[{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_0395b99b4f3fcb39db43e69f","course_id":"CIVENGR 573","catalog_version_id":"424846d48926e8e7b06969b4b5385caefee0b04ae3d4a383bf797a1f011176a1","record_version_id":"ee0bdc65060b1d83274e661367c1ad013e9453090e2cbf778ea48277c479b35f","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"d85d3776f258f7b6feb64e43d115de38ce1f99c58ec6668b8fd4bca1ac9ecae5","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"req_1\",\"req_2\",\"req_3\"],\"condition\":null,\"course\":null,\"evidence\":\"CIV ENGR 370, graduate/professional standing, or member of Engineering Guest Students\",\"id\":\"root\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":370,\"minimum_grade\":null,\"subjects\":[\"CIVENGR\"],\"timing\":\"prior\"},\"evidence\":\"CIV ENGR 370\",\"id\":\"req_1\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"graduate/professional standing\",\"course\":null,\"evidence\":\"graduate/professional standing\",\"id\":\"req_2\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"member of Engineering Guest Students\",\"course\":null,\"evidence\":\"member of Engineering Guest Students\",\"id\":\"req_3\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"root\",\"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_0395b99b4f3fcb39db43e69f","course_id":"CIVENGR 573","catalog_version_id":"424846d48926e8e7b06969b4b5385caefee0b04ae3d4a383bf797a1f011176a1","record_version_id":"ee0bdc65060b1d83274e661367c1ad013e9453090e2cbf778ea48277c479b35f","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"d85d3776f258f7b6feb64e43d115de38ce1f99c58ec6668b8fd4bca1ac9ecae5","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[{\"evidence\":[{\"course_id\":\"CIVENGR 573\",\"field\":\"official_learning_outcomes\",\"outcome_index\":4,\"quote\":\"Design a highway from terrain to complete highway in a 3D computer-aided design package\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"label\":\"programming\"},{\"evidence\":[{\"course_id\":\"CIVENGR 573\",\"field\":\"description\",\"quote\":\"Problems in ground transportation facility design; generation, capacity, location and design; rural and urban at-grade intersection design; grade separations; interchanges; parking lots and terminals.\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"label\":\"data-analysis\"}],\"assumed_background\":[],\"search_phrases\":[\"geometric design of transport facilities\",\"ground transportation facility design\",\"highway geometric design\",\"rural and urban at-grade intersection design\",\"grade separations and interchanges\",\"parking lots and terminals\",\"3D computer-aided design for highways\",\"sustainability in highway design\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"CIVENGR 573\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Identify and characterize the key attributes of the vehicles, operators, and highway systems that affect geometric design\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"text\":\"Characterize vehicle, operator, and system attributes affecting geometric design.\"},{\"evidence\":[{\"course_id\":\"CIVENGR 573\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Describe human behavior and accommodation of driver attributes in design\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"text\":\"Accommodate human behavior and driver attributes in facility design.\"},{\"evidence\":[{\"course_id\":\"CIVENGR 573\",\"field\":\"official_learning_outcomes\",\"outcome_index\":2,\"quote\":\"Describe highway design objectives, constraints, and controlling factors\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"text\":\"Analyze highway design objectives, constraints, and controlling factors.\"},{\"evidence\":[{\"course_id\":\"CIVENGR 573\",\"field\":\"official_learning_outcomes\",\"outcome_index\":3,\"quote\":\"Identify the basic parameters and constraints for the design of rural and urban alignments, vertical profiles, cross sections, and intersections\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"text\":\"Apply parameters and constraints for alignments, profiles, cross sections, and intersections.\"},{\"evidence\":[{\"course_id\":\"CIVENGR 573\",\"field\":\"official_learning_outcomes\",\"outcome_index\":4,\"quote\":\"Design a highway from terrain to complete highway in a 3D computer-aided design package\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"text\":\"Execute highway design in 3D computer-aided design software.\"},{\"evidence\":[{\"course_id\":\"CIVENGR 573\",\"field\":\"official_learning_outcomes\",\"outcome_index\":5,\"quote\":\"Use design theory concepts and highway design knowledge in a real-world design project\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"text\":\"Integrate design theory into real-world engineering projects.\"},{\"evidence\":[{\"course_id\":\"CIVENGR 573\",\"field\":\"official_learning_outcomes\",\"outcome_index\":6,\"quote\":\"Explain the social, economic, and/or environmental dimensions of the sustainability challenge(s) of highway design\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"text\":\"Evaluate social, economic, and environmental sustainability dimensions.\"},{\"evidence\":[{\"course_id\":\"CIVENGR 573\",\"field\":\"official_learning_outcomes\",\"outcome_index\":7,\"quote\":\"Apply sustainability principles and/or frameworks to addressing the challenge of building highways in urban and rural areas\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"text\":\"Apply sustainability frameworks to urban and rural highway construction.