[{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_3ccd054e056398641a02cb43","course_id":"POLISCI/PUBAFFR/URBRPL 878","catalog_version_id":"a287d1d14201a0ed915bc0f99d670404f24437d36c440ca1a3e718168e1a45e9","record_version_id":"e6381f91effdd27480fefe6f5a4f6a4e63e7cb9bfaba5a079bf2a93d07665910","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"52ea33bccb08262667b37df909a911a3cf0828ce18ae0f53eda2e6464729dddd","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Graduate/professional standing\",\"course\":null,\"evidence\":\"Graduate/professional standing\",\"id\":\"standing\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"standing\",\"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_3ccd054e056398641a02cb43","course_id":"POLISCI/PUBAFFR/URBRPL 878","catalog_version_id":"a287d1d14201a0ed915bc0f99d670404f24437d36c440ca1a3e718168e1a45e9","record_version_id":"e6381f91effdd27480fefe6f5a4f6a4e63e7cb9bfaba5a079bf2a93d07665910","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"52ea33bccb08262667b37df909a911a3cf0828ce18ae0f53eda2e6464729dddd","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[],\"assumed_background\":[{\"evidence\":[{\"course_id\":\"POLISCI/PUBAFFR/URBRPL 878\",\"field\":\"requirements_text\",\"quote\":\"Graduate/professional standing\",\"source_url\":\"https://guide.wisc.edu/courses/poli_sci/\"}],\"text\":\"Graduate or professional standing is required.\"}],\"search_phrases\":[\"public administration in American government\",\"bureaucracy and control problems\",\"public policy as administrative output\",\"organizational structure in public sector\",\"administrative process and policy formulation\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"POLISCI/PUBAFFR/URBRPL 878\",\"field\":\"description\",\"quote\":\"problems of organization, bureaucracy and control\",\"source_url\":\"https://guide.wisc.edu/courses/poli_sci/\"}],\"text\":\"Analyze problems of organization, bureaucracy, and control within the administrative process.\"},{\"evidence\":[{\"course_id\":\"POLISCI/PUBAFFR/URBRPL 878\",\"field\":\"description\",\"quote\":\"public policy as the output of the administrative process\",\"source_url\":\"https://guide.wisc.edu/courses/poli_sci/\"}],\"text\":\"Examine public policy as the output of the administrative process.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"POLISCI/PUBAFFR/URBRPL 878\",\"field\":\"title\",\"quote\":\"PUBLIC MANAGEMENT\",\"source_url\":\"https://guide.wisc.edu/courses/poli_sci/\"},{\"course_id\":\"POLISCI/PUBAFFR/URBRPL 878\",\"field\":\"description\",\"quote\":\"Role of administration in American government; problems of organization, bureaucracy and control; public policy as the output of the administrative process.\",\"source_url\":\"https://guide.wisc.edu/courses/poli_sci/\"}],\"text\":\"Public Management examines the role of administration in American government, focusing on organizational problems, bureaucracy, control mechanisms, and how public policy emerges from the administrative process.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"POLISCI/PUBAFFR/URBRPL 878\",\"field\":\"description\",\"quote\":\"Role of administration in American government\",\"source_url\":\"https://guide.wisc.edu/courses/poli_sci/\"}],\"text\":\"Role of administration in American government\"},{\"evidence\":[{\"course_id\":\"POLISCI/PUBAFFR/URBRPL 878\",\"field\":\"description\",\"quote\":\"problems of organization, bureaucracy and control\",\"source_url\":\"https://guide.wisc.edu/courses/poli_sci/\"}],\"text\":\"Problems of organization, bureaucracy, and control\"},{\"evidence\":[{\"course_id\":\"POLISCI/PUBAFFR/URBRPL 878\",\"field\":\"description\",\"quote\":\"public policy as the output of the administrative process\",\"source_url\":\"https://guide.wisc.edu/courses/poli_sci/\"}],\"text\":\"Public policy as the output of the administrative process\"}]}","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_3ccd054e056398641a02cb43","course_id":"POLISCI/PUBAFFR/URBRPL 878","catalog_version_id":"a287d1d14201a0ed915bc0f99d670404f24437d36c440ca1a3e718168e1a45e9","record_version_id":"e6381f91effdd27480fefe6f5a4f6a4e63e7cb9bfaba5a079bf2a93d07665910","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"52ea33bccb08262667b37df909a911a3cf0828ce18ae0f53eda2e6464729dddd","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_3ccd054e056398641a02cb43","course_id":"POLISCI/PUBAFFR/URBRPL 