[{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_4a584a4525f18c83688b912c","course_id":"BSE 472","catalog_version_id":"2f1911f86bb431e3b57f754b059fe670ac0f4d90db38e014e2396931cec40c34","record_version_id":"e17ed34422f9da98fefde12478b6f8211dac56889f13c73ba0a7e6fe3f1fa977","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"706cf53634bf9de2eb12489c6027df5233822a2b9f057c752e9a581024ed45fe","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Junior standing\",\"course\":null,\"evidence\":\"Junior standing\",\"id\":\"r1\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"r1\",\"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_4a584a4525f18c83688b912c","course_id":"BSE 472","catalog_version_id":"2f1911f86bb431e3b57f754b059fe670ac0f4d90db38e014e2396931cec40c34","record_version_id":"e17ed34422f9da98fefde12478b6f8211dac56889f13c73ba0a7e6fe3f1fa977","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"706cf53634bf9de2eb12489c6027df5233822a2b9f057c752e9a581024ed45fe","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[],\"assumed_background\":[],\"search_phrases\":[\"sediment and bio-nutrient engineering\",\"water control systems design\",\"erosion control engineering\",\"manure management systems\",\"agricultural water resource management\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"BSE 472\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Identify, formulate, and solve complex water, sediment, and manure management, and engineering problems by applying engineering and science principles to design water control, erosion control, and nutrient management systems.\",\"source_url\":\"https://guide.wisc.edu/courses/bse/\"}],\"text\":\"Designing water control, erosion control, and nutrient management systems using engineering and science principles.\"},{\"evidence\":[{\"course_id\":\"BSE 472\",\"field\":\"official_learning_outcomes\",\"outcome_index\":5,\"quote\":\"Analyze and interpret data related to rainfall and runoff, soil characteristics, tillage practices, and manure characteristics and use engineering judgement to select appropriate design solutions.\",\"source_url\":\"https://guide.wisc.edu/courses/bse/\"}],\"text\":\"Analyzing and interpreting data on rainfall, runoff, soil, tillage, and manure to select design solutions.\"},{\"evidence\":[{\"course_id\":\"BSE 472\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Apply engineering design to produce water, sediment, and manure management solutions that meet agricultural production needs with consideration of public health, safety, and welfare, as well as global, cultural, social, environmental, and economic factors.\",\"source_url\":\"https://guide.wisc.edu/courses/bse/\"}],\"text\":\"Applying engineering design to produce management solutions meeting agricultural needs while considering public health, safety, and environmental factors.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"BSE 472\",\"field\":\"title\",\"quote\":\"SEDIMENT AND BIO-NUTRIENT ENGINEERING AND MANAGEMENT\",\"source_url\":\"https://guide.wisc.edu/courses/bse/\"},{\"course_id\":\"BSE 472\",\"field\":\"description\",\"quote\":\"Hydrologic, biologic and engineering applications in the design and management of sediment and bio-nutrient control systems.\",\"source_url\":\"https://guide.wisc.edu/courses/bse/\"}],\"text\":\"Covers hydrologic, biologic, and engineering applications for designing and managing sediment and bio-nutrient control systems.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"BSE 472\",\"field\":\"description\",\"quote\":\"Hydrologic, biologic and engineering applications in the design and management of sediment and bio-nutrient control systems.\",\"source_url\":\"https://guide.wisc.edu/courses/bse/\"}],\"text\":\"Sediment and bio-nutrient control system design and management.\"},{\"evidence\":[{\"course_id\":\"BSE 472\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Identify, formulate, and solve complex water, sediment, and manure management, and engineering problems by applying engineering and science principles to design water control, erosion control, and nutrient management systems.\",\"source_url\":\"https://guide.wisc.edu/courses/bse/\"}],\"text\":\"Water control, erosion control, and nutrient management systems.