[{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_272f43864c1d0a5108391e9d","course_id":"ENTOM/ZOOLOGY 540","catalog_version_id":"21be8145821d0c0f04ceaee4c18b8bdb963bc2445242dde46b2270c8d5bf2226","record_version_id":"b5c5b9505ca4ec6fdcfbdfe33c722501278a64ca3c0edb8d9d4bf3fdbf10e4ec","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"fbbf4fd1697cdd92bd8f29398bba16d52604dccd4124c38e15bb5725e55d2e1d","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[\"req-1\",\"req-2\"],\"condition\":null,\"course\":null,\"evidence\":\"STAT/F&W ECOL 571(or HORT 571 prior to Spring 2025)\",\"id\":\"root\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":571,\"minimum_grade\":null,\"subjects\":[\"F&WECOL\",\"STAT\"],\"timing\":\"prior\"},\"evidence\":\"STAT/F&W ECOL 571\",\"id\":\"req-1\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"HORT 571 prior to Spring 2025\",\"course\":null,\"evidence\":\"or HORT 571 prior to Spring 2025\",\"id\":\"req-2\",\"kind\":\"condition\"}],\"notes\":[\"HORT 571 is not in linked_courses; treated as a condition leaf due to historical restriction 'prior to Spring 2025'.\"],\"root\":\"root\",\"status\":\"needs_review\"}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":true},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_272f43864c1d0a5108391e9d","course_id":"ENTOM/ZOOLOGY 540","catalog_version_id":"21be8145821d0c0f04ceaee4c18b8bdb963bc2445242dde46b2270c8d5bf2226","record_version_id":"b5c5b9505ca4ec6fdcfbdfe33c722501278a64ca3c0edb8d9d4bf3fdbf10e4ec","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"fbbf4fd1697cdd92bd8f29398bba16d52604dccd4124c38e15bb5725e55d2e1d","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[{\"evidence\":[{\"course_id\":\"ENTOM/ZOOLOGY 540\",\"field\":\"description\",\"quote\":\"Introduction to theoretical ecology, including hands-on experience in computer modeling.\",\"source_url\":\"https://guide.wisc.edu/courses/entom/\"},{\"course_id\":\"ENTOM/ZOOLOGY 540\",\"field\":\"official_learning_outcomes\",\"outcome_index\":2,\"quote\":\"Use the statistical tools available in the R programming language to analyze the type of data that derives from their graduate research.\",\"source_url\":\"https://guide.wisc.edu/courses/entom/\"}],\"label\":\"programming\"},{\"evidence\":[{\"course_id\":\"ENTOM/ZOOLOGY 540\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Apply appropriate statistical methods to analyze complex ecological data.\",\"source_url\":\"https://guide.wisc.edu/courses/entom/\"}],\"label\":\"data-analysis\"}],\"assumed_background\":[],\"search_phrases\":[\"theoretical ecology\",\"computer modeling\",\"ecological statistics\",\"R programming for ecology\",\"analytical statistical models\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"ENTOM/ZOOLOGY 540\",\"field\":\"description\",\"quote\":\"hands-on experience in computer modeling\",\"source_url\":\"https://guide.wisc.edu/courses/entom/\"}],\"text\":\"Computer modeling\"},{\"evidence\":[{\"course_id\":\"ENTOM/ZOOLOGY 540\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Describe the purpose and the use of analytical statistical models.\",\"source_url\":\"https://guide.wisc.edu/courses/entom/\"}],\"text\":\"Analytical statistical models\"},{\"evidence\":[{\"course_id\":\"ENTOM/ZOOLOGY 540\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Apply appropriate statistical methods to analyze complex ecological data.\",\"source_url\":\"https://guide.wisc.edu/courses/entom/\"}],\"text\":\"Statistical analysis of ecological data\"},{\"evidence\":[{\"course_id\":\"ENTOM/ZOOLOGY 540\",\"field\":\"official_learning_outcomes\",\"outcome_index\":2,\"quote\":\"Use the statistical tools available in the R programming language to analyze the type of data that derives from their graduate research.\",\"source_url\":\"https://guide.wisc.edu/courses/entom/\"}],\"text\":\"R programming for statistical analysis\"}],\"summary\":{\"evidence\":[{\"course_id\":\"ENTOM/ZOOLOGY 540\",\"field\":\"title\",\"quote\":\"THEORETICAL ECOLOGY\",\"source_url\":\"https://guide.wisc.edu/courses/entom/\"},{\"course_id\":\"ENTOM/ZOOLOGY 540\",\"field\":\"description\",\"quote\":\"Introduction to theoretical ecology, including hands-on experience in computer modeling.