[{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_444581708a6d656d264f8845","course_id":"CIVENGR 721","catalog_version_id":"fcd2739fc356c57cd7aa4db7123a7216ff46ff4cfb4c0d86a07fe30d56d2af03","record_version_id":"09bd20c7f89df62dc83db0b9d12a83c48bc68d2cf980f1e6c53bb2713aa34349","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"99a452d3361df05668f1835b8ba46b9d667048495a943ae33918daffe19a2915","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Graduate/professional standing\",\"course\":null,\"evidence\":\"Graduate/professional standing\",\"id\":\"root-req\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"root-req\",\"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_444581708a6d656d264f8845","course_id":"CIVENGR 721","catalog_version_id":"fcd2739fc356c57cd7aa4db7123a7216ff46ff4cfb4c0d86a07fe30d56d2af03","record_version_id":"09bd20c7f89df62dc83db0b9d12a83c48bc68d2cf980f1e6c53bb2713aa34349","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"99a452d3361df05668f1835b8ba46b9d667048495a943ae33918daffe19a2915","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[],\"assumed_background\":[{\"evidence\":[{\"course_id\":\"CIVENGR 721\",\"field\":\"requirements_text\",\"quote\":\"Graduate/professional standing\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"text\":\"Graduate or professional standing is required.\"}],\"search_phrases\":[\"biological principles environmental engineering\",\"contaminant fate and transport\",\"microbial waste treatment\",\"water treatment biology\",\"bioenergy generation\",\"eutrophication control\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"CIVENGR 721\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Describe how microorganisms gain energy from organic and inorganic contaminants\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"},{\"course_id\":\"CIVENGR 721\",\"field\":\"official_learning_outcomes\",\"outcome_index\":3,\"quote\":\"Describe different types of waterborne pathogens\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"},{\"course_id\":\"CIVENGR 721\",\"field\":\"official_learning_outcomes\",\"outcome_index\":4,\"quote\":\"Describe how microorganisms are used to produce biofuels\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"text\":\"Explain microbial energy metabolism, waterborne pathogen types, and biofuel production processes.\"},{\"evidence\":[{\"course_id\":\"CIVENGR 721\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Perform calculations to determine whether a specific chemical reaction would support microbial growth\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"},{\"course_id\":\"CIVENGR 721\",\"field\":\"official_learning_outcomes\",\"outcome_index\":2,\"quote\":\"Perform calculations to quantitatively estimate the rates at which microorganisms transform chemical contaminants\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"text\":\"Calculate conditions for microbial growth and quantitative rates of contaminant transformation.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"CIVENGR 721\",\"field\":\"title\",\"quote\":\"BIOLOGICAL PRINCIPLES OF ENVIRONMENTAL ENGINEERING\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"},{\"course_id\":\"CIVENGR 721\",\"field\":\"description\",\"quote\":\"Biological principles important to diagnosing and controlling pollution through environmental engineering applications such as fate and transport of contaminants in the environment, eutrophication, water treatment for human consumption, biological waste treatment for pollution control and bioenergy generation.\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"text\":\"Explores biological principles for pollution control, covering contaminant fate and transport, eutrophication, water and waste treatment, and bioenergy generation.