[{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_4cc94edb70b92bcb289afc1e","course_id":"POLISCI 917","catalog_version_id":"47182c149b2d7765acf9785ee23ea09ba28ed6744e882d156104b786b387da5e","record_version_id":"b6a046001171e81729d66a394b64c7ee0f7cea0dd8464c3c5b9671d4f5d3393b","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"a7c5bb4bd5b0777bcaf8dd3825cd7d04beb6bfe7eb236c9b0d1c3426703f107a","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"POLI SCI 812and813\",\"id\":\"n0\",\"kind\":\"all\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":812,\"minimum_grade\":null,\"subjects\":[\"POLISCI\"],\"timing\":\"prior\"},\"evidence\":\"POLI SCI 812\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":813,\"minimum_grade\":null,\"subjects\":[\"POLISCI\"],\"timing\":\"prior\"},\"evidence\":\"813\",\"id\":\"n2\",\"kind\":\"course\"}],\"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_4cc94edb70b92bcb289afc1e","course_id":"POLISCI 917","catalog_version_id":"47182c149b2d7765acf9785ee23ea09ba28ed6744e882d156104b786b387da5e","record_version_id":"b6a046001171e81729d66a394b64c7ee0f7cea0dd8464c3c5b9671d4f5d3393b","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"a7c5bb4bd5b0777bcaf8dd3825cd7d04beb6bfe7eb236c9b0d1c3426703f107a","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"POLISCI 812\",\"field\":\"description\",\"quote\":\"Emphasis on probability theory, inference, and the foundations of multivariate least squares and maximum likelihood.\"},{\"course_id\":\"POLISCI 813\",\"field\":\"description\",\"quote\":\"Extensive treatment of multiple regression and its variants.\"}],\"text\":\"Foundations in statistical inference, multivariate regression, and probability theory.\"}],\"search_phrases\":[\"time series political science\",\"ARMA models POLISCI\",\"co-integration methods\",\"POLISCI 917 prerequisites\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"POLISCI 917\",\"field\":\"description\",\"quote\":\"introduces students to time series methods and applications, including ARMA models, error corrections models and reduced form specifications.\"}],\"text\":\"Applying time series methods including ARMA and error correction models.\"},{\"evidence\":[{\"course_id\":\"POLISCI 917\",\"field\":\"description\",\"quote\":\"Course also discusses co-integration and fractional integration.\"}],\"text\":\"Analyzing co-integration and fractional integration.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"POLISCI 917\",\"field\":\"title\",\"quote\":\"TIME SERIES ANALYSIS\"},{\"course_id\":\"POLISCI 917\",\"field\":\"description\",\"quote\":\"introduces students to time series methods and applications\"}],\"text\":\"POLISCI 917 introduces time series analysis methods, covering ARMA models, error corrections, co-integration, and fractional integration.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"POLISCI 917\",\"field\":\"description\",\"quote\":\"ARMA models\"}],\"text\":\"ARMA models\"},{\"evidence\":[{\"course_id\":\"POLISCI 917\",\"field\":\"description\",\"quote\":\"error corrections models\"}],\"text\":\"Error corrections models\"},{\"evidence\":[{\"course_id\":\"POLISCI 917\",\"field\":\"description\",\"quote\":\"reduced form specifications\"}],\"text\":\"Reduced form specifications\"},{\"evidence\":[{\"course_id\":\"POLISCI 917\",\"field\":\"description\",\"quote\":\"co-integration\"}],\"text\":\"Co-integration\"},{\"evidence\":[{\"course_id\":\"POLISCI 917\",\"field\":\"description\",\"quote\":\"fractional integration\"}],\"text\":\"Fractional integration\"}]}","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_4cc94edb70b92bcb289afc1e","course_id":"POLISCI 917","catalog_version_id":"47182c149b2d7765acf9785ee23ea09ba28ed6744e882d156104b786b387da5e","record_version_id":"b6a046001171e81729d66a394b64c7ee0f7cea0dd8464c3c5b9671d4f5d3393b","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"a7c5bb4bd5b0777bcaf8dd3825cd7d04beb6bfe7eb236c9b0d1c3426703f107a","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_4cc94edb70b92bcb289afc1e","course_id":"POLISCI 917","catalog_version_id":"47182c149b2d7765acf9785ee23ea09ba28ed6744e882d156104b786b387da5e","record_version_id":"b6a046001171e81729d66a394b64c7ee0f7cea0dd8464c3c5b9671d4f5d3393b","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"21621fddb20293c962027ac630b83d32c44932c2d4b35a5db5ad730f829eaeb4","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"POLI