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"CIVENGR 573\",\"field\":\"title\",\"quote\":\"GEOMETRIC DESIGN OF TRANSPORT FACILITIES\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"},{\"course_id\":\"CIVENGR 573\",\"field\":\"description\",\"quote\":\"Problems in ground transportation facility design; generation, capacity, location and design; rural and urban at-grade intersection design; grade separations; interchanges; parking lots and terminals.\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"text\":\"Geometric Design of Transport Facilities covers ground transportation facility design, including intersections, grade separations, interchanges, and parking terminals.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"CIVENGR 573\",\"field\":\"description\",\"quote\":\"generation, capacity, location and design\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"text\":\"Generation, capacity, location, and design of ground transportation facilities.\"},{\"evidence\":[{\"course_id\":\"CIVENGR 573\",\"field\":\"description\",\"quote\":\"rural and urban at-grade intersection design\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"text\":\"Rural and urban at-grade intersection design.\"},{\"evidence\":[{\"course_id\":\"CIVENGR 573\",\"field\":\"description\",\"quote\":\"grade separations; interchanges\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"text\":\"Grade separations and interchanges.\"},{\"evidence\":[{\"course_id\":\"CIVENGR 573\",\"field\":\"description\",\"quote\":\"parking lots and terminals\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"text\":\"Parking lots and terminals.\"},{\"evidence\":[{\"course_id\":\"CIVENGR 573\",\"field\":\"official_learning_outcomes\",\"outcome_index\":6,\"quote\":\"Explain the social, economic, and/or environmental dimensions of the sustainability challenge(s) of highway design\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"text\":\"Sustainability challenges in highway design.\"}]}","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_0395b99b4f3fcb39db43e69f","course_id":"CIVENGR 573","catalog_version_id":"424846d48926e8e7b06969b4b5385caefee0b04ae3d4a383bf797a1f011176a1","record_version_id":"ee0bdc65060b1d83274e661367c1ad013e9453090e2cbf778ea48277c479b35f","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"d85d3776f258f7b6feb64e43d115de38ce1f99c58ec6668b8fd4bca1ac9ecae5","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_0395b99b4f3fcb39db43e69f","course_id":"CIVENGR 573","catalog_version_id":"424846d48926e8e7b06969b4b5385caefee0b04ae3d4a383bf797a1f011176a1","record_version_id":"ee0bdc65060b1d83274e661367c1ad013e9453090e2cbf778ea48277c479b35f","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"d85d3776f258f7b6feb64e43d115de38ce1f99c58ec6668b8fd4bca1ac9ecae5","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"1a9b944543d00dc89e6b171448024fd3016ca05527287f93ac44a7c215711c92\",\"course_id\":\"CIVENGR 573\",\"current_instructors\":[{\"instructor_uid\":\"instructor_fa4e3685a154dcda20fbf169\",\"message\":\"No course-specific reviews available\",\"name\":\"David Noyce\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":\"rmp:1264682\",\"summary\":[{\"citations\":[{\"course_id\":\"CIVENGR 573\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"77553a46-bd65-3c43-88ad-a5f77a3d3c78\",\"source_record\":{\"entity_id\":\"77553a46-bd65-3c43-88ad-a5f77a3d3c78\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"CIVENGR 573\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"77553a46-bd65-3c43-88ad-a5f77a3d3c78\",\"source_record\":{\"entity_id\":\"77553a46-bd65-3c43-88ad-a5f77a3d3c78\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"CIVENGR 573\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"77553a46-bd65-3c43-88ad-a5f77a3d3c78\",\"source_record\":{\"entity_id\":\"77553a46-bd65-3c43-88ad-a5f77a3d3c78\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2024: 3.50 GPA, 73.3% A/AB (n=30 letter grades); Spring 2025: 3.35 GPA, 47.8% A/AB (n=23 letter grades); Spring 2026: 3.46 GPA, 73.1% A/AB (n=26 letter grades).\"}]}],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":true,\"profile_hash\":\"3f5110430805ccdd533c0c072df62d68a8a5f5441c4530bbdb15d419a199a09c\",\"quick_take\":[{\"citations\":[{\"course_id\":\"CIVENGR 573\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"77553a46-bd65-3c43-88ad-a5f77a3d3c78\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"CIVENGR 573\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"77553a46-bd65-3c43-88ad-a5f77a3d3c78\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"CIVENGR 573\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"77553a46-bd65-3c43-88ad-a5f77a3d3c78\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2024: 3.50 GPA, 73.3% A/AB (n=30 letter grades); Spring 2025: 3.35 GPA, 47.8% A/AB (n=23 letter grades); Spring 2026: 3.46 GPA, 73.1% A/AB (n=26 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"9dea82ef7f2113a5605c1c6030c4f9b19967eb742cc93a78268fb92357d29f5c\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"CIVENGR 573\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"77553a46-bd65-3c43-88ad-a5f77a3d3c78\",\"source_record\":{\"entity_id\":\"77553a46-bd65-3c43-88ad-a5f77a3d3c78\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1084\",\"type\":\"grade\"},{\"course_id\":\"CIVENGR 