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"CIVENGR 721\",\"field\":\"description\",\"quote\":\"fate and transport of contaminants in the environment\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"text\":\"Fate and transport of contaminants\"},{\"evidence\":[{\"course_id\":\"CIVENGR 721\",\"field\":\"description\",\"quote\":\"eutrophication\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"text\":\"Eutrophication\"},{\"evidence\":[{\"course_id\":\"CIVENGR 721\",\"field\":\"description\",\"quote\":\"water treatment for human consumption\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"text\":\"Water treatment for human consumption\"},{\"evidence\":[{\"course_id\":\"CIVENGR 721\",\"field\":\"description\",\"quote\":\"biological waste treatment for pollution control\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"text\":\"Biological waste treatment\"},{\"evidence\":[{\"course_id\":\"CIVENGR 721\",\"field\":\"description\",\"quote\":\"bioenergy generation\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"text\":\"Bioenergy generation\"}]}","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_444581708a6d656d264f8845","course_id":"CIVENGR 721","catalog_version_id":"fcd2739fc356c57cd7aa4db7123a7216ff46ff4cfb4c0d86a07fe30d56d2af03","record_version_id":"09bd20c7f89df62dc83db0b9d12a83c48bc68d2cf980f1e6c53bb2713aa34349","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"99a452d3361df05668f1835b8ba46b9d667048495a943ae33918daffe19a2915","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_444581708a6d656d264f8845","course_id":"CIVENGR 721","catalog_version_id":"fcd2739fc356c57cd7aa4db7123a7216ff46ff4cfb4c0d86a07fe30d56d2af03","record_version_id":"09bd20c7f89df62dc83db0b9d12a83c48bc68d2cf980f1e6c53bb2713aa34349","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"99a452d3361df05668f1835b8ba46b9d667048495a943ae33918daffe19a2915","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"1e9eb3c572a9304dca63f8ef9ac22f56886f12bce079323af26def6bcf634087\",\"course_id\":\"CIVENGR 721\",\"current_instructors\":[],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":false,\"profile_hash\":\"3f5110430805ccdd533c0c072df62d68a8a5f5441c4530bbdb15d419a199a09c\",\"quick_take\":[{\"citations\":[{\"course_id\":\"CIVENGR 721\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"c3dc283c-f70f-30e9-9d00-b9288b7277a3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"CIVENGR 721\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"c3dc283c-f70f-30e9-9d00-b9288b7277a3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"CIVENGR 721\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"c3dc283c-f70f-30e9-9d00-b9288b7277a3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2023: 3.96 GPA, 100.0% A/AB (n=12 letter grades); Spring 2024: 4.00 GPA, 100.0% A/AB (n=6 letter grades); Spring 2026: 3.86 GPA, 100.0% A/AB (n=11 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"9dea82ef7f2113a5605c1c6030c4f9b19967eb742cc93a78268fb92357d29f5c\",\"teaching_history\":[],\"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_444581708a6d656d264f8845","course_id":"CIVENGR 721","catalog_version_id":"bd4cc251f2f4e8c1e356338a8598b8648f677e40ab45b12e324fc1a73bd262c2","record_version_id":"71f5cab615f63238a2be60de13a582c9f7906e0defb68067e30cdfa26563305b","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"18e33b85f6639bcd2fc054f50cc316638a770d9ff7ef12d127c97ecfa476d87b","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Graduate/professional standing\",\"course\":null,\"evidence\":\"Graduate/professional 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_444581708a6d656d264f8845","course_id":"CIVENGR 721","catalog_version_id":"bd4cc251f2f4e8c1e356338a8598b8648f677e40ab45b12e324fc1a73bd262c2","record_version_id":"71f5cab615f63238a2be60de13a582c9f7906e0defb68067e30cdfa26563305b","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"18e33b85f6639bcd2fc054f50cc316638a770d9ff7ef12d127c97ecfa476d87b","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"environmental engineering biology\",\"contaminant fate transport\",\"water treatment biological\",\"bioenergy generation principles\",\"eutrophication control\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"CIVENGR 721\",\"field\":\"description\",\"quote\":\"diagnosing