[{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_86257662ad75ab09e12cebbc","course_id":"ATMOCN 452","catalog_version_id":"1e78517cf9d6f0c85e2219e022ddcb0dcaa2ba174c02c97095e86dd66f3cce8a","record_version_id":"1b32deec6fac058785401842cdaee91dd8d2a3fb2557563265263982d5208fd0","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"90fc3ff44fcd726228032a8f8c3bb35065ba14752f0ab1688e431827852727eb","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[\"req-311\",\"req-340\"],\"condition\":null,\"course\":null,\"evidence\":\"ATM OCN 311and340\",\"id\":\"root-all\",\"kind\":\"all\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":311,\"minimum_grade\":null,\"subjects\":[\"ATMOCN\"],\"timing\":\"prior\"},\"evidence\":\"ATM OCN 311\",\"id\":\"req-311\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":340,\"minimum_grade\":null,\"subjects\":[\"ATMOCN\"],\"timing\":\"prior\"},\"evidence\":\"340\",\"id\":\"req-340\",\"kind\":\"course\"}],\"notes\":[\"Source text 'ATM OCN 311and340' lacks explicit conjunction or spacing between course numbers; interpreted as a conjunction (AND) requiring both courses based on standard catalog formatting for multiple prerequisites.\"],\"root\":\"root-all\",\"status\":\"needs_review\"}","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_86257662ad75ab09e12cebbc","course_id":"ATMOCN 452","catalog_version_id":"1e78517cf9d6f0c85e2219e022ddcb0dcaa2ba174c02c97095e86dd66f3cce8a","record_version_id":"1b32deec6fac058785401842cdaee91dd8d2a3fb2557563265263982d5208fd0","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"90fc3ff44fcd726228032a8f8c3bb35065ba14752f0ab1688e431827852727eb","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[{\"evidence\":[{\"course_id\":\"ATMOCN 452\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Synthesize routine observational data along with the fundamentals of mid-latitude atmospheric dynamics and thermodynamics to understand the structure, development, life cycle and precipitation distribution associated with midlatitude cyclones.\",\"source_url\":\"https://guide.wisc.edu/courses/atm_ocn/\"},{\"course_id\":\"ATMOCN 452\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Use both historical and real-time observations and numerical model output to diagnose synoptic-scale phenomena both for research and operational forecasting purposes.\",\"source_url\":\"https://guide.wisc.edu/courses/atm_ocn/\"}],\"label\":\"data-analysis\"},{\"evidence\":[{\"course_id\":\"ATMOCN 452\",\"field\":\"official_learning_outcomes\",\"outcome_index\":2,\"quote\":\"Communicate assessments and diagnoses of current and near-term future weather events to both scientific and broad audiences.\",\"source_url\":\"https://guide.wisc.edu/courses/atm_ocn/\"}],\"label\":\"presentations\"}],\"assumed_background\":[],\"search_phrases\":[\"frontal cyclone laboratory\",\"synoptic meteorology lab\",\"midlatitude cyclone case studies\",\"satellite interpretation\",\"isentropic analysis\",\"vertical cross sections\",\"operational forecasting diagnosis\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"ATMOCN 452\",\"field\":\"description\",\"quote\":\"diagnostic techniques: interpretation of satellite photographs, preparation of vertical cross sections and isentropic analysis.\",\"source_url\":\"https://guide.wisc.edu/courses/atm_ocn/\"}],\"text\":\"Interpretation of satellite photographs, preparation of vertical cross sections, and isentropic analysis.\"},{\"evidence\":[{\"course_id\":\"ATMOCN 452\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Use both historical and real-time observations and numerical model output to diagnose synoptic-scale phenomena both for research and operational forecasting purposes.\",\"source_url\":\"https://guide.wisc.edu/courses/atm_ocn/\"}],\"text\":\"Diagnosing synoptic-scale phenomena using historical/real-time observations and numerical model output for research and operations.\"},{\"evidence\":[{\"course_id\":\"ATMOCN 452\",\"field\":\"official_learning_outcomes\",\"outcome_index\":2,\"quote\":\"Communicate assessments and diagnoses of current and near-term future weather events to both scientific and broad audiences.\",\"source_url\":\"https://guide.wisc.edu/courses/atm_ocn/\"}],\"text\":\"Communicating weather event assessments and diagnoses to scientific and broad audiences.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"ATMOCN 452\",\"field\":\"title\",\"quote\":\"SYNOPTIC LABORATORY I: THE FRONTAL CYCLONE\",\"source_url\":\"https://guide.wisc.edu/courses/atm_ocn/\"},{\"course_id\":\"ATMOCN 452\",\"field\":\"description\",\"quote\":\"Cyclone and frontal theory; case studies illustrating the structure and evolution of the frontal cyclone; diagnostic techniques: interpretation of satellite photographs, preparation of vertical cross sections and isentropic analysis.\",\"source_url\":\"https://guide.wisc.edu/courses/atm_ocn/\"}],\"text\":\"A laboratory course on frontal cyclone theory and evolution, using case studies to teach satellite interpretation, vertical cross sections, and isentropic analysis.