[{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_cf83fbaebe43cf145437e4c9","course_id":"CIVENGR 410","catalog_version_id":"6694dde7e6f963197354a50209800b5056a0a8b010d3eb2bc2af5f6be5cad186","record_version_id":"db05877840ca4459659419bad8e7e7c9fd5c141d8a2945636f5773f2bf485aef","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"789a4fd70bf3c0b9e78de687b404efee027765967b7e8cfbb3f0ca6b2bccce50","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\",\"n3\"],\"condition\":null,\"course\":null,\"evidence\":\"CIV ENGR 310, graduate/professional standing, or member of Engineering Guest Students\",\"id\":\"root\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":310,\"minimum_grade\":null,\"subjects\":[\"CIVENGR\"],\"timing\":\"prior\"},\"evidence\":\"CIV ENGR 310\",\"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\":\"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_cf83fbaebe43cf145437e4c9","course_id":"CIVENGR 410","catalog_version_id":"6694dde7e6f963197354a50209800b5056a0a8b010d3eb2bc2af5f6be5cad186","record_version_id":"db05877840ca4459659419bad8e7e7c9fd5c141d8a2945636f5773f2bf485aef","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"789a4fd70bf3c0b9e78de687b404efee027765967b7e8cfbb3f0ca6b2bccce50","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[{\"evidence\":[{\"course_id\":\"CIVENGR 410\",\"field\":\"description\",\"quote\":\"Engineering approaches to measurement, control and conveyance of water and wastewater flows, emphasizing analysis, design, characteristics and selection of: measurement devices, distribution and collection pipe systems, and pumps and turbines with consideration of plant, quality, economic, reliability, and security aspects.\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"label\":\"data-analysis\"},{\"evidence\":[{\"course_id\":\"CIVENGR 410\",\"field\":\"official_learning_outcomes\",\"outcome_index\":5,\"quote\":\"Use hydraulic modeling software to simulate a drinking water distribution grid and to evaluate alternative solutions to meet changing objectives\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"label\":\"programming\"}],\"assumed_background\":[],\"search_phrases\":[\"hydraulic engineering\",\"water and wastewater flows\",\"distribution and collection pipe systems\",\"pumps and turbines\",\"measurement devices\",\"hydraulic performance\",\"pipe material and diameter\",\"valve types\",\"drinking water distribution grid\",\"energy recovery from hydraulic systems\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"CIVENGR 410\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Quantitatively and qualitatively assess, estimate, and communicate the hydraulic performance of pressure-flow conveyance systems, including pumps, pipes, pipe grids, valves, storage tanks, and flow meters\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"text\":\"Assess and estimate hydraulic performance of pressure-flow conveyance systems\"},{\"evidence\":[{\"course_id\":\"CIVENGR 410\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Select a pipe material and pipe diameter to meet a specified objective\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"text\":\"Select pipe materials and diameters for specific objectives\"},{\"evidence\":[{\"course_id\":\"CIVENGR 410\",\"field\":\"official_learning_outcomes\",\"outcome_index\":3,\"quote\":\"Select a pump and pump material to meet a specified objective\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"text\":\"Select pumps and pump materials for specific objectives\"},{\"evidence\":[{\"course_id\":\"CIVENGR 410\",\"field\":\"official_learning_outcomes\",\"outcome_index\":5,\"quote\":\"Use hydraulic modeling software to simulate a drinking water distribution grid and to evaluate alternative solutions to meet changing objectives\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"text\":\"Simulate drinking water distribution grids using hydraulic modeling software\"}],\"summary\":{\"evidence\":[{\"course_id\":\"CIVENGR 410\",\"field\":\"title\",\"quote\":\"HYDRAULIC ENGINEERING\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"},{\"course_id\":\"CIVENGR 410\",\"field\":\"description\",\"quote\":\"Engineering approaches to measurement, control and conveyance of water and wastewater flows, emphasizing analysis, design, characteristics and selection of: measurement devices, distribution and collection pipe systems, and pumps and turbines with consideration of plant, quality, economic, reliability, and security aspects.