[{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_a2d520e6768f411e5e909ef4","course_id":"CIVENGR/GLE 434","catalog_version_id":"f30b60f3a642c08c06a94d04470182b5b4153c30fd4bcdad366c10d738adccae","record_version_id":"3ad682c01891a636e4416dc54a522439759a905b236f7ab5f4aebf9fdd38344f","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"988c33e19194adb8df0e186db2b51590a209f72477e49e482ab60b8fa87d2aa1","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\",\"n3\"],\"condition\":null,\"course\":null,\"evidence\":\"CIV ENGR/G L E 330,GEOSCI/CIV ENGR/G L E/M S & E 474or concurrent enrollment, graduate/professional standing, or member of Engineering Guest Students\",\"id\":\"root\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":330,\"minimum_grade\":null,\"subjects\":[\"CIVENGR\",\"GLE\"],\"timing\":\"prior_or_concurrent\"},\"evidence\":\"CIV ENGR/G L E 330,GEOSCI/CIV ENGR/G L E/M S & E 474or concurrent enrollment\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":474,\"minimum_grade\":null,\"subjects\":[\"CIVENGR\",\"GEOSCI\",\"GLE\",\"MS&E\"],\"timing\":\"prior_or_concurrent\"},\"evidence\":\"CIV ENGR/G L E 330,GEOSCI/CIV ENGR/G L E/M S & E 474or concurrent enrollment\",\"id\":\"n2\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"graduate/professional standing, or member of Engineering Guest Students\",\"course\":null,\"evidence\":\"graduate/professional standing, or member of Engineering Guest Students\",\"id\":\"n3\",\"kind\":\"condition\"}],\"notes\":[\"Interpreted comma-separated course list as OR alternatives due to ambiguity between AND/OR grouping.\",\"Assumed 'concurrent enrollment' applies to both listed courses based on proximity.\"],\"root\":\"root\",\"status\":\"needs_review\"}","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_a2d520e6768f411e5e909ef4","course_id":"CIVENGR/GLE 434","catalog_version_id":"f30b60f3a642c08c06a94d04470182b5b4153c30fd4bcdad366c10d738adccae","record_version_id":"3ad682c01891a636e4416dc54a522439759a905b236f7ab5f4aebf9fdd38344f","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"988c33e19194adb8df0e186db2b51590a209f72477e49e482ab60b8fa87d2aa1","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[{\"evidence\":[{\"course_id\":\"CIVENGR/GLE 434\",\"field\":\"description\",\"quote\":\"Subsurface stress; rock failure criteria; openings in competent rock; openings in layered rocks; plastic behavior around openings in weak rock; stereographic projections and stereonet; block theory; rock bolts; stabilization methods and design.\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"label\":\"data-analysis\"},{\"evidence\":[{\"course_id\":\"CIVENGR/GLE 434\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Predict stress concentrations around underground openings\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"},{\"course_id\":\"CIVENGR/GLE 434\",\"field\":\"official_learning_outcomes\",\"outcome_index\":2,\"quote\":\"Design openings to minimize hazard\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"label\":\"mathematical-reasoning\"}],\"assumed_background\":[],\"search_phrases\":[\"underground openings engineering\",\"subsurface stress analysis\",\"rock mechanics design\",\"stereographic projections\",\"rock mass stability\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"CIVENGR/GLE 434\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Predict stress concentrations around underground openings\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"text\":\"Predict stress concentrations around underground openings\"},{\"evidence\":[{\"course_id\":\"CIVENGR/GLE 434\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Identify weak points around underground openings in conjunction with the rock mass type information\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"text\":\"Identify weak points in rock masses\"},{\"evidence\":[{\"course_id\":\"CIVENGR/GLE 434\",\"field\":\"official_learning_outcomes\",\"outcome_index\":2,\"quote\":\"Design openings to minimize hazard\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"text\":\"Design underground openings for safety\"},{\"evidence\":[{\"course_id\":\"CIVENGR/GLE 434\",\"field\":\"official_learning_outcomes\",\"outcome_index\":3,\"quote\":\"Design reinforcement strategies\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"text\":\"Design reinforcement strategies\"},{\"evidence\":[{\"course_id\":\"CIVENGR/GLE 