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ATMOCN 452\",\"field\":\"description\",\"quote\":\"Cyclone and frontal theory; case studies illustrating the structure and evolution of the frontal cyclone\",\"source_url\":\"https://guide.wisc.edu/courses/atm_ocn/\"}],\"text\":\"Cyclone and frontal theory, including the structure and evolution of frontal cyclones via case studies.\"},{\"evidence\":[{\"course_id\":\"ATMOCN 452\",\"field\":\"description\",\"quote\":\"diagnostic techniques: interpretation of satellite photographs, preparation of vertical cross sections and isentropic analysis.\",\"source_url\":\"https://guide.wisc.edu/courses/atm_ocn/\"}],\"text\":\"Diagnostic techniques such as satellite photograph interpretation, vertical cross-section preparation, and isentropic analysis.\"},{\"evidence\":[{\"course_id\":\"ATMOCN 452\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"fundamentals of mid-latitude atmospheric dynamics and thermodynamics to understand the structure, development, life cycle and precipitation distribution associated with midlatitude cyclones.\",\"source_url\":\"https://guide.wisc.edu/courses/atm_ocn/\"}],\"text\":\"Mid-latitude atmospheric dynamics and thermodynamics applied to midlatitude cyclone structure, development, and precipitation.\"}]}","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_86257662ad75ab09e12cebbc","course_id":"ATMOCN 452","catalog_version_id":"1e78517cf9d6f0c85e2219e022ddcb0dcaa2ba174c02c97095e86dd66f3cce8a","record_version_id":"1b32deec6fac058785401842cdaee91dd8d2a3fb2557563265263982d5208fd0","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"90fc3ff44fcd726228032a8f8c3bb35065ba14752f0ab1688e431827852727eb","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_86257662ad75ab09e12cebbc","course_id":"ATMOCN 452","catalog_version_id":"1e78517cf9d6f0c85e2219e022ddcb0dcaa2ba174c02c97095e86dd66f3cce8a","record_version_id":"1b32deec6fac058785401842cdaee91dd8d2a3fb2557563265263982d5208fd0","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"90fc3ff44fcd726228032a8f8c3bb35065ba14752f0ab1688e431827852727eb","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"42d501cc9b418d1bb4f866ef8922d866ddc3efd1b1761aed5046b87089792c47\",\"course_id\":\"ATMOCN 452\",\"current_instructors\":[],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":false,\"profile_hash\":\"3f5110430805ccdd533c0c072df62d68a8a5f5441c4530bbdb15d419a199a09c\",\"quick_take\":[{\"citations\":[{\"course_id\":\"ATMOCN 452\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"b5ecb364-42f1-3278-ba48-aa28ca8e9a5b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"ATMOCN 452\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"b5ecb364-42f1-3278-ba48-aa28ca8e9a5b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"ATMOCN 452\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"b5ecb364-42f1-3278-ba48-aa28ca8e9a5b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2023: 2.68 GPA, 21.4% A/AB (n=14 letter grades); Fall 2024: 3.24 GPA, 47.4% A/AB (n=19 letter grades); Fall 2025: 3.04 GPA, 41.7% A/AB (n=12 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"9dea82ef7f2113a5605c1c6030c4f9b19967eb742cc93a78268fb92357d29f5c\",\"teaching_history\":[],\"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_86257662ad75ab09e12cebbc","course_id":"ATMOCN 452","catalog_version_id":"6e1803cd034c77a4bde401e1fd198dc930ce9fe3f009da4cdc3d113bbc090f9f","record_version_id":"3f02745c9662c53a58f197f25557df889317b85a6dff16a8938d8c194ccb7e5a","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"3b321de0ca0d337b32a94f1cbfcbcd689665c593cf2a3d68dce88a8411c719f5","section":"requirements","status":"invalid","value_json":null,"candidate_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"ATM OCN 311and340\",\"id\":\"n0\",\"kind\":\"all\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":311,\"minimum_grade\":null,\"subjects\":[\"ATMOCN\"],\"timing\":\"prior\"},\"evidence\":\"ATM OCN 311\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":340,\"minimum_grade\":null,\"subjects\":[\"ATMOCN\"],\"timing\":\"prior\"},\"evidence\":\"ATM OCN 340\",\"id\":\"n2\",\"kind\":\"course\"}],\"notes\":[],\"root\":\"n0\",\"status\":\"parsed\"}","error":"Node n2: evidence 'ATM OCN 340' 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_86257662ad75ab09e12cebbc","course_id":"ATMOCN 452","catalog_version_id":"6e1803cd034c77a4bde401e1fd198dc930ce9fe3f009da4cdc3d113bbc090f9f","record_version_id":"3f02745c9662c53a58f197f25557df889317b85a6dff16a8938d8c194ccb7e5a","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"3b321de0ca0d337b32a94f1cbfcbcd689665c593cf2a3d68dce88a8411c719f5","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"ATMOCN 311\",\"field\":\"description\",\"quote\":\"Intermediate theory of fluid motions for atmosphere and ocean. Emphasis on large scale applications and basic theory for geophysical wave types. Thermal wind shear, frictional flow, vorticity concepts, Rossby waves, Sverdrup ocean flow.\"},{\"course_id\":\"ATMOCN 340\",\"field\":\"description\",\"quote\":\"Radiation, energy budget, and cloud physics. Scattering, absorption, emission and diabatic heating by shortwave and longwave processes. Introduction to cloud physics including cloud nucleation processes, particle growth, precipitation development, and convective cloud processes.