[{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_55211e6d31ba1aa80dcec8af","course_id":"PUBAFFR 278","catalog_version_id":"4e3c4d544848ec546a6629b92b1b04702ff991461a976185a44297db33363c7c","record_version_id":"38a60f5db78d6774485bee2a68bbfee2ef8212dfe211fdf0a064ababd3fd36c2","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"1397eb0882e47bbdc8f1997c8221179d8367ad9307f7568f6026503536fd4bbe","section":"requirements","status":"valid","value_json":"{\"nodes\":[],\"notes\":[],\"root\":null,\"status\":\"none\"}","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_55211e6d31ba1aa80dcec8af","course_id":"PUBAFFR 278","catalog_version_id":"4e3c4d544848ec546a6629b92b1b04702ff991461a976185a44297db33363c7c","record_version_id":"38a60f5db78d6774485bee2a68bbfee2ef8212dfe211fdf0a064ababd3fd36c2","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"1397eb0882e47bbdc8f1997c8221179d8367ad9307f7568f6026503536fd4bbe","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"public leadership\",\"public management psychology\",\"stakeholder negotiation\",\"ethical behavior public sector\",\"organizational change management\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"PUBAFFR 278\",\"field\":\"description\",\"quote\":\"understanding how to set goals\"}],\"text\":\"Goal setting\"},{\"evidence\":[{\"course_id\":\"PUBAFFR 278\",\"field\":\"description\",\"quote\":\"the motivation of those around you\"}],\"text\":\"Understanding stakeholder motivation\"},{\"evidence\":[{\"course_id\":\"PUBAFFR 278\",\"field\":\"description\",\"quote\":\"engage and negotiate with stakeholders\"}],\"text\":\"Stakeholder engagement and negotiation\"},{\"evidence\":[{\"course_id\":\"PUBAFFR 278\",\"field\":\"description\",\"quote\":\"managing change\"}],\"text\":\"Change management\"},{\"evidence\":[{\"course_id\":\"PUBAFFR 278\",\"field\":\"description\",\"quote\":\"making decisions\"}],\"text\":\"Decision making\"},{\"evidence\":[{\"course_id\":\"PUBAFFR 278\",\"field\":\"description\",\"quote\":\"exhibiting ethical behavior\"}],\"text\":\"Ethical behavior in public settings\"}],\"summary\":{\"evidence\":[{\"course_id\":\"PUBAFFR 278\",\"field\":\"title\",\"quote\":\"PUBLIC LEADERSHIP\"},{\"course_id\":\"PUBAFFR 278\",\"field\":\"description\",\"quote\":\"Aims to demystify the role of leadership in a public setting\"}],\"text\":\"PUBLIC LEADERSHIP demystifies public sector leadership by applying research from public management, psychology, and organization studies to practical contexts.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"PUBAFFR 278\",\"field\":\"description\",\"quote\":\"research from public management, psychology and organization studies\"}],\"text\":\"Public management, psychology, and organization studies\"},{\"evidence\":[{\"course_id\":\"PUBAFFR 278\",\"field\":\"description\",\"quote\":\"nature of these sectors is different\"}],\"text\":\"Differences between public, private, and non-profit sectors\"},{\"evidence\":[{\"course_id\":\"PUBAFFR 278\",\"field\":\"description\",\"quote\":\"Mix research with practical examples\"}],\"text\":\"Practical examples of leadership in practice\"}]}","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_55211e6d31ba1aa80dcec8af","course_id":"PUBAFFR 278","catalog_version_id":"4e3c4d544848ec546a6629b92b1b04702ff991461a976185a44297db33363c7c","record_version_id":"38a60f5db78d6774485bee2a68bbfee2ef8212dfe211fdf0a064ababd3fd36c2","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"1397eb0882e47bbdc8f1997c8221179d8367ad9307f7568f6026503536fd4bbe","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_55211e6d31ba1aa80dcec8af","course_id":"PUBAFFR 278","catalog_version_id":"4e3c4d544848ec546a6629b92b1b04702ff991461a976185a44297db33363c7c","record_version_id":"38a60f5db78d6774485bee2a68bbfee2ef8212dfe211fdf0a064ababd3fd36c2","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"a0f1632fc138e47a14c92701bb9529f96655125dbdb6fa80cbad61538e8a984e","section":"requirements","status":"valid","value_json":"{\"nodes\":[],\"notes\":[],\"root\":null,\"status\":\"none\"}","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_55211e6d31ba1aa80dcec8af","course_id":"PUBAFFR 