[{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_86c9b2083d81d6daf1eeb1ad","course_id":"EPD 633","catalog_version_id":"8041d8b6697cd5d5e4af5717a159d6b04d05da3788801c87e33ff1670116d08c","record_version_id":"9477e0b2d0b6f6be88922bad0fe248fba2f9234a64eda8bb28d5fefbf5ff706c","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"e021332791c6f732a9c0b3cd1242dcfe93d847bd45fc6a2a8d1bf75c7383d180","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"E P D 625or concurrent enrollment\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":625,\"minimum_grade\":null,\"subjects\":[\"EPD\"],\"timing\":\"prior\"},\"evidence\":\"E P D 625\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"concurrent enrollment\",\"course\":null,\"evidence\":\"concurrent enrollment\",\"id\":\"n2\",\"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_86c9b2083d81d6daf1eeb1ad","course_id":"EPD 633","catalog_version_id":"8041d8b6697cd5d5e4af5717a159d6b04d05da3788801c87e33ff1670116d08c","record_version_id":"9477e0b2d0b6f6be88922bad0fe248fba2f9234a64eda8bb28d5fefbf5ff706c","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"e021332791c6f732a9c0b3cd1242dcfe93d847bd45fc6a2a8d1bf75c7383d180","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"EPD 625\",\"field\":\"description\",\"quote\":\"Provides a physically based understanding of gas dynamics with applications to internal combustion engines.\"}],\"text\":\"Fundamental gas dynamics and thermodynamics principles for internal combustion engines\"}],\"search_phrases\":[\"engine boosting design\",\"turbocharger supercharger principles\",\"EPD 633 intake air boosting\",\"fluid dynamics thermodynamics engines\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"EPD 633\",\"field\":\"description\",\"quote\":\"Turbocharger and Supercharger design and operating principles, applications to engine system design.\"}],\"text\":\"Design and application of turbocharger and supercharger systems\"},{\"evidence\":[{\"course_id\":\"EPD 633\",\"field\":\"description\",\"quote\":\"Includes both simple, single-stage systems, and multi-stage systems (series, series-sequential, parallel-sequential).\"}],\"text\":\"Analysis of single-stage and multi-stage boosting configurations\"},{\"evidence\":[{\"course_id\":\"EPD 633\",\"field\":\"description\",\"quote\":\"Pulse conservation and exhaust gas recirculation will be addressed.\"}],\"text\":\"Application of pulse conservation and exhaust gas recirculation techniques\"},{\"evidence\":[{\"course_id\":\"EPD 633\",\"field\":\"description\",\"quote\":\"Includes advanced considerations including the Miller Cycle, turbocompounding, and e-boosting.\"}],\"text\":\"Evaluation of advanced boosting technologies like Miller Cycle and e-boosting\"}],\"summary\":{\"evidence\":[{\"course_id\":\"EPD 633\",\"field\":\"title\",\"quote\":\"ENGINE BOOSTING\"},{\"course_id\":\"EPD 633\",\"field\":\"description\",\"quote\":\"Application of fundamental fluid dynamics and thermodynamics principles to intake air boosting for internal combustion engines.\"}],\"text\":\"Application of fluid dynamics and thermodynamics to engine intake air boosting systems.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"EPD 633\",\"field\":\"description\",\"quote\":\"Turbocharger and Supercharger design and operating principles\"}],\"text\":\"Turbocharger and supercharger design principles\"},{\"evidence\":[{\"course_id\":\"EPD 633\",\"field\":\"description\",\"quote\":\"multi-stage systems (series, series-sequential, parallel-sequential)\"}],\"text\":\"Multi-stage boosting system configurations\"},{\"evidence\":[{\"course_id\":\"EPD 633\",\"field\":\"description\",\"quote\":\"Pulse conservation and exhaust gas recirculation\"}],\"text\":\"Pulse conservation and exhaust gas recirculation\"},{\"evidence\":[{\"course_id\":\"EPD 633\",\"field\":\"description\",\"quote\":\"Miller Cycle, turbocompounding, and e-boosting\"}],\"text\":\"Advanced boosting technologies\"}]}","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_86c9b2083d81d6daf1eeb1ad","course_id":"EPD 633","catalog_version_id":"8041d8b6697cd5d5e4af5717a159d6b04d05da3788801c87e33ff1670116d08c","record_version_id":"9477e0b2d0b6f6be88922bad0fe248fba2f9234a64eda8bb28d5fefbf5ff706c","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"e021332791c6f732a9c0b3cd1242dcfe93d847bd45fc6a2a8d1bf75c7383d180","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_86c9b2083d81d6daf1eeb1ad","course_id":"EPD 