\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"text\":\"Hydraulic Engineering covers measurement, control, and conveyance of water and wastewater flows, focusing on analysis and design of pipe systems, pumps, and turbines.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"CIVENGR 410\",\"field\":\"description\",\"quote\":\"measurement, control and conveyance of water and wastewater flows\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"text\":\"Measurement, control, and conveyance of water and wastewater flows\"},{\"evidence\":[{\"course_id\":\"CIVENGR 410\",\"field\":\"description\",\"quote\":\"distribution and collection pipe systems\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"text\":\"Distribution and collection pipe systems\"},{\"evidence\":[{\"course_id\":\"CIVENGR 410\",\"field\":\"description\",\"quote\":\"pumps and turbines\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"text\":\"Pumps and turbines\"},{\"evidence\":[{\"course_id\":\"CIVENGR 410\",\"field\":\"description\",\"quote\":\"plant, quality, economic, reliability, and security aspects\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"text\":\"Plant, quality, economic, reliability, and security considerations\"}]}","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_cf83fbaebe43cf145437e4c9","course_id":"CIVENGR 410","catalog_version_id":"6694dde7e6f963197354a50209800b5056a0a8b010d3eb2bc2af5f6be5cad186","record_version_id":"db05877840ca4459659419bad8e7e7c9fd5c141d8a2945636f5773f2bf485aef","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"789a4fd70bf3c0b9e78de687b404efee027765967b7e8cfbb3f0ca6b2bccce50","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_cf83fbaebe43cf145437e4c9","course_id":"CIVENGR 410","catalog_version_id":"6694dde7e6f963197354a50209800b5056a0a8b010d3eb2bc2af5f6be5cad186","record_version_id":"db05877840ca4459659419bad8e7e7c9fd5c141d8a2945636f5773f2bf485aef","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"789a4fd70bf3c0b9e78de687b404efee027765967b7e8cfbb3f0ca6b2bccce50","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"9352f9109b87b1f1ad94f4f7936e22e128818114229e88cd3214501d246acb6e\",\"course_id\":\"CIVENGR 410\",\"current_instructors\":[{\"instructor_uid\":\"instructor_865f5b311fe0efac73b7bcbc\",\"message\":\"No course-specific reviews available\",\"name\":\"Greg Harrington\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[{\"citations\":[{\"course_id\":\"CIVENGR 410\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"c33c08a0-6a2e-3a48-a7b7-0bedc9d23d77\",\"source_record\":{\"entity_id\":\"c33c08a0-6a2e-3a48-a7b7-0bedc9d23d77\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"CIVENGR 410\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"c33c08a0-6a2e-3a48-a7b7-0bedc9d23d77\",\"source_record\":{\"entity_id\":\"c33c08a0-6a2e-3a48-a7b7-0bedc9d23d77\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"CIVENGR 410\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"c33c08a0-6a2e-3a48-a7b7-0bedc9d23d77\",\"source_record\":{\"entity_id\":\"c33c08a0-6a2e-3a48-a7b7-0bedc9d23d77\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2023: 3.88 GPA, 100.0% A/AB (n=16 letter grades); Spring 2025: 3.84 GPA, 89.5% A/AB (n=19 letter grades); Spring 2026: 3.90 GPA, 95.0% A/AB (n=20 letter grades).