[{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_f304df3a8eca6f775d7e7e60","course_id":"PUBAFFR 335","catalog_version_id":"53626b0ea56af19597a8708105e23db9d028403b16e596207c368a867e7395bf","record_version_id":"8a7cf753bcb40bf7995042f6e7d26b6a075ff249e5fd8c6c2de8fed8a2ba8bea","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"f3bbb46f76e1e8c76a173619a01901e846123cf8a2275a80dfed2dd339f6303f","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"POLI SCI 104and sophomore standing\",\"id\":\"n0\",\"kind\":\"all\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":104,\"minimum_grade\":null,\"subjects\":[\"POLISCI\"],\"timing\":\"prior\"},\"evidence\":\"POLI SCI 104\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"sophomore standing\",\"course\":null,\"evidence\":\"sophomore standing\",\"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_f304df3a8eca6f775d7e7e60","course_id":"PUBAFFR 335","catalog_version_id":"53626b0ea56af19597a8708105e23db9d028403b16e596207c368a867e7395bf","record_version_id":"8a7cf753bcb40bf7995042f6e7d26b6a075ff249e5fd8c6c2de8fed8a2ba8bea","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"f3bbb46f76e1e8c76a173619a01901e846123cf8a2275a80dfed2dd339f6303f","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"POLISCI 104\",\"field\":\"description\",\"quote\":\"Basic institutions and processes of American government. The role of constitutional structures, parties, interest groups and elections in the system; policy formation and policy content.\"}],\"text\":\"Basic institutions and processes of American government, including constitutional structures, parties, interest groups, elections, and policy formation.\"}],\"search_phrases\":[\"policy actors\",\"policy implementation\",\"public administration\",\"organizational behavior\",\"policy simulations\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"PUBAFFR 335\",\"field\":\"description\",\"quote\":\"Learn concepts and skills through hands-on activities such as case studies, simulations, policy writing, and debates.\"}],\"text\":\"Policy writing, debate, and simulation skills through case studies and hands-on activities.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"PUBAFFR 335\",\"field\":\"title\",\"quote\":\"POLICY ACTORS, INSTITUTIONS, AND THE POLICY PROCESS\"},{\"course_id\":\"PUBAFFR 335\",\"field\":\"description\",\"quote\":\"Provides an overview of the variety of political actors (bureaucrats, elected politicians, courts, interest groups, media outlets, the public) involved in the policy process, and what's distinct about policymaking today; a focus on policy implementation\"}],\"text\":\"Overview of political actors in the policy process with a focus on policy implementation, using public administration and organizational behavior concepts.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"PUBAFFR 335\",\"field\":\"description\",\"quote\":\"political actors (bureaucrats, elected politicians, courts, interest groups, media outlets, the public) involved in the policy process\"}],\"text\":\"Political actors including bureaucrats, politicians, courts, interest groups, media, and the public.\"},{\"evidence\":[{\"course_id\":\"PUBAFFR 335\",\"field\":\"description\",\"quote\":\"policy implementation, drawing on concepts, tools and theory from public administration, public management, and organizational behavior\"}],\"text\":\"Policy implementation, public administration, public management, and organizational behavior.\"}]}","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_f304df3a8eca6f775d7e7e60","course_id":"PUBAFFR 335","catalog_version_id":"53626b0ea56af19597a8708105e23db9d028403b16e596207c368a867e7395bf","record_version_id":"8a7cf753bcb40bf7995042f6e7d26b6a075ff249e5fd8c6c2de8fed8a2ba8bea","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"f3bbb46f76e1e8c76a173619a01901e846123cf8a2275a80dfed2dd339f6303f","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_f304df3a8eca6f775d7e7e60","course_id":"PUBAFFR 335","catalog_version_id":"53626b0ea56af19597a8708105e23db9d028403b16e596207c368a867e7395bf","record_version_id":"8a7cf753bcb40bf7995042f6e7d26b6a075ff249e5fd8c6c2de8fed8a2ba8bea","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"a08b0c53a0f48b9b3321e0855b81592bdfbe4cf99613ee42bb77c76d3a7cd776","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"POLI SCI 104and sophomore standing\",\"id\":\"n0\",\"kind\":\"all\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":104,\"minimum_grade\":null,\"subjects\":[\"POLISCI\"],\"timing\":\"prior\"},\"evidence\":\"POLI SCI 104\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"sophomore