278","catalog_version_id":"4e3c4d544848ec546a6629b92b1b04702ff991461a976185a44297db33363c7c","record_version_id":"38a60f5db78d6774485bee2a68bbfee2ef8212dfe211fdf0a064ababd3fd36c2","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"a0f1632fc138e47a14c92701bb9529f96655125dbdb6fa80cbad61538e8a984e","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"public leadership\",\"public management psychology\",\"stakeholder negotiation\",\"ethical behavior public sector\",\"organizational change management\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"PUBAFFR 278\",\"field\":\"description\",\"quote\":\"understanding how to set goals\"}],\"text\":\"Goal setting\"},{\"evidence\":[{\"course_id\":\"PUBAFFR 278\",\"field\":\"description\",\"quote\":\"the motivation of those around you\"}],\"text\":\"Understanding stakeholder motivation\"},{\"evidence\":[{\"course_id\":\"PUBAFFR 278\",\"field\":\"description\",\"quote\":\"engage and negotiate with stakeholders\"}],\"text\":\"Stakeholder engagement and negotiation\"},{\"evidence\":[{\"course_id\":\"PUBAFFR 278\",\"field\":\"description\",\"quote\":\"managing change\"}],\"text\":\"Change management\"},{\"evidence\":[{\"course_id\":\"PUBAFFR 278\",\"field\":\"description\",\"quote\":\"making decisions\"}],\"text\":\"Decision making\"},{\"evidence\":[{\"course_id\":\"PUBAFFR 278\",\"field\":\"description\",\"quote\":\"exhibiting ethical behavior\"}],\"text\":\"Ethical behavior in public settings\"}],\"summary\":{\"evidence\":[{\"course_id\":\"PUBAFFR 278\",\"field\":\"title\",\"quote\":\"PUBLIC LEADERSHIP\"},{\"course_id\":\"PUBAFFR 278\",\"field\":\"description\",\"quote\":\"Aims to demystify the role of leadership in a public setting\"}],\"text\":\"PUBLIC LEADERSHIP demystifies public sector leadership by applying research from public management, psychology, and organization studies to practical contexts.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"PUBAFFR 278\",\"field\":\"description\",\"quote\":\"research from public management, psychology and organization studies\"}],\"text\":\"Public management, psychology, and organization studies\"},{\"evidence\":[{\"course_id\":\"PUBAFFR 278\",\"field\":\"description\",\"quote\":\"nature of these sectors is different\"}],\"text\":\"Differences between public, private, and non-profit sectors\"},{\"evidence\":[{\"course_id\":\"PUBAFFR 278\",\"field\":\"description\",\"quote\":\"Mix research with practical examples\"}],\"text\":\"Practical examples of leadership in practice\"}]}","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_55211e6d31ba1aa80dcec8af","course_id":"PUBAFFR 278","catalog_version_id":"4e3c4d544848ec546a6629b92b1b04702ff991461a976185a44297db33363c7c","record_version_id":"38a60f5db78d6774485bee2a68bbfee2ef8212dfe211fdf0a064ababd3fd36c2","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"a0f1632fc138e47a14c92701bb9529f96655125dbdb6fa80cbad61538e8a984e","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_55211e6d31ba1aa80dcec8af","course_id":"PUBAFFR 278","catalog_version_id":"4e3c4d544848ec546a6629b92b1b04702ff991461a976185a44297db33363c7c","record_version_id":"38a60f5db78d6774485bee2a68bbfee2ef8212dfe211fdf0a064ababd3fd36c2","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"7d16053b71d0fdc4a914200829665e629a55f3eec49c9f03adcd62e22cfc6fd7","section":"requirements","status":"valid","value_json":"{\"nodes\":[],\"notes\":[],\"root\":null,\"status\":\"none\"}","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_55211e6d31ba1aa80dcec8af","course_id":"PUBAFFR 278","catalog_version_id":"4e3c4d544848ec546a6629b92b1b04702ff991461a976185a44297db33363c7c","record_version_id":"38a60f5db78d6774485bee2a68bbfee2ef8212dfe211fdf0a064ababd3fd36c2","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"7d16053b71d0fdc4a914200829665e629a55f3eec49c9f03adcd62e22cfc6fd7","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"public