and controlling pollution through environmental engineering applications\"}],\"text\":\"Diagnosing and controlling pollution\"},{\"evidence\":[{\"course_id\":\"CIVENGR 721\",\"field\":\"description\",\"quote\":\"fate and transport of contaminants in the environment\"}],\"text\":\"Understanding contaminant fate and transport\"},{\"evidence\":[{\"course_id\":\"CIVENGR 721\",\"field\":\"description\",\"quote\":\"water treatment for human consumption, biological waste treatment for pollution control and bioenergy generation\"}],\"text\":\"Applying biological principles to water and waste treatment\"}],\"summary\":{\"evidence\":[{\"course_id\":\"CIVENGR 721\",\"field\":\"title\",\"quote\":\"BIOLOGICAL PRINCIPLES OF ENVIRONMENTAL ENGINEERING\"},{\"course_id\":\"CIVENGR 721\",\"field\":\"description\",\"quote\":\"Biological principles important to diagnosing and controlling pollution through environmental engineering applications\"}],\"text\":\"CIVENGR 721 teaches biological principles for environmental engineering applications like pollution control and water treatment.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"CIVENGR 721\",\"field\":\"description\",\"quote\":\"fate and transport of contaminants in the environment\"}],\"text\":\"Fate and transport of contaminants\"},{\"evidence\":[{\"course_id\":\"CIVENGR 721\",\"field\":\"description\",\"quote\":\"eutrophication\"}],\"text\":\"Eutrophication\"},{\"evidence\":[{\"course_id\":\"CIVENGR 721\",\"field\":\"description\",\"quote\":\"water treatment for human consumption\"}],\"text\":\"Water treatment for human consumption\"},{\"evidence\":[{\"course_id\":\"CIVENGR 721\",\"field\":\"description\",\"quote\":\"biological waste treatment for pollution control\"}],\"text\":\"Biological waste treatment\"},{\"evidence\":[{\"course_id\":\"CIVENGR 721\",\"field\":\"description\",\"quote\":\"bioenergy generation\"}],\"text\":\"Bioenergy generation\"}]}","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_444581708a6d656d264f8845","course_id":"CIVENGR 721","catalog_version_id":"bd4cc251f2f4e8c1e356338a8598b8648f677e40ab45b12e324fc1a73bd262c2","record_version_id":"71f5cab615f63238a2be60de13a582c9f7906e0defb68067e30cdfa26563305b","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"18e33b85f6639bcd2fc054f50cc316638a770d9ff7ef12d127c97ecfa476d87b","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_444581708a6d656d264f8845","course_id":"CIVENGR 721","catalog_version_id":"bd4cc251f2f4e8c1e356338a8598b8648f677e40ab45b12e324fc1a73bd262c2","record_version_id":"71f5cab615f63238a2be60de13a582c9f7906e0defb68067e30cdfa26563305b","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"ea9ee157b6c6b24ab56c65c063654bd1ac108accf7a652d1f0a7d6cf197844b9","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Graduate/professional standing\",\"course\":null,\"evidence\":\"Graduate/professional 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_444581708a6d656d264f8845","course_id":"CIVENGR 721","catalog_version_id":"bd4cc251f2f4e8c1e356338a8598b8648f677e40ab45b12e324fc1a73bd262c2","record_version_id":"71f5cab615f63238a2be60de13a582c9f7906e0defb68067e30cdfa26563305b","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"ea9ee157b6c6b24ab56c65c063654bd1ac108accf7a652d1f0a7d6cf197844b9","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"environmental engineering biology\",\"contaminant fate transport\",\"water treatment biological\",\"bioenergy generation principles\",\"eutrophication control\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"CIVENGR 721\",\"field\":\"description\",\"quote\":\"diagnosing and controlling pollution through environmental engineering applications\"}],\"text\":\"Diagnosing and controlling pollution\"},{\"evidence\":[{\"course_id\":\"CIVENGR 721\",\"field\":\"description\",\"quote\":\"fate and transport of contaminants in the environment\"}],\"text\":\"Understanding contaminant fate and transport\"},{\"evidence\":[{\"course_id\":\"CIVENGR 721\",\"field\":\"description\",\"quote\":\"water treatment for human