434\",\"field\":\"description\",\"quote\":\"stereographic projections and stereonet; block theory\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"text\":\"Apply stereographic projections and block theory\"}],\"summary\":{\"evidence\":[{\"course_id\":\"CIVENGR/GLE 434\",\"field\":\"title\",\"quote\":\"INTRODUCTION TO UNDERGROUND OPENINGS ENGINEERING\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"},{\"course_id\":\"CIVENGR/GLE 434\",\"field\":\"description\",\"quote\":\"Subsurface stress; rock failure criteria; openings in competent rock; openings in layered rocks; plastic behavior around openings in weak rock; stereographic projections and stereonet; block theory; rock bolts; stabilization methods and design.\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"text\":\"Introduction to underground openings engineering covering subsurface stress, rock failure criteria, and design of openings in various rock types using stereonets and stabilization methods.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"CIVENGR/GLE 434\",\"field\":\"description\",\"quote\":\"Subsurface stress; rock failure criteria\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"text\":\"Subsurface stress and rock failure criteria\"},{\"evidence\":[{\"course_id\":\"CIVENGR/GLE 434\",\"field\":\"description\",\"quote\":\"openings in competent rock; openings in layered rocks; plastic behavior around openings in weak rock\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"text\":\"Openings in competent, layered, and weak rock\"},{\"evidence\":[{\"course_id\":\"CIVENGR/GLE 434\",\"field\":\"description\",\"quote\":\"stereographic projections and stereonet; block theory\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"text\":\"Stereographic projections and block theory\"},{\"evidence\":[{\"course_id\":\"CIVENGR/GLE 434\",\"field\":\"description\",\"quote\":\"rock bolts; stabilization methods and design\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"text\":\"Rock bolts and stabilization methods\"}]}","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_a2d520e6768f411e5e909ef4","course_id":"CIVENGR/GLE 434","catalog_version_id":"f30b60f3a642c08c06a94d04470182b5b4153c30fd4bcdad366c10d738adccae","record_version_id":"3ad682c01891a636e4416dc54a522439759a905b236f7ab5f4aebf9fdd38344f","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"988c33e19194adb8df0e186db2b51590a209f72477e49e482ab60b8fa87d2aa1","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_a2d520e6768f411e5e909ef4","course_id":"CIVENGR/GLE 434","catalog_version_id":"f30b60f3a642c08c06a94d04470182b5b4153c30fd4bcdad366c10d738adccae","record_version_id":"3ad682c01891a636e4416dc54a522439759a905b236f7ab5f4aebf9fdd38344f","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"988c33e19194adb8df0e186db2b51590a209f72477e49e482ab60b8fa87d2aa1","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"a8072833667d7554f2c40dd185e404f112a2d3230ba9b944551ae3c068d036be\",\"course_id\":\"CIVENGR/GLE 434\",\"current_instructors\":[{\"instructor_uid\":\"instructor_7140e31a98b65accd39489f8\",\"message\":\"No course-specific reviews available\",\"name\":\"Hiroki Sone\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[{\"citations\":[{\"course_id\":\"CIVENGR/GLE 434\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"4e666e11-9b9b-3fbc-8289-24d7b5a0f784\",\"source_record\":{\"entity_id\":\"4e666e11-9b9b-3fbc-8289-24d7b5a0f784\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"CIVENGR/GLE 434\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"4e666e11-9b9b-3fbc-8289-24d7b5a0f784\",\"source_record\":{\"entity_id\":\"4e666e11-9b9b-3fbc-8289-24d7b5a0f784\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"CIVENGR/GLE 434\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"4e666e11-9b9b-3fbc-8289-24d7b5a0f784\",\"source_record\":{\"entity_id\":\"4e666e11-9b9b-3fbc-8289-24d7b5a0f784\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2022: 3.77 GPA, 93.3% A/AB (n=15 letter grades); Spring 2023: 3.78 GPA, 100.0% A/AB (n=9 letter grades); Spring 2026: 3.75 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\":\"CIVENGR/GLE 434\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"4e666e11-9b9b-3fbc-8289-24d7b5a0f784\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"CIVENGR/GLE 