[{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_1875d4017121d47bfba54745","course_id":"RP&SE 820","catalog_version_id":"a5a795c6d76a35956dfd6bd309cb4053f282442d2b3912bd162eb34c71666943","record_version_id":"198dff6b9773d07ec2bf28a3dde304d44c7e0a3a6a0af5e36afe9abe5d395d3e","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"f6a4871c5fb6385aa2672a6c74e80079521559209e77cd8c3c54cd3e87024066","section":"requirements","status":"invalid","value_json":null,"candidate_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"Declared in Clinical Rehabilitation Counseling or Rehabilitation Counselor Education\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":820,\"minimum_grade\":null,\"subjects\":[\"RP&SE\"],\"timing\":\"prior\"},\"evidence\":\"Declared in Clinical Rehabilitation Counseling\",\"id\":\"n1\",\"kind\":\"condition\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":820,\"minimum_grade\":null,\"subjects\":[\"RP&SE\"],\"timing\":\"prior\"},\"evidence\":\"Declared in Rehabilitation Counselor Education\",\"id\":\"n2\",\"kind\":\"condition\"}],\"notes\":[\"Program names 'Clinical Rehabilitation Counseling' and 'Rehabilitation Counselor Education' are treated as verbatim conditions as they are not linked_courses.\"],\"root\":\"n0\",\"status\":\"needs_review\"}","error":"Node n2: evidence 'Declared in Rehabilitation Counselor Education' must quote an exact source substring.","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_1875d4017121d47bfba54745","course_id":"RP&SE 820","catalog_version_id":"a5a795c6d76a35956dfd6bd309cb4053f282442d2b3912bd162eb34c71666943","record_version_id":"198dff6b9773d07ec2bf28a3dde304d44c7e0a3a6a0af5e36afe9abe5d395d3e","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"f6a4871c5fb6385aa2672a6c74e80079521559209e77cd8c3c54cd3e87024066","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"RP&SE 820\",\"field\":\"requirements_text\",\"quote\":\"Declared in Clinical Rehabilitation Counseling or Rehabilitation Counselor Education\"}],\"text\":\"Declared status in Clinical Rehabilitation Counseling or Rehabilitation Counselor Education programs.\"}],\"search_phrases\":[\"clinical rehabilitation counseling theories\",\"counseling interventions practice\",\"rehabilitation counselor education requirements\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"RP&SE 820\",\"field\":\"description\",\"quote\":\"Theories of counseling and related interventions in clinical rehabilitation counseling practice.\"}],\"text\":\"Application of counseling theories and interventions in clinical rehabilitation practice.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"RP&SE 820\",\"field\":\"title\",\"quote\":\"CLINICAL REHABILITATION COUNSELING - COUNSELING THEORIES\"},{\"course_id\":\"RP&SE 820\",\"field\":\"description\",\"quote\":\"Theories of counseling and related interventions in clinical rehabilitation counseling practice.\"}],\"text\":\"RP&SE 820 covers counseling theories and interventions for clinical rehabilitation counseling practice.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"RP&SE 820\",\"field\":\"description\",\"quote\":\"Theories of counseling\"}],\"text\":\"Counseling theories\"},{\"evidence\":[{\"course_id\":\"RP&SE 820\",\"field\":\"description\",\"quote\":\"related interventions in clinical rehabilitation counseling practice\"}],\"text\":\"Clinical rehabilitation counseling interventions\"}]}","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_1875d4017121d47bfba54745","course_id":"RP&SE 820","catalog_version_id":"a5a795c6d76a35956dfd6bd309cb4053f282442d2b3912bd162eb34c71666943","record_version_id":"198dff6b9773d07ec2bf28a3dde304d44c7e0a3a6a0af5e36afe9abe5d395d3e","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"f6a4871c5fb6385aa2672a6c74e80079521559209e77cd8c3c54cd3e87024066","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_1875d4017121d47bfba54745","course_id":"RP&SE 820","catalog_version_id":"a5a795c6d76a35956dfd6bd309cb4053f282442d2b3912bd162eb34c71666943","record_version_id":"198dff6b9773d07ec2bf28a3dde304d44c7e0a3a6a0af5e36afe9abe5d395d3e","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"85ea36d4c31fbfafcb1450b05801101bdac30aee85d87ca1207e7728577bde87","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"Declared in Clinical Rehabilitation Counseling or Rehabilitation Counselor Education\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":\"Clinical Rehabilitation Counseling\",\"course\":null,\"evidence\":\"Declared in Clinical Rehabilitation Counseling or Rehabilitation Counselor Education\",\"id\":\"n1\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"Rehabilitation Counselor Education\",\"course\":null,\"evidence\":\"Declared in Clinical Rehabilitation Counseling or Rehabilitation Counselor Education\",\"id\":\"n2\",\"kind\":\"condition\"}],\"notes\":[\"Program names are treated as verbatim conditions as they are not linked_courses.