consumption, biological waste treatment for pollution control and bioenergy generation\"}],\"text\":\"Applying biological principles to water and waste treatment\"}],\"summary\":{\"evidence\":[{\"course_id\":\"CIVENGR 721\",\"field\":\"title\",\"quote\":\"BIOLOGICAL PRINCIPLES OF ENVIRONMENTAL ENGINEERING\"},{\"course_id\":\"CIVENGR 721\",\"field\":\"description\",\"quote\":\"Biological principles important to diagnosing and controlling pollution through environmental engineering applications\"}],\"text\":\"CIVENGR 721 teaches biological principles for environmental engineering applications like pollution control and water treatment.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"CIVENGR 721\",\"field\":\"description\",\"quote\":\"fate and transport of contaminants in the environment\"}],\"text\":\"Fate and transport of contaminants\"},{\"evidence\":[{\"course_id\":\"CIVENGR 721\",\"field\":\"description\",\"quote\":\"eutrophication\"}],\"text\":\"Eutrophication\"},{\"evidence\":[{\"course_id\":\"CIVENGR 721\",\"field\":\"description\",\"quote\":\"water treatment for human consumption\"}],\"text\":\"Water treatment for human consumption\"},{\"evidence\":[{\"course_id\":\"CIVENGR 721\",\"field\":\"description\",\"quote\":\"biological waste treatment for pollution control\"}],\"text\":\"Biological waste treatment\"},{\"evidence\":[{\"course_id\":\"CIVENGR 721\",\"field\":\"description\",\"quote\":\"bioenergy generation\"}],\"text\":\"Bioenergy generation\"}]}","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_444581708a6d656d264f8845","course_id":"CIVENGR 721","catalog_version_id":"bd4cc251f2f4e8c1e356338a8598b8648f677e40ab45b12e324fc1a73bd262c2","record_version_id":"71f5cab615f63238a2be60de13a582c9f7906e0defb68067e30cdfa26563305b","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"ea9ee157b6c6b24ab56c65c063654bd1ac108accf7a652d1f0a7d6cf197844b9","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_444581708a6d656d264f8845","course_id":"CIVENGR 721","catalog_version_id":"fcd2739fc356c57cd7aa4db7123a7216ff46ff4cfb4c0d86a07fe30d56d2af03","record_version_id":"09bd20c7f89df62dc83db0b9d12a83c48bc68d2cf980f1e6c53bb2713aa34349","job_id":"enrich-6556a505c10f448d98d02466","output_id":"9b4a039dc5cfb6c1612d0d0f5078269a9759031c59209f7222f0689ad16c2aba","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Graduate/professional standing\",\"course\":null,\"evidence\":\"Graduate/professional standing\",\"id\":\"root-req\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"root-req\",\"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_444581708a6d656d264f8845","course_id":"CIVENGR 721","catalog_version_id":"fcd2739fc356c57cd7aa4db7123a7216ff46ff4cfb4c0d86a07fe30d56d2af03","record_version_id":"09bd20c7f89df62dc83db0b9d12a83c48bc68d2cf980f1e6c53bb2713aa34349","job_id":"enrich-6556a505c10f448d98d02466","output_id":"9b4a039dc5cfb6c1612d0d0f5078269a9759031c59209f7222f0689ad16c2aba","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[],\"assumed_background\":[{\"evidence\":[{\"course_id\":\"CIVENGR 721\",\"field\":\"requirements_text\",\"quote\":\"Graduate/professional standing\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"text\":\"Graduate or professional standing is required.\"}],\"search_phrases\":[\"biological principles environmental engineering\",\"contaminant fate and transport\",\"microbial waste treatment\",\"water treatment biology\",\"bioenergy generation\",\"eutrophication control\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"CIVENGR 721\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Describe how microorganisms gain energy from organic and inorganic contaminants\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"},{\"course_id\":\"CIVENGR 721\",\"field\":\"official_learning_outcomes\",\"outcome_index\":3,\"quote\":\"Describe different types of waterborne pathogens\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"},{\"course_id\":\"CIVENGR 721\",\"field\":\"official_learning_outcomes\",\"outcome_index\":4,\"quote\":\"Describe how microorganisms are used to produce biofuels\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"text\":\"Explain microbial energy metabolism, waterborne pathogen types, and biofuel production processes.