[{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_c8dbd0105886f889e1cfcc16","course_id":"ENVIRST 365","catalog_version_id":"26c291451115735b03236a977fad879f16272204d8ce873ebbb1cd0acf519459","record_version_id":"b522f375e0d5e2842b53e6afad7cc3295e5556c90815a7e33499526dbcfab76a","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"bd9b5b02d87659859fb1f3e879ba6105e993a52f44870b66cd1d188822993fcf","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Sophomore standing\",\"course\":null,\"evidence\":\"Sophomore standing\",\"id\":\"cond_sophomore\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"cond_sophomore\",\"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_c8dbd0105886f889e1cfcc16","course_id":"ENVIRST 365","catalog_version_id":"26c291451115735b03236a977fad879f16272204d8ce873ebbb1cd0acf519459","record_version_id":"b522f375e0d5e2842b53e6afad7cc3295e5556c90815a7e33499526dbcfab76a","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"bd9b5b02d87659859fb1f3e879ba6105e993a52f44870b66cd1d188822993fcf","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[],\"assumed_background\":[],\"search_phrases\":[\"systems thinking\",\"complexity and emergence\",\"adaptive systems networks\",\"social-ecological resilience\",\"systems science patterns of organization\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"ENVIRST 365\",\"field\":\"description\",\"quote\":\"Develops skills to analyze how the design and implementation of integrated systems can contribute to solutions for pressing societal challenges.\",\"source_url\":\"https://guide.wisc.edu/courses/envir_st/\"}],\"text\":\"Analyze how the design and implementation of integrated systems contribute to solutions for societal challenges.\"},{\"evidence\":[{\"course_id\":\"ENVIRST 365\",\"field\":\"official_learning_outcomes\",\"outcome_index\":2,\"quote\":\"Use a variety of systems thinking tools to model various natural, physical, and social systems.\",\"source_url\":\"https://guide.wisc.edu/courses/envir_st/\"}],\"text\":\"Use systems thinking tools to model natural, physical, and social systems.\"},{\"evidence\":[{\"course_id\":\"ENVIRST 365\",\"field\":\"official_learning_outcomes\",\"outcome_index\":5,\"quote\":\"Use a holistic approach and systems thinking tools to diagnose complex problems in natural and physical systems.\",\"source_url\":\"https://guide.wisc.edu/courses/envir_st/\"}],\"text\":\"Diagnose complex problems in natural and physical systems using a holistic approach.\"},{\"evidence\":[{\"course_id\":\"ENVIRST 365\",\"field\":\"official_learning_outcomes\",\"outcome_index\":8,\"quote\":\"Solve systemic problems using logic and reasoning by identifying and differentiating the strength and value of information, evidence, and approaches related to the management and sustainability of social, physical, and natural systems.\",\"source_url\":\"https://guide.wisc.edu/courses/envir_st/\"}],\"text\":\"Solve systemic problems using logic and reasoning by evaluating information, evidence, and approaches.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"ENVIRST 365\",\"field\":\"title\",\"quote\":\"SYSTEMS THINKING\",\"source_url\":\"https://guide.wisc.edu/courses/envir_st/\"},{\"course_id\":\"ENVIRST 365\",\"field\":\"description\",\"quote\":\"Focuses on the concepts and practices used to define systems while providing opportunities to build competencies with systems thinking to describe, assess, understand, and manage complexity from local to global scales.\",\"source_url\":\"https://guide.wisc.edu/courses/envir_st/\"}],\"text\":\"Systems Thinking explores concepts and practices to define systems, building competencies to describe, assess, understand, and manage complexity from local to global scales.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ENVIRST 365\",\"field\":\"description\",\"quote\":\"Considers a range of topics, including systems science, complexity, behavior of adaptive systems, networks, emergence, and patterns of organization.