\",\"source_url\":\"https://guide.wisc.edu/courses/entom/\"}],\"text\":\"Theoretical Ecology introduces theoretical ecology concepts and provides hands-on experience in computer modeling.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ENTOM/ZOOLOGY 540\",\"field\":\"title\",\"quote\":\"THEORETICAL ECOLOGY\",\"source_url\":\"https://guide.wisc.edu/courses/entom/\"},{\"course_id\":\"ENTOM/ZOOLOGY 540\",\"field\":\"description\",\"quote\":\"Introduction to theoretical ecology\",\"source_url\":\"https://guide.wisc.edu/courses/entom/\"}],\"text\":\"Theoretical ecology\"},{\"evidence\":[{\"course_id\":\"ENTOM/ZOOLOGY 540\",\"field\":\"description\",\"quote\":\"hands-on experience in computer modeling\",\"source_url\":\"https://guide.wisc.edu/courses/entom/\"}],\"text\":\"Computer modeling\"},{\"evidence\":[{\"course_id\":\"ENTOM/ZOOLOGY 540\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Describe the purpose and the use of analytical statistical models.\",\"source_url\":\"https://guide.wisc.edu/courses/entom/\"}],\"text\":\"Analytical statistical models\"},{\"evidence\":[{\"course_id\":\"ENTOM/ZOOLOGY 540\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Apply appropriate statistical methods to analyze complex ecological data.\",\"source_url\":\"https://guide.wisc.edu/courses/entom/\"}],\"text\":\"Ecological data analysis\"},{\"evidence\":[{\"course_id\":\"ENTOM/ZOOLOGY 540\",\"field\":\"official_learning_outcomes\",\"outcome_index\":2,\"quote\":\"Use the statistical tools available in the R programming language to analyze the type of data that derives from their graduate research.\",\"source_url\":\"https://guide.wisc.edu/courses/entom/\"}],\"text\":\"R programming\"}]}","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_272f43864c1d0a5108391e9d","course_id":"ENTOM/ZOOLOGY 540","catalog_version_id":"21be8145821d0c0f04ceaee4c18b8bdb963bc2445242dde46b2270c8d5bf2226","record_version_id":"b5c5b9505ca4ec6fdcfbdfe33c722501278a64ca3c0edb8d9d4bf3fdbf10e4ec","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"fbbf4fd1697cdd92bd8f29398bba16d52604dccd4124c38e15bb5725e55d2e1d","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_272f43864c1d0a5108391e9d","course_id":"ENTOM/ZOOLOGY 540","catalog_version_id":"21be8145821d0c0f04ceaee4c18b8bdb963bc2445242dde46b2270c8d5bf2226","record_version_id":"b5c5b9505ca4ec6fdcfbdfe33c722501278a64ca3c0edb8d9d4bf3fdbf10e4ec","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"fbbf4fd1697cdd92bd8f29398bba16d52604dccd4124c38e15bb5725e55d2e1d","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"cb45ab4d2f7d815e5c65502cd69426ddce1d813ae4f66bce3550180c3d183c9e\",\"course_id\":\"ENTOM/ZOOLOGY 540\",\"current_instructors\":[],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":false,\"profile_hash\":\"3f5110430805ccdd533c0c072df62d68a8a5f5441c4530bbdb15d419a199a09c\",\"quick_take\":[{\"citations\":[{\"course_id\":\"ENTOM/ZOOLOGY 540\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"69b25a59-ab5b-34f3-98d4-b0753340f880\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"ENTOM/ZOOLOGY 540\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"69b25a59-ab5b-34f3-98d4-b0753340f880\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"ENTOM/ZOOLOGY 540\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"69b25a59-ab5b-34f3-98d4-b0753340f880\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2021: 4.00 GPA, 100.0% A/AB (n=15 letter grades); Fall 2023: 4.00 GPA, 100.0% A/AB (n=17 letter grades); Fall 2025: 4.00 GPA, 100.0% A/AB (n=14 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_272f43864c1d0a5108391e9d","course_id":"ENTOM/ZOOLOGY 