\"],\"root\":\"n0\",\"status\":\"needs_review\"}","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_1875d4017121d47bfba54745","course_id":"RP&SE 820","catalog_version_id":"a5a795c6d76a35956dfd6bd309cb4053f282442d2b3912bd162eb34c71666943","record_version_id":"198dff6b9773d07ec2bf28a3dde304d44c7e0a3a6a0af5e36afe9abe5d395d3e","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"85ea36d4c31fbfafcb1450b05801101bdac30aee85d87ca1207e7728577bde87","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"RP&SE 820\",\"field\":\"requirements_text\",\"quote\":\"Declared in Clinical Rehabilitation Counseling or Rehabilitation Counselor Education\"}],\"text\":\"Declared status in Clinical Rehabilitation Counseling or Rehabilitation Counselor Education programs.\"}],\"search_phrases\":[\"clinical rehabilitation counseling theories\",\"counseling interventions practice\",\"rehabilitation counselor education requirements\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"RP&SE 820\",\"field\":\"description\",\"quote\":\"Theories of counseling and related interventions in clinical rehabilitation counseling practice.\"}],\"text\":\"Application of counseling theories and interventions in clinical rehabilitation practice.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"RP&SE 820\",\"field\":\"title\",\"quote\":\"CLINICAL REHABILITATION COUNSELING - COUNSELING THEORIES\"},{\"course_id\":\"RP&SE 820\",\"field\":\"description\",\"quote\":\"Theories of counseling and related interventions in clinical rehabilitation counseling practice.\"}],\"text\":\"RP&SE 820 covers counseling theories and interventions for clinical rehabilitation counseling practice.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"RP&SE 820\",\"field\":\"description\",\"quote\":\"Theories of counseling\"}],\"text\":\"Counseling theories\"},{\"evidence\":[{\"course_id\":\"RP&SE 820\",\"field\":\"description\",\"quote\":\"related interventions in clinical rehabilitation counseling practice\"}],\"text\":\"Clinical rehabilitation counseling interventions\"}]}","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_1875d4017121d47bfba54745","course_id":"RP&SE 820","catalog_version_id":"a5a795c6d76a35956dfd6bd309cb4053f282442d2b3912bd162eb34c71666943","record_version_id":"198dff6b9773d07ec2bf28a3dde304d44c7e0a3a6a0af5e36afe9abe5d395d3e","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"85ea36d4c31fbfafcb1450b05801101bdac30aee85d87ca1207e7728577bde87","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":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_1875d4017121d47bfba54745","course_id":"RP&SE 820","catalog_version_id":"a5a795c6d76a35956dfd6bd309cb4053f282442d2b3912bd162eb34c71666943","record_version_id":"198dff6b9773d07ec2bf28a3dde304d44c7e0a3a6a0af5e36afe9abe5d395d3e","job_id":"enrich-789789da373eecc1ff75f626","output_id":"bddaf3c112f2a8a6d2f098c73959cf1225c5e733ceeb9c7a224c9d911a6d50b9","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"Declared in Clinical Rehabilitation Counseling or Rehabilitation Counselor Education\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":\"Clinical Rehabilitation Counseling\",\"course\":null,\"evidence\":\"Declared in Clinical Rehabilitation Counseling or Rehabilitation Counselor Education\",\"id\":\"n1\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"Rehabilitation Counselor Education\",\"course\":null,\"evidence\":\"Declared in Clinical Rehabilitation Counseling or Rehabilitation Counselor Education\",\"id\":\"n2\",\"kind\":\"condition\"}],\"notes\":[\"Program names are treated as verbatim conditions as they are not linked_courses.\"],\"root\":\"n0\",\"status\":\"needs_review\"}","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_1875d4017121d47bfba54745","course_id":"RP&SE 820","catalog_version_id":"a5a795c6d76a35956dfd6bd309cb4053f282442d2b3912bd162eb34c71666943","record_version_id":"198dff6b9773d07ec2bf28a3dde304d44c7e0a3a6a0af5e36afe9abe5d395d3e","job_id":"enrich-789789da373eecc1ff75f626","output_id":"bddaf3c112f2a8a6d2f098c73959cf1225c5e733ceeb9c7a224c9d911a6d50b9","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"RP&SE 820\",\"field\":\"requirements_text\",\"quote\":\"Declared in Clinical Rehabilitation Counseling or Rehabilitation Counselor Education\"}],\"text\":\"Declared status in Clinical Rehabilitation Counseling or Rehabilitation Counselor Education programs.