878","catalog_version_id":"a287d1d14201a0ed915bc0f99d670404f24437d36c440ca1a3e718168e1a45e9","record_version_id":"e6381f91effdd27480fefe6f5a4f6a4e63e7cb9bfaba5a079bf2a93d07665910","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"52ea33bccb08262667b37df909a911a3cf0828ce18ae0f53eda2e6464729dddd","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"ad5a1f91368f79cd1c4c3c441ce6691b08209d638744eee02731aa42c520bb0a\",\"course_id\":\"POLISCI/PUBAFFR/URBRPL 878\",\"current_instructors\":[{\"instructor_uid\":\"instructor_49d8be6ae1a775de2954cefc\",\"message\":\"No course-specific reviews available\",\"name\":\"Benoy Jacob\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[{\"citations\":[{\"course_id\":\"POLISCI/PUBAFFR/URBRPL 878\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"5e0e916c-37ac-356e-a2f0-cd71ad285a84\",\"source_record\":{\"entity_id\":\"5e0e916c-37ac-356e-a2f0-cd71ad285a84\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2026: 3.89 GPA, 100.0% A/AB (n=14 letter grades).\"}]}],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":true,\"profile_hash\":\"3f5110430805ccdd533c0c072df62d68a8a5f5441c4530bbdb15d419a199a09c\",\"quick_take\":[{\"citations\":[{\"course_id\":\"POLISCI/PUBAFFR/URBRPL 878\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"5e0e916c-37ac-356e-a2f0-cd71ad285a84\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"POLISCI/PUBAFFR/URBRPL 878\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"5e0e916c-37ac-356e-a2f0-cd71ad285a84\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"POLISCI/PUBAFFR/URBRPL 878\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"5e0e916c-37ac-356e-a2f0-cd71ad285a84\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2024: 3.84 GPA, 100.0% A/AB (n=32 letter grades); Spring 2025: 3.86 GPA, 100.0% A/AB (n=35 letter grades); Spring 2026: 3.94 GPA, 100.0% A/AB (n=32 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"9dea82ef7f2113a5605c1c6030c4f9b19967eb742cc93a78268fb92357d29f5c\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"POLISCI/PUBAFFR/URBRPL 878\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"5e0e916c-37ac-356e-a2f0-cd71ad285a84\",\"source_record\":{\"entity_id\":\"5e0e916c-37ac-356e-a2f0-cd71ad285a84\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"BENOY JACOB is recorded teaching in Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"}],\"term_id\":\"1274\",\"term_name\":\"2027 Sprng\",\"version\":3}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":true},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_3ccd054e056398641a02cb43","course_id":"POLISCI/PUBAFFR/URBRPL 878","catalog_version_id":"a287d1d14201a0ed915bc0f99d670404f24437d36c440ca1a3e718168e1a45e9","record_version_id":"9b850aa525be088cda09fc71ec3c49a497d3b82ecbf0317abfa868a151a01464","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"e52da9e0431fae97ebce9b62c54dd9b3a478ec495dff4d9ce4af3d838b8f93e6","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_3ccd054e056398641a02cb43","course_id":"POLISCI/PUBAFFR/URBRPL 878","catalog_version_id":"a287d1d14201a0ed915bc0f99d670404f24437d36c440ca1a3e718168e1a45e9","record_version_id":"9b850aa525be088cda09fc71ec3c49a497d3b82ecbf0317abfa868a151a01464","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"e52da9e0431fae97ebce9b62c54dd9b3a478ec495dff4d9ce4af3d838b8f93e6","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"public administration\",\"bureaucracy control\",\"public policy process\",\"government organization\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"POLISCI/PUBAFFR/URBRPL 878\",\"field\":\"description\",\"quote\":\"problems of organization, bureaucracy and control\"}],\"text\":\"Analyze organizational and bureaucratic control problems in government\"},{\"evidence\":[{\"course_id\":\"POLISCI/PUBAFFR/URBRPL 878\",\"field\":\"description\",\"quote\":\"public policy as the output of the administrative process\"}],\"text\":\"Understand public policy formation through administrative processes\"}],\"summary\":{\"evidence\":[{\"course_id\":\"POLISCI/PUBAFFR/URBRPL 878\",\"field\":\"title\",\"quote\":\"PUBLIC MANAGEMENT\"},{\"course_id\":\"POLISCI/PUBAFFR/URBRPL 878\",\"field\":\"description\",\"quote\":\"Role of administration in American government\"}],\"text\":\"PUBLIC MANAGEMENT examines the role of administration in American government, focusing on organizational problems, bureaucracy, and public policy outputs.