standing\",\"course\":null,\"evidence\":\"sophomore standing\",\"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":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_f304df3a8eca6f775d7e7e60","course_id":"PUBAFFR 335","catalog_version_id":"53626b0ea56af19597a8708105e23db9d028403b16e596207c368a867e7395bf","record_version_id":"8a7cf753bcb40bf7995042f6e7d26b6a075ff249e5fd8c6c2de8fed8a2ba8bea","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"a08b0c53a0f48b9b3321e0855b81592bdfbe4cf99613ee42bb77c76d3a7cd776","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"POLISCI 104\",\"field\":\"description\",\"quote\":\"Basic institutions and processes of American government. The role of constitutional structures, parties, interest groups and elections in the system; policy formation and policy content.\"}],\"text\":\"Basic institutions and processes of American government, including constitutional structures, parties, interest groups, elections, and policy formation.\"}],\"search_phrases\":[\"policy actors\",\"policy implementation\",\"public administration\",\"organizational behavior\",\"policy simulations\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"PUBAFFR 335\",\"field\":\"description\",\"quote\":\"Learn concepts and skills through hands-on activities such as case studies, simulations, policy writing, and debates.\"}],\"text\":\"Policy writing, debate, and simulation skills through case studies and hands-on activities.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"PUBAFFR 335\",\"field\":\"title\",\"quote\":\"POLICY ACTORS, INSTITUTIONS, AND THE POLICY PROCESS\"},{\"course_id\":\"PUBAFFR 335\",\"field\":\"description\",\"quote\":\"Provides an overview of the variety of political actors (bureaucrats, elected politicians, courts, interest groups, media outlets, the public) involved in the policy process, and what's distinct about policymaking today; a focus on policy implementation\"}],\"text\":\"Overview of political actors in the policy process with a focus on policy implementation, using public administration and organizational behavior concepts.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"PUBAFFR 335\",\"field\":\"description\",\"quote\":\"political actors (bureaucrats, elected politicians, courts, interest groups, media outlets, the public) involved in the policy process\"}],\"text\":\"Political actors including bureaucrats, politicians, courts, interest groups, media, and the public.\"},{\"evidence\":[{\"course_id\":\"PUBAFFR 335\",\"field\":\"description\",\"quote\":\"policy implementation, drawing on concepts, tools and theory from public administration, public management, and organizational behavior\"}],\"text\":\"Policy implementation, public administration, public management, and organizational behavior.\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_f304df3a8eca6f775d7e7e60","course_id":"PUBAFFR 335","catalog_version_id":"53626b0ea56af19597a8708105e23db9d028403b16e596207c368a867e7395bf","record_version_id":"8a7cf753bcb40bf7995042f6e7d26b6a075ff249e5fd8c6c2de8fed8a2ba8bea","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"a08b0c53a0f48b9b3321e0855b81592bdfbe4cf99613ee42bb77c76d3a7cd776","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":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_f304df3a8eca6f775d7e7e60","course_id":"PUBAFFR 335","catalog_version_id":"53626b0ea56af19597a8708105e23db9d028403b16e596207c368a867e7395bf","record_version_id":"8a7cf753bcb40bf7995042f6e7d26b6a075ff249e5fd8c6c2de8fed8a2ba8bea","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"a8eb439b133b3fcc84747c84f8df829918c9b02d03d3a5c9b0a6f3a1732f933f","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"POLI SCI 104and sophomore standing\",\"id\":\"n0\",\"kind\":\"all\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":104,\"minimum_grade\":null,\"subjects\":[\"POLISCI\"],\"timing\":\"prior\"},\"evidence\":\"POLI SCI 104\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"sophomore standing\",\"course\":null,\"evidence\":\"sophomore standing\",\"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":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_f304df3a8eca6f775d7e7e60","course_id":"PUBAFFR 335","catalog_version_id":"53626b0ea56af19597a8708105e23db9d028403b16e596207c368a867e7395bf","record_version_id":"8a7cf753bcb40bf7995042f6e7d26b6a075ff249e5fd8c6c2de8fed8a2ba8bea","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"a8eb439b133b3fcc84747c84f8df829918c9b02d03d3a5c9b0a6f3a1732f933f","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"POLISCI 104\",\"field\":\"description\",\"quote\":\"Basic institutions and processes of American government. The role of constitutional structures, parties, interest groups and elections in the system; policy formation and policy content.