\",\"source_url\":\"https://guide.wisc.edu/courses/envir_st/\"}],\"text\":\"Systems science, complexity, behavior of adaptive systems, networks, emergence, and patterns of organization.\"},{\"evidence\":[{\"course_id\":\"ENVIRST 365\",\"field\":\"description\",\"quote\":\"Examines social, physical, and natural systems, the rise of complexity, and achieving resilience in social-ecological systems.\",\"source_url\":\"https://guide.wisc.edu/courses/envir_st/\"}],\"text\":\"Social, physical, and natural systems; the rise of complexity; and resilience in social-ecological systems.\"},{\"evidence\":[{\"course_id\":\"ENVIRST 365\",\"field\":\"description\",\"quote\":\"Explores and analyzes how decisions ramify to influence processes and outcomes at different levels of complexity.\",\"source_url\":\"https://guide.wisc.edu/courses/envir_st/\"}],\"text\":\"How decisions influence processes and outcomes at different levels of complexity.\"}]}","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_c8dbd0105886f889e1cfcc16","course_id":"ENVIRST 365","catalog_version_id":"26c291451115735b03236a977fad879f16272204d8ce873ebbb1cd0acf519459","record_version_id":"b522f375e0d5e2842b53e6afad7cc3295e5556c90815a7e33499526dbcfab76a","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"bd9b5b02d87659859fb1f3e879ba6105e993a52f44870b66cd1d188822993fcf","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_c8dbd0105886f889e1cfcc16","course_id":"ENVIRST 365","catalog_version_id":"26c291451115735b03236a977fad879f16272204d8ce873ebbb1cd0acf519459","record_version_id":"b522f375e0d5e2842b53e6afad7cc3295e5556c90815a7e33499526dbcfab76a","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"bd9b5b02d87659859fb1f3e879ba6105e993a52f44870b66cd1d188822993fcf","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"b7cc456288fa609ad2c9b4ef342b2a5eafdd0fdbc593492f88ff6cce57200fcf\",\"course_id\":\"ENVIRST 365\",\"current_instructors\":[{\"instructor_uid\":\"instructor_ef859098518875f88a3c1529\",\"message\":\"No course-specific reviews available\",\"name\":\"Jonathan Tellman Sullivan\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[]}],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":true,\"profile_hash\":\"3f5110430805ccdd533c0c072df62d68a8a5f5441c4530bbdb15d419a199a09c\",\"quick_take\":[{\"citations\":[{\"course_id\":\"ENVIRST 365\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"aded075e-8c59-3761-a8fe-28cd6fce2b0f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"ENVIRST 365\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"aded075e-8c59-3761-a8fe-28cd6fce2b0f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2025: 3.98 GPA, 100.0% A/AB (n=20 letter grades); Spring 2026: 3.71 GPA, 83.3% A/AB (n=12 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_c8dbd0105886f889e1cfcc16","course_id":"ENVIRST 365","catalog_version_id":"ff20266fdff57a0ec35df17b121f2536ec393e0946c2a053b043890ef348450a","record_version_id":"f69e5da31fd4557221e609d3e1deffd3c2a2430d49d5685c4ba0752ee6608761","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"17c2e37842e744b8c4f053c4992ad0e7bc37329a546e78123e6db3ffbaf2d012","section":"requirements","status":"invalid","value_json":null,"candidate_json":"{\"nodes\":[{\"children\":[],\"condition\":null,\"course\":null,\"evidence\":\"Sophomore standing\",\"id\":\"n0\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"n0\",\"status\":\"parsed\"}","error":"Non-course conditions must preserve verbatim source text","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_c8dbd0105886f889e1cfcc16","course_id":"ENVIRST 365","catalog_version_id":"ff20266fdff57a0ec35df17b121f2536ec393e0946c2a053b043890ef348450a","record_version_id":"f69e5da31fd4557221e609d3e1deffd3c2a2430d49d5685c4ba0752ee6608761","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"17c2e37842e744b8c4f053c4992ad0e7bc37329a546e78123e6db3ffbaf2d012","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"systems