\"}],\"text\":\"Intermediate fluid dynamics and atmospheric physics including radiation, energy budgets, and cloud processes.\"}],\"search_phrases\":[\"synoptic meteorology frontal cyclone\",\"atmospheric dynamics vorticity\",\"cloud physics precipitation\",\"isentropic analysis satellite\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"ATMOCN 452\",\"field\":\"description\",\"quote\":\"diagnostic techniques: interpretation of satellite photographs, preparation of vertical cross sections and isentropic analysis\"}],\"text\":\"Interpretation of satellite photographs and preparation of vertical cross sections and isentropic analysis.\"},{\"evidence\":[{\"course_id\":\"ATMOCN 452\",\"field\":\"description\",\"quote\":\"Cyclone and frontal theory; case studies illustrating the structure and evolution of the frontal cyclone\"}],\"text\":\"Analysis of cyclone and frontal theory through case studies of structure and evolution.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"ATMOCN 452\",\"field\":\"title\",\"quote\":\"SYNOPTIC LABORATORY I: THE FRONTAL CYCLONE\"},{\"course_id\":\"ATMOCN 452\",\"field\":\"description\",\"quote\":\"Cyclone and frontal theory; case studies illustrating the structure and evolution of the frontal cyclone; diagnostic techniques: interpretation of satellite photographs, preparation of vertical cross sections and isentropic analysis.\"}],\"text\":\"ATMOCN 452 teaches synoptic laboratory techniques focusing on frontal cyclone theory, structure, evolution, and diagnostic analysis using satellite and cross-section data.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ATMOCN 452\",\"field\":\"description\",\"quote\":\"Cyclone and frontal theory\"}],\"text\":\"Cyclone and frontal theory\"},{\"evidence\":[{\"course_id\":\"ATMOCN 452\",\"field\":\"description\",\"quote\":\"structure and evolution of the frontal cyclone\"}],\"text\":\"Structure and evolution of the frontal cyclone\"},{\"evidence\":[{\"course_id\":\"ATMOCN 452\",\"field\":\"description\",\"quote\":\"interpretation of satellite photographs\"}],\"text\":\"Interpretation of satellite photographs\"},{\"evidence\":[{\"course_id\":\"ATMOCN 452\",\"field\":\"description\",\"quote\":\"preparation of vertical cross sections and isentropic analysis\"}],\"text\":\"Vertical cross sections and isentropic analysis\"}]}","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_86257662ad75ab09e12cebbc","course_id":"ATMOCN 452","catalog_version_id":"6e1803cd034c77a4bde401e1fd198dc930ce9fe3f009da4cdc3d113bbc090f9f","record_version_id":"3f02745c9662c53a58f197f25557df889317b85a6dff16a8938d8c194ccb7e5a","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"3b321de0ca0d337b32a94f1cbfcbcd689665c593cf2a3d68dce88a8411c719f5","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_86257662ad75ab09e12cebbc","course_id":"ATMOCN 452","catalog_version_id":"6e1803cd034c77a4bde401e1fd198dc930ce9fe3f009da4cdc3d113bbc090f9f","record_version_id":"3f02745c9662c53a58f197f25557df889317b85a6dff16a8938d8c194ccb7e5a","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"b62d209412e49dc76abdae664e0030c09ff5ac40611c322052fd566bff50585e","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"ATM OCN 311and340\",\"id\":\"n0\",\"kind\":\"all\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":311,\"minimum_grade\":null,\"subjects\":[\"ATMOCN\"],\"timing\":\"prior\"},\"evidence\":\"ATM OCN 311and340\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":340,\"minimum_grade\":null,\"subjects\":[\"ATMOCN\"],\"timing\":\"prior\"},\"evidence\":\"ATM OCN 311and340\",\"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":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_86257662ad75ab09e12cebbc","course_id":"ATMOCN 452","catalog_version_id":"6e1803cd034c77a4bde401e1fd198dc930ce9fe3f009da4cdc3d113bbc090f9f","record_version_id":"3f02745c9662c53a58f197f25557df889317b85a6dff16a8938d8c194ccb7e5a","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"b62d209412e49dc76abdae664e0030c09ff5ac40611c322052fd566bff50585e","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"ATMOCN 311\",\"field\":\"description\",\"quote\":\"Intermediate theory of fluid motions for atmosphere and ocean. Emphasis on large scale applications and basic theory for geophysical wave types. Thermal wind shear, frictional flow, vorticity concepts, Rossby waves, Sverdrup ocean flow.\"},{\"course_id\":\"ATMOCN 340\",\"field\":\"description\",\"quote\":\"Radiation, energy budget, and cloud physics. Scattering, absorption, emission and diabatic heating by shortwave and longwave processes. Introduction to cloud physics including cloud nucleation processes, particle growth, precipitation development, and convective cloud processes.\"}],\"text\":\"Intermediate fluid dynamics and atmospheric physics including radiation, energy budgets, and cloud processes.\"}],\"search_phrases\":[\"synoptic meteorology frontal cyclone\",\"atmospheric dynamics vorticity\",\"cloud physics precipitation\",\"isentropic analysis satellite\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"ATMOCN 452\",\"field\":\"description\",\"quote\":\"diagnostic techniques: interpretation of satellite photographs, preparation of vertical cross sections and isentropic analysis\"}],\"text\":\"Interpretation of satellite photographs and preparation of vertical cross sections and isentropic analysis.