[{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_10db15fe46dd54ed95a77a93","course_id":"ME 471","catalog_version_id":"befb2073538eb92c75a8a33d452000bfc658a421d080a2d5e4c6d130fe8005f6","record_version_id":"8d3758a973891cda164050e4636a642beb8b242fa9b0552511e7d0635ed8e4cf","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"f78622ffb373e053b1fe264325985c38260d2b28d87438667adfeb95741db7be","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\",\"n3\"],\"condition\":null,\"course\":null,\"evidence\":\"M E 364, graduate/professional standing, or member of Engineering Guest Students\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":364,\"minimum_grade\":null,\"subjects\":[\"ME\"],\"timing\":\"prior\"},\"evidence\":\"M E 364\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"graduate/professional standing\",\"course\":null,\"evidence\":\"graduate/professional standing\",\"id\":\"n2\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"member of Engineering Guest Students\",\"course\":null,\"evidence\":\"member of Engineering Guest Students\",\"id\":\"n3\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"n0\",\"status\":\"parsed\"}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_10db15fe46dd54ed95a77a93","course_id":"ME 471","catalog_version_id":"befb2073538eb92c75a8a33d452000bfc658a421d080a2d5e4c6d130fe8005f6","record_version_id":"8d3758a973891cda164050e4636a642beb8b242fa9b0552511e7d0635ed8e4cf","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"f78622ffb373e053b1fe264325985c38260d2b28d87438667adfeb95741db7be","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"ME 364\",\"field\":\"description\",\"quote\":\"Fundamental concepts of conduction, convection, radiation. Heat-exchanger principles.\"}],\"text\":\"Fundamentals of heat transfer including conduction, convection, and radiation.\"}],\"search_phrases\":[\"gas turbine cycles\",\"jet propulsion thermodynamics\",\"fluid dynamics ME 471\",\"heat transfer applications\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"ME 471\",\"field\":\"description\",\"quote\":\"analysis and design of gas-turbine cycles, components and systems\"}],\"text\":\"Analysis and design of gas-turbine cycles and systems.\"},{\"evidence\":[{\"course_id\":\"ME 471\",\"field\":\"description\",\"quote\":\"Principles of thermodynamics and fluid dynamics utilized\"}],\"text\":\"Application of thermodynamics and fluid dynamics principles.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"ME 471\",\"field\":\"title\",\"quote\":\"GAS TURBINE AND JET PROPULSION\"},{\"course_id\":\"ME 471\",\"field\":\"description\",\"quote\":\"Principles of thermodynamics and fluid dynamics utilized in the analysis and design of gas-turbine cycles, components and systems\"}],\"text\":\"Analysis and design of gas-turbine cycles and systems for stationary, automotive, and aircraft applications.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ME 471\",\"field\":\"description\",\"quote\":\"gas-turbine cycles, components and systems\"}],\"text\":\"Gas-turbine cycles and components.\"},{\"evidence\":[{\"course_id\":\"ME 471\",\"field\":\"description\",\"quote\":\"stationary, automotive and aircraft applications\"}],\"text\":\"Applications in stationary, automotive, and aircraft systems.\"},{\"evidence\":[{\"course_id\":\"ME 471\",\"field\":\"description\",\"quote\":\"Principles of thermodynamics and fluid dynamics\"}],\"text\":\"Thermodynamics and fluid dynamics principles.\"}]}","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_10db15fe46dd54ed95a77a93","course_id":"ME 471","catalog_version_id":"befb2073538eb92c75a8a33d452000bfc658a421d080a2d5e4c6d130fe8005f6","record_version_id":"8d3758a973891cda164050e4636a642beb8b242fa9b0552511e7d0635ed8e4cf","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"f78622ffb373e053b1fe264325985c38260d2b28d87438667adfeb95741db7be","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_10db15fe46dd54ed95a77a93","course_id":"ME 471","catalog_version_id":"befb2073538eb92c75a8a33d452000bfc658a421d080a2d5e4c6d130fe8005f6","record_version_id":"8d3758a973891cda164050e4636a642beb8b242fa9b0552511e7d0635ed8e4cf","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"30ea7b9ed3f62ff0d01f9b19d239da96305de8575d12cd5438769c297fa63f9f","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\",\"n3\"],\"condition\":null,\"course\":null,\"evidence\":\"M