[{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_1fbb9b2faa64460853a1cbc1","course_id":"CIVENGR 723","catalog_version_id":"6ae5e19a1d6993185b4e4656b811ae16f542f2e71d93ea35f2f8177b381c15fe","record_version_id":"86eb7be47955da56ccebb3e468d5212d0b959fabb7c92f4c51577d1d331a7557","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"69827f2c0828b3d611fd5f265faa71a0af588549569c45c93bc8fd84729efa69","section":"requirements","status":"invalid","value_json":null,"candidate_json":"{\"nodes\":[{\"children\":[],\"condition\":null,\"course\":null,\"evidence\":\"Graduate/professional standing\",\"id\":\"n0\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"n0\",\"status\":\"parsed\"}","error":"Non-course conditions must preserve verbatim source text","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_1fbb9b2faa64460853a1cbc1","course_id":"CIVENGR 723","catalog_version_id":"6ae5e19a1d6993185b4e4656b811ae16f542f2e71d93ea35f2f8177b381c15fe","record_version_id":"86eb7be47955da56ccebb3e468d5212d0b959fabb7c92f4c51577d1d331a7557","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"69827f2c0828b3d611fd5f265faa71a0af588549569c45c93bc8fd84729efa69","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"energy principles environmental engineering\",\"thermodynamics sustainability\",\"energy resources waste\",\"heat transfer systems\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"CIVENGR 723\",\"field\":\"description\",\"quote\":\"Principles of energy applied to environmental engineering\"}],\"text\":\"Applying energy principles to environmental engineering contexts\"},{\"evidence\":[{\"course_id\":\"CIVENGR 723\",\"field\":\"description\",\"quote\":\"energy production from waste, heat transfer, and heating and cooling of systems\"}],\"text\":\"Analyzing energy production, heat transfer, and system efficiencies\"}],\"summary\":{\"evidence\":[{\"course_id\":\"CIVENGR 723\",\"field\":\"title\",\"quote\":\"ENERGY PRINCIPLES OF ENVIRONMENTAL ENGINEERING\"},{\"course_id\":\"CIVENGR 723\",\"field\":\"description\",\"quote\":\"Principles of energy applied to environmental engineering such as energy resources, sustainability concerns, work and power, thermodynamics, system and process efficiencies\"}],\"text\":\"CIVENGR 723 covers energy principles in environmental engineering, including thermodynamics, sustainability, and system efficiencies.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"CIVENGR 723\",\"field\":\"description\",\"quote\":\"energy resources, sustainability concerns\"}],\"text\":\"Energy resources and sustainability\"},{\"evidence\":[{\"course_id\":\"CIVENGR 723\",\"field\":\"description\",\"quote\":\"work and power, thermodynamics\"}],\"text\":\"Work, power, and thermodynamics\"},{\"evidence\":[{\"course_id\":\"CIVENGR 723\",\"field\":\"description\",\"quote\":\"system and process efficiencies\"}],\"text\":\"System and process efficiencies\"},{\"evidence\":[{\"course_id\":\"CIVENGR 723\",\"field\":\"description\",\"quote\":\"energy production from waste\"}],\"text\":\"Energy production from waste\"},{\"evidence\":[{\"course_id\":\"CIVENGR 723\",\"field\":\"description\",\"quote\":\"heat transfer, and heating and cooling of systems\"}],\"text\":\"Heat transfer and heating/cooling systems\"}]}","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_1fbb9b2faa64460853a1cbc1","course_id":"CIVENGR 723","catalog_version_id":"6ae5e19a1d6993185b4e4656b811ae16f542f2e71d93ea35f2f8177b381c15fe","record_version_id":"86eb7be47955da56ccebb3e468d5212d0b959fabb7c92f4c51577d1d331a7557","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"69827f2c0828b3d611fd5f265faa71a0af588549569c45c93bc8fd84729efa69","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_1fbb9b2faa64460853a1cbc1","course_id":"CIVENGR 723","catalog_version_id":"6ae5e19a1d6993185b4e4656b811ae16f542f2e71d93ea35f2f8177b381c15fe","record_version_id":"86eb7be47955da56ccebb3e468d5212d0b959fabb7c92f4c51577d1d331a7557","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"9091c7b48b5def7fa8ef6407c1ef35006e15a71c41239dcc2f92475d1dc735b0","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Graduate/professional standing\",\"course\":null,\"evidence\":\"Graduate/professional standing\",\"id\":\"n0\",\"kind\":\"condition\"}],\"notes\":[\"Verbatim source text: Graduate/professional standing\"],\"root\":\"n0\",\"status\":\"needs_review\"}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_1fbb9b2faa64460853a1cbc1","course_id":"CIVENGR 723","catalog_version_id":"6ae5e19a1d6993185b4e4656b811ae16f542f2e71d93ea35f2f8177b381c15fe","record_version_id":"86eb7be47955da56ccebb3e468d5212d0b959fabb7c92f4c51577d1d331a7557","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"9091c7b48b5def7fa8ef6407c1ef35006e15a71c41239dcc2f92475d1dc735b0","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"energy