540","catalog_version_id":"0e3b72247ee5c0f0349f2bfcd11d69548b955704657555db1025b5476572da48","record_version_id":"7aedaa6811ab76748ad9d730f5c178b02ed418dc4874a9b7ea282905bd7e6eec","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"7e306516dfde4834ef86d43753d8ec7ff2edb770487787fee86d9fb3af9297f7","section":"requirements","status":"invalid","value_json":null,"candidate_json":"{\"nodes\":[{\"children\":[\"n0\"],\"condition\":null,\"course\":null,\"evidence\":\"STAT/F&W ECOL 571(or HORT 571 prior to Spring 2025)\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":571,\"minimum_grade\":null,\"subjects\":[\"F&WECOL\",\"STAT\"],\"timing\":\"prior\"},\"evidence\":\"STAT/F&W ECOL 571\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":571,\"minimum_grade\":null,\"subjects\":[\"HORT\"],\"timing\":\"prior\"},\"evidence\":\"HORT 571 prior to Spring 2025\",\"id\":\"n2\",\"kind\":\"course\"}],\"notes\":[\"HORT 571 is not in linked_courses; treated as verbatim condition requiring review.\"],\"root\":\"n0\",\"status\":\"needs_review\"}","error":"Node n0 references itself; remove the self-reference.\nCycle reaches node n0; requirement graphs must be trees.\nUnreachable nodes: n1, n2; connect all conditions and exclusions to the root.","model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_272f43864c1d0a5108391e9d","course_id":"ENTOM/ZOOLOGY 540","catalog_version_id":"0e3b72247ee5c0f0349f2bfcd11d69548b955704657555db1025b5476572da48","record_version_id":"7aedaa6811ab76748ad9d730f5c178b02ed418dc4874a9b7ea282905bd7e6eec","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"7e306516dfde4834ef86d43753d8ec7ff2edb770487787fee86d9fb3af9297f7","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"F&WECOL/STAT 571\",\"field\":\"description\",\"quote\":\"Descriptive statistics, distributions, one- and two-sample normal inference, power, one-way ANOVA, simple linear regression, categorical data, non-parametric methods; underlying assumptions and diagnostic work.\"}],\"text\":\"Statistical methods for biosciences including inference, ANOVA, and regression.\"}],\"search_phrases\":[\"theoretical ecology modeling\",\"ENTOM ZOOLOGY 540\",\"statistical methods bioscience\",\"ecological computer modeling\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"ENTOM/ZOOLOGY 540\",\"field\":\"description\",\"quote\":\"hands-on experience in computer modeling\"}],\"text\":\"Computer modeling in theoretical ecology.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"ENTOM/ZOOLOGY 540\",\"field\":\"title\",\"quote\":\"THEORETICAL ECOLOGY\"},{\"course_id\":\"ENTOM/ZOOLOGY 540\",\"field\":\"description\",\"quote\":\"Introduction to theoretical ecology, including hands-on experience in computer modeling.\"}],\"text\":\"Introduction to theoretical ecology with hands-on computer modeling experience.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ENTOM/ZOOLOGY 540\",\"field\":\"title\",\"quote\":\"THEORETICAL ECOLOGY\"}],\"text\":\"Theoretical ecology.\"}]}","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_272f43864c1d0a5108391e9d","course_id":"ENTOM/ZOOLOGY 540","catalog_version_id":"0e3b72247ee5c0f0349f2bfcd11d69548b955704657555db1025b5476572da48","record_version_id":"7aedaa6811ab76748ad9d730f5c178b02ed418dc4874a9b7ea282905bd7e6eec","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"7e306516dfde4834ef86d43753d8ec7ff2edb770487787fee86d9fb3af9297f7","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_272f43864c1d0a5108391e9d","course_id":"ENTOM/ZOOLOGY 540","catalog_version_id":"0e3b72247ee5c0f0349f2bfcd11d69548b955704657555db1025b5476572da48","record_version_id":"7aedaa6811ab76748ad9d730f5c178b02ed418dc4874a9b7ea282905bd7e6eec","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"94d537462caa442d3d144956f482443cc7e9ddc78d011b9e2bc8db2b998427b8","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"STAT/F&W ECOL 571(or HORT 571 prior to Spring 2025)\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":571,\"minimum_grade\":null,\"subjects\":[\"F&WECOL\",\"STAT\"],\"timing\":\"prior\"},\"evidence\":\"STAT/F&W ECOL 571\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"HORT 571\",\"course\":null,\"evidence\":\"HORT 