\"}]}],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":true,\"profile_hash\":\"3f5110430805ccdd533c0c072df62d68a8a5f5441c4530bbdb15d419a199a09c\",\"quick_take\":[{\"citations\":[{\"course_id\":\"CIVENGR 410\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"c33c08a0-6a2e-3a48-a7b7-0bedc9d23d77\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"CIVENGR 410\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"c33c08a0-6a2e-3a48-a7b7-0bedc9d23d77\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"CIVENGR 410\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"c33c08a0-6a2e-3a48-a7b7-0bedc9d23d77\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2023: 3.88 GPA, 100.0% A/AB (n=16 letter grades); Spring 2025: 3.84 GPA, 89.5% A/AB (n=19 letter grades); Spring 2026: 3.90 GPA, 95.0% A/AB (n=20 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"9dea82ef7f2113a5605c1c6030c4f9b19967eb742cc93a78268fb92357d29f5c\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"CIVENGR 410\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"c33c08a0-6a2e-3a48-a7b7-0bedc9d23d77\",\"source_record\":{\"entity_id\":\"c33c08a0-6a2e-3a48-a7b7-0bedc9d23d77\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1134\",\"type\":\"grade\"},{\"course_id\":\"CIVENGR 410\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"c33c08a0-6a2e-3a48-a7b7-0bedc9d23d77\",\"source_record\":{\"entity_id\":\"c33c08a0-6a2e-3a48-a7b7-0bedc9d23d77\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"},{\"course_id\":\"CIVENGR 410\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"c33c08a0-6a2e-3a48-a7b7-0bedc9d23d77\",\"source_record\":{\"entity_id\":\"c33c08a0-6a2e-3a48-a7b7-0bedc9d23d77\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"CIVENGR 410\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"c33c08a0-6a2e-3a48-a7b7-0bedc9d23d77\",\"source_record\":{\"entity_id\":\"c33c08a0-6a2e-3a48-a7b7-0bedc9d23d77\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"},{\"course_id\":\"CIVENGR 410\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"c33c08a0-6a2e-3a48-a7b7-0bedc9d23d77\",\"source_record\":{\"entity_id\":\"c33c08a0-6a2e-3a48-a7b7-0bedc9d23d77\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"},{\"course_id\":\"CIVENGR 410\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"c33c08a0-6a2e-3a48-a7b7-0bedc9d23d77\",\"source_record\":{\"entity_id\":\"c33c08a0-6a2e-3a48-a7b7-0bedc9d23d77\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"},{\"course_id\":\"CIVENGR 410\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"c33c08a0-6a2e-3a48-a7b7-0bedc9d23d77\",\"source_record\":{\"entity_id\":\"c33c08a0-6a2e-3a48-a7b7-0bedc9d23d77\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"CIVENGR 410\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"c33c08a0-6a2e-3a48-a7b7-0bedc9d23d77\",\"source_record\":{\"entity_id\":\"c33c08a0-6a2e-3a48-a7b7-0bedc9d23d77\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"CIVENGR 410\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"c33c08a0-6a2e-3a48-a7b7-0bedc9d23d77\",\"source_record\":{\"entity_id\":\"c33c08a0-6a2e-3a48-a7b7-0bedc9d23d77\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"CIVENGR 410\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"c33c08a0-6a2e-3a48-a7b7-0bedc9d23d77\",\"source_record\":{\"entity_id\":\"c33c08a0-6a2e-3a48-a7b7-0bedc9d23d77\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"CIVENGR 410\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"c33c08a0-6a2e-3a48-a7b7-0bedc9d23d77\",\"source_record\":{\"entity_id\":\"c33c08a0-6a2e-3a48-a7b7-0bedc9d23d77\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"GREGORY WELLS HARRINGTON is recorded teaching in Spring 2013, Fall 2014, Fall 2015, Spring 2017, Spring 2018, Spring 2019, Spring 2020, 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_cf83fbaebe43cf145437e4c9","course_id":"CIVENGR 410","catalog_version_id":"d2f92289765ed636c4a36624f330a39fce5c9a9e43ef7892206f94fcf998d1df","record_version_id":"3c28e0f601a798211cd55d1c2149f01b3a8cbc26b302ad8eb614370aed462295","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"0953519b709436a71861cf362c20c7f1b3008a574d6bf660bca421ce244bba5e","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\",\"n3\"],\"condition\":null,\"course\":null,\"evidence\":\"CIV