\"},{\"evidence\":[{\"course_id\":\"CIVENGR 721\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Perform calculations to determine whether a specific chemical reaction would support microbial growth\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"},{\"course_id\":\"CIVENGR 721\",\"field\":\"official_learning_outcomes\",\"outcome_index\":2,\"quote\":\"Perform calculations to quantitatively estimate the rates at which microorganisms transform chemical contaminants\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"text\":\"Calculate conditions for microbial growth and quantitative rates of contaminant transformation.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"CIVENGR 721\",\"field\":\"title\",\"quote\":\"BIOLOGICAL PRINCIPLES OF ENVIRONMENTAL ENGINEERING\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"},{\"course_id\":\"CIVENGR 721\",\"field\":\"description\",\"quote\":\"Biological principles important to diagnosing and controlling pollution through environmental engineering applications such as fate and transport of contaminants in the environment, eutrophication, water treatment for human consumption, biological waste treatment for pollution control and bioenergy generation.\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"text\":\"Explores biological principles for pollution control, covering contaminant fate and transport, eutrophication, water and waste treatment, and bioenergy generation.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"CIVENGR 721\",\"field\":\"description\",\"quote\":\"fate and transport of contaminants in the environment\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"text\":\"Fate and transport of contaminants\"},{\"evidence\":[{\"course_id\":\"CIVENGR 721\",\"field\":\"description\",\"quote\":\"eutrophication\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"text\":\"Eutrophication\"},{\"evidence\":[{\"course_id\":\"CIVENGR 721\",\"field\":\"description\",\"quote\":\"water treatment for human consumption\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"text\":\"Water treatment for human consumption\"},{\"evidence\":[{\"course_id\":\"CIVENGR 721\",\"field\":\"description\",\"quote\":\"biological waste treatment for pollution control\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"text\":\"Biological waste treatment\"},{\"evidence\":[{\"course_id\":\"CIVENGR 721\",\"field\":\"description\",\"quote\":\"bioenergy generation\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"text\":\"Bioenergy generation\"}]}","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_444581708a6d656d264f8845","course_id":"CIVENGR 721","catalog_version_id":"fcd2739fc356c57cd7aa4db7123a7216ff46ff4cfb4c0d86a07fe30d56d2af03","record_version_id":"09bd20c7f89df62dc83db0b9d12a83c48bc68d2cf980f1e6c53bb2713aa34349","job_id":"enrich-6556a505c10f448d98d02466","output_id":"9b4a039dc5cfb6c1612d0d0f5078269a9759031c59209f7222f0689ad16c2aba","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_444581708a6d656d264f8845","course_id":"CIVENGR 721","catalog_version_id":"bd4cc251f2f4e8c1e356338a8598b8648f677e40ab45b12e324fc1a73bd262c2","record_version_id":"71f5cab615f63238a2be60de13a582c9f7906e0defb68067e30cdfa26563305b","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"6c6baceea2a2168c875f302360c4cc984c625056f7f8d96afc7d9b04ecaea475","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Graduate/professional standing\",\"course\":null,\"evidence\":\"Graduate/professional 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_444581708a6d656d264f8845","course_id":"CIVENGR 721","catalog_version_id":"bd4cc251f2f4e8c1e356338a8598b8648f677e40ab45b12e324fc1a73bd262c2","record_version_id":"71f5cab615f63238a2be60de13a582c9f7906e0defb68067e30cdfa26563305b","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"6c6baceea2a2168c875f302360c4cc984c625056f7f8d96afc7d9b04ecaea475","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"environmental