STAT 401","catalog_version_id":"6b8f3794d5b3f392529aa5931f6cc829f166a5fb594c5800d9d0aabc1fb0d08b","record_version_id":"fed26b29f9cd3d0ad81245be381e815fefa173366b1c97e8e87aa66b5e5a9837","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"0c98803d1dbfd95a7cf807eb1619c98124e3f4c7158aa1a95f2ee8c5dddd26a5","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_70ffeadbfc5508e687b0b5e2","course_id":"COMPSCI/LIS/STAT 401","catalog_version_id":"6b8f3794d5b3f392529aa5931f6cc829f166a5fb594c5800d9d0aabc1fb0d08b","record_version_id":"fed26b29f9cd3d0ad81245be381e815fefa173366b1c97e8e87aa66b5e5a9837","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"f3604638b32af26cd77d479623b1e24c80b495c009b6cccefe6dccc88d66416a","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":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_70ffeadbfc5508e687b0b5e2","course_id":"COMPSCI/LIS/STAT 401","catalog_version_id":"6b8f3794d5b3f392529aa5931f6cc829f166a5fb594c5800d9d0aabc1fb0d08b","record_version_id":"fed26b29f9cd3d0ad81245be381e815fefa173366b1c97e8e87aa66b5e5a9837","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"f3604638b32af26cd77d479623b1e24c80b495c009b6cccefe6dccc88d66416a","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"COMPSCI/LIS/STAT 401\",\"field\":\"description\",\"quote\":\"combines classroom theory with practical knowledge related to Computer Sciences, Data Science, Statistics, or Information Science\"}],\"text\":\"Background in Computer Sciences, Data Science, Statistics, or Information Science\"}],\"search_phrases\":[\"undergraduate cooperative education\",\"COMPSCI LIS STAT 401 work experience\",\"co-op computer science statistics\",\"practical knowledge classroom theory\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"COMPSCI/LIS/STAT 401\",\"field\":\"description\",\"quote\":\"Full time work experience which combines classroom theory with practical knowledge\"}],\"text\":\"Applying classroom theory to practical work experience\"}],\"summary\":{\"evidence\":[{\"course_id\":\"COMPSCI/LIS/STAT 401\",\"field\":\"title\",\"quote\":\"UNDERGRADUATE COOPERATIVE EDUCATION\"},{\"course_id\":\"COMPSCI/LIS/STAT 401\",\"field\":\"description\",\"quote\":\"Full time work experience which combines classroom theory with practical knowledge related to Computer Sciences, Data Science, Statistics, or Information Science.\"}],\"text\":\"Undergraduate Cooperative Education providing full-time work experience that combines classroom theory with practical knowledge in Computer Sciences, Data Science, Statistics, or Information Science.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"COMPSCI/LIS/STAT 401\",\"field\":\"description\",\"quote\":\"Computer Sciences, Data Science, Statistics, or Information Science\"}],\"text\":\"Computer Sciences, Data Science, Statistics, or Information Science\"}]}","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_70ffeadbfc5508e687b0b5e2","course_id":"COMPSCI/LIS/STAT 401","catalog_version_id":"6b8f3794d5b3f392529aa5931f6cc829f166a5fb594c5800d9d0aabc1fb0d08b","record_version_id":"fed26b29f9cd3d0ad81245be381e815fefa173366b1c97e8e87aa66b5e5a9837","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"f3604638b32af26cd77d479623b1e24c80b495c009b6cccefe6dccc88d66416a","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_70ffeadbfc5508e687b0b5e2","course_id":"COMPSCI/LIS/STAT 401","catalog_version_id":"6b8f3794d5b3f392529aa5931f6cc829f166a5fb594c5800d9d0aabc1fb0d08b","record_version_id":"fed26b29f9cd3d0ad81245be381e815fefa173366b1c97e8e87aa66b5e5a9837","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"f3604638b32af26cd77d479623b1e24c80b495c009b6cccefe6dccc88d66416a","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"ef2b9d6fd00a4edc4d10e09320276098f8b70696665f73ec42444bab88f198a0\",\"course_id\":\"COMPSCI/LIS/STAT 401\",\"current_instructors\":[{\"instructor_uid\":\"instructor_286a127ca52473d4d08abf84\",\"message\":\"No course-specific reviews available\",\"name\":\"Shelby Arkin\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[{\"citations\":[{\"course_id\":\"COMPSCI/LIS/STAT 401\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"16db16c5-3dec-3498-b429-0bd5dbc36732\",\"source_record\":{\"entity_id\":\"16db16c5-3dec-3498-b429-0bd5dbc36732\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2025: 3.93 GPA, 93.3% A/AB (n=15 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\":\"COMPSCI/LIS/STAT 401\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"16db16c5-3dec-3498-b429-0bd5dbc36732\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2025: 3.93 GPA, 93.3% A/AB (n=15 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"COMPSCI/LIS/STAT 401\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"16db16c5-3dec-3498-b429-0bd5dbc36732\",\"source_record\":{\"entity_id\":\"16db16c5-3dec-3498-b429-0bd5dbc36732\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/LIS/STAT 401\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"16db16c5-3dec-3498-b429-0bd5dbc36732\",\"source_record\":{\"entity_id\":\"16db16c5-3dec-3498-b429-0bd5dbc36732\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"SHELBY ARKIN is recorded teaching in Fall 2025, Spring 2026. 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}]