\"},{\"evidence\":[{\"course_id\":\"ATMOCN 452\",\"field\":\"description\",\"quote\":\"Cyclone and frontal theory; case studies illustrating the structure and evolution of the frontal cyclone\"}],\"text\":\"Analysis of cyclone and frontal theory through case studies of structure and evolution.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"ATMOCN 452\",\"field\":\"title\",\"quote\":\"SYNOPTIC LABORATORY I: THE FRONTAL CYCLONE\"},{\"course_id\":\"ATMOCN 452\",\"field\":\"description\",\"quote\":\"Cyclone and frontal theory; case studies illustrating the structure and evolution of the frontal cyclone; diagnostic techniques: interpretation of satellite photographs, preparation of vertical cross sections and isentropic analysis.\"}],\"text\":\"ATMOCN 452 teaches synoptic laboratory techniques focusing on frontal cyclone theory, structure, evolution, and diagnostic analysis using satellite and cross-section data.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ATMOCN 452\",\"field\":\"description\",\"quote\":\"Cyclone and frontal theory\"}],\"text\":\"Cyclone and frontal theory\"},{\"evidence\":[{\"course_id\":\"ATMOCN 452\",\"field\":\"description\",\"quote\":\"structure and evolution of the frontal cyclone\"}],\"text\":\"Structure and evolution of the frontal cyclone\"},{\"evidence\":[{\"course_id\":\"ATMOCN 452\",\"field\":\"description\",\"quote\":\"interpretation of satellite photographs\"}],\"text\":\"Interpretation of satellite photographs\"},{\"evidence\":[{\"course_id\":\"ATMOCN 452\",\"field\":\"description\",\"quote\":\"preparation of vertical cross sections and isentropic analysis\"}],\"text\":\"Vertical cross sections and isentropic analysis\"}]}","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_86257662ad75ab09e12cebbc","course_id":"ATMOCN 452","catalog_version_id":"6e1803cd034c77a4bde401e1fd198dc930ce9fe3f009da4cdc3d113bbc090f9f","record_version_id":"3f02745c9662c53a58f197f25557df889317b85a6dff16a8938d8c194ccb7e5a","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"b62d209412e49dc76abdae664e0030c09ff5ac40611c322052fd566bff50585e","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_86257662ad75ab09e12cebbc","course_id":"ATMOCN 452","catalog_version_id":"1e78517cf9d6f0c85e2219e022ddcb0dcaa2ba174c02c97095e86dd66f3cce8a","record_version_id":"1b32deec6fac058785401842cdaee91dd8d2a3fb2557563265263982d5208fd0","job_id":"enrich-6556a505c10f448d98d02466","output_id":"1a995e8a83f7ad1a1841947486caa60d6f9a838500796f5d45ac7101b924b295","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[\"req-311\",\"req-340\"],\"condition\":null,\"course\":null,\"evidence\":\"ATM OCN 311and340\",\"id\":\"root-all\",\"kind\":\"all\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":311,\"minimum_grade\":null,\"subjects\":[\"ATMOCN\"],\"timing\":\"prior\"},\"evidence\":\"ATM OCN 311\",\"id\":\"req-311\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":340,\"minimum_grade\":null,\"subjects\":[\"ATMOCN\"],\"timing\":\"prior\"},\"evidence\":\"340\",\"id\":\"req-340\",\"kind\":\"course\"}],\"notes\":[\"Source text 'ATM OCN 311and340' lacks explicit conjunction or spacing between course numbers; interpreted as a conjunction (AND) requiring both courses based on standard catalog formatting for multiple prerequisites.\"],\"root\":\"root-all\",\"status\":\"needs_review\"}","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_86257662ad75ab09e12cebbc","course_id":"ATMOCN 452","catalog_version_id":"1e78517cf9d6f0c85e2219e022ddcb0dcaa2ba174c02c97095e86dd66f3cce8a","record_version_id":"1b32deec6fac058785401842cdaee91dd8d2a3fb2557563265263982d5208fd0","job_id":"enrich-6556a505c10f448d98d02466","output_id":"1a995e8a83f7ad1a1841947486caa60d6f9a838500796f5d45ac7101b924b295","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[{\"evidence\":[{\"course_id\":\"ATMOCN 452\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Synthesize routine observational data along with the fundamentals of mid-latitude atmospheric dynamics and thermodynamics to understand the structure, development, life cycle and precipitation distribution associated with midlatitude cyclones.\",\"source_url\":\"https://guide.wisc.edu/courses/atm_ocn/\"},{\"course_id\":\"ATMOCN 452\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Use both historical and real-time observations and numerical model output to diagnose synoptic-scale phenomena both for research and operational forecasting purposes.\",\"source_url\":\"https://guide.wisc.edu/courses/atm_ocn/\"}],\"label\":\"data-analysis\"},{\"evidence\":[{\"course_id\":\"ATMOCN 452\",\"field\":\"official_learning_outcomes\",\"outcome_index\":2,\"quote\":\"Communicate assessments and diagnoses of current and near-term future weather events to both scientific and broad audiences.