\"},{\"evidence\":[{\"course_id\":\"BSE 472\",\"field\":\"official_learning_outcomes\",\"outcome_index\":5,\"quote\":\"Analyze and interpret data related to rainfall and runoff, soil characteristics, tillage practices, and manure characteristics and use engineering judgement to select appropriate design solutions.\",\"source_url\":\"https://guide.wisc.edu/courses/bse/\"}],\"text\":\"Rainfall, runoff, soil characteristics, tillage practices, and manure characteristics.\"}]}","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_4a584a4525f18c83688b912c","course_id":"BSE 472","catalog_version_id":"2f1911f86bb431e3b57f754b059fe670ac0f4d90db38e014e2396931cec40c34","record_version_id":"e17ed34422f9da98fefde12478b6f8211dac56889f13c73ba0a7e6fe3f1fa977","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"706cf53634bf9de2eb12489c6027df5233822a2b9f057c752e9a581024ed45fe","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_4a584a4525f18c83688b912c","course_id":"BSE 472","catalog_version_id":"2f1911f86bb431e3b57f754b059fe670ac0f4d90db38e014e2396931cec40c34","record_version_id":"e17ed34422f9da98fefde12478b6f8211dac56889f13c73ba0a7e6fe3f1fa977","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"706cf53634bf9de2eb12489c6027df5233822a2b9f057c752e9a581024ed45fe","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"2e5c41cfc1bce9c76ea0902c4daad0d238498fcc604d96da6ceb288469547743\",\"course_id\":\"BSE 472\",\"current_instructors\":[{\"instructor_uid\":\"instructor_c1d2db1361cb4ce256c8f95b\",\"message\":\"No course-specific reviews available\",\"name\":\"Krishnapuram Karthikeyan\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[{\"citations\":[{\"course_id\":\"BSE 472\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"60359c81-7b64-3333-b351-5e68fb462705\",\"source_record\":{\"entity_id\":\"60359c81-7b64-3333-b351-5e68fb462705\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"BSE 472\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"60359c81-7b64-3333-b351-5e68fb462705\",\"source_record\":{\"entity_id\":\"60359c81-7b64-3333-b351-5e68fb462705\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"BSE 472\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"60359c81-7b64-3333-b351-5e68fb462705\",\"source_record\":{\"entity_id\":\"60359c81-7b64-3333-b351-5e68fb462705\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2024: 2.92 GPA, 30.0% A/AB (n=20 letter grades); Spring 2025: 3.00 GPA, 36.4% A/AB (n=11 letter grades); Spring 2026: 2.95 GPA, 15.0% 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\":\"BSE 472\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"60359c81-7b64-3333-b351-5e68fb462705\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"BSE 472\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"60359c81-7b64-3333-b351-5e68fb462705\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"BSE 472\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"60359c81-7b64-3333-b351-5e68fb462705\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2024: 2.92 GPA, 30.0% A/AB (n=20 letter grades); Spring 2025: 3.00 GPA, 36.4% A/AB (n=11 letter grades); Spring 2026: 2.95 GPA, 15.0% A/AB (n=20 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"9dea82ef7f2113a5605c1c6030c4f9b19967eb742cc93a78268fb92357d29f5c\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"BSE 472\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"60359c81-7b64-3333-b351-5e68fb462705\",\"source_record\":{\"entity_id\":\"60359c81-7b64-3333-b351-5e68fb462705\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1074\",\"type\":\"grade\"},{\"course_id\":\"BSE 472\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"60359c81-7b64-3333-b351-5e68fb462705\",\"source_record\":{\"entity_id\":\"60359c81-7b64-3333-b351-5e68fb462705\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1084\",\"type\":\"grade\"},{\"course_id\":\"BSE 472\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"60359c81-7b64-3333-b351-5e68fb462705\",\"source_record\":{\"entity_id\":\"60359c81-7b64-3333-b351-5e68fb462705\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1102\",\"type\":\"grade\"},{\"course_id\":\"BSE 472\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"60359c81-7b64-3333-b351-5e68fb462705\",\"source_record\":{\"entity_id\":\"60359c81-7b64-3333-b351-5e68fb462705\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1132\",\"type\":\"grade\"},{\"course_id\":\"BSE 472\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"60359c81-7b64-3333-b351-5e68fb462705\",\"source_record\":{\"entity_id\":\"60359c81-7b64-3333-b351-5e68fb462705\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1144\",\"type\":\"grade\"},{\"course_id\":\"BSE 