434\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"4e666e11-9b9b-3fbc-8289-24d7b5a0f784\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"CIVENGR/GLE 434\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"4e666e11-9b9b-3fbc-8289-24d7b5a0f784\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2022: 3.77 GPA, 93.3% A/AB (n=15 letter grades); Spring 2023: 3.78 GPA, 100.0% A/AB (n=9 letter grades); Spring 2026: 3.75 GPA, 100.0% A/AB (n=6 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"9dea82ef7f2113a5605c1c6030c4f9b19967eb742cc93a78268fb92357d29f5c\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"CIVENGR/GLE 434\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"4e666e11-9b9b-3fbc-8289-24d7b5a0f784\",\"source_record\":{\"entity_id\":\"4e666e11-9b9b-3fbc-8289-24d7b5a0f784\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"CIVENGR/GLE 434\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"4e666e11-9b9b-3fbc-8289-24d7b5a0f784\",\"source_record\":{\"entity_id\":\"4e666e11-9b9b-3fbc-8289-24d7b5a0f784\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"CIVENGR/GLE 434\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"4e666e11-9b9b-3fbc-8289-24d7b5a0f784\",\"source_record\":{\"entity_id\":\"4e666e11-9b9b-3fbc-8289-24d7b5a0f784\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"CIVENGR/GLE 434\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"4e666e11-9b9b-3fbc-8289-24d7b5a0f784\",\"source_record\":{\"entity_id\":\"4e666e11-9b9b-3fbc-8289-24d7b5a0f784\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"HIROKI SONE is recorded teaching in Spring 2022, Spring 2023, Spring 2025, Spring 2026. 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_a2d520e6768f411e5e909ef4","course_id":"CIVENGR/GLE 434","catalog_version_id":"c85e81d8094204dad2a6262134dbd11e762a0613bcf76bda1b006d05c3366ed8","record_version_id":"b509186557b367f64f6f5575dbe75a2975251b77ef9d911abe7e7ba0a840d8d6","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"1126d03c1e39f55c6c89671541b8c629f25e4a230afbc8913f04695a1daa9d67","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\",\"n3\",\"n4\"],\"condition\":null,\"course\":null,\"evidence\":\"CIV ENGR/G L E 330,GEOSCI/CIV ENGR/G L E/M S & E 474or concurrent enrollment, graduate/professional standing, or member of Engineering Guest Students\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":330,\"minimum_grade\":null,\"subjects\":[\"CIVENGR\",\"GLE\"],\"timing\":\"prior\"},\"evidence\":\"CIV ENGR/G L E 330\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":474,\"minimum_grade\":null,\"subjects\":[\"CIVENGR\",\"GEOSCI\",\"GLE\",\"MS&E\"],\"timing\":\"prior_or_concurrent\"},\"evidence\":\"GEOSCI/CIV ENGR/G L E/M S & E 474or concurrent enrollment\",\"id\":\"n2\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"graduate/professional standing\",\"course\":null,\"evidence\":\"graduate/professional standing\",\"id\":\"n3\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"member of Engineering Guest Students\",\"course\":null,\"evidence\":\"member of Engineering Guest Students\",\"id\":\"n4\",\"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_a2d520e6768f411e5e909ef4","course_id":"CIVENGR/GLE 434","catalog_version_id":"c85e81d8094204dad2a6262134dbd11e762a0613bcf76bda1b006d05c3366ed8","record_version_id":"b509186557b367f64f6f5575dbe75a2975251b77ef9d911abe7e7ba0a840d8d6","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"1126d03c1e39f55c6c89671541b8c629f25e4a230afbc8913f04695a1daa9d67","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"CIVENGR/GLE 330\",\"field\":\"description\",\"quote\":\"Basic principles of soil mechanics and fundamentals of application in engineering practice; soil composition and texture; classification; permeability and seepage; consolidation; settlement; shear strength; lateral earth pressures and retaining structures, shallow and deep foundations, slope stability; subsurface exploration; laboratory characterization of physical and engineering properties of soils.\"}],\"text\":\"Soil mechanics and subsurface engineering properties\"},{\"evidence\":[{\"course_id\":\"CIVENGR/GEOSCI/GLE/MS&E 474\",\"field\":\"description\",\"quote\":\"Classification of rock masses, stress and strain in rock, linear and non-linear behavior of rock, failure mechanisms, state of stress in rock masses, lab testing, geological and engineering applications.