633","catalog_version_id":"8041d8b6697cd5d5e4af5717a159d6b04d05da3788801c87e33ff1670116d08c","record_version_id":"9477e0b2d0b6f6be88922bad0fe248fba2f9234a64eda8bb28d5fefbf5ff706c","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"d96f2a58ed9d8ca1f56b8ebc2bf06f309df23d4f973b003fdfb13758c2f33eb7","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"E P D 625or concurrent enrollment\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":625,\"minimum_grade\":null,\"subjects\":[\"EPD\"],\"timing\":\"prior\"},\"evidence\":\"E P D 625\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"concurrent enrollment\",\"course\":null,\"evidence\":\"concurrent enrollment\",\"id\":\"n2\",\"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_86c9b2083d81d6daf1eeb1ad","course_id":"EPD 633","catalog_version_id":"8041d8b6697cd5d5e4af5717a159d6b04d05da3788801c87e33ff1670116d08c","record_version_id":"9477e0b2d0b6f6be88922bad0fe248fba2f9234a64eda8bb28d5fefbf5ff706c","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"d96f2a58ed9d8ca1f56b8ebc2bf06f309df23d4f973b003fdfb13758c2f33eb7","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"EPD 625\",\"field\":\"description\",\"quote\":\"Provides a physically based understanding of gas dynamics with applications to internal combustion engines.\"}],\"text\":\"Fundamental gas dynamics and thermodynamics principles for internal combustion engines\"}],\"search_phrases\":[\"engine boosting design\",\"turbocharger supercharger principles\",\"EPD 633 intake air boosting\",\"fluid dynamics thermodynamics engines\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"EPD 633\",\"field\":\"description\",\"quote\":\"Turbocharger and Supercharger design and operating principles, applications to engine system design.\"}],\"text\":\"Design and application of turbocharger and supercharger systems\"},{\"evidence\":[{\"course_id\":\"EPD 633\",\"field\":\"description\",\"quote\":\"Includes both simple, single-stage systems, and multi-stage systems (series, series-sequential, parallel-sequential).\"}],\"text\":\"Analysis of single-stage and multi-stage boosting configurations\"},{\"evidence\":[{\"course_id\":\"EPD 633\",\"field\":\"description\",\"quote\":\"Pulse conservation and exhaust gas recirculation will be addressed.\"}],\"text\":\"Application of pulse conservation and exhaust gas recirculation techniques\"},{\"evidence\":[{\"course_id\":\"EPD 633\",\"field\":\"description\",\"quote\":\"Includes advanced considerations including the Miller Cycle, turbocompounding, and e-boosting.\"}],\"text\":\"Evaluation of advanced boosting technologies like Miller Cycle and e-boosting\"}],\"summary\":{\"evidence\":[{\"course_id\":\"EPD 633\",\"field\":\"title\",\"quote\":\"ENGINE BOOSTING\"},{\"course_id\":\"EPD 633\",\"field\":\"description\",\"quote\":\"Application of fundamental fluid dynamics and thermodynamics principles to intake air boosting for internal combustion engines.\"}],\"text\":\"Application of fluid dynamics and thermodynamics to engine intake air boosting systems.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"EPD 633\",\"field\":\"description\",\"quote\":\"Turbocharger and Supercharger design and operating principles\"}],\"text\":\"Turbocharger and supercharger design principles\"},{\"evidence\":[{\"course_id\":\"EPD 633\",\"field\":\"description\",\"quote\":\"multi-stage systems (series, series-sequential, parallel-sequential)\"}],\"text\":\"Multi-stage boosting system configurations\"},{\"evidence\":[{\"course_id\":\"EPD 633\",\"field\":\"description\",\"quote\":\"Pulse conservation and exhaust gas recirculation\"}],\"text\":\"Pulse conservation and exhaust gas recirculation\"},{\"evidence\":[{\"course_id\":\"EPD 633\",\"field\":\"description\",\"quote\":\"Miller Cycle, turbocompounding, and e-boosting\"}],\"text\":\"Advanced boosting technologies\"}]}","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_86c9b2083d81d6daf1eeb1ad","course_id":"EPD 633","catalog_version_id":"8041d8b6697cd5d5e4af5717a159d6b04d05da3788801c87e33ff1670116d08c","record_version_id":"9477e0b2d0b6f6be88922bad0fe248fba2f9234a64eda8bb28d5fefbf5ff706c","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"d96f2a58ed9d8ca1f56b8ebc2bf06f309df23d4f973b003fdfb13758c2f33eb7","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_86c9b2083d81d6daf1eeb1ad","course_id":"EPD 633","catalog_version_id":"8041d8b6697cd5d5e4af5717a159d6b04d05da3788801c87e33ff1670116d08c","record_version_id":"9477e0b2d0b6f6be88922bad0fe248fba2f9234a64eda8bb28d5fefbf5ff706c","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"01b125ccbb43cd28c217f5f773cf1d6c0a63a2208e8bc34dd07c524d22b3841b","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"E P D 625or concurrent