472\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"60359c81-7b64-3333-b351-5e68fb462705\",\"source_record\":{\"entity_id\":\"60359c81-7b64-3333-b351-5e68fb462705\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1154\",\"type\":\"grade\"},{\"course_id\":\"BSE 472\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"60359c81-7b64-3333-b351-5e68fb462705\",\"source_record\":{\"entity_id\":\"60359c81-7b64-3333-b351-5e68fb462705\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"BSE 472\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"60359c81-7b64-3333-b351-5e68fb462705\",\"source_record\":{\"entity_id\":\"60359c81-7b64-3333-b351-5e68fb462705\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"},{\"course_id\":\"BSE 472\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"60359c81-7b64-3333-b351-5e68fb462705\",\"source_record\":{\"entity_id\":\"60359c81-7b64-3333-b351-5e68fb462705\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"},{\"course_id\":\"BSE 472\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"60359c81-7b64-3333-b351-5e68fb462705\",\"source_record\":{\"entity_id\":\"60359c81-7b64-3333-b351-5e68fb462705\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"},{\"course_id\":\"BSE 472\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"60359c81-7b64-3333-b351-5e68fb462705\",\"source_record\":{\"entity_id\":\"60359c81-7b64-3333-b351-5e68fb462705\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"BSE 472\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"60359c81-7b64-3333-b351-5e68fb462705\",\"source_record\":{\"entity_id\":\"60359c81-7b64-3333-b351-5e68fb462705\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"BSE 472\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"60359c81-7b64-3333-b351-5e68fb462705\",\"source_record\":{\"entity_id\":\"60359c81-7b64-3333-b351-5e68fb462705\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"BSE 472\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"60359c81-7b64-3333-b351-5e68fb462705\",\"source_record\":{\"entity_id\":\"60359c81-7b64-3333-b351-5e68fb462705\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"BSE 472\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"60359c81-7b64-3333-b351-5e68fb462705\",\"source_record\":{\"entity_id\":\"60359c81-7b64-3333-b351-5e68fb462705\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"BSE 472\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"60359c81-7b64-3333-b351-5e68fb462705\",\"source_record\":{\"entity_id\":\"60359c81-7b64-3333-b351-5e68fb462705\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"KRISHNAPURAM KARTHIKEYAN is recorded teaching in Spring 2007, Spring 2008, Fall 2009, Fall 2012, Spring 2014, Spring 2015, Spring 2016, Spring 2017, Spring 2018, Spring 2019, Spring 2020, Spring 2022, Spring 2023, 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_4a584a4525f18c83688b912c","course_id":"BSE 472","catalog_version_id":"f34738cc9207ec8adcb52f80988bf6c82522695d5afea8c2e199d4a6af853497","record_version_id":"b8b34f3e8ec50aaf93d0dba3cca9b2151be3f5ae692a85b15ca14e5b75456bc0","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"bc5dee1f41d2c0d3d9233824124cba84b3693cb16df25b716d5c32953b90c2e6","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Junior standing\",\"course\":null,\"evidence\":\"Junior standing\",\"id\":\"n0\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"n0\",\"status\":\"parsed\"}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_4a584a4525f18c83688b912c","course_id":"BSE 472","catalog_version_id":"f34738cc9207ec8adcb52f80988bf6c82522695d5afea8c2e199d4a6af853497","record_version_id":"b8b34f3e8ec50aaf93d0dba3cca9b2151be3f5ae692a85b15ca14e5b75456bc0","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"bc5dee1f41d2c0d3d9233824124cba84b3693cb16df25b716d5c32953b90c2e6","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"sediment engineering\",\"bio-nutrient control\",\"hydrologic design\",\"environmental management\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"BSE 472\",\"field\":\"description\",\"quote\":\"Hydrologic, biologic and engineering applications in the design and management of sediment and bio-nutrient control systems.