ENGR 310, graduate/professional standing, or member of Engineering Guest Students\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":310,\"minimum_grade\":null,\"subjects\":[\"CIVENGR\"],\"timing\":\"prior\"},\"evidence\":\"CIV ENGR 310\",\"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_cf83fbaebe43cf145437e4c9","course_id":"CIVENGR 410","catalog_version_id":"d2f92289765ed636c4a36624f330a39fce5c9a9e43ef7892206f94fcf998d1df","record_version_id":"3c28e0f601a798211cd55d1c2149f01b3a8cbc26b302ad8eb614370aed462295","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"0953519b709436a71861cf362c20c7f1b3008a574d6bf660bca421ce244bba5e","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"CIVENGR 310\",\"field\":\"description\",\"quote\":\"Fluid statics and dynamics, dimensional analysis, flow of an ideal fluid, flow of a real fluid--including laminar and turbulent flow, applications to engineering problems.\"},{\"course_id\":\"CIVENGR 310\",\"field\":\"requirements_text\",\"quote\":\"(MATH 234or375) and (E M A 202or M E 240)\"}],\"text\":\"Fluid mechanics principles including statics, dynamics, and flow analysis.\"},{\"evidence\":[{\"course_id\":\"CIVENGR 310\",\"field\":\"requirements_text\",\"quote\":\"(MATH 234or375)\"}],\"text\":\"Calculus and differential equations.\"},{\"evidence\":[{\"course_id\":\"CIVENGR 310\",\"field\":\"requirements_text\",\"quote\":\"(E M A 202or M E 240)\"}],\"text\":\"Engineering mechanics (statics/dynamics or thermodynamics).\"}],\"search_phrases\":[\"water flow measurement\",\"wastewater conveyance design\",\"pump and turbine selection\",\"distribution pipe systems\",\"hydraulic engineering analysis\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"CIVENGR 410\",\"field\":\"description\",\"quote\":\"analysis, design, characteristics and selection of: measurement devices, distribution and collection pipe systems, and pumps and turbines\"}],\"text\":\"Analysis and design of water/wastewater measurement and conveyance systems.\"},{\"evidence\":[{\"course_id\":\"CIVENGR 410\",\"field\":\"description\",\"quote\":\"consideration of plant, quality, economic, reliability, and security aspects\"}],\"text\":\"Evaluation of hydraulic systems based on economic, reliability, and security criteria.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"CIVENGR 410\",\"field\":\"title\",\"quote\":\"HYDRAULIC ENGINEERING\"},{\"course_id\":\"CIVENGR 410\",\"field\":\"description\",\"quote\":\"Engineering approaches to measurement, control and conveyance of water and wastewater flows\"}],\"text\":\"CIVENGR 410 teaches engineering approaches to measuring, controlling, and conveying water and wastewater flows.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"CIVENGR 410\",\"field\":\"description\",\"quote\":\"measurement, control and conveyance of water and wastewater flows\"}],\"text\":\"Water and wastewater flow measurement and control.\"},{\"evidence\":[{\"course_id\":\"CIVENGR 410\",\"field\":\"description\",\"quote\":\"distribution and collection pipe systems\"}],\"text\":\"Pipe system design for distribution and collection.\"},{\"evidence\":[{\"course_id\":\"CIVENGR 410\",\"field\":\"description\",\"quote\":\"pumps and turbines\"}],\"text\":\"Pump and turbine characteristics and selection.