thinking complexity\",\"social-ecological systems resilience\",\"adaptive systems networks emergence\",\"systems science analysis\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"ENVIRST 365\",\"field\":\"description\",\"quote\":\"build competencies with systems thinking to describe, assess, understand, and manage complexity\"}],\"text\":\"Systems thinking competencies\"},{\"evidence\":[{\"course_id\":\"ENVIRST 365\",\"field\":\"description\",\"quote\":\"analyze how the design and implementation of integrated systems can contribute to solutions\"}],\"text\":\"Analysis of integrated system design\"},{\"evidence\":[{\"course_id\":\"ENVIRST 365\",\"field\":\"description\",\"quote\":\"analyzes how different ecological and social contexts influence system behavior\"}],\"text\":\"Contextual influence analysis\"},{\"evidence\":[{\"course_id\":\"ENVIRST 365\",\"field\":\"description\",\"quote\":\"analyzes how decisions ramify to influence processes and outcomes at different levels of complexity\"}],\"text\":\"Decision impact analysis\"}],\"summary\":{\"evidence\":[{\"course_id\":\"ENVIRST 365\",\"field\":\"title\",\"quote\":\"SYSTEMS THINKING\"},{\"course_id\":\"ENVIRST 365\",\"field\":\"description\",\"quote\":\"Focuses on the concepts and practices used to define systems while providing opportunities to build competencies with systems thinking\"}],\"text\":\"ENVIRST 365 SYSTEMS THINKING focuses on systems concepts and building competencies to manage complexity across local to global scales.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ENVIRST 365\",\"field\":\"description\",\"quote\":\"systems science, complexity, behavior of adaptive systems, networks, emergence, and patterns of organization\"}],\"text\":\"Systems science and complexity\"},{\"evidence\":[{\"course_id\":\"ENVIRST 365\",\"field\":\"description\",\"quote\":\"social, physical, and natural systems\"}],\"text\":\"Social, physical, and natural systems\"},{\"evidence\":[{\"course_id\":\"ENVIRST 365\",\"field\":\"description\",\"quote\":\"achieving resilience in social-ecological systems\"}],\"text\":\"Resilience in social-ecological systems\"}]}","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_c8dbd0105886f889e1cfcc16","course_id":"ENVIRST 365","catalog_version_id":"ff20266fdff57a0ec35df17b121f2536ec393e0946c2a053b043890ef348450a","record_version_id":"f69e5da31fd4557221e609d3e1deffd3c2a2430d49d5685c4ba0752ee6608761","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"17c2e37842e744b8c4f053c4992ad0e7bc37329a546e78123e6db3ffbaf2d012","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_c8dbd0105886f889e1cfcc16","course_id":"ENVIRST 365","catalog_version_id":"ff20266fdff57a0ec35df17b121f2536ec393e0946c2a053b043890ef348450a","record_version_id":"f69e5da31fd4557221e609d3e1deffd3c2a2430d49d5685c4ba0752ee6608761","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"e1a6c7d158f8403b4c789cfa9cc3fc6a0c92e8701919e3cfdd2b9f28144abd04","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Sophomore standing\",\"course\":null,\"evidence\":\"Sophomore 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_c8dbd0105886f889e1cfcc16","course_id":"ENVIRST 365","catalog_version_id":"ff20266fdff57a0ec35df17b121f2536ec393e0946c2a053b043890ef348450a","record_version_id":"f69e5da31fd4557221e609d3e1deffd3c2a2430d49d5685c4ba0752ee6608761","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"e1a6c7d158f8403b4c789cfa9cc3fc6a0c92e8701919e3cfdd2b9f28144abd04","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"systems thinking complexity\",\"social-ecological systems resilience\",\"adaptive systems networks emergence\",\"systems science analysis\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"ENVIRST 365\",\"field\":\"description\",\"quote\":\"build competencies with systems thinking to describe, assess, understand, and manage complexity\"}],\"text\":\"Systems thinking