\"}],\"text\":\"Design and management of sediment and bio-nutrient control systems\"}],\"summary\":{\"evidence\":[{\"course_id\":\"BSE 472\",\"field\":\"title\",\"quote\":\"SEDIMENT AND BIO-NUTRIENT ENGINEERING AND MANAGEMENT\"},{\"course_id\":\"BSE 472\",\"field\":\"description\",\"quote\":\"Hydrologic, biologic and engineering applications in the design and management of sediment and bio-nutrient control systems.\"}],\"text\":\"BSE 472 covers hydrologic, biologic, and engineering applications for designing and managing sediment and bio-nutrient control systems.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"BSE 472\",\"field\":\"description\",\"quote\":\"sediment and bio-nutrient control systems\"}],\"text\":\"Sediment and bio-nutrient control systems\"},{\"evidence\":[{\"course_id\":\"BSE 472\",\"field\":\"description\",\"quote\":\"Hydrologic, biologic and engineering applications\"}],\"text\":\"Hydrologic, biologic, and engineering applications\"}]}","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_4a584a4525f18c83688b912c","course_id":"BSE 472","catalog_version_id":"f34738cc9207ec8adcb52f80988bf6c82522695d5afea8c2e199d4a6af853497","record_version_id":"b8b34f3e8ec50aaf93d0dba3cca9b2151be3f5ae692a85b15ca14e5b75456bc0","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"bc5dee1f41d2c0d3d9233824124cba84b3693cb16df25b716d5c32953b90c2e6","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_4a584a4525f18c83688b912c","course_id":"BSE 472","catalog_version_id":"f34738cc9207ec8adcb52f80988bf6c82522695d5afea8c2e199d4a6af853497","record_version_id":"b8b34f3e8ec50aaf93d0dba3cca9b2151be3f5ae692a85b15ca14e5b75456bc0","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"b19830df69423c93f426b2b254c9cd48e38b68b01abcd57b310b556dce8033a6","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Junior standing\",\"course\":null,\"evidence\":\"Junior standing\",\"id\":\"n0\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"n0\",\"status\":\"parsed\"}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_4a584a4525f18c83688b912c","course_id":"BSE 472","catalog_version_id":"f34738cc9207ec8adcb52f80988bf6c82522695d5afea8c2e199d4a6af853497","record_version_id":"b8b34f3e8ec50aaf93d0dba3cca9b2151be3f5ae692a85b15ca14e5b75456bc0","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"b19830df69423c93f426b2b254c9cd48e38b68b01abcd57b310b556dce8033a6","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"sediment engineering\",\"bio-nutrient control\",\"hydrologic design\",\"environmental management\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"BSE 472\",\"field\":\"description\",\"quote\":\"Hydrologic, biologic and engineering applications in the design and management of sediment and bio-nutrient control systems.\"}],\"text\":\"Design and management of sediment and bio-nutrient control systems\"}],\"summary\":{\"evidence\":[{\"course_id\":\"BSE 472\",\"field\":\"title\",\"quote\":\"SEDIMENT AND BIO-NUTRIENT ENGINEERING AND MANAGEMENT\"},{\"course_id\":\"BSE 472\",\"field\":\"description\",\"quote\":\"Hydrologic, biologic and engineering applications in the design and management of sediment and bio-nutrient control systems.\"}],\"text\":\"BSE 472 covers hydrologic, biologic, and engineering applications for designing and managing sediment and bio-nutrient control systems.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"BSE 472\",\"field\":\"description\",\"quote\":\"sediment and bio-nutrient control systems\"}],\"text\":\"Sediment and bio-nutrient control systems\"},{\"evidence\":[{\"course_id\":\"BSE 472\",\"field\":\"description\",\"quote\":\"Hydrologic, biologic and engineering applications\"}],\"text\":\"Hydrologic, biologic, and engineering applications\"}]}","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_4a584a4525f18c83688b912c","course_id":"BSE 472","catalog_version_id":"f34738cc9207ec8adcb52f80988bf6c82522695d5afea8c2e199d4a6af853497","record_version_id":"b8b34f3e8ec50aaf93d0dba3cca9b2151be3f5ae692a85b15ca14e5b75456bc0","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"b19830df69423c93f426b2b254c9cd48e38b68b01abcd57b310b556dce8033a6","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_4a584a4525f18c83688b912c","course_id":"BSE 472","catalog_version_id":"2f1911f86bb431e3b57f754b059fe670ac0f4d90db38e014e2396931cec40c34","record_version_id":"e17ed34422f9da98fefde12478b6f8211dac56889f13c73ba0a7e6fe3f1fa977","job_id":"enrich-6556a505c10f448d98d02466","output_id":"fde23635611664a930ebafe574ab633ab33d181bf0637858942f9bb80061ff49","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Junior