enrollment\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":625,\"minimum_grade\":null,\"subjects\":[\"EPD\"],\"timing\":\"prior\"},\"evidence\":\"E P D 625\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"concurrent enrollment\",\"course\":null,\"evidence\":\"concurrent enrollment\",\"id\":\"n2\",\"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_86c9b2083d81d6daf1eeb1ad","course_id":"EPD 633","catalog_version_id":"8041d8b6697cd5d5e4af5717a159d6b04d05da3788801c87e33ff1670116d08c","record_version_id":"9477e0b2d0b6f6be88922bad0fe248fba2f9234a64eda8bb28d5fefbf5ff706c","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"01b125ccbb43cd28c217f5f773cf1d6c0a63a2208e8bc34dd07c524d22b3841b","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"EPD 625\",\"field\":\"description\",\"quote\":\"Provides a physically based understanding of gas dynamics with applications to internal combustion engines.\"}],\"text\":\"Fundamental gas dynamics and thermodynamics principles for internal combustion engines\"}],\"search_phrases\":[\"engine boosting design\",\"turbocharger supercharger principles\",\"EPD 633 intake air boosting\",\"fluid dynamics thermodynamics engines\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"EPD 633\",\"field\":\"description\",\"quote\":\"Turbocharger and Supercharger design and operating principles, applications to engine system design.\"}],\"text\":\"Design and application of turbocharger and supercharger systems\"},{\"evidence\":[{\"course_id\":\"EPD 633\",\"field\":\"description\",\"quote\":\"Includes both simple, single-stage systems, and multi-stage systems (series, series-sequential, parallel-sequential).\"}],\"text\":\"Analysis of single-stage and multi-stage boosting configurations\"},{\"evidence\":[{\"course_id\":\"EPD 633\",\"field\":\"description\",\"quote\":\"Pulse conservation and exhaust gas recirculation will be addressed.\"}],\"text\":\"Application of pulse conservation and exhaust gas recirculation techniques\"},{\"evidence\":[{\"course_id\":\"EPD 633\",\"field\":\"description\",\"quote\":\"Includes advanced considerations including the Miller Cycle, turbocompounding, and e-boosting.\"}],\"text\":\"Evaluation of advanced boosting technologies like Miller Cycle and e-boosting\"}],\"summary\":{\"evidence\":[{\"course_id\":\"EPD 633\",\"field\":\"title\",\"quote\":\"ENGINE BOOSTING\"},{\"course_id\":\"EPD 633\",\"field\":\"description\",\"quote\":\"Application of fundamental fluid dynamics and thermodynamics principles to intake air boosting for internal combustion engines.\"}],\"text\":\"Application of fluid dynamics and thermodynamics to engine intake air boosting systems.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"EPD 633\",\"field\":\"description\",\"quote\":\"Turbocharger and Supercharger design and operating principles\"}],\"text\":\"Turbocharger and supercharger design principles\"},{\"evidence\":[{\"course_id\":\"EPD 633\",\"field\":\"description\",\"quote\":\"multi-stage systems (series, series-sequential, parallel-sequential)\"}],\"text\":\"Multi-stage boosting system configurations\"},{\"evidence\":[{\"course_id\":\"EPD 633\",\"field\":\"description\",\"quote\":\"Pulse conservation and exhaust gas recirculation\"}],\"text\":\"Pulse conservation and exhaust gas recirculation\"},{\"evidence\":[{\"course_id\":\"EPD 633\",\"field\":\"description\",\"quote\":\"Miller Cycle, turbocompounding, and e-boosting\"}],\"text\":\"Advanced boosting technologies\"}]}","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_86c9b2083d81d6daf1eeb1ad","course_id":"EPD 633","catalog_version_id":"8041d8b6697cd5d5e4af5717a159d6b04d05da3788801c87e33ff1670116d08c","record_version_id":"9477e0b2d0b6f6be88922bad0fe248fba2f9234a64eda8bb28d5fefbf5ff706c","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"01b125ccbb43cd28c217f5f773cf1d6c0a63a2208e8bc34dd07c524d22b3841b","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_86c9b2083d81d6daf1eeb1ad","course_id":"EPD 633","catalog_version_id":"8041d8b6697cd5d5e4af5717a159d6b04d05da3788801c87e33ff1670116d08c","record_version_id":"9477e0b2d0b6f6be88922bad0fe248fba2f9234a64eda8bb28d5fefbf5ff706c","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"01b125ccbb43cd28c217f5f773cf1d6c0a63a2208e8bc34dd07c524d22b3841b","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"8ae6d70ea26adce33f3c82c942b93839e133197d4e9ac26429190151bf801919\",\"course_id\":\"EPD 633\",\"current_instructors\":[],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":false,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[],\"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}]