573\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"77553a46-bd65-3c43-88ad-a5f77a3d3c78\",\"source_record\":{\"entity_id\":\"77553a46-bd65-3c43-88ad-a5f77a3d3c78\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1094\",\"type\":\"grade\"},{\"course_id\":\"CIVENGR 573\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"77553a46-bd65-3c43-88ad-a5f77a3d3c78\",\"source_record\":{\"entity_id\":\"77553a46-bd65-3c43-88ad-a5f77a3d3c78\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1104\",\"type\":\"grade\"},{\"course_id\":\"CIVENGR 573\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"77553a46-bd65-3c43-88ad-a5f77a3d3c78\",\"source_record\":{\"entity_id\":\"77553a46-bd65-3c43-88ad-a5f77a3d3c78\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1114\",\"type\":\"grade\"},{\"course_id\":\"CIVENGR 573\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"77553a46-bd65-3c43-88ad-a5f77a3d3c78\",\"source_record\":{\"entity_id\":\"77553a46-bd65-3c43-88ad-a5f77a3d3c78\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1134\",\"type\":\"grade\"},{\"course_id\":\"CIVENGR 573\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"77553a46-bd65-3c43-88ad-a5f77a3d3c78\",\"source_record\":{\"entity_id\":\"77553a46-bd65-3c43-88ad-a5f77a3d3c78\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1144\",\"type\":\"grade\"},{\"course_id\":\"CIVENGR 573\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"77553a46-bd65-3c43-88ad-a5f77a3d3c78\",\"source_record\":{\"entity_id\":\"77553a46-bd65-3c43-88ad-a5f77a3d3c78\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1154\",\"type\":\"grade\"},{\"course_id\":\"CIVENGR 573\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"77553a46-bd65-3c43-88ad-a5f77a3d3c78\",\"source_record\":{\"entity_id\":\"77553a46-bd65-3c43-88ad-a5f77a3d3c78\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"CIVENGR 573\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"77553a46-bd65-3c43-88ad-a5f77a3d3c78\",\"source_record\":{\"entity_id\":\"77553a46-bd65-3c43-88ad-a5f77a3d3c78\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"},{\"course_id\":\"CIVENGR 573\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"77553a46-bd65-3c43-88ad-a5f77a3d3c78\",\"source_record\":{\"entity_id\":\"77553a46-bd65-3c43-88ad-a5f77a3d3c78\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"},{\"course_id\":\"CIVENGR 573\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"77553a46-bd65-3c43-88ad-a5f77a3d3c78\",\"source_record\":{\"entity_id\":\"77553a46-bd65-3c43-88ad-a5f77a3d3c78\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"},{\"course_id\":\"CIVENGR 573\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"77553a46-bd65-3c43-88ad-a5f77a3d3c78\",\"source_record\":{\"entity_id\":\"77553a46-bd65-3c43-88ad-a5f77a3d3c78\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"CIVENGR 573\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"77553a46-bd65-3c43-88ad-a5f77a3d3c78\",\"source_record\":{\"entity_id\":\"77553a46-bd65-3c43-88ad-a5f77a3d3c78\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"CIVENGR 573\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"77553a46-bd65-3c43-88ad-a5f77a3d3c78\",\"source_record\":{\"entity_id\":\"77553a46-bd65-3c43-88ad-a5f77a3d3c78\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"CIVENGR 573\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"77553a46-bd65-3c43-88ad-a5f77a3d3c78\",\"source_record\":{\"entity_id\":\"77553a46-bd65-3c43-88ad-a5f77a3d3c78\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"DAVID NOYCE is recorded teaching in Spring 2008, Spring 2009, Spring 2010, Spring 2011, Spring 2013, Spring 2014, Spring 2015, Spring 2016, Spring 2017, Spring 2018, Spring 2019, Spring 2020, Spring 2024, 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_0395b99b4f3fcb39db43e69f","course_id":"CIVENGR 573","catalog_version_id":"ca80e619ad945688c71c4bda9eb5b331ed392b955440145aefd0a5cef1e43c5f","record_version_id":"ffbcf0c6800c771af64ff4ee15de316245e319197655000dca6b69ed6c8d77d8","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"3a87ecdc40e74d15435724d01eb084900aa9ad934550ed75e679c11ae935e245","section":"requirements","status":"invalid","value_json":null,"candidate_json":"{\"nodes\":[{\"children\":[\"n0\",\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"CIV ENGR 370, graduate/professional standing, or member of Engineering Guest Students\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":370,\"minimum_grade\":null,\"subjects\":[\"CIVENGR\"],\"timing\":\"prior\"},\"evidence\":\"CIV ENGR 370\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"graduate/professional standing\",\"course\":null,\"evidence\":\"graduate/professional standing\",\"id\":\"n2\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"member of Engineering Guest Students\",\"course\":null,\"evidence\":\"member of Engineering Guest Students\",\"id\":\"n3\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"n0\",\"status\":\"parsed\"}","error":"Node n0 references itself; remove the self-reference.\nCycle reaches node n0; requirement graphs must be trees.