principles environmental engineering\",\"thermodynamics sustainability\",\"energy resources waste\",\"heat transfer systems\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"CIVENGR 723\",\"field\":\"description\",\"quote\":\"Principles of energy applied to environmental engineering\"}],\"text\":\"Applying energy principles to environmental engineering contexts\"},{\"evidence\":[{\"course_id\":\"CIVENGR 723\",\"field\":\"description\",\"quote\":\"energy production from waste, heat transfer, and heating and cooling of systems\"}],\"text\":\"Analyzing energy production, heat transfer, and system efficiencies\"}],\"summary\":{\"evidence\":[{\"course_id\":\"CIVENGR 723\",\"field\":\"title\",\"quote\":\"ENERGY PRINCIPLES OF ENVIRONMENTAL ENGINEERING\"},{\"course_id\":\"CIVENGR 723\",\"field\":\"description\",\"quote\":\"Principles of energy applied to environmental engineering such as energy resources, sustainability concerns, work and power, thermodynamics, system and process efficiencies\"}],\"text\":\"CIVENGR 723 covers energy principles in environmental engineering, including thermodynamics, sustainability, and system efficiencies.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"CIVENGR 723\",\"field\":\"description\",\"quote\":\"energy resources, sustainability concerns\"}],\"text\":\"Energy resources and sustainability\"},{\"evidence\":[{\"course_id\":\"CIVENGR 723\",\"field\":\"description\",\"quote\":\"work and power, thermodynamics\"}],\"text\":\"Work, power, and thermodynamics\"},{\"evidence\":[{\"course_id\":\"CIVENGR 723\",\"field\":\"description\",\"quote\":\"system and process efficiencies\"}],\"text\":\"System and process efficiencies\"},{\"evidence\":[{\"course_id\":\"CIVENGR 723\",\"field\":\"description\",\"quote\":\"energy production from waste\"}],\"text\":\"Energy production from waste\"},{\"evidence\":[{\"course_id\":\"CIVENGR 723\",\"field\":\"description\",\"quote\":\"heat transfer, and heating and cooling of systems\"}],\"text\":\"Heat transfer and heating/cooling systems\"}]}","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_1fbb9b2faa64460853a1cbc1","course_id":"CIVENGR 723","catalog_version_id":"6ae5e19a1d6993185b4e4656b811ae16f542f2e71d93ea35f2f8177b381c15fe","record_version_id":"86eb7be47955da56ccebb3e468d5212d0b959fabb7c92f4c51577d1d331a7557","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"9091c7b48b5def7fa8ef6407c1ef35006e15a71c41239dcc2f92475d1dc735b0","section":"student_experience","status":"insufficient_evidence","value_json":"{\"status\":\"insufficient_evidence\",\"themes\":[]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_1fbb9b2faa64460853a1cbc1","course_id":"CIVENGR 723","catalog_version_id":"6ae5e19a1d6993185b4e4656b811ae16f542f2e71d93ea35f2f8177b381c15fe","record_version_id":"86eb7be47955da56ccebb3e468d5212d0b959fabb7c92f4c51577d1d331a7557","job_id":"enrich-789789da373eecc1ff75f626","output_id":"6d93723c527c87e0fa2c983c5598ebab1e5980368fc249ba911a397f704534ee","section":"requirements","status":"invalid","value_json":null,"candidate_json":"{\"nodes\":[{\"children\":[],\"condition\":null,\"course\":null,\"evidence\":\"Graduate/professional standing\",\"id\":\"n0\",\"kind\":\"condition\"}],\"notes\":[\"Verbatim source text: Graduate/professional standing\"],\"root\":\"n0\",\"status\":\"needs_review\"}","error":"Non-course conditions must preserve verbatim source text","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_1fbb9b2faa64460853a1cbc1","course_id":"CIVENGR 723","catalog_version_id":"6ae5e19a1d6993185b4e4656b811ae16f542f2e71d93ea35f2f8177b381c15fe","record_version_id":"86eb7be47955da56ccebb3e468d5212d0b959fabb7c92f4c51577d1d331a7557","job_id":"enrich-789789da373eecc1ff75f626","output_id":"6d93723c527c87e0fa2c983c5598ebab1e5980368fc249ba911a397f704534ee","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"energy principles environmental engineering\",\"thermodynamics sustainability\",\"energy resources waste\",\"heat transfer systems\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"CIVENGR 723\",\"field\":\"description\",\"quote\":\"Principles of energy applied to environmental engineering\"}],\"text\":\"Applying energy principles to environmental engineering contexts\"},{\"evidence\":[{\"course_id\":\"CIVENGR 723\",\"field\":\"description\",\"quote\":\"energy production from waste, heat transfer, and heating and cooling of systems\"}],\"text\":\"Analyzing energy production, heat transfer, and system efficiencies\"}],\"summary\":{\"evidence\":[{\"course_id\":\"CIVENGR 723\",\"field\":\"title\",\"quote\":\"ENERGY PRINCIPLES OF ENVIRONMENTAL ENGINEERING\"},{\"course_id\":\"CIVENGR 723\",\"field\":\"description\",\"quote\":\"Principles of energy applied to environmental engineering such as energy resources, sustainability concerns, work and power, thermodynamics, system and process efficiencies\"}],\"text\":\"CIVENGR 723 covers energy principles in environmental engineering, including thermodynamics, sustainability, and system efficiencies.