E 364, graduate/professional standing, or member of Engineering Guest Students\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":364,\"minimum_grade\":null,\"subjects\":[\"ME\"],\"timing\":\"prior\"},\"evidence\":\"M E 364\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"graduate/professional standing\",\"course\":null,\"evidence\":\"graduate/professional standing\",\"id\":\"n2\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"member of Engineering Guest Students\",\"course\":null,\"evidence\":\"member of Engineering Guest Students\",\"id\":\"n3\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"n0\",\"status\":\"parsed\"}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_10db15fe46dd54ed95a77a93","course_id":"ME 471","catalog_version_id":"befb2073538eb92c75a8a33d452000bfc658a421d080a2d5e4c6d130fe8005f6","record_version_id":"8d3758a973891cda164050e4636a642beb8b242fa9b0552511e7d0635ed8e4cf","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"30ea7b9ed3f62ff0d01f9b19d239da96305de8575d12cd5438769c297fa63f9f","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"ME 364\",\"field\":\"description\",\"quote\":\"Fundamental concepts of conduction, convection, radiation. Heat-exchanger principles.\"}],\"text\":\"Fundamentals of heat transfer including conduction, convection, and radiation.\"}],\"search_phrases\":[\"gas turbine cycles\",\"jet propulsion thermodynamics\",\"fluid dynamics ME 471\",\"heat transfer applications\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"ME 471\",\"field\":\"description\",\"quote\":\"analysis and design of gas-turbine cycles, components and systems\"}],\"text\":\"Analysis and design of gas-turbine cycles and systems.\"},{\"evidence\":[{\"course_id\":\"ME 471\",\"field\":\"description\",\"quote\":\"Principles of thermodynamics and fluid dynamics utilized\"}],\"text\":\"Application of thermodynamics and fluid dynamics principles.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"ME 471\",\"field\":\"title\",\"quote\":\"GAS TURBINE AND JET PROPULSION\"},{\"course_id\":\"ME 471\",\"field\":\"description\",\"quote\":\"Principles of thermodynamics and fluid dynamics utilized in the analysis and design of gas-turbine cycles, components and systems\"}],\"text\":\"Analysis and design of gas-turbine cycles and systems for stationary, automotive, and aircraft applications.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ME 471\",\"field\":\"description\",\"quote\":\"gas-turbine cycles, components and systems\"}],\"text\":\"Gas-turbine cycles and components.\"},{\"evidence\":[{\"course_id\":\"ME 471\",\"field\":\"description\",\"quote\":\"stationary, automotive and aircraft applications\"}],\"text\":\"Applications in stationary, automotive, and aircraft systems.\"},{\"evidence\":[{\"course_id\":\"ME 471\",\"field\":\"description\",\"quote\":\"Principles of thermodynamics and fluid dynamics\"}],\"text\":\"Thermodynamics and fluid dynamics principles.\"}]}","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_10db15fe46dd54ed95a77a93","course_id":"ME 471","catalog_version_id":"befb2073538eb92c75a8a33d452000bfc658a421d080a2d5e4c6d130fe8005f6","record_version_id":"8d3758a973891cda164050e4636a642beb8b242fa9b0552511e7d0635ed8e4cf","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"30ea7b9ed3f62ff0d01f9b19d239da96305de8575d12cd5438769c297fa63f9f","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_10db15fe46dd54ed95a77a93","course_id":"ME 471","catalog_version_id":"befb2073538eb92c75a8a33d452000bfc658a421d080a2d5e4c6d130fe8005f6","record_version_id":"8d3758a973891cda164050e4636a642beb8b242fa9b0552511e7d0635ed8e4cf","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"2984613765bed77bc6328d1c53784112c4bbd40f2cc933cdcefdada5a407ca8c","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\",\"n3\"],\"condition\":null,\"course\":null,\"evidence\":\"M E 364, graduate/professional standing, or member of Engineering Guest Students\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":364,\"minimum_grade\":null,\"subjects\":[\"ME\"],\"timing\":\"prior\"},\"evidence\":\"M E 364\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"graduate/professional standing\",\"course\":null,\"evidence\":\"graduate/professional