\"}]}","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_cf83fbaebe43cf145437e4c9","course_id":"CIVENGR 410","catalog_version_id":"d2f92289765ed636c4a36624f330a39fce5c9a9e43ef7892206f94fcf998d1df","record_version_id":"3c28e0f601a798211cd55d1c2149f01b3a8cbc26b302ad8eb614370aed462295","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"0953519b709436a71861cf362c20c7f1b3008a574d6bf660bca421ce244bba5e","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_cf83fbaebe43cf145437e4c9","course_id":"CIVENGR 410","catalog_version_id":"d2f92289765ed636c4a36624f330a39fce5c9a9e43ef7892206f94fcf998d1df","record_version_id":"3c28e0f601a798211cd55d1c2149f01b3a8cbc26b302ad8eb614370aed462295","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"77e0f76023a5003f4525ab5e72ff19c8cb14bc81b5b05c63f78c7230f53628bc","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\",\"n3\"],\"condition\":null,\"course\":null,\"evidence\":\"CIV ENGR 310, graduate/professional standing, or member of Engineering Guest Students\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":310,\"minimum_grade\":null,\"subjects\":[\"CIVENGR\"],\"timing\":\"prior\"},\"evidence\":\"CIV ENGR 310\",\"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_cf83fbaebe43cf145437e4c9","course_id":"CIVENGR 410","catalog_version_id":"d2f92289765ed636c4a36624f330a39fce5c9a9e43ef7892206f94fcf998d1df","record_version_id":"3c28e0f601a798211cd55d1c2149f01b3a8cbc26b302ad8eb614370aed462295","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"77e0f76023a5003f4525ab5e72ff19c8cb14bc81b5b05c63f78c7230f53628bc","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"CIVENGR 310\",\"field\":\"description\",\"quote\":\"Fluid statics and dynamics, dimensional analysis, flow of an ideal fluid, flow of a real fluid--including laminar and turbulent flow, applications to engineering problems.\"},{\"course_id\":\"CIVENGR 310\",\"field\":\"requirements_text\",\"quote\":\"(MATH 234or375) and (E M A 202or M E 240)\"}],\"text\":\"Fluid mechanics principles including statics, dynamics, and flow analysis.\"},{\"evidence\":[{\"course_id\":\"CIVENGR 310\",\"field\":\"requirements_text\",\"quote\":\"(MATH 234or375)\"}],\"text\":\"Calculus and differential equations.\"},{\"evidence\":[{\"course_id\":\"CIVENGR 310\",\"field\":\"requirements_text\",\"quote\":\"(E M A 202or M E 240)\"}],\"text\":\"Engineering mechanics (statics/dynamics or thermodynamics).\"}],\"search_phrases\":[\"water flow measurement\",\"wastewater conveyance design\",\"pump and turbine selection\",\"distribution pipe systems\",\"hydraulic engineering analysis\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"CIVENGR 410\",\"field\":\"description\",\"quote\":\"analysis, design, characteristics and selection of: measurement devices, distribution and collection pipe systems, and pumps and turbines\"}],\"text\":\"Analysis and design of water/wastewater measurement and conveyance systems.\"},{\"evidence\":[{\"course_id\":\"CIVENGR 410\",\"field\":\"description\",\"quote\":\"consideration of plant, quality, economic, reliability, and security aspects\"}],\"text\":\"Evaluation of hydraulic systems based on economic, reliability, and security criteria.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"CIVENGR 410\",\"field\":\"title\",\"quote\":\"HYDRAULIC ENGINEERING\"},{\"course_id\":\"CIVENGR 410\",\"field\":\"description\",\"quote\":\"Engineering approaches to measurement, control and conveyance of water and wastewater flows\"}],\"text\":\"CIVENGR 410 teaches engineering approaches to measuring, controlling, and conveying water and wastewater flows.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"CIVENGR 410\",\"field\":\"description\",\"quote\":\"measurement, control and conveyance of water and wastewater flows\"}],\"text\":\"Water and wastewater flow measurement and control.\"},{\"evidence\":[{\"course_id\":\"CIVENGR 410\",\"field\":\"description\",\"quote\":\"distribution and collection pipe systems\"}],\"text\":\"Pipe system design for distribution and collection.\"},{\"evidence\":[{\"course_id\":\"CIVENGR 410\",\"field\":\"description\",\"quote\":\"pumps and turbines\"}],\"text\":\"Pump and turbine characteristics and selection.