571 prior to Spring 2025\",\"id\":\"n2\",\"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_272f43864c1d0a5108391e9d","course_id":"ENTOM/ZOOLOGY 540","catalog_version_id":"0e3b72247ee5c0f0349f2bfcd11d69548b955704657555db1025b5476572da48","record_version_id":"7aedaa6811ab76748ad9d730f5c178b02ed418dc4874a9b7ea282905bd7e6eec","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"94d537462caa442d3d144956f482443cc7e9ddc78d011b9e2bc8db2b998427b8","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"F&WECOL/STAT 571\",\"field\":\"description\",\"quote\":\"Descriptive statistics, distributions, one- and two-sample normal inference, power, one-way ANOVA, simple linear regression, categorical data, non-parametric methods; underlying assumptions and diagnostic work.\"}],\"text\":\"Statistical methods for biosciences including inference, ANOVA, and regression.\"}],\"search_phrases\":[\"theoretical ecology modeling\",\"ENTOM ZOOLOGY 540\",\"statistical methods bioscience\",\"ecological computer modeling\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"ENTOM/ZOOLOGY 540\",\"field\":\"description\",\"quote\":\"hands-on experience in computer modeling\"}],\"text\":\"Computer modeling in theoretical ecology.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"ENTOM/ZOOLOGY 540\",\"field\":\"title\",\"quote\":\"THEORETICAL ECOLOGY\"},{\"course_id\":\"ENTOM/ZOOLOGY 540\",\"field\":\"description\",\"quote\":\"Introduction to theoretical ecology, including hands-on experience in computer modeling.\"}],\"text\":\"Introduction to theoretical ecology with hands-on computer modeling experience.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ENTOM/ZOOLOGY 540\",\"field\":\"title\",\"quote\":\"THEORETICAL ECOLOGY\"}],\"text\":\"Theoretical ecology.\"}]}","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_272f43864c1d0a5108391e9d","course_id":"ENTOM/ZOOLOGY 540","catalog_version_id":"0e3b72247ee5c0f0349f2bfcd11d69548b955704657555db1025b5476572da48","record_version_id":"7aedaa6811ab76748ad9d730f5c178b02ed418dc4874a9b7ea282905bd7e6eec","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"94d537462caa442d3d144956f482443cc7e9ddc78d011b9e2bc8db2b998427b8","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_272f43864c1d0a5108391e9d","course_id":"ENTOM/ZOOLOGY 540","catalog_version_id":"21be8145821d0c0f04ceaee4c18b8bdb963bc2445242dde46b2270c8d5bf2226","record_version_id":"b5c5b9505ca4ec6fdcfbdfe33c722501278a64ca3c0edb8d9d4bf3fdbf10e4ec","job_id":"enrich-6556a505c10f448d98d02466","output_id":"a5cc37933035cbc0ba415aac464017cde0615ee9c00a4f149675259e68d0be93","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[\"req-1\",\"req-2\"],\"condition\":null,\"course\":null,\"evidence\":\"STAT/F&W ECOL 571(or HORT 571 prior to Spring 2025)\",\"id\":\"root\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":571,\"minimum_grade\":null,\"subjects\":[\"F&WECOL\",\"STAT\"],\"timing\":\"prior\"},\"evidence\":\"STAT/F&W ECOL 571\",\"id\":\"req-1\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"HORT 571 prior to Spring 2025\",\"course\":null,\"evidence\":\"or HORT 571 prior to Spring 2025\",\"id\":\"req-2\",\"kind\":\"condition\"}],\"notes\":[\"HORT 571 is not in linked_courses; treated as a condition leaf due to historical restriction 'prior to Spring 2025'.\"],\"root\":\"root\",\"status\":\"needs_review\"}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":false},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_272f43864c1d0a5108391e9d","course_id":"ENTOM/ZOOLOGY 540","catalog_version_id":"21be8145821d0c0f04ceaee4c18b8bdb963bc2445242dde46b2270c8d5bf2226","record_version_id":"b5c5b9505ca4ec6fdcfbdfe33c722501278a64ca3c0edb8d9d4bf3fdbf10e4ec","job_id":"enrich-6556a505c10f448d98d02466","output_id":"a5cc37933035cbc0ba415aac464017cde0615ee9c00a4f149675259e68d0be93","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[{\"evidence\":[{\"course_id\":\"ENTOM/ZOOLOGY 540\",\"field\":\"description\",\"quote\":\"Introduction to theoretical ecology, including hands-on experience in computer modeling.