\",\"source_url\":\"https://guide.wisc.edu/courses/atm_ocn/\"}],\"label\":\"presentations\"}],\"assumed_background\":[],\"search_phrases\":[\"frontal cyclone laboratory\",\"synoptic meteorology lab\",\"midlatitude cyclone case studies\",\"satellite interpretation\",\"isentropic analysis\",\"vertical cross sections\",\"operational forecasting diagnosis\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"ATMOCN 452\",\"field\":\"description\",\"quote\":\"diagnostic techniques: interpretation of satellite photographs, preparation of vertical cross sections and isentropic analysis.\",\"source_url\":\"https://guide.wisc.edu/courses/atm_ocn/\"}],\"text\":\"Interpretation of satellite photographs, preparation of vertical cross sections, and isentropic analysis.\"},{\"evidence\":[{\"course_id\":\"ATMOCN 452\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Use both historical and real-time observations and numerical model output to diagnose synoptic-scale phenomena both for research and operational forecasting purposes.\",\"source_url\":\"https://guide.wisc.edu/courses/atm_ocn/\"}],\"text\":\"Diagnosing synoptic-scale phenomena using historical/real-time observations and numerical model output for research and operations.\"},{\"evidence\":[{\"course_id\":\"ATMOCN 452\",\"field\":\"official_learning_outcomes\",\"outcome_index\":2,\"quote\":\"Communicate assessments and diagnoses of current and near-term future weather events to both scientific and broad audiences.\",\"source_url\":\"https://guide.wisc.edu/courses/atm_ocn/\"}],\"text\":\"Communicating weather event assessments and diagnoses to scientific and broad audiences.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"ATMOCN 452\",\"field\":\"title\",\"quote\":\"SYNOPTIC LABORATORY I: THE FRONTAL CYCLONE\",\"source_url\":\"https://guide.wisc.edu/courses/atm_ocn/\"},{\"course_id\":\"ATMOCN 452\",\"field\":\"description\",\"quote\":\"Cyclone and frontal theory; case studies illustrating the structure and evolution of the frontal cyclone; diagnostic techniques: interpretation of satellite photographs, preparation of vertical cross sections and isentropic analysis.\",\"source_url\":\"https://guide.wisc.edu/courses/atm_ocn/\"}],\"text\":\"A laboratory course on frontal cyclone theory and evolution, using case studies to teach satellite interpretation, vertical cross sections, and isentropic analysis.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ATMOCN 452\",\"field\":\"description\",\"quote\":\"Cyclone and frontal theory; case studies illustrating the structure and evolution of the frontal cyclone\",\"source_url\":\"https://guide.wisc.edu/courses/atm_ocn/\"}],\"text\":\"Cyclone and frontal theory, including the structure and evolution of frontal cyclones via case studies.\"},{\"evidence\":[{\"course_id\":\"ATMOCN 452\",\"field\":\"description\",\"quote\":\"diagnostic techniques: interpretation of satellite photographs, preparation of vertical cross sections and isentropic analysis.\",\"source_url\":\"https://guide.wisc.edu/courses/atm_ocn/\"}],\"text\":\"Diagnostic techniques such as satellite photograph interpretation, vertical cross-section preparation, and isentropic analysis.\"},{\"evidence\":[{\"course_id\":\"ATMOCN 452\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"fundamentals of mid-latitude atmospheric dynamics and thermodynamics to understand the structure, development, life cycle and precipitation distribution associated with midlatitude cyclones.\",\"source_url\":\"https://guide.wisc.edu/courses/atm_ocn/\"}],\"text\":\"Mid-latitude atmospheric dynamics and thermodynamics applied to midlatitude cyclone structure, development, and precipitation.\"}]}","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_86257662ad75ab09e12cebbc","course_id":"ATMOCN 452","catalog_version_id":"1e78517cf9d6f0c85e2219e022ddcb0dcaa2ba174c02c97095e86dd66f3cce8a","record_version_id":"1b32deec6fac058785401842cdaee91dd8d2a3fb2557563265263982d5208fd0","job_id":"enrich-6556a505c10f448d98d02466","output_id":"1a995e8a83f7ad1a1841947486caa60d6f9a838500796f5d45ac7101b924b295","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":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_86257662ad75ab09e12cebbc","course_id":"ATMOCN 452","catalog_version_id":"6e1803cd034c77a4bde401e1fd198dc930ce9fe3f009da4cdc3d113bbc090f9f","record_version_id":"3f02745c9662c53a58f197f25557df889317b85a6dff16a8938d8c194ccb7e5a","job_id":"enrich-789789da373eecc1ff75f626","output_id":"21b07762d51b58ce80e1b1e0d908cc0dfc5c0f31ff038c86cd9a29e8339ae3e9","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"ATM OCN 311and340\",\"id\":\"n0\",\"kind\":\"all\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":311,\"minimum_grade\":null,\"subjects\":[\"ATMOCN\"],\"timing\":\"prior\"},\"evidence\":\"ATM OCN 311and340\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":340,\"minimum_grade\":null,\"subjects\":[\"ATMOCN\"],\"timing\":\"prior\"},\"evidence\":\"ATM OCN 311and340\",\"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_86257662ad75ab09e12cebbc","course_id":"ATMOCN 452","catalog_version_id":"6e1803cd034c77a4bde401e1fd198dc930ce9fe3f009da4cdc3d113bbc090f9f","record_version_id":"3f02745c9662c53a58f197f25557df889317b85a6dff16a8938d8c194ccb7e5a","job_id":"enrich-789789da373eecc1ff75f626","output_id":"21b07762d51b58ce80e1b1e0d908cc0dfc5c0f31ff038c86cd9a29e8339ae3e9","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"ATMOCN 311\",\"field\":\"description\",\"quote\":\"Intermediate theory of fluid motions for atmosphere and ocean. Emphasis on large scale applications and basic theory for geophysical wave types. Thermal wind shear, frictional flow, vorticity concepts, Rossby waves, Sverdrup ocean flow.