\"}]}","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_cf83fbaebe43cf145437e4c9","course_id":"CIVENGR 410","catalog_version_id":"d2f92289765ed636c4a36624f330a39fce5c9a9e43ef7892206f94fcf998d1df","record_version_id":"3c28e0f601a798211cd55d1c2149f01b3a8cbc26b302ad8eb614370aed462295","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"77e0f76023a5003f4525ab5e72ff19c8cb14bc81b5b05c63f78c7230f53628bc","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_cf83fbaebe43cf145437e4c9","course_id":"CIVENGR 410","catalog_version_id":"6694dde7e6f963197354a50209800b5056a0a8b010d3eb2bc2af5f6be5cad186","record_version_id":"db05877840ca4459659419bad8e7e7c9fd5c141d8a2945636f5773f2bf485aef","job_id":"enrich-6556a505c10f448d98d02466","output_id":"2dd39410a0ec85eb456589307b34e74c9140625a91a19d48c25f60837d8730b0","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\",\"n3\"],\"condition\":null,\"course\":null,\"evidence\":\"CIV ENGR 310, graduate/professional standing, or member of Engineering Guest Students\",\"id\":\"root\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":310,\"minimum_grade\":null,\"subjects\":[\"CIVENGR\"],\"timing\":\"prior\"},\"evidence\":\"CIV ENGR 310\",\"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\":\"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_cf83fbaebe43cf145437e4c9","course_id":"CIVENGR 410","catalog_version_id":"6694dde7e6f963197354a50209800b5056a0a8b010d3eb2bc2af5f6be5cad186","record_version_id":"db05877840ca4459659419bad8e7e7c9fd5c141d8a2945636f5773f2bf485aef","job_id":"enrich-6556a505c10f448d98d02466","output_id":"2dd39410a0ec85eb456589307b34e74c9140625a91a19d48c25f60837d8730b0","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[{\"evidence\":[{\"course_id\":\"CIVENGR 410\",\"field\":\"description\",\"quote\":\"Engineering approaches to measurement, control and conveyance of water and wastewater flows, emphasizing analysis, design, characteristics and selection of: measurement devices, distribution and collection pipe systems, and pumps and turbines with consideration of plant, quality, economic, reliability, and security aspects.\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"label\":\"data-analysis\"},{\"evidence\":[{\"course_id\":\"CIVENGR 410\",\"field\":\"official_learning_outcomes\",\"outcome_index\":5,\"quote\":\"Use hydraulic modeling software to simulate a drinking water distribution grid and to evaluate alternative solutions to meet changing objectives\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"label\":\"programming\"}],\"assumed_background\":[],\"search_phrases\":[\"hydraulic engineering\",\"water and wastewater flows\",\"distribution and collection pipe systems\",\"pumps and turbines\",\"measurement devices\",\"hydraulic performance\",\"pipe material and diameter\",\"valve types\",\"drinking water distribution grid\",\"energy recovery from hydraulic systems\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"CIVENGR 410\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Quantitatively and qualitatively assess, estimate, and communicate the hydraulic performance of pressure-flow conveyance systems, including pumps, pipes, pipe grids, valves, storage tanks, and flow meters\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"text\":\"Assess and estimate hydraulic performance of pressure-flow conveyance systems\"},{\"evidence\":[{\"course_id\":\"CIVENGR 410\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Select a pipe material and pipe diameter to meet a specified objective\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"text\":\"Select pipe materials and diameters for specific objectives\"},{\"evidence\":[{\"course_id\":\"CIVENGR 410\",\"field\":\"official_learning_outcomes\",\"outcome_index\":3,\"quote\":\"Select a pump and pump material to meet a specified objective\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"text\":\"Select pumps and pump materials for specific objectives\"},{\"evidence\":[{\"course_id\":\"CIVENGR 410\",\"field\":\"official_learning_outcomes\",\"outcome_index\":5,\"quote\":\"Use hydraulic modeling software to simulate a drinking water distribution grid and to evaluate alternative solutions to meet changing