SCI 812and813\",\"id\":\"n0\",\"kind\":\"all\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":812,\"minimum_grade\":null,\"subjects\":[\"POLISCI\"],\"timing\":\"prior\"},\"evidence\":\"POLI SCI 812\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":813,\"minimum_grade\":null,\"subjects\":[\"POLISCI\"],\"timing\":\"prior\"},\"evidence\":\"813\",\"id\":\"n2\",\"kind\":\"course\"}],\"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_4cc94edb70b92bcb289afc1e","course_id":"POLISCI 917","catalog_version_id":"47182c149b2d7765acf9785ee23ea09ba28ed6744e882d156104b786b387da5e","record_version_id":"b6a046001171e81729d66a394b64c7ee0f7cea0dd8464c3c5b9671d4f5d3393b","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"21621fddb20293c962027ac630b83d32c44932c2d4b35a5db5ad730f829eaeb4","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"POLISCI 812\",\"field\":\"description\",\"quote\":\"Emphasis on probability theory, inference, and the foundations of multivariate least squares and maximum likelihood.\"},{\"course_id\":\"POLISCI 813\",\"field\":\"description\",\"quote\":\"Extensive treatment of multiple regression and its variants.\"}],\"text\":\"Foundations in statistical inference, multivariate regression, and probability theory.\"}],\"search_phrases\":[\"time series political science\",\"ARMA models POLISCI\",\"co-integration methods\",\"POLISCI 917 prerequisites\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"POLISCI 917\",\"field\":\"description\",\"quote\":\"introduces students to time series methods and applications, including ARMA models, error corrections models and reduced form specifications.\"}],\"text\":\"Applying time series methods including ARMA and error correction models.\"},{\"evidence\":[{\"course_id\":\"POLISCI 917\",\"field\":\"description\",\"quote\":\"Course also discusses co-integration and fractional integration.\"}],\"text\":\"Analyzing co-integration and fractional integration.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"POLISCI 917\",\"field\":\"title\",\"quote\":\"TIME SERIES ANALYSIS\"},{\"course_id\":\"POLISCI 917\",\"field\":\"description\",\"quote\":\"introduces students to time series methods and applications\"}],\"text\":\"POLISCI 917 introduces time series analysis methods, covering ARMA models, error corrections, co-integration, and fractional integration.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"POLISCI 917\",\"field\":\"description\",\"quote\":\"ARMA models\"}],\"text\":\"ARMA models\"},{\"evidence\":[{\"course_id\":\"POLISCI 917\",\"field\":\"description\",\"quote\":\"error corrections models\"}],\"text\":\"Error corrections models\"},{\"evidence\":[{\"course_id\":\"POLISCI 917\",\"field\":\"description\",\"quote\":\"reduced form specifications\"}],\"text\":\"Reduced form specifications\"},{\"evidence\":[{\"course_id\":\"POLISCI 917\",\"field\":\"description\",\"quote\":\"co-integration\"}],\"text\":\"Co-integration\"},{\"evidence\":[{\"course_id\":\"POLISCI 917\",\"field\":\"description\",\"quote\":\"fractional integration\"}],\"text\":\"Fractional integration\"}]}","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_4cc94edb70b92bcb289afc1e","course_id":"POLISCI 917","catalog_version_id":"47182c149b2d7765acf9785ee23ea09ba28ed6744e882d156104b786b387da5e","record_version_id":"b6a046001171e81729d66a394b64c7ee0f7cea0dd8464c3c5b9671d4f5d3393b","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"21621fddb20293c962027ac630b83d32c44932c2d4b35a5db5ad730f829eaeb4","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_4cc94edb70b92bcb289afc1e","course_id":"POLISCI 917","catalog_version_id":"47182c149b2d7765acf9785ee23ea09ba28ed6744e882d156104b786b387da5e","record_version_id":"b6a046001171e81729d66a394b64c7ee0f7cea0dd8464c3c5b9671d4f5d3393b","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"b9b89b1a08b4ac64420e632344d1a0a20e005220b83ab9f672afdda1e28ef7ad","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"POLI SCI 812and813\",\"id\":\"n0\",\"kind\":\"all\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":812,\"minimum_grade\":null,\"subjects\":[\"POLISCI\"],\"timing\":\"prior\"},\"evidence\":\"POLI SCI 812\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":813,\"minimum_grade\":null,\"subjects\":[\"POLISCI\"],\"timing\":\"prior\"},\"evidence\":\"813\",\"id\":\"n2\",\"kind\":\"course\"}],\"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_4cc94edb70b92bcb289afc1e","course_id":"POLISCI 917","catalog_version_id":"47182c149b2d7765acf9785ee23ea09ba28ed6744e882d156104b786b387da5e","record_version_id":"b6a046001171e81729d66a394b64c7ee0f7cea0dd8464c3c5b9671d4f5d3393b","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"b9b89b1a08b4ac64420e632344d1a0a20e005220b83ab9f672afdda1e28ef7ad","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"POLISCI 812\",\"field\":\"description\",\"quote\":\"Emphasis on probability theory, inference, and the foundations of multivariate least squares and maximum likelihood.