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"POLISCI/PUBAFFR/URBRPL 878\",\"field\":\"description\",\"quote\":\"Role of administration in American government\"}],\"text\":\"Administration in American government\"},{\"evidence\":[{\"course_id\":\"POLISCI/PUBAFFR/URBRPL 878\",\"field\":\"description\",\"quote\":\"problems of organization, bureaucracy and control\"}],\"text\":\"Organization, bureaucracy, and control\"},{\"evidence\":[{\"course_id\":\"POLISCI/PUBAFFR/URBRPL 878\",\"field\":\"description\",\"quote\":\"public policy as the output of the administrative process\"}],\"text\":\"Public policy as administrative output\"}]}","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_3ccd054e056398641a02cb43","course_id":"POLISCI/PUBAFFR/URBRPL 878","catalog_version_id":"a287d1d14201a0ed915bc0f99d670404f24437d36c440ca1a3e718168e1a45e9","record_version_id":"9b850aa525be088cda09fc71ec3c49a497d3b82ecbf0317abfa868a151a01464","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"e52da9e0431fae97ebce9b62c54dd9b3a478ec495dff4d9ce4af3d838b8f93e6","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_3ccd054e056398641a02cb43","course_id":"POLISCI/PUBAFFR/URBRPL 878","catalog_version_id":"a287d1d14201a0ed915bc0f99d670404f24437d36c440ca1a3e718168e1a45e9","record_version_id":"9b850aa525be088cda09fc71ec3c49a497d3b82ecbf0317abfa868a151a01464","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"5e779ac1a4b907cce1787c5382ae5d6f0cd30eed0f31f7ff82e160dde543da89","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_3ccd054e056398641a02cb43","course_id":"POLISCI/PUBAFFR/URBRPL 878","catalog_version_id":"a287d1d14201a0ed915bc0f99d670404f24437d36c440ca1a3e718168e1a45e9","record_version_id":"9b850aa525be088cda09fc71ec3c49a497d3b82ecbf0317abfa868a151a01464","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"5e779ac1a4b907cce1787c5382ae5d6f0cd30eed0f31f7ff82e160dde543da89","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"public administration\",\"bureaucracy control\",\"public policy process\",\"government organization\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"POLISCI/PUBAFFR/URBRPL 878\",\"field\":\"description\",\"quote\":\"problems of organization, bureaucracy and control\"}],\"text\":\"Analyze organizational and bureaucratic control problems in government\"},{\"evidence\":[{\"course_id\":\"POLISCI/PUBAFFR/URBRPL 878\",\"field\":\"description\",\"quote\":\"public policy as the output of the administrative process\"}],\"text\":\"Understand public policy formation through administrative processes\"}],\"summary\":{\"evidence\":[{\"course_id\":\"POLISCI/PUBAFFR/URBRPL 878\",\"field\":\"title\",\"quote\":\"PUBLIC MANAGEMENT\"},{\"course_id\":\"POLISCI/PUBAFFR/URBRPL 878\",\"field\":\"description\",\"quote\":\"Role of administration in American government\"}],\"text\":\"PUBLIC MANAGEMENT examines the role of administration in American government, focusing on organizational problems, bureaucracy, and public policy outputs.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"POLISCI/PUBAFFR/URBRPL 878\",\"field\":\"description\",\"quote\":\"Role of administration in American government\"}],\"text\":\"Administration in American government\"},{\"evidence\":[{\"course_id\":\"POLISCI/PUBAFFR/URBRPL 878\",\"field\":\"description\",\"quote\":\"problems of organization, bureaucracy and control\"}],\"text\":\"Organization, bureaucracy, and control\"},{\"evidence\":[{\"course_id\":\"POLISCI/PUBAFFR/URBRPL 878\",\"field\":\"description\",\"quote\":\"public policy as the output of the administrative process\"}],\"text\":\"Public policy as administrative output\"}]}","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_3ccd054e056398641a02cb43","course_id":"POLISCI/PUBAFFR/URBRPL 878","catalog_version_id":"a287d1d14201a0ed915bc0f99d670404f24437d36c440ca1a3e718168e1a45e9","record_version_id":"9b850aa525be088cda09fc71ec3c49a497d3b82ecbf0317abfa868a151a01464","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"5e779ac1a4b907cce1787c5382ae5d6f0cd30eed0f31f7ff82e160dde543da89","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_3ccd054e056398641a02cb43","course_id":"POLISCI/PUBAFFR/URBRPL 