competencies\"},{\"evidence\":[{\"course_id\":\"ENVIRST 365\",\"field\":\"description\",\"quote\":\"analyze how the design and implementation of integrated systems can contribute to solutions\"}],\"text\":\"Analysis of integrated system design\"},{\"evidence\":[{\"course_id\":\"ENVIRST 365\",\"field\":\"description\",\"quote\":\"analyzes how different ecological and social contexts influence system behavior\"}],\"text\":\"Contextual influence analysis\"},{\"evidence\":[{\"course_id\":\"ENVIRST 365\",\"field\":\"description\",\"quote\":\"analyzes how decisions ramify to influence processes and outcomes at different levels of complexity\"}],\"text\":\"Decision impact analysis\"}],\"summary\":{\"evidence\":[{\"course_id\":\"ENVIRST 365\",\"field\":\"title\",\"quote\":\"SYSTEMS THINKING\"},{\"course_id\":\"ENVIRST 365\",\"field\":\"description\",\"quote\":\"Focuses on the concepts and practices used to define systems while providing opportunities to build competencies with systems thinking\"}],\"text\":\"ENVIRST 365 SYSTEMS THINKING focuses on systems concepts and building competencies to manage complexity across local to global scales.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ENVIRST 365\",\"field\":\"description\",\"quote\":\"systems science, complexity, behavior of adaptive systems, networks, emergence, and patterns of organization\"}],\"text\":\"Systems science and complexity\"},{\"evidence\":[{\"course_id\":\"ENVIRST 365\",\"field\":\"description\",\"quote\":\"social, physical, and natural systems\"}],\"text\":\"Social, physical, and natural systems\"},{\"evidence\":[{\"course_id\":\"ENVIRST 365\",\"field\":\"description\",\"quote\":\"achieving resilience in social-ecological systems\"}],\"text\":\"Resilience in social-ecological systems\"}]}","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_c8dbd0105886f889e1cfcc16","course_id":"ENVIRST 365","catalog_version_id":"ff20266fdff57a0ec35df17b121f2536ec393e0946c2a053b043890ef348450a","record_version_id":"f69e5da31fd4557221e609d3e1deffd3c2a2430d49d5685c4ba0752ee6608761","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"e1a6c7d158f8403b4c789cfa9cc3fc6a0c92e8701919e3cfdd2b9f28144abd04","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_c8dbd0105886f889e1cfcc16","course_id":"ENVIRST 365","catalog_version_id":"26c291451115735b03236a977fad879f16272204d8ce873ebbb1cd0acf519459","record_version_id":"b522f375e0d5e2842b53e6afad7cc3295e5556c90815a7e33499526dbcfab76a","job_id":"enrich-6556a505c10f448d98d02466","output_id":"60e15cc0748ffd972dce189dc865d5fa11dcdc5d7308f9c6052bd8ecbeb5ed4a","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Sophomore standing\",\"course\":null,\"evidence\":\"Sophomore standing\",\"id\":\"cond_sophomore\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"cond_sophomore\",\"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_c8dbd0105886f889e1cfcc16","course_id":"ENVIRST 365","catalog_version_id":"26c291451115735b03236a977fad879f16272204d8ce873ebbb1cd0acf519459","record_version_id":"b522f375e0d5e2842b53e6afad7cc3295e5556c90815a7e33499526dbcfab76a","job_id":"enrich-6556a505c10f448d98d02466","output_id":"60e15cc0748ffd972dce189dc865d5fa11dcdc5d7308f9c6052bd8ecbeb5ed4a","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[],\"assumed_background\":[],\"search_phrases\":[\"systems thinking\",\"complexity and emergence\",\"adaptive systems networks\",\"social-ecological resilience\",\"systems science patterns of organization\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"ENVIRST 365\",\"field\":\"description\",\"quote\":\"Develops skills to analyze how the design and implementation of integrated systems can contribute to solutions for pressing societal challenges.\",\"source_url\":\"https://guide.wisc.edu/courses/envir_st/\"}],\"text\":\"Analyze how the design and implementation of integrated systems contribute to solutions for societal challenges.