\"},{\"course_id\":\"ATMOCN 340\",\"field\":\"description\",\"quote\":\"Radiation, energy budget, and cloud physics. Scattering, absorption, emission and diabatic heating by shortwave and longwave processes. Introduction to cloud physics including cloud nucleation processes, particle growth, precipitation development, and convective cloud processes.\"}],\"text\":\"Intermediate fluid dynamics and atmospheric physics including radiation, energy budgets, and cloud processes.\"}],\"search_phrases\":[\"synoptic meteorology frontal cyclone\",\"atmospheric dynamics vorticity\",\"cloud physics precipitation\",\"isentropic analysis satellite\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"ATMOCN 452\",\"field\":\"description\",\"quote\":\"diagnostic techniques: interpretation of satellite photographs, preparation of vertical cross sections and isentropic analysis\"}],\"text\":\"Interpretation of satellite photographs and preparation of vertical cross sections and isentropic analysis.\"},{\"evidence\":[{\"course_id\":\"ATMOCN 452\",\"field\":\"description\",\"quote\":\"Cyclone and frontal theory; case studies illustrating the structure and evolution of the frontal cyclone\"}],\"text\":\"Analysis of cyclone and frontal theory through case studies of structure and evolution.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"ATMOCN 452\",\"field\":\"title\",\"quote\":\"SYNOPTIC LABORATORY I: THE FRONTAL CYCLONE\"},{\"course_id\":\"ATMOCN 452\",\"field\":\"description\",\"quote\":\"Cyclone and frontal theory; case studies illustrating the structure and evolution of the frontal cyclone; diagnostic techniques: interpretation of satellite photographs, preparation of vertical cross sections and isentropic analysis.\"}],\"text\":\"ATMOCN 452 teaches synoptic laboratory techniques focusing on frontal cyclone theory, structure, evolution, and diagnostic analysis using satellite and cross-section data.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ATMOCN 452\",\"field\":\"description\",\"quote\":\"Cyclone and frontal theory\"}],\"text\":\"Cyclone and frontal theory\"},{\"evidence\":[{\"course_id\":\"ATMOCN 452\",\"field\":\"description\",\"quote\":\"structure and evolution of the frontal cyclone\"}],\"text\":\"Structure and evolution of the frontal cyclone\"},{\"evidence\":[{\"course_id\":\"ATMOCN 452\",\"field\":\"description\",\"quote\":\"interpretation of satellite photographs\"}],\"text\":\"Interpretation of satellite photographs\"},{\"evidence\":[{\"course_id\":\"ATMOCN 452\",\"field\":\"description\",\"quote\":\"preparation of vertical cross sections and isentropic analysis\"}],\"text\":\"Vertical cross sections and isentropic analysis\"}]}","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_86257662ad75ab09e12cebbc","course_id":"ATMOCN 452","catalog_version_id":"6e1803cd034c77a4bde401e1fd198dc930ce9fe3f009da4cdc3d113bbc090f9f","record_version_id":"3f02745c9662c53a58f197f25557df889317b85a6dff16a8938d8c194ccb7e5a","job_id":"enrich-789789da373eecc1ff75f626","output_id":"21b07762d51b58ce80e1b1e0d908cc0dfc5c0f31ff038c86cd9a29e8339ae3e9","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_86257662ad75ab09e12cebbc","course_id":"ATMOCN 452","catalog_version_id":"6e1803cd034c77a4bde401e1fd198dc930ce9fe3f009da4cdc3d113bbc090f9f","record_version_id":"3f02745c9662c53a58f197f25557df889317b85a6dff16a8938d8c194ccb7e5a","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"0072e1514d2ee6c218d7aae4f3512ad6bbbe667d4e081d3cdb09251f1fd5f97c","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"ATM OCN 311and340\",\"id\":\"n0\",\"kind\":\"all\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":311,\"minimum_grade\":null,\"subjects\":[\"ATMOCN\"],\"timing\":\"prior\"},\"evidence\":\"ATM OCN 311and340\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":340,\"minimum_grade\":null,\"subjects\":[\"ATMOCN\"],\"timing\":\"prior\"},\"evidence\":\"ATM OCN 311and340\",\"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":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_86257662ad75ab09e12cebbc","course_id":"ATMOCN 452","catalog_version_id":"6e1803cd034c77a4bde401e1fd198dc930ce9fe3f009da4cdc3d113bbc090f9f","record_version_id":"3f02745c9662c53a58f197f25557df889317b85a6dff16a8938d8c194ccb7e5a","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"0072e1514d2ee6c218d7aae4f3512ad6bbbe667d4e081d3cdb09251f1fd5f97c","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"ATMOCN 311\",\"field\":\"description\",\"quote\":\"Intermediate theory of fluid motions for atmosphere and ocean. Emphasis on large scale applications and basic theory for geophysical wave types. Thermal wind shear, frictional flow, vorticity concepts, Rossby waves, Sverdrup ocean flow.