\nUnreachable nodes: n3; connect all conditions and exclusions to the root.","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_0395b99b4f3fcb39db43e69f","course_id":"CIVENGR 573","catalog_version_id":"ca80e619ad945688c71c4bda9eb5b331ed392b955440145aefd0a5cef1e43c5f","record_version_id":"ffbcf0c6800c771af64ff4ee15de316245e319197655000dca6b69ed6c8d77d8","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"3a87ecdc40e74d15435724d01eb084900aa9ad934550ed75e679c11ae935e245","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"CIVENGR 370\",\"field\":\"description\",\"quote\":\"Characteristics of transportation supply and demand; measuring and estimating demand; social and environmental impacts; planning of transportation systems; characteristics of transportation modes; interaction between modes; mode interfaces; transportation technology; economics; public policy, implementation and management.\"}],\"text\":\"Foundations in transportation engineering, including demand estimation, system planning, mode characteristics, and policy.\"}],\"search_phrases\":[\"ground transportation facility design\",\"intersection design capacity\",\"grade separations interchanges\",\"parking lots terminals design\",\"geometric design transport facilities\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"CIVENGR 573\",\"field\":\"description\",\"quote\":\"generation, capacity, location and design\"}],\"text\":\"Generate, locate, and design ground transportation facilities.\"},{\"evidence\":[{\"course_id\":\"CIVENGR 573\",\"field\":\"description\",\"quote\":\"rural and urban at-grade intersection design\"}],\"text\":\"Design at-grade intersections for rural and urban contexts.\"},{\"evidence\":[{\"course_id\":\"CIVENGR 573\",\"field\":\"description\",\"quote\":\"grade separations; interchanges\"}],\"text\":\"Design grade separations and interchanges.\"},{\"evidence\":[{\"course_id\":\"CIVENGR 573\",\"field\":\"description\",\"quote\":\"parking lots and terminals\"}],\"text\":\"Design parking lots and terminals.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"CIVENGR 573\",\"field\":\"title\",\"quote\":\"GEOMETRIC DESIGN OF TRANSPORT FACILITIES\"},{\"course_id\":\"CIVENGR 573\",\"field\":\"description\",\"quote\":\"Problems in ground transportation facility design; generation, capacity, location and design; rural and urban at-grade intersection design; grade separations; interchanges; parking lots and terminals.\"}],\"text\":\"CIVENGR 573 covers the geometric design of transport facilities, including intersections, interchanges, and parking.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"CIVENGR 573\",\"field\":\"description\",\"quote\":\"ground transportation facility design\"}],\"text\":\"Ground transportation facility design.\"},{\"evidence\":[{\"course_id\":\"CIVENGR 573\",\"field\":\"description\",\"quote\":\"rural and urban at-grade intersection design\"}],\"text\":\"At-grade intersection design.\"},{\"evidence\":[{\"course_id\":\"CIVENGR 573\",\"field\":\"description\",\"quote\":\"grade separations; interchanges\"}],\"text\":\"Grade separations and interchanges.\"},{\"evidence\":[{\"course_id\":\"CIVENGR 573\",\"field\":\"description\",\"quote\":\"parking lots and terminals\"}],\"text\":\"Parking lots and terminals.\"}]}","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_0395b99b4f3fcb39db43e69f","course_id":"CIVENGR 573","catalog_version_id":"ca80e619ad945688c71c4bda9eb5b331ed392b955440145aefd0a5cef1e43c5f","record_version_id":"ffbcf0c6800c771af64ff4ee15de316245e319197655000dca6b69ed6c8d77d8","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"3a87ecdc40e74d15435724d01eb084900aa9ad934550ed75e679c11ae935e245","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_0395b99b4f3fcb39db43e69f","course_id":"CIVENGR 573","catalog_version_id":"ca80e619ad945688c71c4bda9eb5b331ed392b955440145aefd0a5cef1e43c5f","record_version_id":"ffbcf0c6800c771af64ff4ee15de316245e319197655000dca6b69ed6c8d77d8","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"22ececf6e97698797eb5d93131a0215ebcf32806af34a0384cbbe58a726145fc","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\",\"n3\"],\"condition\":null,\"course\":null,\"evidence\":\"CIV ENGR 370, graduate/professional standing, or member of Engineering Guest Students\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":370,\"minimum_grade\":null,\"subjects\":[\"CIVENGR\"],\"timing\":\"prior\"},\"evidence\":\"CIV ENGR 370\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"graduate/professional standing\",\"course\":null,\"evidence\":\"graduate/professional standing\",\"id\":\"n2\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"member of Engineering Guest Students\",\"course\":null,\"evidence\":\"member of Engineering Guest Students\",\"id\":\"n3\",\"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_0395b99b4f3fcb39db43e69f","course_id":"CIVENGR 573","catalog_version_id":"ca80e619ad945688c71c4bda9eb5b331ed392b955440145aefd0a5cef1e43c5f","record_version_id":"ffbcf0c6800c771af64ff4ee15de316245e319197655000dca6b69ed6c8d77d8","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"22ececf6e97698797eb5d93131a0215ebcf32806af34a0384cbbe58a726145fc","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"CIVENGR 370\",\"field\":\"description\",\"quote\":\"Characteristics of transportation supply and demand; measuring and estimating demand; social and environmental impacts; planning of transportation systems; characteristics of transportation modes; interaction between modes; mode interfaces; transportation technology; economics; public policy, implementation and management.