\",\"source_url\":\"https://guide.wisc.edu/courses/entom/\"},{\"course_id\":\"ENTOM/ZOOLOGY 540\",\"field\":\"official_learning_outcomes\",\"outcome_index\":2,\"quote\":\"Use the statistical tools available in the R programming language to analyze the type of data that derives from their graduate research.\",\"source_url\":\"https://guide.wisc.edu/courses/entom/\"}],\"label\":\"programming\"},{\"evidence\":[{\"course_id\":\"ENTOM/ZOOLOGY 540\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Apply appropriate statistical methods to analyze complex ecological data.\",\"source_url\":\"https://guide.wisc.edu/courses/entom/\"}],\"label\":\"data-analysis\"}],\"assumed_background\":[],\"search_phrases\":[\"theoretical ecology\",\"computer modeling\",\"ecological statistics\",\"R programming for ecology\",\"analytical statistical models\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"ENTOM/ZOOLOGY 540\",\"field\":\"description\",\"quote\":\"hands-on experience in computer modeling\",\"source_url\":\"https://guide.wisc.edu/courses/entom/\"}],\"text\":\"Computer modeling\"},{\"evidence\":[{\"course_id\":\"ENTOM/ZOOLOGY 540\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Describe the purpose and the use of analytical statistical models.\",\"source_url\":\"https://guide.wisc.edu/courses/entom/\"}],\"text\":\"Analytical statistical models\"},{\"evidence\":[{\"course_id\":\"ENTOM/ZOOLOGY 540\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Apply appropriate statistical methods to analyze complex ecological data.\",\"source_url\":\"https://guide.wisc.edu/courses/entom/\"}],\"text\":\"Statistical analysis of ecological data\"},{\"evidence\":[{\"course_id\":\"ENTOM/ZOOLOGY 540\",\"field\":\"official_learning_outcomes\",\"outcome_index\":2,\"quote\":\"Use the statistical tools available in the R programming language to analyze the type of data that derives from their graduate research.\",\"source_url\":\"https://guide.wisc.edu/courses/entom/\"}],\"text\":\"R programming for statistical analysis\"}],\"summary\":{\"evidence\":[{\"course_id\":\"ENTOM/ZOOLOGY 540\",\"field\":\"title\",\"quote\":\"THEORETICAL ECOLOGY\",\"source_url\":\"https://guide.wisc.edu/courses/entom/\"},{\"course_id\":\"ENTOM/ZOOLOGY 540\",\"field\":\"description\",\"quote\":\"Introduction to theoretical ecology, including hands-on experience in computer modeling.\",\"source_url\":\"https://guide.wisc.edu/courses/entom/\"}],\"text\":\"Theoretical Ecology introduces theoretical ecology concepts and provides hands-on experience in computer modeling.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ENTOM/ZOOLOGY 540\",\"field\":\"title\",\"quote\":\"THEORETICAL ECOLOGY\",\"source_url\":\"https://guide.wisc.edu/courses/entom/\"},{\"course_id\":\"ENTOM/ZOOLOGY 540\",\"field\":\"description\",\"quote\":\"Introduction to theoretical ecology\",\"source_url\":\"https://guide.wisc.edu/courses/entom/\"}],\"text\":\"Theoretical ecology\"},{\"evidence\":[{\"course_id\":\"ENTOM/ZOOLOGY 540\",\"field\":\"description\",\"quote\":\"hands-on experience in computer modeling\",\"source_url\":\"https://guide.wisc.edu/courses/entom/\"}],\"text\":\"Computer modeling\"},{\"evidence\":[{\"course_id\":\"ENTOM/ZOOLOGY 540\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Describe the purpose and the use of analytical statistical models.\",\"source_url\":\"https://guide.wisc.edu/courses/entom/\"}],\"text\":\"Analytical statistical models\"},{\"evidence\":[{\"course_id\":\"ENTOM/ZOOLOGY 540\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Apply appropriate statistical methods to analyze complex ecological data.\",\"source_url\":\"https://guide.wisc.edu/courses/entom/\"}],\"text\":\"Ecological data analysis\"},{\"evidence\":[{\"course_id\":\"ENTOM/ZOOLOGY 540\",\"field\":\"official_learning_outcomes\",\"outcome_index\":2,\"quote\":\"Use the statistical tools available in the R programming language to analyze the type of data that derives from their graduate research.