878","catalog_version_id":"a287d1d14201a0ed915bc0f99d670404f24437d36c440ca1a3e718168e1a45e9","record_version_id":"e6381f91effdd27480fefe6f5a4f6a4e63e7cb9bfaba5a079bf2a93d07665910","job_id":"enrich-6556a505c10f448d98d02466","output_id":"dba074496b69d881fec7cafc2a1c395a5480a5f975e43f8f40412ea9fb20c892","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Graduate/professional standing\",\"course\":null,\"evidence\":\"Graduate/professional standing\",\"id\":\"standing\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"standing\",\"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_3ccd054e056398641a02cb43","course_id":"POLISCI/PUBAFFR/URBRPL 878","catalog_version_id":"a287d1d14201a0ed915bc0f99d670404f24437d36c440ca1a3e718168e1a45e9","record_version_id":"e6381f91effdd27480fefe6f5a4f6a4e63e7cb9bfaba5a079bf2a93d07665910","job_id":"enrich-6556a505c10f448d98d02466","output_id":"dba074496b69d881fec7cafc2a1c395a5480a5f975e43f8f40412ea9fb20c892","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[],\"assumed_background\":[{\"evidence\":[{\"course_id\":\"POLISCI/PUBAFFR/URBRPL 878\",\"field\":\"requirements_text\",\"quote\":\"Graduate/professional standing\",\"source_url\":\"https://guide.wisc.edu/courses/poli_sci/\"}],\"text\":\"Graduate or professional standing is required.\"}],\"search_phrases\":[\"public administration in American government\",\"bureaucracy and control problems\",\"public policy as administrative output\",\"organizational structure in public sector\",\"administrative process and policy formulation\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"POLISCI/PUBAFFR/URBRPL 878\",\"field\":\"description\",\"quote\":\"problems of organization, bureaucracy and control\",\"source_url\":\"https://guide.wisc.edu/courses/poli_sci/\"}],\"text\":\"Analyze problems of organization, bureaucracy, and control within the administrative process.\"},{\"evidence\":[{\"course_id\":\"POLISCI/PUBAFFR/URBRPL 878\",\"field\":\"description\",\"quote\":\"public policy as the output of the administrative process\",\"source_url\":\"https://guide.wisc.edu/courses/poli_sci/\"}],\"text\":\"Examine public policy as the output of the administrative process.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"POLISCI/PUBAFFR/URBRPL 878\",\"field\":\"title\",\"quote\":\"PUBLIC MANAGEMENT\",\"source_url\":\"https://guide.wisc.edu/courses/poli_sci/\"},{\"course_id\":\"POLISCI/PUBAFFR/URBRPL 878\",\"field\":\"description\",\"quote\":\"Role of administration in American government; problems of organization, bureaucracy and control; public policy as the output of the administrative process.\",\"source_url\":\"https://guide.wisc.edu/courses/poli_sci/\"}],\"text\":\"Public Management examines the role of administration in American government, focusing on organizational problems, bureaucracy, control mechanisms, and how public policy emerges from the administrative process.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"POLISCI/PUBAFFR/URBRPL 878\",\"field\":\"description\",\"quote\":\"Role of administration in American government\",\"source_url\":\"https://guide.wisc.edu/courses/poli_sci/\"}],\"text\":\"Role of administration in American government\"},{\"evidence\":[{\"course_id\":\"POLISCI/PUBAFFR/URBRPL 878\",\"field\":\"description\",\"quote\":\"problems of organization, bureaucracy and control\",\"source_url\":\"https://guide.wisc.edu/courses/poli_sci/\"}],\"text\":\"Problems of organization, bureaucracy, and control\"},{\"evidence\":[{\"course_id\":\"POLISCI/PUBAFFR/URBRPL 878\",\"field\":\"description\",\"quote\":\"public policy as the output of the administrative process\",\"source_url\":\"https://guide.wisc.edu/courses/poli_sci/\"}],\"text\":\"Public policy as the output of the administrative process\"}]}","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_3ccd054e056398641a02cb43","course_id":"POLISCI/PUBAFFR/URBRPL 878","catalog_version_id":"a287d1d14201a0ed915bc0f99d670404f24437d36c440ca1a3e718168e1a45e9","record_version_id":"e6381f91effdd27480fefe6f5a4f6a4e63e7cb9bfaba5a079bf2a93d07665910","job_id":"enrich-6556a505c10f448d98d02466","output_id":"dba074496b69d881fec7cafc2a1c395a5480a5f975e43f8f40412ea9fb20c892","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_3ccd054e056398641a02cb43","course_id":"POLISCI/PUBAFFR/URBRPL 