\"}],\"text\":\"Rock mechanics, stress/strain in rock, and failure mechanisms\"}],\"search_phrases\":[\"underground openings engineering\",\"rock failure criteria\",\"stereographic projections\",\"block theory rock bolts\",\"subsurface stress design\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"CIVENGR/GLE 434\",\"field\":\"description\",\"quote\":\"stereographic projections and stereonet\"}],\"text\":\"Stereographic projection and stereonet analysis\"},{\"evidence\":[{\"course_id\":\"CIVENGR/GLE 434\",\"field\":\"description\",\"quote\":\"block theory\"}],\"text\":\"Block theory application\"},{\"evidence\":[{\"course_id\":\"CIVENGR/GLE 434\",\"field\":\"description\",\"quote\":\"stabilization methods and design\"}],\"text\":\"Stabilization methods and design\"}],\"summary\":{\"evidence\":[{\"course_id\":\"CIVENGR/GLE 434\",\"field\":\"title\",\"quote\":\"INTRODUCTION TO UNDERGROUND OPENINGS ENGINEERING\"},{\"course_id\":\"CIVENGR/GLE 434\",\"field\":\"description\",\"quote\":\"Subsurface stress; rock failure criteria; openings in competent rock; openings in layered rocks; plastic behavior around openings in weak rock; stereographic projections and stereonet; block theory; rock bolts; stabilization methods and design.\"}],\"text\":\"Introduction to underground openings engineering covering subsurface stress, rock failure, stereographic projections, block theory, and stabilization design.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"CIVENGR/GLE 434\",\"field\":\"description\",\"quote\":\"Subsurface stress\"}],\"text\":\"Subsurface stress\"},{\"evidence\":[{\"course_id\":\"CIVENGR/GLE 434\",\"field\":\"description\",\"quote\":\"rock failure criteria\"}],\"text\":\"Rock failure criteria\"},{\"evidence\":[{\"course_id\":\"CIVENGR/GLE 434\",\"field\":\"description\",\"quote\":\"openings in competent rock\"}],\"text\":\"Openings in competent rock\"},{\"evidence\":[{\"course_id\":\"CIVENGR/GLE 434\",\"field\":\"description\",\"quote\":\"openings in layered rocks\"}],\"text\":\"Openings in layered rocks\"},{\"evidence\":[{\"course_id\":\"CIVENGR/GLE 434\",\"field\":\"description\",\"quote\":\"plastic behavior around openings in weak rock\"}],\"text\":\"Plastic behavior around openings in weak rock\"},{\"evidence\":[{\"course_id\":\"CIVENGR/GLE 434\",\"field\":\"description\",\"quote\":\"rock bolts\"}],\"text\":\"Rock bolts\"}]}","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_a2d520e6768f411e5e909ef4","course_id":"CIVENGR/GLE 434","catalog_version_id":"c85e81d8094204dad2a6262134dbd11e762a0613bcf76bda1b006d05c3366ed8","record_version_id":"b509186557b367f64f6f5575dbe75a2975251b77ef9d911abe7e7ba0a840d8d6","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"1126d03c1e39f55c6c89671541b8c629f25e4a230afbc8913f04695a1daa9d67","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_a2d520e6768f411e5e909ef4","course_id":"CIVENGR/GLE 434","catalog_version_id":"c85e81d8094204dad2a6262134dbd11e762a0613bcf76bda1b006d05c3366ed8","record_version_id":"b509186557b367f64f6f5575dbe75a2975251b77ef9d911abe7e7ba0a840d8d6","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"3afe0aa3071453d254b07176057cb4f860b433cd7f28e2ec76c56e87078f264b","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\",\"n3\",\"n4\"],\"condition\":null,\"course\":null,\"evidence\":\"CIV ENGR/G L E 330,GEOSCI/CIV ENGR/G L E/M S & E 474or concurrent enrollment, graduate/professional standing, or member of Engineering Guest Students\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":330,\"minimum_grade\":null,\"subjects\":[\"CIVENGR\",\"GLE\"],\"timing\":\"prior\"},\"evidence\":\"CIV ENGR/G L E 330\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":474,\"minimum_grade\":null,\"subjects\":[\"CIVENGR\",\"GEOSCI\",\"GLE\",\"MS&E\"],\"timing\":\"prior_or_concurrent\"},\"evidence\":\"GEOSCI/CIV ENGR/G L E/M S & E 474or concurrent enrollment\",\"id\":\"n2\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"graduate/professional standing\",\"course\":null,\"evidence\":\"graduate/professional standing\",\"id\":\"n3\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"member of Engineering Guest Students\",\"course\":null,\"evidence\":\"member of Engineering Guest Students\",\"id\":\"n4\",\"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_a2d520e6768f411e5e909ef4","course_id":"CIVENGR/GLE 