standing\",\"course\":null,\"evidence\":\"Junior standing\",\"id\":\"r1\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"r1\",\"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_4a584a4525f18c83688b912c","course_id":"BSE 472","catalog_version_id":"2f1911f86bb431e3b57f754b059fe670ac0f4d90db38e014e2396931cec40c34","record_version_id":"e17ed34422f9da98fefde12478b6f8211dac56889f13c73ba0a7e6fe3f1fa977","job_id":"enrich-6556a505c10f448d98d02466","output_id":"fde23635611664a930ebafe574ab633ab33d181bf0637858942f9bb80061ff49","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[],\"assumed_background\":[],\"search_phrases\":[\"sediment and bio-nutrient engineering\",\"water control systems design\",\"erosion control engineering\",\"manure management systems\",\"agricultural water resource management\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"BSE 472\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Identify, formulate, and solve complex water, sediment, and manure management, and engineering problems by applying engineering and science principles to design water control, erosion control, and nutrient management systems.\",\"source_url\":\"https://guide.wisc.edu/courses/bse/\"}],\"text\":\"Designing water control, erosion control, and nutrient management systems using engineering and science principles.\"},{\"evidence\":[{\"course_id\":\"BSE 472\",\"field\":\"official_learning_outcomes\",\"outcome_index\":5,\"quote\":\"Analyze and interpret data related to rainfall and runoff, soil characteristics, tillage practices, and manure characteristics and use engineering judgement to select appropriate design solutions.\",\"source_url\":\"https://guide.wisc.edu/courses/bse/\"}],\"text\":\"Analyzing and interpreting data on rainfall, runoff, soil, tillage, and manure to select design solutions.\"},{\"evidence\":[{\"course_id\":\"BSE 472\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Apply engineering design to produce water, sediment, and manure management solutions that meet agricultural production needs with consideration of public health, safety, and welfare, as well as global, cultural, social, environmental, and economic factors.\",\"source_url\":\"https://guide.wisc.edu/courses/bse/\"}],\"text\":\"Applying engineering design to produce management solutions meeting agricultural needs while considering public health, safety, and environmental factors.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"BSE 472\",\"field\":\"title\",\"quote\":\"SEDIMENT AND BIO-NUTRIENT ENGINEERING AND MANAGEMENT\",\"source_url\":\"https://guide.wisc.edu/courses/bse/\"},{\"course_id\":\"BSE 472\",\"field\":\"description\",\"quote\":\"Hydrologic, biologic and engineering applications in the design and management of sediment and bio-nutrient control systems.\",\"source_url\":\"https://guide.wisc.edu/courses/bse/\"}],\"text\":\"Covers hydrologic, biologic, and engineering applications for designing and managing sediment and bio-nutrient control systems.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"BSE 472\",\"field\":\"description\",\"quote\":\"Hydrologic, biologic and engineering applications in the design and management of sediment and bio-nutrient control systems.\",\"source_url\":\"https://guide.wisc.edu/courses/bse/\"}],\"text\":\"Sediment and bio-nutrient control system design and management.\"},{\"evidence\":[{\"course_id\":\"BSE 472\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Identify, formulate, and solve complex water, sediment, and manure management, and engineering problems by applying engineering and science principles to design water control, erosion control, and nutrient management systems.\",\"source_url\":\"https://guide.wisc.edu/courses/bse/\"}],\"text\":\"Water control, erosion control, and nutrient management systems.\"},{\"evidence\":[{\"course_id\":\"BSE 472\",\"field\":\"official_learning_outcomes\",\"outcome_index\":5,\"quote\":\"Analyze and interpret data related to rainfall and runoff, soil characteristics, tillage practices, and manure characteristics and use engineering judgement to select appropriate design solutions.\",\"source_url\":\"https://guide.wisc.edu/courses/bse/\"}],\"text\":\"Rainfall, runoff, soil characteristics, tillage practices, and manure characteristics.