\"},{\"evidence\":[{\"course_id\":\"ENVIRST 365\",\"field\":\"official_learning_outcomes\",\"outcome_index\":2,\"quote\":\"Use a variety of systems thinking tools to model various natural, physical, and social systems.\",\"source_url\":\"https://guide.wisc.edu/courses/envir_st/\"}],\"text\":\"Use systems thinking tools to model natural, physical, and social systems.\"},{\"evidence\":[{\"course_id\":\"ENVIRST 365\",\"field\":\"official_learning_outcomes\",\"outcome_index\":5,\"quote\":\"Use a holistic approach and systems thinking tools to diagnose complex problems in natural and physical systems.\",\"source_url\":\"https://guide.wisc.edu/courses/envir_st/\"}],\"text\":\"Diagnose complex problems in natural and physical systems using a holistic approach.\"},{\"evidence\":[{\"course_id\":\"ENVIRST 365\",\"field\":\"official_learning_outcomes\",\"outcome_index\":8,\"quote\":\"Solve systemic problems using logic and reasoning by identifying and differentiating the strength and value of information, evidence, and approaches related to the management and sustainability of social, physical, and natural systems.\",\"source_url\":\"https://guide.wisc.edu/courses/envir_st/\"}],\"text\":\"Solve systemic problems using logic and reasoning by evaluating information, evidence, and approaches.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"ENVIRST 365\",\"field\":\"title\",\"quote\":\"SYSTEMS THINKING\",\"source_url\":\"https://guide.wisc.edu/courses/envir_st/\"},{\"course_id\":\"ENVIRST 365\",\"field\":\"description\",\"quote\":\"Focuses on the concepts and practices used to define systems while providing opportunities to build competencies with systems thinking to describe, assess, understand, and manage complexity from local to global scales.\",\"source_url\":\"https://guide.wisc.edu/courses/envir_st/\"}],\"text\":\"Systems Thinking explores concepts and practices to define systems, building competencies to describe, assess, understand, and manage complexity from local to global scales.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ENVIRST 365\",\"field\":\"description\",\"quote\":\"Considers a range of topics, including systems science, complexity, behavior of adaptive systems, networks, emergence, and patterns of organization.\",\"source_url\":\"https://guide.wisc.edu/courses/envir_st/\"}],\"text\":\"Systems science, complexity, behavior of adaptive systems, networks, emergence, and patterns of organization.\"},{\"evidence\":[{\"course_id\":\"ENVIRST 365\",\"field\":\"description\",\"quote\":\"Examines social, physical, and natural systems, the rise of complexity, and achieving resilience in social-ecological systems.\",\"source_url\":\"https://guide.wisc.edu/courses/envir_st/\"}],\"text\":\"Social, physical, and natural systems; the rise of complexity; and resilience in social-ecological systems.\"},{\"evidence\":[{\"course_id\":\"ENVIRST 365\",\"field\":\"description\",\"quote\":\"Explores and analyzes how decisions ramify to influence processes and outcomes at different levels of complexity.\",\"source_url\":\"https://guide.wisc.edu/courses/envir_st/\"}],\"text\":\"How decisions influence processes and outcomes at different levels of complexity.\"}]}","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_c8dbd0105886f889e1cfcc16","course_id":"ENVIRST 365","catalog_version_id":"26c291451115735b03236a977fad879f16272204d8ce873ebbb1cd0acf519459","record_version_id":"b522f375e0d5e2842b53e6afad7cc3295e5556c90815a7e33499526dbcfab76a","job_id":"enrich-6556a505c10f448d98d02466","output_id":"60e15cc0748ffd972dce189dc865d5fa11dcdc5d7308f9c6052bd8ecbeb5ed4a","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_c8dbd0105886f889e1cfcc16","course_id":"ENVIRST 365","catalog_version_id":"ff20266fdff57a0ec35df17b121f2536ec393e0946c2a053b043890ef348450a","record_version_id":"f69e5da31fd4557221e609d3e1deffd3c2a2430d49d5685c4ba0752ee6608761","job_id":"enrich-789789da373eecc1ff75f626","output_id":"15c2ac42badd1703810aed1a49d0f5b9e072b22acd254a820be79d237ef8323c","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Sophomore