\",\"source_url\":\"https://guide.wisc.edu/courses/entom/\"}],\"text\":\"R programming\"}]}","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_272f43864c1d0a5108391e9d","course_id":"ENTOM/ZOOLOGY 540","catalog_version_id":"21be8145821d0c0f04ceaee4c18b8bdb963bc2445242dde46b2270c8d5bf2226","record_version_id":"b5c5b9505ca4ec6fdcfbdfe33c722501278a64ca3c0edb8d9d4bf3fdbf10e4ec","job_id":"enrich-6556a505c10f448d98d02466","output_id":"a5cc37933035cbc0ba415aac464017cde0615ee9c00a4f149675259e68d0be93","section":"student_experience","status":"insufficient_evidence","value_json":"{\"status\":\"insufficient_evidence\",\"themes\":[]}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":false},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_272f43864c1d0a5108391e9d","course_id":"ENTOM/ZOOLOGY 540","catalog_version_id":"0e3b72247ee5c0f0349f2bfcd11d69548b955704657555db1025b5476572da48","record_version_id":"7aedaa6811ab76748ad9d730f5c178b02ed418dc4874a9b7ea282905bd7e6eec","job_id":"enrich-789789da373eecc1ff75f626","output_id":"969d6ee87768acfeafed6cc27c1a35b7c5c03b6f0a55bf8354a0dc6afb6b4702","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"STAT/F&W ECOL 571(or HORT 571 prior to Spring 2025)\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":571,\"minimum_grade\":null,\"subjects\":[\"F&WECOL\",\"STAT\"],\"timing\":\"prior\"},\"evidence\":\"STAT/F&W ECOL 571\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"HORT 571\",\"course\":null,\"evidence\":\"HORT 571 prior to Spring 2025\",\"id\":\"n2\",\"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_272f43864c1d0a5108391e9d","course_id":"ENTOM/ZOOLOGY 540","catalog_version_id":"0e3b72247ee5c0f0349f2bfcd11d69548b955704657555db1025b5476572da48","record_version_id":"7aedaa6811ab76748ad9d730f5c178b02ed418dc4874a9b7ea282905bd7e6eec","job_id":"enrich-789789da373eecc1ff75f626","output_id":"969d6ee87768acfeafed6cc27c1a35b7c5c03b6f0a55bf8354a0dc6afb6b4702","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"F&WECOL/STAT 571\",\"field\":\"description\",\"quote\":\"Descriptive statistics, distributions, one- and two-sample normal inference, power, one-way ANOVA, simple linear regression, categorical data, non-parametric methods; underlying assumptions and diagnostic work.\"}],\"text\":\"Statistical methods for biosciences including inference, ANOVA, and regression.\"}],\"search_phrases\":[\"theoretical ecology modeling\",\"ENTOM ZOOLOGY 540\",\"statistical methods bioscience\",\"ecological computer modeling\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"ENTOM/ZOOLOGY 540\",\"field\":\"description\",\"quote\":\"hands-on experience in computer modeling\"}],\"text\":\"Computer modeling in theoretical ecology.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"ENTOM/ZOOLOGY 540\",\"field\":\"title\",\"quote\":\"THEORETICAL ECOLOGY\"},{\"course_id\":\"ENTOM/ZOOLOGY 540\",\"field\":\"description\",\"quote\":\"Introduction to theoretical ecology, including hands-on experience in computer modeling.\"}],\"text\":\"Introduction to theoretical ecology with hands-on computer modeling experience.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ENTOM/ZOOLOGY 540\",\"field\":\"title\",\"quote\":\"THEORETICAL ECOLOGY\"}],\"text\":\"Theoretical ecology.\"}]}","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_272f43864c1d0a5108391e9d","course_id":"ENTOM/ZOOLOGY 540","catalog_version_id":"0e3b72247ee5c0f0349f2bfcd11d69548b955704657555db1025b5476572da48","record_version_id":"7aedaa6811ab76748ad9d730f5c178b02ed418dc4874a9b7ea282905bd7e6eec","job_id":"enrich-789789da373eecc1ff75f626","output_id":"969d6ee87768acfeafed6cc27c1a35b7c5c03b6f0a55bf8354a0dc6afb6b4702","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_272f43864c1d0a5108391e9d","course_id":"ENTOM/ZOOLOGY 540","catalog_version_id":"0e3b72247ee5c0f0349f2bfcd11d69548b955704657555db1025b5476572da48","record_version_id":"7aedaa6811ab76748ad9d730f5c178b02ed418dc4874a9b7ea282905bd7e6eec","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"d98d760d90af77ee1c60d2312ea1e7af78aa7d68e69d1bcf8da4a416a25dee31","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"STAT/F&W