434","catalog_version_id":"c85e81d8094204dad2a6262134dbd11e762a0613bcf76bda1b006d05c3366ed8","record_version_id":"b509186557b367f64f6f5575dbe75a2975251b77ef9d911abe7e7ba0a840d8d6","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"3afe0aa3071453d254b07176057cb4f860b433cd7f28e2ec76c56e87078f264b","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"CIVENGR/GLE 330\",\"field\":\"description\",\"quote\":\"Basic principles of soil mechanics and fundamentals of application in engineering practice; soil composition and texture; classification; permeability and seepage; consolidation; settlement; shear strength; lateral earth pressures and retaining structures, shallow and deep foundations, slope stability; subsurface exploration; laboratory characterization of physical and engineering properties of soils.\"}],\"text\":\"Soil mechanics and subsurface engineering properties\"},{\"evidence\":[{\"course_id\":\"CIVENGR/GEOSCI/GLE/MS&E 474\",\"field\":\"description\",\"quote\":\"Classification of rock masses, stress and strain in rock, linear and non-linear behavior of rock, failure mechanisms, state of stress in rock masses, lab testing, geological and engineering applications.\"}],\"text\":\"Rock mechanics, stress/strain in rock, and failure mechanisms\"}],\"search_phrases\":[\"underground openings engineering\",\"rock failure criteria\",\"stereographic projections\",\"block theory rock bolts\",\"subsurface stress design\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"CIVENGR/GLE 434\",\"field\":\"description\",\"quote\":\"stereographic projections and stereonet\"}],\"text\":\"Stereographic projection and stereonet analysis\"},{\"evidence\":[{\"course_id\":\"CIVENGR/GLE 434\",\"field\":\"description\",\"quote\":\"block theory\"}],\"text\":\"Block theory application\"},{\"evidence\":[{\"course_id\":\"CIVENGR/GLE 434\",\"field\":\"description\",\"quote\":\"stabilization methods and design\"}],\"text\":\"Stabilization methods and design\"}],\"summary\":{\"evidence\":[{\"course_id\":\"CIVENGR/GLE 434\",\"field\":\"title\",\"quote\":\"INTRODUCTION TO UNDERGROUND OPENINGS ENGINEERING\"},{\"course_id\":\"CIVENGR/GLE 434\",\"field\":\"description\",\"quote\":\"Subsurface stress; rock failure criteria; openings in competent rock; openings in layered rocks; plastic behavior around openings in weak rock; stereographic projections and stereonet; block theory; rock bolts; stabilization methods and design.\"}],\"text\":\"Introduction to underground openings engineering covering subsurface stress, rock failure, stereographic projections, block theory, and stabilization design.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"CIVENGR/GLE 434\",\"field\":\"description\",\"quote\":\"Subsurface stress\"}],\"text\":\"Subsurface stress\"},{\"evidence\":[{\"course_id\":\"CIVENGR/GLE 434\",\"field\":\"description\",\"quote\":\"rock failure criteria\"}],\"text\":\"Rock failure criteria\"},{\"evidence\":[{\"course_id\":\"CIVENGR/GLE 434\",\"field\":\"description\",\"quote\":\"openings in competent rock\"}],\"text\":\"Openings in competent rock\"},{\"evidence\":[{\"course_id\":\"CIVENGR/GLE 434\",\"field\":\"description\",\"quote\":\"openings in layered rocks\"}],\"text\":\"Openings in layered rocks\"},{\"evidence\":[{\"course_id\":\"CIVENGR/GLE 434\",\"field\":\"description\",\"quote\":\"plastic behavior around openings in weak rock\"}],\"text\":\"Plastic behavior around openings in weak rock\"},{\"evidence\":[{\"course_id\":\"CIVENGR/GLE 434\",\"field\":\"description\",\"quote\":\"rock bolts\"}],\"text\":\"Rock bolts\"}]}","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_a2d520e6768f411e5e909ef4","course_id":"CIVENGR/GLE 434","catalog_version_id":"c85e81d8094204dad2a6262134dbd11e762a0613bcf76bda1b006d05c3366ed8","record_version_id":"b509186557b367f64f6f5575dbe75a2975251b77ef9d911abe7e7ba0a840d8d6","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"3afe0aa3071453d254b07176057cb4f860b433cd7f28e2ec76c56e87078f264b","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_a2d520e6768f411e5e909ef4","course_id":"CIVENGR/GLE 434","catalog_version_id":"f30b60f3a642c08c06a94d04470182b5b4153c30fd4bcdad366c10d738adccae","record_version_id":"3ad682c01891a636e4416dc54a522439759a905b236f7ab5f4aebf9fdd38344f","job_id":"enrich-6556a505c10f448d98d02466","output_id":"789ac34695e22752e2051ac49270c8a54c6c0d2add4e75ec6eae965ca3615c6f","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\",\"n3\"],\"condition\":null,\"course\":null,\"evidence\":\"CIV ENGR/G L E 330,GEOSCI/CIV ENGR/G L E/M