\"}]}","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_4a584a4525f18c83688b912c","course_id":"BSE 472","catalog_version_id":"2f1911f86bb431e3b57f754b059fe670ac0f4d90db38e014e2396931cec40c34","record_version_id":"e17ed34422f9da98fefde12478b6f8211dac56889f13c73ba0a7e6fe3f1fa977","job_id":"enrich-6556a505c10f448d98d02466","output_id":"fde23635611664a930ebafe574ab633ab33d181bf0637858942f9bb80061ff49","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_4a584a4525f18c83688b912c","course_id":"BSE 472","catalog_version_id":"f34738cc9207ec8adcb52f80988bf6c82522695d5afea8c2e199d4a6af853497","record_version_id":"b8b34f3e8ec50aaf93d0dba3cca9b2151be3f5ae692a85b15ca14e5b75456bc0","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"fe3201b34c17b52698d35b2ff2cbeb16eb81837e3345cc00348976088586d12e","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Junior standing\",\"course\":null,\"evidence\":\"Junior standing\",\"id\":\"n0\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"n0\",\"status\":\"parsed\"}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_4a584a4525f18c83688b912c","course_id":"BSE 472","catalog_version_id":"f34738cc9207ec8adcb52f80988bf6c82522695d5afea8c2e199d4a6af853497","record_version_id":"b8b34f3e8ec50aaf93d0dba3cca9b2151be3f5ae692a85b15ca14e5b75456bc0","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"fe3201b34c17b52698d35b2ff2cbeb16eb81837e3345cc00348976088586d12e","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"sediment engineering\",\"bio-nutrient control\",\"hydrologic design\",\"environmental management\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"BSE 472\",\"field\":\"description\",\"quote\":\"Hydrologic, biologic and engineering applications in the design and management of sediment and bio-nutrient control systems.\"}],\"text\":\"Design and management of sediment and bio-nutrient control systems\"}],\"summary\":{\"evidence\":[{\"course_id\":\"BSE 472\",\"field\":\"title\",\"quote\":\"SEDIMENT AND BIO-NUTRIENT ENGINEERING AND MANAGEMENT\"},{\"course_id\":\"BSE 472\",\"field\":\"description\",\"quote\":\"Hydrologic, biologic and engineering applications in the design and management of sediment and bio-nutrient control systems.\"}],\"text\":\"BSE 472 covers hydrologic, biologic, and engineering applications for designing and managing sediment and bio-nutrient control systems.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"BSE 472\",\"field\":\"description\",\"quote\":\"sediment and bio-nutrient control systems\"}],\"text\":\"Sediment and bio-nutrient control systems\"},{\"evidence\":[{\"course_id\":\"BSE 472\",\"field\":\"description\",\"quote\":\"Hydrologic, biologic and engineering applications\"}],\"text\":\"Hydrologic, biologic, and engineering applications\"}]}","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_4a584a4525f18c83688b912c","course_id":"BSE 472","catalog_version_id":"f34738cc9207ec8adcb52f80988bf6c82522695d5afea8c2e199d4a6af853497","record_version_id":"b8b34f3e8ec50aaf93d0dba3cca9b2151be3f5ae692a85b15ca14e5b75456bc0","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"fe3201b34c17b52698d35b2ff2cbeb16eb81837e3345cc00348976088586d12e","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_4a584a4525f18c83688b912c","course_id":"BSE 472","catalog_version_id":"f34738cc9207ec8adcb52f80988bf6c82522695d5afea8c2e199d4a6af853497","record_version_id":"b8b34f3e8ec50aaf93d0dba3cca9b2151be3f5ae692a85b15ca14e5b75456bc0","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"fe3201b34c17b52698d35b2ff2cbeb16eb81837e3345cc00348976088586d12e","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"72fe72c537bbe85fb286fa9f592fa78b5c811622d25b6bd3016b57e3e3abca12\",\"course_id\":\"BSE 472\",\"current_instructors\":[],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":false,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"course_id\":\"BSE 472\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"60359c81-7b64-3333-b351-5e68fb462705\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"BSE 472\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"60359c81-7b64-3333-b351-5e68fb462705\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"BSE 472\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"60359c81-7b64-3333-b351-5e68fb462705\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2024: 2.92 GPA, 30.0% A/AB (n=20 letter grades); Spring 2025: 3.00 GPA, 36.4% A/AB (n=11 letter grades); Spring 2026: 2.95 GPA, 15.0% 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}]