objectives\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"text\":\"Simulate drinking water distribution grids using hydraulic modeling software\"}],\"summary\":{\"evidence\":[{\"course_id\":\"CIVENGR 410\",\"field\":\"title\",\"quote\":\"HYDRAULIC ENGINEERING\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"},{\"course_id\":\"CIVENGR 410\",\"field\":\"description\",\"quote\":\"Engineering approaches to measurement, control and conveyance of water and wastewater flows, emphasizing analysis, design, characteristics and selection of: measurement devices, distribution and collection pipe systems, and pumps and turbines with consideration of plant, quality, economic, reliability, and security aspects.\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"text\":\"Hydraulic Engineering covers measurement, control, and conveyance of water and wastewater flows, focusing on analysis and design of pipe systems, pumps, and turbines.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"CIVENGR 410\",\"field\":\"description\",\"quote\":\"measurement, control and conveyance of water and wastewater flows\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"text\":\"Measurement, control, and conveyance of water and wastewater flows\"},{\"evidence\":[{\"course_id\":\"CIVENGR 410\",\"field\":\"description\",\"quote\":\"distribution and collection pipe systems\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"text\":\"Distribution and collection pipe systems\"},{\"evidence\":[{\"course_id\":\"CIVENGR 410\",\"field\":\"description\",\"quote\":\"pumps and turbines\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"text\":\"Pumps and turbines\"},{\"evidence\":[{\"course_id\":\"CIVENGR 410\",\"field\":\"description\",\"quote\":\"plant, quality, economic, reliability, and security aspects\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"text\":\"Plant, quality, economic, reliability, and security considerations\"}]}","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_cf83fbaebe43cf145437e4c9","course_id":"CIVENGR 410","catalog_version_id":"6694dde7e6f963197354a50209800b5056a0a8b010d3eb2bc2af5f6be5cad186","record_version_id":"db05877840ca4459659419bad8e7e7c9fd5c141d8a2945636f5773f2bf485aef","job_id":"enrich-6556a505c10f448d98d02466","output_id":"2dd39410a0ec85eb456589307b34e74c9140625a91a19d48c25f60837d8730b0","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_cf83fbaebe43cf145437e4c9","course_id":"CIVENGR 410","catalog_version_id":"d2f92289765ed636c4a36624f330a39fce5c9a9e43ef7892206f94fcf998d1df","record_version_id":"3c28e0f601a798211cd55d1c2149f01b3a8cbc26b302ad8eb614370aed462295","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"a1acadd255c7cf8f6386fc2c99c3957fe38cba04a1efef66d2c39efea4d2cb49","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\",\"n3\"],\"condition\":null,\"course\":null,\"evidence\":\"CIV ENGR 310, graduate/professional standing, or member of Engineering Guest Students\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":310,\"minimum_grade\":null,\"subjects\":[\"CIVENGR\"],\"timing\":\"prior\"},\"evidence\":\"CIV ENGR 310\",\"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_cf83fbaebe43cf145437e4c9","course_id":"CIVENGR 410","catalog_version_id":"d2f92289765ed636c4a36624f330a39fce5c9a9e43ef7892206f94fcf998d1df","record_version_id":"3c28e0f601a798211cd55d1c2149f01b3a8cbc26b302ad8eb614370aed462295","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"a1acadd255c7cf8f6386fc2c99c3957fe38cba04a1efef66d2c39efea4d2cb49","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"CIVENGR 310\",\"field\":\"description\",\"quote\":\"Fluid statics and dynamics, dimensional analysis, flow of an ideal fluid, flow of a real fluid--including laminar and turbulent flow, applications to engineering problems.\"},{\"course_id\":\"CIVENGR 310\",\"field\":\"requirements_text\",\"quote\":\"(MATH 234or375) and (E M A 202or M E 240)\"}],\"text\":\"Fluid mechanics principles including statics, dynamics, and flow analysis.