\"},{\"course_id\":\"POLISCI 813\",\"field\":\"description\",\"quote\":\"Extensive treatment of multiple regression and its variants.\"}],\"text\":\"Foundations in statistical inference, multivariate regression, and probability theory.\"}],\"search_phrases\":[\"time series political science\",\"ARMA models POLISCI\",\"co-integration methods\",\"POLISCI 917 prerequisites\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"POLISCI 917\",\"field\":\"description\",\"quote\":\"introduces students to time series methods and applications, including ARMA models, error corrections models and reduced form specifications.\"}],\"text\":\"Applying time series methods including ARMA and error correction models.\"},{\"evidence\":[{\"course_id\":\"POLISCI 917\",\"field\":\"description\",\"quote\":\"Course also discusses co-integration and fractional integration.\"}],\"text\":\"Analyzing co-integration and fractional integration.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"POLISCI 917\",\"field\":\"title\",\"quote\":\"TIME SERIES ANALYSIS\"},{\"course_id\":\"POLISCI 917\",\"field\":\"description\",\"quote\":\"introduces students to time series methods and applications\"}],\"text\":\"POLISCI 917 introduces time series analysis methods, covering ARMA models, error corrections, co-integration, and fractional integration.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"POLISCI 917\",\"field\":\"description\",\"quote\":\"ARMA models\"}],\"text\":\"ARMA models\"},{\"evidence\":[{\"course_id\":\"POLISCI 917\",\"field\":\"description\",\"quote\":\"error corrections models\"}],\"text\":\"Error corrections models\"},{\"evidence\":[{\"course_id\":\"POLISCI 917\",\"field\":\"description\",\"quote\":\"reduced form specifications\"}],\"text\":\"Reduced form specifications\"},{\"evidence\":[{\"course_id\":\"POLISCI 917\",\"field\":\"description\",\"quote\":\"co-integration\"}],\"text\":\"Co-integration\"},{\"evidence\":[{\"course_id\":\"POLISCI 917\",\"field\":\"description\",\"quote\":\"fractional integration\"}],\"text\":\"Fractional integration\"}]}","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_4cc94edb70b92bcb289afc1e","course_id":"POLISCI 917","catalog_version_id":"47182c149b2d7765acf9785ee23ea09ba28ed6744e882d156104b786b387da5e","record_version_id":"b6a046001171e81729d66a394b64c7ee0f7cea0dd8464c3c5b9671d4f5d3393b","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"b9b89b1a08b4ac64420e632344d1a0a20e005220b83ab9f672afdda1e28ef7ad","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_4cc94edb70b92bcb289afc1e","course_id":"POLISCI 917","catalog_version_id":"47182c149b2d7765acf9785ee23ea09ba28ed6744e882d156104b786b387da5e","record_version_id":"b6a046001171e81729d66a394b64c7ee0f7cea0dd8464c3c5b9671d4f5d3393b","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"b9b89b1a08b4ac64420e632344d1a0a20e005220b83ab9f672afdda1e28ef7ad","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"deaeed69704f9dc5b924e3f614c5bdea0c9d0517e3e8863617f65781b9bf6f91\",\"course_id\":\"POLISCI 917\",\"current_instructors\":[],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":false,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"course_id\":\"POLISCI 917\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"dde91e54-014a-3c89-9989-b618c9fec8ec\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"POLISCI 917\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"dde91e54-014a-3c89-9989-b618c9fec8ec\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"POLISCI 917\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"dde91e54-014a-3c89-9989-b618c9fec8ec\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2020: 3.90 GPA, 100.0% A/AB (n=5 letter grades); Spring 2023: 3.91 GPA, 100.0% A/AB (n=11 letter grades); Fall 2025: 4.00 GPA, 100.0% 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":true}]