\"}],\"search_phrases\":[\"clinical rehabilitation counseling theories\",\"counseling interventions practice\",\"rehabilitation counselor education requirements\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"RP&SE 820\",\"field\":\"description\",\"quote\":\"Theories of counseling and related interventions in clinical rehabilitation counseling practice.\"}],\"text\":\"Application of counseling theories and interventions in clinical rehabilitation practice.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"RP&SE 820\",\"field\":\"title\",\"quote\":\"CLINICAL REHABILITATION COUNSELING - COUNSELING THEORIES\"},{\"course_id\":\"RP&SE 820\",\"field\":\"description\",\"quote\":\"Theories of counseling and related interventions in clinical rehabilitation counseling practice.\"}],\"text\":\"RP&SE 820 covers counseling theories and interventions for clinical rehabilitation counseling practice.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"RP&SE 820\",\"field\":\"description\",\"quote\":\"Theories of counseling\"}],\"text\":\"Counseling theories\"},{\"evidence\":[{\"course_id\":\"RP&SE 820\",\"field\":\"description\",\"quote\":\"related interventions in clinical rehabilitation counseling practice\"}],\"text\":\"Clinical rehabilitation counseling interventions\"}]}","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_1875d4017121d47bfba54745","course_id":"RP&SE 820","catalog_version_id":"a5a795c6d76a35956dfd6bd309cb4053f282442d2b3912bd162eb34c71666943","record_version_id":"198dff6b9773d07ec2bf28a3dde304d44c7e0a3a6a0af5e36afe9abe5d395d3e","job_id":"enrich-789789da373eecc1ff75f626","output_id":"bddaf3c112f2a8a6d2f098c73959cf1225c5e733ceeb9c7a224c9d911a6d50b9","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_1875d4017121d47bfba54745","course_id":"RP&SE 820","catalog_version_id":"a5a795c6d76a35956dfd6bd309cb4053f282442d2b3912bd162eb34c71666943","record_version_id":"198dff6b9773d07ec2bf28a3dde304d44c7e0a3a6a0af5e36afe9abe5d395d3e","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"b5143e05d4ea7451b55feb1a1b3d49fa0caf64cf109eeb0fcfe12d9b5c86254c","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"Declared in Clinical Rehabilitation Counseling or Rehabilitation Counselor Education\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":\"Clinical Rehabilitation Counseling\",\"course\":null,\"evidence\":\"Declared in Clinical Rehabilitation Counseling or Rehabilitation Counselor Education\",\"id\":\"n1\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"Rehabilitation Counselor Education\",\"course\":null,\"evidence\":\"Declared in Clinical Rehabilitation Counseling or Rehabilitation Counselor Education\",\"id\":\"n2\",\"kind\":\"condition\"}],\"notes\":[\"Program names are treated as verbatim conditions as they are not linked_courses.\"],\"root\":\"n0\",\"status\":\"needs_review\"}","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_1875d4017121d47bfba54745","course_id":"RP&SE 820","catalog_version_id":"a5a795c6d76a35956dfd6bd309cb4053f282442d2b3912bd162eb34c71666943","record_version_id":"198dff6b9773d07ec2bf28a3dde304d44c7e0a3a6a0af5e36afe9abe5d395d3e","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"b5143e05d4ea7451b55feb1a1b3d49fa0caf64cf109eeb0fcfe12d9b5c86254c","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"RP&SE 820\",\"field\":\"requirements_text\",\"quote\":\"Declared in Clinical Rehabilitation Counseling or Rehabilitation Counselor Education\"}],\"text\":\"Declared status in Clinical Rehabilitation Counseling or Rehabilitation Counselor Education programs.\"}],\"search_phrases\":[\"clinical rehabilitation counseling theories\",\"counseling interventions practice\",\"rehabilitation counselor education requirements\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"RP&SE 820\",\"field\":\"description\",\"quote\":\"Theories of counseling and related interventions in clinical rehabilitation counseling practice.\"}],\"text\":\"Application of counseling theories and interventions in clinical rehabilitation practice.