\"}],\"text\":\"Foundations in transportation engineering, including demand estimation, system planning, mode characteristics, and policy.\"}],\"search_phrases\":[\"ground transportation facility design\",\"intersection design capacity\",\"grade separations interchanges\",\"parking lots terminals design\",\"geometric design transport facilities\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"CIVENGR 573\",\"field\":\"description\",\"quote\":\"generation, capacity, location and design\"}],\"text\":\"Generate, locate, and design ground transportation facilities.\"},{\"evidence\":[{\"course_id\":\"CIVENGR 573\",\"field\":\"description\",\"quote\":\"rural and urban at-grade intersection design\"}],\"text\":\"Design at-grade intersections for rural and urban contexts.\"},{\"evidence\":[{\"course_id\":\"CIVENGR 573\",\"field\":\"description\",\"quote\":\"grade separations; interchanges\"}],\"text\":\"Design grade separations and interchanges.\"},{\"evidence\":[{\"course_id\":\"CIVENGR 573\",\"field\":\"description\",\"quote\":\"parking lots and terminals\"}],\"text\":\"Design parking lots and terminals.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"CIVENGR 573\",\"field\":\"title\",\"quote\":\"GEOMETRIC DESIGN OF TRANSPORT FACILITIES\"},{\"course_id\":\"CIVENGR 573\",\"field\":\"description\",\"quote\":\"Problems in ground transportation facility design; generation, capacity, location and design; rural and urban at-grade intersection design; grade separations; interchanges; parking lots and terminals.\"}],\"text\":\"CIVENGR 573 covers the geometric design of transport facilities, including intersections, interchanges, and parking.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"CIVENGR 573\",\"field\":\"description\",\"quote\":\"ground transportation facility design\"}],\"text\":\"Ground transportation facility design.\"},{\"evidence\":[{\"course_id\":\"CIVENGR 573\",\"field\":\"description\",\"quote\":\"rural and urban at-grade intersection design\"}],\"text\":\"At-grade intersection design.\"},{\"evidence\":[{\"course_id\":\"CIVENGR 573\",\"field\":\"description\",\"quote\":\"grade separations; interchanges\"}],\"text\":\"Grade separations and interchanges.\"},{\"evidence\":[{\"course_id\":\"CIVENGR 573\",\"field\":\"description\",\"quote\":\"parking lots and terminals\"}],\"text\":\"Parking lots and terminals.\"}]}","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_0395b99b4f3fcb39db43e69f","course_id":"CIVENGR 573","catalog_version_id":"ca80e619ad945688c71c4bda9eb5b331ed392b955440145aefd0a5cef1e43c5f","record_version_id":"ffbcf0c6800c771af64ff4ee15de316245e319197655000dca6b69ed6c8d77d8","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"22ececf6e97698797eb5d93131a0215ebcf32806af34a0384cbbe58a726145fc","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_0395b99b4f3fcb39db43e69f","course_id":"CIVENGR 573","catalog_version_id":"424846d48926e8e7b06969b4b5385caefee0b04ae3d4a383bf797a1f011176a1","record_version_id":"ee0bdc65060b1d83274e661367c1ad013e9453090e2cbf778ea48277c479b35f","job_id":"enrich-6556a505c10f448d98d02466","output_id":"2fcf4af7889ff143791dac1abaef623b02f1302800f9704694104c49cbbba7b8","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"req_1\",\"req_2\",\"req_3\"],\"condition\":null,\"course\":null,\"evidence\":\"CIV ENGR 370, graduate/professional standing, or member of Engineering Guest Students\",\"id\":\"root\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":370,\"minimum_grade\":null,\"subjects\":[\"CIVENGR\"],\"timing\":\"prior\"},\"evidence\":\"CIV ENGR 370\",\"id\":\"req_1\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"graduate/professional standing\",\"course\":null,\"evidence\":\"graduate/professional standing\",\"id\":\"req_2\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"member of Engineering Guest Students\",\"course\":null,\"evidence\":\"member of Engineering Guest Students\",\"id\":\"req_3\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"root\",\"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_0395b99b4f3fcb39db43e69f","course_id":"CIVENGR 573","catalog_version_id":"424846d48926e8e7b06969b4b5385caefee0b04ae3d4a383bf797a1f011176a1","record_version_id":"ee0bdc65060b1d83274e661367c1ad013e9453090e2cbf778ea48277c479b35f","job_id":"enrich-6556a505c10f448d98d02466","output_id":"2fcf4af7889ff143791dac1abaef623b02f1302800f9704694104c49cbbba7b8","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[{\"evidence\":[{\"course_id\":\"CIVENGR 573\",\"field\":\"official_learning_outcomes\",\"outcome_index\":4,\"quote\":\"Design a highway from terrain to complete highway in a 3D computer-aided design package\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"label\":\"programming\"},{\"evidence\":[{\"course_id\":\"CIVENGR 573\",\"field\":\"description\",\"quote\":\"Problems in ground transportation facility design; generation, capacity, location and design; rural and urban at-grade intersection design; grade separations; interchanges; parking lots and terminals.