S & E 474or concurrent enrollment, graduate/professional standing, or member of Engineering Guest Students\",\"id\":\"root\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":330,\"minimum_grade\":null,\"subjects\":[\"CIVENGR\",\"GLE\"],\"timing\":\"prior_or_concurrent\"},\"evidence\":\"CIV ENGR/G L E 330,GEOSCI/CIV ENGR/G L E/M S & E 474or concurrent enrollment\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":474,\"minimum_grade\":null,\"subjects\":[\"CIVENGR\",\"GEOSCI\",\"GLE\",\"MS&E\"],\"timing\":\"prior_or_concurrent\"},\"evidence\":\"CIV ENGR/G L E 330,GEOSCI/CIV ENGR/G L E/M S & E 474or concurrent enrollment\",\"id\":\"n2\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"graduate/professional standing, or member of Engineering Guest Students\",\"course\":null,\"evidence\":\"graduate/professional standing, or member of Engineering Guest Students\",\"id\":\"n3\",\"kind\":\"condition\"}],\"notes\":[\"Interpreted comma-separated course list as OR alternatives due to ambiguity between AND/OR grouping.\",\"Assumed 'concurrent enrollment' applies to both listed courses based on proximity.\"],\"root\":\"root\",\"status\":\"needs_review\"}","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_a2d520e6768f411e5e909ef4","course_id":"CIVENGR/GLE 434","catalog_version_id":"f30b60f3a642c08c06a94d04470182b5b4153c30fd4bcdad366c10d738adccae","record_version_id":"3ad682c01891a636e4416dc54a522439759a905b236f7ab5f4aebf9fdd38344f","job_id":"enrich-6556a505c10f448d98d02466","output_id":"789ac34695e22752e2051ac49270c8a54c6c0d2add4e75ec6eae965ca3615c6f","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[{\"evidence\":[{\"course_id\":\"CIVENGR/GLE 434\",\"field\":\"description\",\"quote\":\"Subsurface stress; rock failure criteria; openings in competent rock; openings in layered rocks; plastic behavior around openings in weak rock; stereographic projections and stereonet; block theory; rock bolts; stabilization methods and design.\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"label\":\"data-analysis\"},{\"evidence\":[{\"course_id\":\"CIVENGR/GLE 434\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Predict stress concentrations around underground openings\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"},{\"course_id\":\"CIVENGR/GLE 434\",\"field\":\"official_learning_outcomes\",\"outcome_index\":2,\"quote\":\"Design openings to minimize hazard\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"label\":\"mathematical-reasoning\"}],\"assumed_background\":[],\"search_phrases\":[\"underground openings engineering\",\"subsurface stress analysis\",\"rock mechanics design\",\"stereographic projections\",\"rock mass stability\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"CIVENGR/GLE 434\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Predict stress concentrations around underground openings\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"text\":\"Predict stress concentrations around underground openings\"},{\"evidence\":[{\"course_id\":\"CIVENGR/GLE 434\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Identify weak points around underground openings in conjunction with the rock mass type information\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"text\":\"Identify weak points in rock masses\"},{\"evidence\":[{\"course_id\":\"CIVENGR/GLE 434\",\"field\":\"official_learning_outcomes\",\"outcome_index\":2,\"quote\":\"Design openings to minimize hazard\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"text\":\"Design underground openings for safety\"},{\"evidence\":[{\"course_id\":\"CIVENGR/GLE 434\",\"field\":\"official_learning_outcomes\",\"outcome_index\":3,\"quote\":\"Design reinforcement strategies\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"text\":\"Design reinforcement strategies\"},{\"evidence\":[{\"course_id\":\"CIVENGR/GLE 434\",\"field\":\"description\",\"quote\":\"stereographic projections and stereonet; block theory\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"text\":\"Apply stereographic projections and block theory\"}],\"summary\":{\"evidence\":[{\"course_id\":\"CIVENGR/GLE 434\",\"field\":\"title\",\"quote\":\"INTRODUCTION TO UNDERGROUND OPENINGS ENGINEERING\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"},{\"course_id\":\"CIVENGR/GLE 434\",\"field\":\"description\",\"quote\":\"Subsurface stress; rock failure criteria; openings in competent rock; openings in layered rocks; plastic behavior around openings in weak rock; stereographic projections and stereonet; block theory; rock bolts; stabilization methods and design.