leadership\",\"public management psychology\",\"stakeholder negotiation\",\"ethical behavior public sector\",\"organizational change management\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"PUBAFFR 278\",\"field\":\"description\",\"quote\":\"understanding how to set goals\"}],\"text\":\"Goal setting\"},{\"evidence\":[{\"course_id\":\"PUBAFFR 278\",\"field\":\"description\",\"quote\":\"the motivation of those around you\"}],\"text\":\"Understanding stakeholder motivation\"},{\"evidence\":[{\"course_id\":\"PUBAFFR 278\",\"field\":\"description\",\"quote\":\"engage and negotiate with stakeholders\"}],\"text\":\"Stakeholder engagement and negotiation\"},{\"evidence\":[{\"course_id\":\"PUBAFFR 278\",\"field\":\"description\",\"quote\":\"managing change\"}],\"text\":\"Change management\"},{\"evidence\":[{\"course_id\":\"PUBAFFR 278\",\"field\":\"description\",\"quote\":\"making decisions\"}],\"text\":\"Decision making\"},{\"evidence\":[{\"course_id\":\"PUBAFFR 278\",\"field\":\"description\",\"quote\":\"exhibiting ethical behavior\"}],\"text\":\"Ethical behavior in public settings\"}],\"summary\":{\"evidence\":[{\"course_id\":\"PUBAFFR 278\",\"field\":\"title\",\"quote\":\"PUBLIC LEADERSHIP\"},{\"course_id\":\"PUBAFFR 278\",\"field\":\"description\",\"quote\":\"Aims to demystify the role of leadership in a public setting\"}],\"text\":\"PUBLIC LEADERSHIP demystifies public sector leadership by applying research from public management, psychology, and organization studies to practical contexts.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"PUBAFFR 278\",\"field\":\"description\",\"quote\":\"research from public management, psychology and organization studies\"}],\"text\":\"Public management, psychology, and organization studies\"},{\"evidence\":[{\"course_id\":\"PUBAFFR 278\",\"field\":\"description\",\"quote\":\"nature of these sectors is different\"}],\"text\":\"Differences between public, private, and non-profit sectors\"},{\"evidence\":[{\"course_id\":\"PUBAFFR 278\",\"field\":\"description\",\"quote\":\"Mix research with practical examples\"}],\"text\":\"Practical examples of leadership in practice\"}]}","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_55211e6d31ba1aa80dcec8af","course_id":"PUBAFFR 278","catalog_version_id":"4e3c4d544848ec546a6629b92b1b04702ff991461a976185a44297db33363c7c","record_version_id":"38a60f5db78d6774485bee2a68bbfee2ef8212dfe211fdf0a064ababd3fd36c2","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"7d16053b71d0fdc4a914200829665e629a55f3eec49c9f03adcd62e22cfc6fd7","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_55211e6d31ba1aa80dcec8af","course_id":"PUBAFFR 278","catalog_version_id":"4e3c4d544848ec546a6629b92b1b04702ff991461a976185a44297db33363c7c","record_version_id":"38a60f5db78d6774485bee2a68bbfee2ef8212dfe211fdf0a064ababd3fd36c2","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"7d16053b71d0fdc4a914200829665e629a55f3eec49c9f03adcd62e22cfc6fd7","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"d15b0a1ba6d8f110cfa91e6ee8b1fe4f0acf568e822f356a470ad637a98a8cf1\",\"course_id\":\"PUBAFFR 278\",\"current_instructors\":[],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":false,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"course_id\":\"PUBAFFR 278\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"664dc64f-0c86-3c75-8c58-3572e7fb43b6\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"PUBAFFR 278\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"664dc64f-0c86-3c75-8c58-3572e7fb43b6\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"PUBAFFR 278\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"664dc64f-0c86-3c75-8c58-3572e7fb43b6\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2021: 3.33 GPA, 62.1% A/AB (n=29 letter grades); Fall 2022: 3.83 GPA, 90.0% A/AB (n=20 letter grades); Fall 2023: 3.76 GPA, 91.3% A/AB (n=23 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":true}]