\"}],\"text\":\"Basic institutions and processes of American government, including constitutional structures, parties, interest groups, elections, and policy formation.\"}],\"search_phrases\":[\"policy actors\",\"policy implementation\",\"public administration\",\"organizational behavior\",\"policy simulations\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"PUBAFFR 335\",\"field\":\"description\",\"quote\":\"Learn concepts and skills through hands-on activities such as case studies, simulations, policy writing, and debates.\"}],\"text\":\"Policy writing, debate, and simulation skills through case studies and hands-on activities.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"PUBAFFR 335\",\"field\":\"title\",\"quote\":\"POLICY ACTORS, INSTITUTIONS, AND THE POLICY PROCESS\"},{\"course_id\":\"PUBAFFR 335\",\"field\":\"description\",\"quote\":\"Provides an overview of the variety of political actors (bureaucrats, elected politicians, courts, interest groups, media outlets, the public) involved in the policy process, and what's distinct about policymaking today; a focus on policy implementation\"}],\"text\":\"Overview of political actors in the policy process with a focus on policy implementation, using public administration and organizational behavior concepts.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"PUBAFFR 335\",\"field\":\"description\",\"quote\":\"political actors (bureaucrats, elected politicians, courts, interest groups, media outlets, the public) involved in the policy process\"}],\"text\":\"Political actors including bureaucrats, politicians, courts, interest groups, media, and the public.\"},{\"evidence\":[{\"course_id\":\"PUBAFFR 335\",\"field\":\"description\",\"quote\":\"policy implementation, drawing on concepts, tools and theory from public administration, public management, and organizational behavior\"}],\"text\":\"Policy implementation, public administration, public management, and organizational behavior.\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_f304df3a8eca6f775d7e7e60","course_id":"PUBAFFR 335","catalog_version_id":"53626b0ea56af19597a8708105e23db9d028403b16e596207c368a867e7395bf","record_version_id":"8a7cf753bcb40bf7995042f6e7d26b6a075ff249e5fd8c6c2de8fed8a2ba8bea","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"a8eb439b133b3fcc84747c84f8df829918c9b02d03d3a5c9b0a6f3a1732f933f","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":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_f304df3a8eca6f775d7e7e60","course_id":"PUBAFFR 335","catalog_version_id":"53626b0ea56af19597a8708105e23db9d028403b16e596207c368a867e7395bf","record_version_id":"8a7cf753bcb40bf7995042f6e7d26b6a075ff249e5fd8c6c2de8fed8a2ba8bea","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"a8eb439b133b3fcc84747c84f8df829918c9b02d03d3a5c9b0a6f3a1732f933f","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"0b61a00f51b14fdf048154e6946cd0737934ad538fe03d622dfea4cf569542df\",\"course_id\":\"PUBAFFR 335\",\"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\":\"PUBAFFR 335\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"23f5762f-1e27-3fd6-9319-58fdb71f7770\",\"source_record\":{\"entity_id\":\"23f5762f-1e27-3fd6-9319-58fdb71f7770\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"},{\"course_id\":\"PUBAFFR 335\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"23f5762f-1e27-3fd6-9319-58fdb71f7770\",\"source_record\":{\"entity_id\":\"23f5762f-1e27-3fd6-9319-58fdb71f7770\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2026: 3.96 GPA, 100.0% A/AB (n=24 letter grades).\"}]}],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":true,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"course_id\":\"PUBAFFR 335\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"23f5762f-1e27-3fd6-9319-58fdb71f7770\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2026: 3.96 GPA, 100.0% A/AB (n=24 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"PUBAFFR 335\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"23f5762f-1e27-3fd6-9319-58fdb71f7770\",\"source_record\":{\"entity_id\":\"23f5762f-1e27-3fd6-9319-58fdb71f7770\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"},{\"course_id\":\"PUBAFFR 335\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"23f5762f-1e27-3fd6-9319-58fdb71f7770\",\"source_record\":{\"entity_id\":\"23f5762f-1e27-3fd6-9319-58fdb71f7770\",\"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\":\"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":true}]