\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"text\":\"Introduction to underground openings engineering covering subsurface stress, rock failure criteria, and design of openings in various rock types using stereonets and stabilization methods.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"CIVENGR/GLE 434\",\"field\":\"description\",\"quote\":\"Subsurface stress; rock failure criteria\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"text\":\"Subsurface stress and rock failure criteria\"},{\"evidence\":[{\"course_id\":\"CIVENGR/GLE 434\",\"field\":\"description\",\"quote\":\"openings in competent rock; openings in layered rocks; plastic behavior around openings in weak rock\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"text\":\"Openings in competent, layered, and weak rock\"},{\"evidence\":[{\"course_id\":\"CIVENGR/GLE 434\",\"field\":\"description\",\"quote\":\"stereographic projections and stereonet; block theory\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"text\":\"Stereographic projections and block theory\"},{\"evidence\":[{\"course_id\":\"CIVENGR/GLE 434\",\"field\":\"description\",\"quote\":\"rock bolts; stabilization methods and design\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"text\":\"Rock bolts and stabilization methods\"}]}","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_a2d520e6768f411e5e909ef4","course_id":"CIVENGR/GLE 434","catalog_version_id":"f30b60f3a642c08c06a94d04470182b5b4153c30fd4bcdad366c10d738adccae","record_version_id":"3ad682c01891a636e4416dc54a522439759a905b236f7ab5f4aebf9fdd38344f","job_id":"enrich-6556a505c10f448d98d02466","output_id":"789ac34695e22752e2051ac49270c8a54c6c0d2add4e75ec6eae965ca3615c6f","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_a2d520e6768f411e5e909ef4","course_id":"CIVENGR/GLE 434","catalog_version_id":"c85e81d8094204dad2a6262134dbd11e762a0613bcf76bda1b006d05c3366ed8","record_version_id":"b509186557b367f64f6f5575dbe75a2975251b77ef9d911abe7e7ba0a840d8d6","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"ea0f26e7b80f8a68b31c81683a7542d89d37502a8962dc8ddf8300fe14ba854a","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\",\"n3\",\"n4\"],\"condition\":null,\"course\":null,\"evidence\":\"CIV ENGR/G L E 330,GEOSCI/CIV ENGR/G L E/M S & E 474or concurrent enrollment, graduate/professional standing, or member of Engineering Guest Students\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":330,\"minimum_grade\":null,\"subjects\":[\"CIVENGR\",\"GLE\"],\"timing\":\"prior\"},\"evidence\":\"CIV ENGR/G L E 330\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":474,\"minimum_grade\":null,\"subjects\":[\"CIVENGR\",\"GEOSCI\",\"GLE\",\"MS&E\"],\"timing\":\"prior_or_concurrent\"},\"evidence\":\"GEOSCI/CIV ENGR/G L E/M S & E 474or concurrent enrollment\",\"id\":\"n2\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"graduate/professional standing\",\"course\":null,\"evidence\":\"graduate/professional standing\",\"id\":\"n3\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"member of Engineering Guest Students\",\"course\":null,\"evidence\":\"member of Engineering Guest Students\",\"id\":\"n4\",\"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_a2d520e6768f411e5e909ef4","course_id":"CIVENGR/GLE 434","catalog_version_id":"c85e81d8094204dad2a6262134dbd11e762a0613bcf76bda1b006d05c3366ed8","record_version_id":"b509186557b367f64f6f5575dbe75a2975251b77ef9d911abe7e7ba0a840d8d6","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"ea0f26e7b80f8a68b31c81683a7542d89d37502a8962dc8ddf8300fe14ba854a","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"CIVENGR/GLE 330\",\"field\":\"description\",\"quote\":\"Basic principles of soil mechanics and fundamentals of application in engineering practice; soil composition and texture; classification; permeability and seepage; consolidation; settlement; shear strength; lateral earth pressures and retaining structures, shallow and deep foundations, slope stability; subsurface exploration; laboratory characterization of physical and engineering properties of soils.