\"},{\"evidence\":[{\"course_id\":\"CIVENGR 310\",\"field\":\"requirements_text\",\"quote\":\"(MATH 234or375)\"}],\"text\":\"Calculus and differential equations.\"},{\"evidence\":[{\"course_id\":\"CIVENGR 310\",\"field\":\"requirements_text\",\"quote\":\"(E M A 202or M E 240)\"}],\"text\":\"Engineering mechanics (statics/dynamics or thermodynamics).\"}],\"search_phrases\":[\"water flow measurement\",\"wastewater conveyance design\",\"pump and turbine selection\",\"distribution pipe systems\",\"hydraulic engineering analysis\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"CIVENGR 410\",\"field\":\"description\",\"quote\":\"analysis, design, characteristics and selection of: measurement devices, distribution and collection pipe systems, and pumps and turbines\"}],\"text\":\"Analysis and design of water/wastewater measurement and conveyance systems.\"},{\"evidence\":[{\"course_id\":\"CIVENGR 410\",\"field\":\"description\",\"quote\":\"consideration of plant, quality, economic, reliability, and security aspects\"}],\"text\":\"Evaluation of hydraulic systems based on economic, reliability, and security criteria.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"CIVENGR 410\",\"field\":\"title\",\"quote\":\"HYDRAULIC ENGINEERING\"},{\"course_id\":\"CIVENGR 410\",\"field\":\"description\",\"quote\":\"Engineering approaches to measurement, control and conveyance of water and wastewater flows\"}],\"text\":\"CIVENGR 410 teaches engineering approaches to measuring, controlling, and conveying water and wastewater flows.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"CIVENGR 410\",\"field\":\"description\",\"quote\":\"measurement, control and conveyance of water and wastewater flows\"}],\"text\":\"Water and wastewater flow measurement and control.\"},{\"evidence\":[{\"course_id\":\"CIVENGR 410\",\"field\":\"description\",\"quote\":\"distribution and collection pipe systems\"}],\"text\":\"Pipe system design for distribution and collection.\"},{\"evidence\":[{\"course_id\":\"CIVENGR 410\",\"field\":\"description\",\"quote\":\"pumps and turbines\"}],\"text\":\"Pump and turbine characteristics and selection.\"}]}","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_cf83fbaebe43cf145437e4c9","course_id":"CIVENGR 410","catalog_version_id":"d2f92289765ed636c4a36624f330a39fce5c9a9e43ef7892206f94fcf998d1df","record_version_id":"3c28e0f601a798211cd55d1c2149f01b3a8cbc26b302ad8eb614370aed462295","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"a1acadd255c7cf8f6386fc2c99c3957fe38cba04a1efef66d2c39efea4d2cb49","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_cf83fbaebe43cf145437e4c9","course_id":"CIVENGR 410","catalog_version_id":"d2f92289765ed636c4a36624f330a39fce5c9a9e43ef7892206f94fcf998d1df","record_version_id":"3c28e0f601a798211cd55d1c2149f01b3a8cbc26b302ad8eb614370aed462295","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"a1acadd255c7cf8f6386fc2c99c3957fe38cba04a1efef66d2c39efea4d2cb49","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"3bdefadfaaa2dee3effa7059245c3dd5b4a409d5f9f1d0bd7cfeac239e54b398\",\"course_id\":\"CIVENGR 410\",\"current_instructors\":[],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":false,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"course_id\":\"CIVENGR 410\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"c33c08a0-6a2e-3a48-a7b7-0bedc9d23d77\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"CIVENGR 410\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"c33c08a0-6a2e-3a48-a7b7-0bedc9d23d77\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"CIVENGR 410\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"c33c08a0-6a2e-3a48-a7b7-0bedc9d23d77\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2023: 3.88 GPA, 100.0% A/AB (n=16 letter grades); Spring 2025: 3.84 GPA, 89.5% A/AB (n=19 letter grades); Spring 2026: 3.90 GPA, 95.0% A/AB (n=20 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}]