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"RP&SE 820\",\"field\":\"title\",\"quote\":\"CLINICAL REHABILITATION COUNSELING - COUNSELING THEORIES\"},{\"course_id\":\"RP&SE 820\",\"field\":\"description\",\"quote\":\"Theories of counseling and related interventions in clinical rehabilitation counseling practice.\"}],\"text\":\"RP&SE 820 covers counseling theories and interventions for clinical rehabilitation counseling practice.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"RP&SE 820\",\"field\":\"description\",\"quote\":\"Theories of counseling\"}],\"text\":\"Counseling theories\"},{\"evidence\":[{\"course_id\":\"RP&SE 820\",\"field\":\"description\",\"quote\":\"related interventions in clinical rehabilitation counseling practice\"}],\"text\":\"Clinical rehabilitation counseling interventions\"}]}","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_1875d4017121d47bfba54745","course_id":"RP&SE 820","catalog_version_id":"a5a795c6d76a35956dfd6bd309cb4053f282442d2b3912bd162eb34c71666943","record_version_id":"198dff6b9773d07ec2bf28a3dde304d44c7e0a3a6a0af5e36afe9abe5d395d3e","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"b5143e05d4ea7451b55feb1a1b3d49fa0caf64cf109eeb0fcfe12d9b5c86254c","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_1875d4017121d47bfba54745","course_id":"RP&SE 820","catalog_version_id":"a5a795c6d76a35956dfd6bd309cb4053f282442d2b3912bd162eb34c71666943","record_version_id":"198dff6b9773d07ec2bf28a3dde304d44c7e0a3a6a0af5e36afe9abe5d395d3e","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"b5143e05d4ea7451b55feb1a1b3d49fa0caf64cf109eeb0fcfe12d9b5c86254c","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"c58f91fad093fd3fa95c6aa0ad3c8d0aae384ba5f68a3827c5081783b5b2a9b4\",\"course_id\":\"RP&SE 820\",\"current_instructors\":[{\"instructor_uid\":\"instructor_e5fd8ae34b5f337a26676593\",\"message\":\"No course-specific reviews available\",\"name\":\"Sang Qin\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":\"rmp:3027220\",\"summary\":[{\"citations\":[{\"course_id\":\"RP&SE 820\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"14c7e0e5-9b3d-3b4a-af6d-d517c780ac7e\",\"source_record\":{\"entity_id\":\"14c7e0e5-9b3d-3b4a-af6d-d517c780ac7e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"RP&SE 820\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"14c7e0e5-9b3d-3b4a-af6d-d517c780ac7e\",\"source_record\":{\"entity_id\":\"14c7e0e5-9b3d-3b4a-af6d-d517c780ac7e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"RP&SE 820\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"14c7e0e5-9b3d-3b4a-af6d-d517c780ac7e\",\"source_record\":{\"entity_id\":\"14c7e0e5-9b3d-3b4a-af6d-d517c780ac7e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2023: 3.98 GPA, 100.0% A/AB (n=22 letter grades); Fall 2024: 3.97 GPA, 100.0% A/AB (n=17 letter grades); Fall 2025: 4.00 GPA, 100.0% A/AB (n=20 letter grades). Includes jointly taught sections.\"}]}],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":true,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"course_id\":\"RP&SE 820\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"14c7e0e5-9b3d-3b4a-af6d-d517c780ac7e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"RP&SE 820\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"14c7e0e5-9b3d-3b4a-af6d-d517c780ac7e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"RP&SE 820\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"14c7e0e5-9b3d-3b4a-af6d-d517c780ac7e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2023: 3.98 GPA, 100.0% A/AB (n=22 letter grades); Fall 2024: 3.97 GPA, 100.0% A/AB (n=17 letter grades); Fall 2025: 4.00 GPA, 100.0% A/AB (n=20 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"RP&SE 820\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"14c7e0e5-9b3d-3b4a-af6d-d517c780ac7e\",\"source_record\":{\"entity_id\":\"14c7e0e5-9b3d-3b4a-af6d-d517c780ac7e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"RP&SE 820\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"14c7e0e5-9b3d-3b4a-af6d-d517c780ac7e\",\"source_record\":{\"entity_id\":\"14c7e0e5-9b3d-3b4a-af6d-d517c780ac7e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"RP&SE 820\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"14c7e0e5-9b3d-3b4a-af6d-d517c780ac7e\",\"source_record\":{\"entity_id\":\"14c7e0e5-9b3d-3b4a-af6d-d517c780ac7e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"SANG QIN is recorded teaching in Fall 2023, Fall 2024, Fall 2025. 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}]