\"}],\"text\":\"Soil mechanics and subsurface engineering properties\"},{\"evidence\":[{\"course_id\":\"CIVENGR/GEOSCI/GLE/MS&E 474\",\"field\":\"description\",\"quote\":\"Classification of rock masses, stress and strain in rock, linear and non-linear behavior of rock, failure mechanisms, state of stress in rock masses, lab testing, geological and engineering applications.\"}],\"text\":\"Rock mechanics, stress/strain in rock, and failure mechanisms\"}],\"search_phrases\":[\"underground openings engineering\",\"rock failure criteria\",\"stereographic projections\",\"block theory rock bolts\",\"subsurface stress design\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"CIVENGR/GLE 434\",\"field\":\"description\",\"quote\":\"stereographic projections and stereonet\"}],\"text\":\"Stereographic projection and stereonet analysis\"},{\"evidence\":[{\"course_id\":\"CIVENGR/GLE 434\",\"field\":\"description\",\"quote\":\"block theory\"}],\"text\":\"Block theory application\"},{\"evidence\":[{\"course_id\":\"CIVENGR/GLE 434\",\"field\":\"description\",\"quote\":\"stabilization methods and design\"}],\"text\":\"Stabilization methods and design\"}],\"summary\":{\"evidence\":[{\"course_id\":\"CIVENGR/GLE 434\",\"field\":\"title\",\"quote\":\"INTRODUCTION TO UNDERGROUND OPENINGS ENGINEERING\"},{\"course_id\":\"CIVENGR/GLE 434\",\"field\":\"description\",\"quote\":\"Subsurface stress; rock failure criteria; openings in competent rock; openings in layered rocks; plastic behavior around openings in weak rock; stereographic projections and stereonet; block theory; rock bolts; stabilization methods and design.\"}],\"text\":\"Introduction to underground openings engineering covering subsurface stress, rock failure, stereographic projections, block theory, and stabilization design.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"CIVENGR/GLE 434\",\"field\":\"description\",\"quote\":\"Subsurface stress\"}],\"text\":\"Subsurface stress\"},{\"evidence\":[{\"course_id\":\"CIVENGR/GLE 434\",\"field\":\"description\",\"quote\":\"rock failure criteria\"}],\"text\":\"Rock failure criteria\"},{\"evidence\":[{\"course_id\":\"CIVENGR/GLE 434\",\"field\":\"description\",\"quote\":\"openings in competent rock\"}],\"text\":\"Openings in competent rock\"},{\"evidence\":[{\"course_id\":\"CIVENGR/GLE 434\",\"field\":\"description\",\"quote\":\"openings in layered rocks\"}],\"text\":\"Openings in layered rocks\"},{\"evidence\":[{\"course_id\":\"CIVENGR/GLE 434\",\"field\":\"description\",\"quote\":\"plastic behavior around openings in weak rock\"}],\"text\":\"Plastic behavior around openings in weak rock\"},{\"evidence\":[{\"course_id\":\"CIVENGR/GLE 434\",\"field\":\"description\",\"quote\":\"rock bolts\"}],\"text\":\"Rock bolts\"}]}","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_a2d520e6768f411e5e909ef4","course_id":"CIVENGR/GLE 434","catalog_version_id":"c85e81d8094204dad2a6262134dbd11e762a0613bcf76bda1b006d05c3366ed8","record_version_id":"b509186557b367f64f6f5575dbe75a2975251b77ef9d911abe7e7ba0a840d8d6","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"ea0f26e7b80f8a68b31c81683a7542d89d37502a8962dc8ddf8300fe14ba854a","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_a2d520e6768f411e5e909ef4","course_id":"CIVENGR/GLE 434","catalog_version_id":"c85e81d8094204dad2a6262134dbd11e762a0613bcf76bda1b006d05c3366ed8","record_version_id":"b509186557b367f64f6f5575dbe75a2975251b77ef9d911abe7e7ba0a840d8d6","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"ea0f26e7b80f8a68b31c81683a7542d89d37502a8962dc8ddf8300fe14ba854a","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"c97716e71d754ecaa88a7db3625721d001c7bf91e37ef68ad01112e94fdecd47\",\"course_id\":\"CIVENGR/GLE 434\",\"current_instructors\":[],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":false,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"course_id\":\"CIVENGR/GLE 434\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"4e666e11-9b9b-3fbc-8289-24d7b5a0f784\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"CIVENGR/GLE 434\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"4e666e11-9b9b-3fbc-8289-24d7b5a0f784\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"CIVENGR/GLE 434\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"4e666e11-9b9b-3fbc-8289-24d7b5a0f784\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2022: 3.77 GPA, 93.3% A/AB (n=15 letter grades); Spring 2023: 3.78 GPA, 100.0% A/AB (n=9 letter grades); Spring 2026: 3.75 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}]