\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"label\":\"data-analysis\"}],\"assumed_background\":[],\"search_phrases\":[\"geometric design of transport facilities\",\"ground transportation facility design\",\"highway geometric design\",\"rural and urban at-grade intersection design\",\"grade separations and interchanges\",\"parking lots and terminals\",\"3D computer-aided design for highways\",\"sustainability in highway design\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"CIVENGR 573\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Identify and characterize the key attributes of the vehicles, operators, and highway systems that affect geometric design\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"text\":\"Characterize vehicle, operator, and system attributes affecting geometric design.\"},{\"evidence\":[{\"course_id\":\"CIVENGR 573\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Describe human behavior and accommodation of driver attributes in design\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"text\":\"Accommodate human behavior and driver attributes in facility design.\"},{\"evidence\":[{\"course_id\":\"CIVENGR 573\",\"field\":\"official_learning_outcomes\",\"outcome_index\":2,\"quote\":\"Describe highway design objectives, constraints, and controlling factors\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"text\":\"Analyze highway design objectives, constraints, and controlling factors.\"},{\"evidence\":[{\"course_id\":\"CIVENGR 573\",\"field\":\"official_learning_outcomes\",\"outcome_index\":3,\"quote\":\"Identify the basic parameters and constraints for the design of rural and urban alignments, vertical profiles, cross sections, and intersections\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"text\":\"Apply parameters and constraints for alignments, profiles, cross sections, and intersections.\"},{\"evidence\":[{\"course_id\":\"CIVENGR 573\",\"field\":\"official_learning_outcomes\",\"outcome_index\":4,\"quote\":\"Design a highway from terrain to complete highway in a 3D computer-aided design package\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"text\":\"Execute highway design in 3D computer-aided design software.\"},{\"evidence\":[{\"course_id\":\"CIVENGR 573\",\"field\":\"official_learning_outcomes\",\"outcome_index\":5,\"quote\":\"Use design theory concepts and highway design knowledge in a real-world design project\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"text\":\"Integrate design theory into real-world engineering projects.\"},{\"evidence\":[{\"course_id\":\"CIVENGR 573\",\"field\":\"official_learning_outcomes\",\"outcome_index\":6,\"quote\":\"Explain the social, economic, and/or environmental dimensions of the sustainability challenge(s) of highway design\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"text\":\"Evaluate social, economic, and environmental sustainability dimensions.\"},{\"evidence\":[{\"course_id\":\"CIVENGR 573\",\"field\":\"official_learning_outcomes\",\"outcome_index\":7,\"quote\":\"Apply sustainability principles and/or frameworks to addressing the challenge of building highways in urban and rural areas\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"text\":\"Apply sustainability frameworks to urban and rural highway construction.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"CIVENGR 573\",\"field\":\"title\",\"quote\":\"GEOMETRIC DESIGN OF TRANSPORT FACILITIES\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"},{\"course_id\":\"CIVENGR 573\",\"field\":\"description\",\"quote\":\"Problems in ground transportation facility design; generation, capacity, location and design; rural and urban at-grade intersection design; grade separations; interchanges; parking lots and terminals.\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"text\":\"Geometric Design of Transport Facilities covers ground transportation facility design, including intersections, grade separations, interchanges, and parking terminals.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"CIVENGR 573\",\"field\":\"description\",\"quote\":\"generation, capacity, location and design\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"text\":\"Generation, capacity, location, and design of ground transportation facilities.\"},{\"evidence\":[{\"course_id\":\"CIVENGR 573\",\"field\":\"description\",\"quote\":\"rural and urban at-grade intersection design\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"text\":\"Rural and urban at-grade intersection design.\"},{\"evidence\":[{\"course_id\":\"CIVENGR 573\",\"field\":\"description\",\"quote\":\"grade separations; interchanges\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"text\":\"Grade separations and interchanges.\"},{\"evidence\":[{\"course_id\":\"CIVENGR 573\",\"field\":\"description\",\"quote\":\"parking lots and terminals\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"text\":\"Parking lots and terminals.\"},{\"evidence\":[{\"course_id\":\"CIVENGR 573\",\"field\":\"official_learning_outcomes\",\"outcome_index\":6,\"quote\":\"Explain the social, economic, and/or environmental dimensions of the sustainability challenge(s) of highway design\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"text\":\"Sustainability challenges in highway design.