standing\",\"id\":\"n2\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"member of Engineering Guest Students\",\"course\":null,\"evidence\":\"member of Engineering Guest Students\",\"id\":\"n3\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"n0\",\"status\":\"parsed\"}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_10db15fe46dd54ed95a77a93","course_id":"ME 471","catalog_version_id":"befb2073538eb92c75a8a33d452000bfc658a421d080a2d5e4c6d130fe8005f6","record_version_id":"8d3758a973891cda164050e4636a642beb8b242fa9b0552511e7d0635ed8e4cf","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"2984613765bed77bc6328d1c53784112c4bbd40f2cc933cdcefdada5a407ca8c","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"ME 364\",\"field\":\"description\",\"quote\":\"Fundamental concepts of conduction, convection, radiation. Heat-exchanger principles.\"}],\"text\":\"Fundamentals of heat transfer including conduction, convection, and radiation.\"}],\"search_phrases\":[\"gas turbine cycles\",\"jet propulsion thermodynamics\",\"fluid dynamics ME 471\",\"heat transfer applications\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"ME 471\",\"field\":\"description\",\"quote\":\"analysis and design of gas-turbine cycles, components and systems\"}],\"text\":\"Analysis and design of gas-turbine cycles and systems.\"},{\"evidence\":[{\"course_id\":\"ME 471\",\"field\":\"description\",\"quote\":\"Principles of thermodynamics and fluid dynamics utilized\"}],\"text\":\"Application of thermodynamics and fluid dynamics principles.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"ME 471\",\"field\":\"title\",\"quote\":\"GAS TURBINE AND JET PROPULSION\"},{\"course_id\":\"ME 471\",\"field\":\"description\",\"quote\":\"Principles of thermodynamics and fluid dynamics utilized in the analysis and design of gas-turbine cycles, components and systems\"}],\"text\":\"Analysis and design of gas-turbine cycles and systems for stationary, automotive, and aircraft applications.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ME 471\",\"field\":\"description\",\"quote\":\"gas-turbine cycles, components and systems\"}],\"text\":\"Gas-turbine cycles and components.\"},{\"evidence\":[{\"course_id\":\"ME 471\",\"field\":\"description\",\"quote\":\"stationary, automotive and aircraft applications\"}],\"text\":\"Applications in stationary, automotive, and aircraft systems.\"},{\"evidence\":[{\"course_id\":\"ME 471\",\"field\":\"description\",\"quote\":\"Principles of thermodynamics and fluid dynamics\"}],\"text\":\"Thermodynamics and fluid dynamics principles.\"}]}","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_10db15fe46dd54ed95a77a93","course_id":"ME 471","catalog_version_id":"befb2073538eb92c75a8a33d452000bfc658a421d080a2d5e4c6d130fe8005f6","record_version_id":"8d3758a973891cda164050e4636a642beb8b242fa9b0552511e7d0635ed8e4cf","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"2984613765bed77bc6328d1c53784112c4bbd40f2cc933cdcefdada5a407ca8c","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_10db15fe46dd54ed95a77a93","course_id":"ME 471","catalog_version_id":"befb2073538eb92c75a8a33d452000bfc658a421d080a2d5e4c6d130fe8005f6","record_version_id":"8d3758a973891cda164050e4636a642beb8b242fa9b0552511e7d0635ed8e4cf","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"2984613765bed77bc6328d1c53784112c4bbd40f2cc933cdcefdada5a407ca8c","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"34862567a0449a5b66e07ad1eab4537b0d7bd15f31f9fe6427e0cd90ddff0adb\",\"course_id\":\"ME 471\",\"current_instructors\":[],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":false,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"course_id\":\"ME 471\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"fe05aa8a-087f-3663-9a28-582639b27ad9\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"ME 471\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"fe05aa8a-087f-3663-9a28-582639b27ad9\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"ME 471\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"fe05aa8a-087f-3663-9a28-582639b27ad9\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2022: 3.60 GPA, 81.0% A/AB (n=21 letter grades); Fall 2023: 3.54 GPA, 76.9% A/AB (n=26 letter grades); Fall 2024: 3.33 GPA, 51.5% A/AB (n=33 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}]