\"},{\"course_id\":\"ATMOCN 340\",\"field\":\"description\",\"quote\":\"Radiation, energy budget, and cloud physics. Scattering, absorption, emission and diabatic heating by shortwave and longwave processes. Introduction to cloud physics including cloud nucleation processes, particle growth, precipitation development, and convective cloud processes.\"}],\"text\":\"Intermediate fluid dynamics and atmospheric physics including radiation, energy budgets, and cloud processes.\"}],\"search_phrases\":[\"synoptic meteorology frontal cyclone\",\"atmospheric dynamics vorticity\",\"cloud physics precipitation\",\"isentropic analysis satellite\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"ATMOCN 452\",\"field\":\"description\",\"quote\":\"diagnostic techniques: interpretation of satellite photographs, preparation of vertical cross sections and isentropic analysis\"}],\"text\":\"Interpretation of satellite photographs and preparation of vertical cross sections and isentropic analysis.\"},{\"evidence\":[{\"course_id\":\"ATMOCN 452\",\"field\":\"description\",\"quote\":\"Cyclone and frontal theory; case studies illustrating the structure and evolution of the frontal cyclone\"}],\"text\":\"Analysis of cyclone and frontal theory through case studies of structure and evolution.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"ATMOCN 452\",\"field\":\"title\",\"quote\":\"SYNOPTIC LABORATORY I: THE FRONTAL CYCLONE\"},{\"course_id\":\"ATMOCN 452\",\"field\":\"description\",\"quote\":\"Cyclone and frontal theory; case studies illustrating the structure and evolution of the frontal cyclone; diagnostic techniques: interpretation of satellite photographs, preparation of vertical cross sections and isentropic analysis.\"}],\"text\":\"ATMOCN 452 teaches synoptic laboratory techniques focusing on frontal cyclone theory, structure, evolution, and diagnostic analysis using satellite and cross-section data.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ATMOCN 452\",\"field\":\"description\",\"quote\":\"Cyclone and frontal theory\"}],\"text\":\"Cyclone and frontal theory\"},{\"evidence\":[{\"course_id\":\"ATMOCN 452\",\"field\":\"description\",\"quote\":\"structure and evolution of the frontal cyclone\"}],\"text\":\"Structure and evolution of the frontal cyclone\"},{\"evidence\":[{\"course_id\":\"ATMOCN 452\",\"field\":\"description\",\"quote\":\"interpretation of satellite photographs\"}],\"text\":\"Interpretation of satellite photographs\"},{\"evidence\":[{\"course_id\":\"ATMOCN 452\",\"field\":\"description\",\"quote\":\"preparation of vertical cross sections and isentropic analysis\"}],\"text\":\"Vertical cross sections and isentropic analysis\"}]}","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_86257662ad75ab09e12cebbc","course_id":"ATMOCN 452","catalog_version_id":"6e1803cd034c77a4bde401e1fd198dc930ce9fe3f009da4cdc3d113bbc090f9f","record_version_id":"3f02745c9662c53a58f197f25557df889317b85a6dff16a8938d8c194ccb7e5a","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"0072e1514d2ee6c218d7aae4f3512ad6bbbe667d4e081d3cdb09251f1fd5f97c","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_86257662ad75ab09e12cebbc","course_id":"ATMOCN 452","catalog_version_id":"6e1803cd034c77a4bde401e1fd198dc930ce9fe3f009da4cdc3d113bbc090f9f","record_version_id":"3f02745c9662c53a58f197f25557df889317b85a6dff16a8938d8c194ccb7e5a","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"0072e1514d2ee6c218d7aae4f3512ad6bbbe667d4e081d3cdb09251f1fd5f97c","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"788f917cf3445527dcb7ec0e62735d5cb2ae123ccce5f72601500876bbca5b3a\",\"course_id\":\"ATMOCN 452\",\"current_instructors\":[{\"instructor_uid\":\"instructor_f614613911e99dabc63f1167\",\"message\":\"No course-specific reviews available\",\"name\":\"Jonathan Martin\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":\"rmp:823557\",\"summary\":[{\"citations\":[{\"course_id\":\"ATMOCN 452\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b5ecb364-42f1-3278-ba48-aa28ca8e9a5b\",\"source_record\":{\"entity_id\":\"b5ecb364-42f1-3278-ba48-aa28ca8e9a5b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"ATMOCN 452\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b5ecb364-42f1-3278-ba48-aa28ca8e9a5b\",\"source_record\":{\"entity_id\":\"b5ecb364-42f1-3278-ba48-aa28ca8e9a5b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"ATMOCN 452\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b5ecb364-42f1-3278-ba48-aa28ca8e9a5b\",\"source_record\":{\"entity_id\":\"b5ecb364-42f1-3278-ba48-aa28ca8e9a5b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2023: 2.68 GPA, 21.4% A/AB (n=14 letter grades); Fall 2024: 3.24 GPA, 47.4% A/AB (n=19 letter grades); Fall 2025: 3.04 GPA, 41.7% A/AB (n=12 letter grades). Includes jointly taught sections.