\"}]}","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_0395b99b4f3fcb39db43e69f","course_id":"CIVENGR 573","catalog_version_id":"424846d48926e8e7b06969b4b5385caefee0b04ae3d4a383bf797a1f011176a1","record_version_id":"ee0bdc65060b1d83274e661367c1ad013e9453090e2cbf778ea48277c479b35f","job_id":"enrich-6556a505c10f448d98d02466","output_id":"2fcf4af7889ff143791dac1abaef623b02f1302800f9704694104c49cbbba7b8","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":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_0395b99b4f3fcb39db43e69f","course_id":"CIVENGR 573","catalog_version_id":"ca80e619ad945688c71c4bda9eb5b331ed392b955440145aefd0a5cef1e43c5f","record_version_id":"ffbcf0c6800c771af64ff4ee15de316245e319197655000dca6b69ed6c8d77d8","job_id":"enrich-789789da373eecc1ff75f626","output_id":"a680a4edf580300ed8c9f2230d26418b4fbbf779e352350b65363230f9b2e612","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\",\"n3\"],\"condition\":null,\"course\":null,\"evidence\":\"CIV ENGR 370, graduate/professional standing, or member of Engineering Guest Students\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":370,\"minimum_grade\":null,\"subjects\":[\"CIVENGR\"],\"timing\":\"prior\"},\"evidence\":\"CIV ENGR 370\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"graduate/professional standing\",\"course\":null,\"evidence\":\"graduate/professional standing\",\"id\":\"n2\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"member of Engineering Guest Students\",\"course\":null,\"evidence\":\"member of Engineering Guest Students\",\"id\":\"n3\",\"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_0395b99b4f3fcb39db43e69f","course_id":"CIVENGR 573","catalog_version_id":"ca80e619ad945688c71c4bda9eb5b331ed392b955440145aefd0a5cef1e43c5f","record_version_id":"ffbcf0c6800c771af64ff4ee15de316245e319197655000dca6b69ed6c8d77d8","job_id":"enrich-789789da373eecc1ff75f626","output_id":"a680a4edf580300ed8c9f2230d26418b4fbbf779e352350b65363230f9b2e612","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"CIVENGR 370\",\"field\":\"description\",\"quote\":\"Characteristics of transportation supply and demand; measuring and estimating demand; social and environmental impacts; planning of transportation systems; characteristics of transportation modes; interaction between modes; mode interfaces; transportation technology; economics; public policy, implementation and management.\"}],\"text\":\"Foundations in transportation engineering, including demand estimation, system planning, mode characteristics, and policy.\"}],\"search_phrases\":[\"ground transportation facility design\",\"intersection design capacity\",\"grade separations interchanges\",\"parking lots terminals design\",\"geometric design transport facilities\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"CIVENGR 573\",\"field\":\"description\",\"quote\":\"generation, capacity, location and design\"}],\"text\":\"Generate, locate, and design ground transportation facilities.\"},{\"evidence\":[{\"course_id\":\"CIVENGR 573\",\"field\":\"description\",\"quote\":\"rural and urban at-grade intersection design\"}],\"text\":\"Design at-grade intersections for rural and urban contexts.\"},{\"evidence\":[{\"course_id\":\"CIVENGR 573\",\"field\":\"description\",\"quote\":\"grade separations; interchanges\"}],\"text\":\"Design grade separations and interchanges.\"},{\"evidence\":[{\"course_id\":\"CIVENGR 573\",\"field\":\"description\",\"quote\":\"parking lots and terminals\"}],\"text\":\"Design parking lots and terminals.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"CIVENGR 573\",\"field\":\"title\",\"quote\":\"GEOMETRIC DESIGN OF TRANSPORT FACILITIES\"},{\"course_id\":\"CIVENGR 573\",\"field\":\"description\",\"quote\":\"Problems in ground transportation facility design; generation, capacity, location and design; rural and urban at-grade intersection design; grade separations; interchanges; parking lots and terminals.\"}],\"text\":\"CIVENGR 573 covers the geometric design of transport facilities, including intersections, interchanges, and parking.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"CIVENGR 573\",\"field\":\"description\",\"quote\":\"ground transportation facility design\"}],\"text\":\"Ground transportation facility design.\"},{\"evidence\":[{\"course_id\":\"CIVENGR 573\",\"field\":\"description\",\"quote\":\"rural and urban at-grade intersection design\"}],\"text\":\"At-grade intersection design.\"},{\"evidence\":[{\"course_id\":\"CIVENGR 573\",\"field\":\"description\",\"quote\":\"grade separations; interchanges\"}],\"text\":\"Grade separations and interchanges.\"},{\"evidence\":[{\"course_id\":\"CIVENGR 573\",\"field\":\"description\",\"quote\":\"parking lots and terminals\"}],\"text\":\"Parking lots and terminals.\"}]}","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_0395b99b4f3fcb39db43e69f","course_id":"CIVENGR 573","catalog_version_id":"ca80e619ad945688c71c4bda9eb5b331ed392b955440145aefd0a5cef1e43c5f","record_version_id":"ffbcf0c6800c771af64ff4ee15de316245e319197655000dca6b69ed6c8d77d8","job_id":"enrich-789789da373eecc1ff75f626","output_id":"a680a4edf580300ed8c9f2230d26418b4fbbf779e352350b65363230f9b2e612","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_0395b99b4f3fcb39db43e69f","course_id":"CIVENGR 573","catalog_version_id":"ca80e619ad945688c71c4bda9eb5b331ed392b955440145aefd0a5cef1e43c5f","record_version_id":"ffbcf0c6800c771af64ff4ee15de316245e319197655000dca6b69ed6c8d77d8","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"5722648cfc8cbb1a6f6087b8270cb75a066d20f1ecd5c0ecc96e00e08091e98d","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\",\"n3\"],\"condition\":null,\"course\":null,\"evidence\":\"CIV ENGR 370, graduate/professional standing, or member of Engineering Guest Students\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":370,\"minimum_grade\":null,\"subjects\":[\"CIVENGR\"],\"timing\":\"prior\"},\"evidence\":\"CIV