878","catalog_version_id":"a287d1d14201a0ed915bc0f99d670404f24437d36c440ca1a3e718168e1a45e9","record_version_id":"9b850aa525be088cda09fc71ec3c49a497d3b82ecbf0317abfa868a151a01464","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"dfea9175266cc5a6d0e71a3b06b787c526c501646e76c506bd45d017cc1fe580","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_3ccd054e056398641a02cb43","course_id":"POLISCI/PUBAFFR/URBRPL 878","catalog_version_id":"a287d1d14201a0ed915bc0f99d670404f24437d36c440ca1a3e718168e1a45e9","record_version_id":"9b850aa525be088cda09fc71ec3c49a497d3b82ecbf0317abfa868a151a01464","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"dfea9175266cc5a6d0e71a3b06b787c526c501646e76c506bd45d017cc1fe580","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"public administration\",\"bureaucracy control\",\"public policy process\",\"government organization\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"POLISCI/PUBAFFR/URBRPL 878\",\"field\":\"description\",\"quote\":\"problems of organization, bureaucracy and control\"}],\"text\":\"Analyze organizational and bureaucratic control problems in government\"},{\"evidence\":[{\"course_id\":\"POLISCI/PUBAFFR/URBRPL 878\",\"field\":\"description\",\"quote\":\"public policy as the output of the administrative process\"}],\"text\":\"Understand public policy formation through administrative processes\"}],\"summary\":{\"evidence\":[{\"course_id\":\"POLISCI/PUBAFFR/URBRPL 878\",\"field\":\"title\",\"quote\":\"PUBLIC MANAGEMENT\"},{\"course_id\":\"POLISCI/PUBAFFR/URBRPL 878\",\"field\":\"description\",\"quote\":\"Role of administration in American government\"}],\"text\":\"PUBLIC MANAGEMENT examines the role of administration in American government, focusing on organizational problems, bureaucracy, and public policy outputs.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"POLISCI/PUBAFFR/URBRPL 878\",\"field\":\"description\",\"quote\":\"Role of administration in American government\"}],\"text\":\"Administration in American government\"},{\"evidence\":[{\"course_id\":\"POLISCI/PUBAFFR/URBRPL 878\",\"field\":\"description\",\"quote\":\"problems of organization, bureaucracy and control\"}],\"text\":\"Organization, bureaucracy, and control\"},{\"evidence\":[{\"course_id\":\"POLISCI/PUBAFFR/URBRPL 878\",\"field\":\"description\",\"quote\":\"public policy as the output of the administrative process\"}],\"text\":\"Public policy as administrative output\"}]}","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_3ccd054e056398641a02cb43","course_id":"POLISCI/PUBAFFR/URBRPL 878","catalog_version_id":"a287d1d14201a0ed915bc0f99d670404f24437d36c440ca1a3e718168e1a45e9","record_version_id":"9b850aa525be088cda09fc71ec3c49a497d3b82ecbf0317abfa868a151a01464","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"dfea9175266cc5a6d0e71a3b06b787c526c501646e76c506bd45d017cc1fe580","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_3ccd054e056398641a02cb43","course_id":"POLISCI/PUBAFFR/URBRPL 878","catalog_version_id":"a287d1d14201a0ed915bc0f99d670404f24437d36c440ca1a3e718168e1a45e9","record_version_id":"9b850aa525be088cda09fc71ec3c49a497d3b82ecbf0317abfa868a151a01464","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"dfea9175266cc5a6d0e71a3b06b787c526c501646e76c506bd45d017cc1fe580","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"7bbd85176409869ae4be92e4605b01ba1b27596d4976f03e9b8fc113f52b24bb\",\"course_id\":\"POLISCI/PUBAFFR/URBRPL 878\",\"current_instructors\":[],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":false,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"course_id\":\"POLISCI/PUBAFFR/URBRPL 878\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"5e0e916c-37ac-356e-a2f0-cd71ad285a84\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"POLISCI/PUBAFFR/URBRPL 878\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"5e0e916c-37ac-356e-a2f0-cd71ad285a84\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"POLISCI/PUBAFFR/URBRPL 878\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"5e0e916c-37ac-356e-a2f0-cd71ad285a84\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2024: 3.84 GPA, 100.0% A/AB (n=32 letter grades); Spring 2025: 3.86 GPA, 100.0% A/AB (n=35 letter grades); Spring 2026: 3.94 GPA, 100.0% A/AB (n=32 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}]