ECOL 571(or HORT 571 prior to Spring 2025)\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":571,\"minimum_grade\":null,\"subjects\":[\"F&WECOL\",\"STAT\"],\"timing\":\"prior\"},\"evidence\":\"STAT/F&W ECOL 571\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"HORT 571\",\"course\":null,\"evidence\":\"HORT 571 prior to Spring 2025\",\"id\":\"n2\",\"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_272f43864c1d0a5108391e9d","course_id":"ENTOM/ZOOLOGY 540","catalog_version_id":"0e3b72247ee5c0f0349f2bfcd11d69548b955704657555db1025b5476572da48","record_version_id":"7aedaa6811ab76748ad9d730f5c178b02ed418dc4874a9b7ea282905bd7e6eec","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"d98d760d90af77ee1c60d2312ea1e7af78aa7d68e69d1bcf8da4a416a25dee31","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"F&WECOL/STAT 571\",\"field\":\"description\",\"quote\":\"Descriptive statistics, distributions, one- and two-sample normal inference, power, one-way ANOVA, simple linear regression, categorical data, non-parametric methods; underlying assumptions and diagnostic work.\"}],\"text\":\"Statistical methods for biosciences including inference, ANOVA, and regression.\"}],\"search_phrases\":[\"theoretical ecology modeling\",\"ENTOM ZOOLOGY 540\",\"statistical methods bioscience\",\"ecological computer modeling\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"ENTOM/ZOOLOGY 540\",\"field\":\"description\",\"quote\":\"hands-on experience in computer modeling\"}],\"text\":\"Computer modeling in theoretical ecology.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"ENTOM/ZOOLOGY 540\",\"field\":\"title\",\"quote\":\"THEORETICAL ECOLOGY\"},{\"course_id\":\"ENTOM/ZOOLOGY 540\",\"field\":\"description\",\"quote\":\"Introduction to theoretical ecology, including hands-on experience in computer modeling.\"}],\"text\":\"Introduction to theoretical ecology with hands-on computer modeling experience.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ENTOM/ZOOLOGY 540\",\"field\":\"title\",\"quote\":\"THEORETICAL ECOLOGY\"}],\"text\":\"Theoretical ecology.\"}]}","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_272f43864c1d0a5108391e9d","course_id":"ENTOM/ZOOLOGY 540","catalog_version_id":"0e3b72247ee5c0f0349f2bfcd11d69548b955704657555db1025b5476572da48","record_version_id":"7aedaa6811ab76748ad9d730f5c178b02ed418dc4874a9b7ea282905bd7e6eec","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"d98d760d90af77ee1c60d2312ea1e7af78aa7d68e69d1bcf8da4a416a25dee31","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_272f43864c1d0a5108391e9d","course_id":"ENTOM/ZOOLOGY 540","catalog_version_id":"0e3b72247ee5c0f0349f2bfcd11d69548b955704657555db1025b5476572da48","record_version_id":"7aedaa6811ab76748ad9d730f5c178b02ed418dc4874a9b7ea282905bd7e6eec","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"d98d760d90af77ee1c60d2312ea1e7af78aa7d68e69d1bcf8da4a416a25dee31","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"d0c695c9d9e7009a95bb826024fa7e8c33ca4220c95a8d12e40503c48a14ab52\",\"course_id\":\"ENTOM/ZOOLOGY 540\",\"current_instructors\":[],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":false,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"course_id\":\"ENTOM/ZOOLOGY 540\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"69b25a59-ab5b-34f3-98d4-b0753340f880\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"ENTOM/ZOOLOGY 540\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"69b25a59-ab5b-34f3-98d4-b0753340f880\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"ENTOM/ZOOLOGY 540\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"69b25a59-ab5b-34f3-98d4-b0753340f880\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2021: 4.00 GPA, 100.0% A/AB (n=15 letter grades); Fall 2023: 4.00 GPA, 100.0% A/AB (n=17 letter grades); Fall 2025: 4.00 GPA, 100.0% A/AB (n=14 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}]