ENGR 370\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"graduate/professional standing\",\"course\":null,\"evidence\":\"graduate/professional standing\",\"id\":\"n2\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"member of Engineering Guest Students\",\"course\":null,\"evidence\":\"member of Engineering Guest Students\",\"id\":\"n3\",\"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_0395b99b4f3fcb39db43e69f","course_id":"CIVENGR 573","catalog_version_id":"ca80e619ad945688c71c4bda9eb5b331ed392b955440145aefd0a5cef1e43c5f","record_version_id":"ffbcf0c6800c771af64ff4ee15de316245e319197655000dca6b69ed6c8d77d8","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"5722648cfc8cbb1a6f6087b8270cb75a066d20f1ecd5c0ecc96e00e08091e98d","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"CIVENGR 370\",\"field\":\"description\",\"quote\":\"Characteristics of transportation supply and demand; measuring and estimating demand; social and environmental impacts; planning of transportation systems; characteristics of transportation modes; interaction between modes; mode interfaces; transportation technology; economics; public policy, implementation and management.\"}],\"text\":\"Foundations in transportation engineering, including demand estimation, system planning, mode characteristics, and policy.\"}],\"search_phrases\":[\"ground transportation facility design\",\"intersection design capacity\",\"grade separations interchanges\",\"parking lots terminals design\",\"geometric design transport facilities\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"CIVENGR 573\",\"field\":\"description\",\"quote\":\"generation, capacity, location and design\"}],\"text\":\"Generate, locate, and design ground transportation facilities.\"},{\"evidence\":[{\"course_id\":\"CIVENGR 573\",\"field\":\"description\",\"quote\":\"rural and urban at-grade intersection design\"}],\"text\":\"Design at-grade intersections for rural and urban contexts.\"},{\"evidence\":[{\"course_id\":\"CIVENGR 573\",\"field\":\"description\",\"quote\":\"grade separations; interchanges\"}],\"text\":\"Design grade separations and interchanges.\"},{\"evidence\":[{\"course_id\":\"CIVENGR 573\",\"field\":\"description\",\"quote\":\"parking lots and terminals\"}],\"text\":\"Design parking lots and terminals.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"CIVENGR 573\",\"field\":\"title\",\"quote\":\"GEOMETRIC DESIGN OF TRANSPORT FACILITIES\"},{\"course_id\":\"CIVENGR 573\",\"field\":\"description\",\"quote\":\"Problems in ground transportation facility design; generation, capacity, location and design; rural and urban at-grade intersection design; grade separations; interchanges; parking lots and terminals.\"}],\"text\":\"CIVENGR 573 covers the geometric design of transport facilities, including intersections, interchanges, and parking.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"CIVENGR 573\",\"field\":\"description\",\"quote\":\"ground transportation facility design\"}],\"text\":\"Ground transportation facility design.\"},{\"evidence\":[{\"course_id\":\"CIVENGR 573\",\"field\":\"description\",\"quote\":\"rural and urban at-grade intersection design\"}],\"text\":\"At-grade intersection design.\"},{\"evidence\":[{\"course_id\":\"CIVENGR 573\",\"field\":\"description\",\"quote\":\"grade separations; interchanges\"}],\"text\":\"Grade separations and interchanges.\"},{\"evidence\":[{\"course_id\":\"CIVENGR 573\",\"field\":\"description\",\"quote\":\"parking lots and terminals\"}],\"text\":\"Parking lots and terminals.\"}]}","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_0395b99b4f3fcb39db43e69f","course_id":"CIVENGR 573","catalog_version_id":"ca80e619ad945688c71c4bda9eb5b331ed392b955440145aefd0a5cef1e43c5f","record_version_id":"ffbcf0c6800c771af64ff4ee15de316245e319197655000dca6b69ed6c8d77d8","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"5722648cfc8cbb1a6f6087b8270cb75a066d20f1ecd5c0ecc96e00e08091e98d","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_0395b99b4f3fcb39db43e69f","course_id":"CIVENGR 573","catalog_version_id":"ca80e619ad945688c71c4bda9eb5b331ed392b955440145aefd0a5cef1e43c5f","record_version_id":"ffbcf0c6800c771af64ff4ee15de316245e319197655000dca6b69ed6c8d77d8","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"5722648cfc8cbb1a6f6087b8270cb75a066d20f1ecd5c0ecc96e00e08091e98d","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"98e89cb769f482e37505e0cee6d831a059aeae6558e901d7b736353f3385e47b\",\"course_id\":\"CIVENGR 573\",\"current_instructors\":[],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":false,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"course_id\":\"CIVENGR 573\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"77553a46-bd65-3c43-88ad-a5f77a3d3c78\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"CIVENGR 573\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"77553a46-bd65-3c43-88ad-a5f77a3d3c78\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"CIVENGR 573\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"77553a46-bd65-3c43-88ad-a5f77a3d3c78\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2024: 3.50 GPA, 73.3% A/AB (n=30 letter grades); Spring 2025: 3.35 GPA, 47.8% A/AB (n=23 letter grades); Spring 2026: 3.46 GPA, 73.1% A/AB (n=26 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}]