standing\",\"course\":null,\"evidence\":\"Sophomore 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_c8dbd0105886f889e1cfcc16","course_id":"ENVIRST 365","catalog_version_id":"ff20266fdff57a0ec35df17b121f2536ec393e0946c2a053b043890ef348450a","record_version_id":"f69e5da31fd4557221e609d3e1deffd3c2a2430d49d5685c4ba0752ee6608761","job_id":"enrich-789789da373eecc1ff75f626","output_id":"15c2ac42badd1703810aed1a49d0f5b9e072b22acd254a820be79d237ef8323c","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"systems thinking complexity\",\"social-ecological systems resilience\",\"adaptive systems networks emergence\",\"systems science analysis\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"ENVIRST 365\",\"field\":\"description\",\"quote\":\"build competencies with systems thinking to describe, assess, understand, and manage complexity\"}],\"text\":\"Systems thinking competencies\"},{\"evidence\":[{\"course_id\":\"ENVIRST 365\",\"field\":\"description\",\"quote\":\"analyze how the design and implementation of integrated systems can contribute to solutions\"}],\"text\":\"Analysis of integrated system design\"},{\"evidence\":[{\"course_id\":\"ENVIRST 365\",\"field\":\"description\",\"quote\":\"analyzes how different ecological and social contexts influence system behavior\"}],\"text\":\"Contextual influence analysis\"},{\"evidence\":[{\"course_id\":\"ENVIRST 365\",\"field\":\"description\",\"quote\":\"analyzes how decisions ramify to influence processes and outcomes at different levels of complexity\"}],\"text\":\"Decision impact analysis\"}],\"summary\":{\"evidence\":[{\"course_id\":\"ENVIRST 365\",\"field\":\"title\",\"quote\":\"SYSTEMS THINKING\"},{\"course_id\":\"ENVIRST 365\",\"field\":\"description\",\"quote\":\"Focuses on the concepts and practices used to define systems while providing opportunities to build competencies with systems thinking\"}],\"text\":\"ENVIRST 365 SYSTEMS THINKING focuses on systems concepts and building competencies to manage complexity across local to global scales.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ENVIRST 365\",\"field\":\"description\",\"quote\":\"systems science, complexity, behavior of adaptive systems, networks, emergence, and patterns of organization\"}],\"text\":\"Systems science and complexity\"},{\"evidence\":[{\"course_id\":\"ENVIRST 365\",\"field\":\"description\",\"quote\":\"social, physical, and natural systems\"}],\"text\":\"Social, physical, and natural systems\"},{\"evidence\":[{\"course_id\":\"ENVIRST 365\",\"field\":\"description\",\"quote\":\"achieving resilience in social-ecological systems\"}],\"text\":\"Resilience in social-ecological systems\"}]}","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_c8dbd0105886f889e1cfcc16","course_id":"ENVIRST 365","catalog_version_id":"ff20266fdff57a0ec35df17b121f2536ec393e0946c2a053b043890ef348450a","record_version_id":"f69e5da31fd4557221e609d3e1deffd3c2a2430d49d5685c4ba0752ee6608761","job_id":"enrich-789789da373eecc1ff75f626","output_id":"15c2ac42badd1703810aed1a49d0f5b9e072b22acd254a820be79d237ef8323c","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_c8dbd0105886f889e1cfcc16","course_id":"ENVIRST 365","catalog_version_id":"ff20266fdff57a0ec35df17b121f2536ec393e0946c2a053b043890ef348450a","record_version_id":"f69e5da31fd4557221e609d3e1deffd3c2a2430d49d5685c4ba0752ee6608761","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"95c540754becce108656df9f5061313f65f54517e6b76c646f7cab266f6d49c8","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Sophomore standing\",\"course\":null,\"evidence\":\"Sophomore 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_c8dbd0105886f889e1cfcc16","course_id":"ENVIRST 