\"}]},{\"instructor_uid\":\"instructor_41d3af35c8b9b605ba46c5a4\",\"message\":\"No course-specific reviews available\",\"name\":\"Libby Orr\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[]}],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":true,\"profile_hash\":\"672f506f2fc2f46a071b9777f4a92cc197b2ccdeef25590e9285146d8c7e7f90\",\"quick_take\":[{\"citations\":[{\"course_id\":\"ATMOCN 452\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"b5ecb364-42f1-3278-ba48-aa28ca8e9a5b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"ATMOCN 452\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"b5ecb364-42f1-3278-ba48-aa28ca8e9a5b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"ATMOCN 452\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"b5ecb364-42f1-3278-ba48-aa28ca8e9a5b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2023: 2.68 GPA, 21.4% A/AB (n=14 letter grades); Fall 2024: 3.24 GPA, 47.4% A/AB (n=19 letter grades); Fall 2025: 3.04 GPA, 41.7% A/AB (n=12 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"ATMOCN 452\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b5ecb364-42f1-3278-ba48-aa28ca8e9a5b\",\"source_record\":{\"entity_id\":\"b5ecb364-42f1-3278-ba48-aa28ca8e9a5b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1072\",\"type\":\"grade\"},{\"course_id\":\"ATMOCN 452\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b5ecb364-42f1-3278-ba48-aa28ca8e9a5b\",\"source_record\":{\"entity_id\":\"b5ecb364-42f1-3278-ba48-aa28ca8e9a5b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1082\",\"type\":\"grade\"},{\"course_id\":\"ATMOCN 452\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b5ecb364-42f1-3278-ba48-aa28ca8e9a5b\",\"source_record\":{\"entity_id\":\"b5ecb364-42f1-3278-ba48-aa28ca8e9a5b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1092\",\"type\":\"grade\"},{\"course_id\":\"ATMOCN 452\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b5ecb364-42f1-3278-ba48-aa28ca8e9a5b\",\"source_record\":{\"entity_id\":\"b5ecb364-42f1-3278-ba48-aa28ca8e9a5b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1102\",\"type\":\"grade\"},{\"course_id\":\"ATMOCN 452\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b5ecb364-42f1-3278-ba48-aa28ca8e9a5b\",\"source_record\":{\"entity_id\":\"b5ecb364-42f1-3278-ba48-aa28ca8e9a5b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"},{\"course_id\":\"ATMOCN 452\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b5ecb364-42f1-3278-ba48-aa28ca8e9a5b\",\"source_record\":{\"entity_id\":\"b5ecb364-42f1-3278-ba48-aa28ca8e9a5b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1122\",\"type\":\"grade\"},{\"course_id\":\"ATMOCN 452\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b5ecb364-42f1-3278-ba48-aa28ca8e9a5b\",\"source_record\":{\"entity_id\":\"b5ecb364-42f1-3278-ba48-aa28ca8e9a5b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1132\",\"type\":\"grade\"},{\"course_id\":\"ATMOCN 452\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b5ecb364-42f1-3278-ba48-aa28ca8e9a5b\",\"source_record\":{\"entity_id\":\"b5ecb364-42f1-3278-ba48-aa28ca8e9a5b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1142\",\"type\":\"grade\"},{\"course_id\":\"ATMOCN 452\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b5ecb364-42f1-3278-ba48-aa28ca8e9a5b\",\"source_record\":{\"entity_id\":\"b5ecb364-42f1-3278-ba48-aa28ca8e9a5b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"ATMOCN 452\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b5ecb364-42f1-3278-ba48-aa28ca8e9a5b\",\"source_record\":{\"entity_id\":\"b5ecb364-42f1-3278-ba48-aa28ca8e9a5b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"ATMOCN 452\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b5ecb364-42f1-3278-ba48-aa28ca8e9a5b\",\"source_record\":{\"entity_id\":\"b5ecb364-42f1-3278-ba48-aa28ca8e9a5b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"ATMOCN 452\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b5ecb364-42f1-3278-ba48-aa28ca8e9a5b\",\"source_record\":{\"entity_id\":\"b5ecb364-42f1-3278-ba48-aa28ca8e9a5b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"ATMOCN 452\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b5ecb364-42f1-3278-ba48-aa28ca8e9a5b\",\"source_record\":{\"entity_id\":\"b5ecb364-42f1-3278-ba48-aa28ca8e9a5b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"ATMOCN 452\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b5ecb364-42f1-3278-ba48-aa28ca8e9a5b\",\"source_record\":{\"entity_id\":\"b5ecb364-42f1-3278-ba48-aa28ca8e9a5b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"ATMOCN 452\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b5ecb364-42f1-3278-ba48-aa28ca8e9a5b\",\"source_record\":{\"entity_id\":\"b5ecb364-42f1-3278-ba48-aa28ca8e9a5b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"ATMOCN 452\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b5ecb364-42f1-3278-ba48-aa28ca8e9a5b\",\"source_record\":{\"entity_id\":\"b5ecb364-42f1-3278-ba48-aa28ca8e9a5b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"ATMOCN 452\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b5ecb364-42f1-3278-ba48-aa28ca8e9a5b\",\"source_record\":{\"entity_id\":\"b5ecb364-42f1-3278-ba48-aa28ca8e9a5b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"ATMOCN 452\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b5ecb364-42f1-3278-ba48-aa28ca8e9a5b\",\"source_record\":{\"entity_id\":\"b5ecb364-42f1-3278-ba48-aa28ca8e9a5b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"JONATHAN MARTIN is recorded teaching in Fall 2006, Fall 2007, Fall 2008, Fall 2009, Fall 2010, Fall 2011, Fall 2012, Fall 2013, Fall 2015, Fall 2016, Fall 2017, Fall 2018, Fall 2019, Fall 2020, Fall 2022, 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":false}]