engineering biology\",\"contaminant fate transport\",\"water treatment biological\",\"bioenergy generation principles\",\"eutrophication control\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"CIVENGR 721\",\"field\":\"description\",\"quote\":\"diagnosing and controlling pollution through environmental engineering applications\"}],\"text\":\"Diagnosing and controlling pollution\"},{\"evidence\":[{\"course_id\":\"CIVENGR 721\",\"field\":\"description\",\"quote\":\"fate and transport of contaminants in the environment\"}],\"text\":\"Understanding contaminant fate and transport\"},{\"evidence\":[{\"course_id\":\"CIVENGR 721\",\"field\":\"description\",\"quote\":\"water treatment for human consumption, biological waste treatment for pollution control and bioenergy generation\"}],\"text\":\"Applying biological principles to water and waste treatment\"}],\"summary\":{\"evidence\":[{\"course_id\":\"CIVENGR 721\",\"field\":\"title\",\"quote\":\"BIOLOGICAL PRINCIPLES OF ENVIRONMENTAL ENGINEERING\"},{\"course_id\":\"CIVENGR 721\",\"field\":\"description\",\"quote\":\"Biological principles important to diagnosing and controlling pollution through environmental engineering applications\"}],\"text\":\"CIVENGR 721 teaches biological principles for environmental engineering applications like pollution control and water treatment.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"CIVENGR 721\",\"field\":\"description\",\"quote\":\"fate and transport of contaminants in the environment\"}],\"text\":\"Fate and transport of contaminants\"},{\"evidence\":[{\"course_id\":\"CIVENGR 721\",\"field\":\"description\",\"quote\":\"eutrophication\"}],\"text\":\"Eutrophication\"},{\"evidence\":[{\"course_id\":\"CIVENGR 721\",\"field\":\"description\",\"quote\":\"water treatment for human consumption\"}],\"text\":\"Water treatment for human consumption\"},{\"evidence\":[{\"course_id\":\"CIVENGR 721\",\"field\":\"description\",\"quote\":\"biological waste treatment for pollution control\"}],\"text\":\"Biological waste treatment\"},{\"evidence\":[{\"course_id\":\"CIVENGR 721\",\"field\":\"description\",\"quote\":\"bioenergy generation\"}],\"text\":\"Bioenergy generation\"}]}","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_444581708a6d656d264f8845","course_id":"CIVENGR 721","catalog_version_id":"bd4cc251f2f4e8c1e356338a8598b8648f677e40ab45b12e324fc1a73bd262c2","record_version_id":"71f5cab615f63238a2be60de13a582c9f7906e0defb68067e30cdfa26563305b","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"6c6baceea2a2168c875f302360c4cc984c625056f7f8d96afc7d9b04ecaea475","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_444581708a6d656d264f8845","course_id":"CIVENGR 721","catalog_version_id":"bd4cc251f2f4e8c1e356338a8598b8648f677e40ab45b12e324fc1a73bd262c2","record_version_id":"71f5cab615f63238a2be60de13a582c9f7906e0defb68067e30cdfa26563305b","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"6c6baceea2a2168c875f302360c4cc984c625056f7f8d96afc7d9b04ecaea475","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"a7b6a7ee1320b05ef0de3f2881b0dd94a409d219d625f86176480c5759b54c33\",\"course_id\":\"CIVENGR 721\",\"current_instructors\":[],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":false,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"course_id\":\"CIVENGR 721\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"c3dc283c-f70f-30e9-9d00-b9288b7277a3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"CIVENGR 721\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"c3dc283c-f70f-30e9-9d00-b9288b7277a3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"CIVENGR 721\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"c3dc283c-f70f-30e9-9d00-b9288b7277a3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2023: 3.96 GPA, 100.0% A/AB (n=12 letter grades); Spring 2024: 4.00 GPA, 100.0% A/AB (n=6 letter grades); Spring 2026: 3.86 GPA, 100.0% A/AB (n=11 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}]