365","catalog_version_id":"ff20266fdff57a0ec35df17b121f2536ec393e0946c2a053b043890ef348450a","record_version_id":"f69e5da31fd4557221e609d3e1deffd3c2a2430d49d5685c4ba0752ee6608761","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"95c540754becce108656df9f5061313f65f54517e6b76c646f7cab266f6d49c8","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"systems thinking complexity\",\"social-ecological systems resilience\",\"adaptive systems networks emergence\",\"systems science analysis\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"ENVIRST 365\",\"field\":\"description\",\"quote\":\"build competencies with systems thinking to describe, assess, understand, and manage complexity\"}],\"text\":\"Systems thinking competencies\"},{\"evidence\":[{\"course_id\":\"ENVIRST 365\",\"field\":\"description\",\"quote\":\"analyze how the design and implementation of integrated systems can contribute to solutions\"}],\"text\":\"Analysis of integrated system design\"},{\"evidence\":[{\"course_id\":\"ENVIRST 365\",\"field\":\"description\",\"quote\":\"analyzes how different ecological and social contexts influence system behavior\"}],\"text\":\"Contextual influence analysis\"},{\"evidence\":[{\"course_id\":\"ENVIRST 365\",\"field\":\"description\",\"quote\":\"analyzes how decisions ramify to influence processes and outcomes at different levels of complexity\"}],\"text\":\"Decision impact analysis\"}],\"summary\":{\"evidence\":[{\"course_id\":\"ENVIRST 365\",\"field\":\"title\",\"quote\":\"SYSTEMS THINKING\"},{\"course_id\":\"ENVIRST 365\",\"field\":\"description\",\"quote\":\"Focuses on the concepts and practices used to define systems while providing opportunities to build competencies with systems thinking\"}],\"text\":\"ENVIRST 365 SYSTEMS THINKING focuses on systems concepts and building competencies to manage complexity across local to global scales.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ENVIRST 365\",\"field\":\"description\",\"quote\":\"systems science, complexity, behavior of adaptive systems, networks, emergence, and patterns of organization\"}],\"text\":\"Systems science and complexity\"},{\"evidence\":[{\"course_id\":\"ENVIRST 365\",\"field\":\"description\",\"quote\":\"social, physical, and natural systems\"}],\"text\":\"Social, physical, and natural systems\"},{\"evidence\":[{\"course_id\":\"ENVIRST 365\",\"field\":\"description\",\"quote\":\"achieving resilience in social-ecological systems\"}],\"text\":\"Resilience in social-ecological systems\"}]}","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_c8dbd0105886f889e1cfcc16","course_id":"ENVIRST 365","catalog_version_id":"ff20266fdff57a0ec35df17b121f2536ec393e0946c2a053b043890ef348450a","record_version_id":"f69e5da31fd4557221e609d3e1deffd3c2a2430d49d5685c4ba0752ee6608761","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"95c540754becce108656df9f5061313f65f54517e6b76c646f7cab266f6d49c8","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_c8dbd0105886f889e1cfcc16","course_id":"ENVIRST 365","catalog_version_id":"ff20266fdff57a0ec35df17b121f2536ec393e0946c2a053b043890ef348450a","record_version_id":"f69e5da31fd4557221e609d3e1deffd3c2a2430d49d5685c4ba0752ee6608761","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"95c540754becce108656df9f5061313f65f54517e6b76c646f7cab266f6d49c8","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"e5ad2c1db70468921f0f98efc017fd383d0ec86089fa085e4be7975ef55579ca\",\"course_id\":\"ENVIRST 365\",\"current_instructors\":[],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":false,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"course_id\":\"ENVIRST 365\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"aded075e-8c59-3761-a8fe-28cd6fce2b0f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"ENVIRST 365\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"aded075e-8c59-3761-a8fe-28cd6fce2b0f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2025: 3.98 GPA, 100.0% A/AB (n=20 letter grades); Spring 2026: 3.71 GPA, 83.3% A/AB (n=12 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}]