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"CIVENGR 723\",\"field\":\"description\",\"quote\":\"energy resources, sustainability concerns\"}],\"text\":\"Energy resources and sustainability\"},{\"evidence\":[{\"course_id\":\"CIVENGR 723\",\"field\":\"description\",\"quote\":\"work and power, thermodynamics\"}],\"text\":\"Work, power, and thermodynamics\"},{\"evidence\":[{\"course_id\":\"CIVENGR 723\",\"field\":\"description\",\"quote\":\"system and process efficiencies\"}],\"text\":\"System and process efficiencies\"},{\"evidence\":[{\"course_id\":\"CIVENGR 723\",\"field\":\"description\",\"quote\":\"energy production from waste\"}],\"text\":\"Energy production from waste\"},{\"evidence\":[{\"course_id\":\"CIVENGR 723\",\"field\":\"description\",\"quote\":\"heat transfer, and heating and cooling of systems\"}],\"text\":\"Heat transfer and heating/cooling systems\"}]}","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_1fbb9b2faa64460853a1cbc1","course_id":"CIVENGR 723","catalog_version_id":"6ae5e19a1d6993185b4e4656b811ae16f542f2e71d93ea35f2f8177b381c15fe","record_version_id":"86eb7be47955da56ccebb3e468d5212d0b959fabb7c92f4c51577d1d331a7557","job_id":"enrich-789789da373eecc1ff75f626","output_id":"6d93723c527c87e0fa2c983c5598ebab1e5980368fc249ba911a397f704534ee","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_1fbb9b2faa64460853a1cbc1","course_id":"CIVENGR 723","catalog_version_id":"6ae5e19a1d6993185b4e4656b811ae16f542f2e71d93ea35f2f8177b381c15fe","record_version_id":"86eb7be47955da56ccebb3e468d5212d0b959fabb7c92f4c51577d1d331a7557","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"b751dd682fcb2f06e7e56558c18d0496f375209acf696d49a69bc197457c0375","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Graduate/professional standing\",\"course\":null,\"evidence\":\"Graduate/professional standing\",\"id\":\"n0\",\"kind\":\"condition\"}],\"notes\":[\"Verbatim source text: Graduate/professional standing\"],\"root\":\"n0\",\"status\":\"needs_review\"}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_1fbb9b2faa64460853a1cbc1","course_id":"CIVENGR 723","catalog_version_id":"6ae5e19a1d6993185b4e4656b811ae16f542f2e71d93ea35f2f8177b381c15fe","record_version_id":"86eb7be47955da56ccebb3e468d5212d0b959fabb7c92f4c51577d1d331a7557","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"b751dd682fcb2f06e7e56558c18d0496f375209acf696d49a69bc197457c0375","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"energy principles environmental engineering\",\"thermodynamics sustainability\",\"energy resources waste\",\"heat transfer systems\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"CIVENGR 723\",\"field\":\"description\",\"quote\":\"Principles of energy applied to environmental engineering\"}],\"text\":\"Applying energy principles to environmental engineering contexts\"},{\"evidence\":[{\"course_id\":\"CIVENGR 723\",\"field\":\"description\",\"quote\":\"energy production from waste, heat transfer, and heating and cooling of systems\"}],\"text\":\"Analyzing energy production, heat transfer, and system efficiencies\"}],\"summary\":{\"evidence\":[{\"course_id\":\"CIVENGR 723\",\"field\":\"title\",\"quote\":\"ENERGY PRINCIPLES OF ENVIRONMENTAL ENGINEERING\"},{\"course_id\":\"CIVENGR 723\",\"field\":\"description\",\"quote\":\"Principles of energy applied to environmental engineering such as energy resources, sustainability concerns, work and power, thermodynamics, system and process efficiencies\"}],\"text\":\"CIVENGR 723 covers energy principles in environmental engineering, including thermodynamics, sustainability, and system efficiencies.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"CIVENGR 723\",\"field\":\"description\",\"quote\":\"energy resources, sustainability concerns\"}],\"text\":\"Energy resources and sustainability\"},{\"evidence\":[{\"course_id\":\"CIVENGR 723\",\"field\":\"description\",\"quote\":\"work and power, thermodynamics\"}],\"text\":\"Work, power, and thermodynamics\"},{\"evidence\":[{\"course_id\":\"CIVENGR 723\",\"field\":\"description\",\"quote\":\"system and process efficiencies\"}],\"text\":\"System and process efficiencies\"},{\"evidence\":[{\"course_id\":\"CIVENGR 723\",\"field\":\"description\",\"quote\":\"energy production from waste\"}],\"text\":\"Energy production from waste\"},{\"evidence\":[{\"course_id\":\"CIVENGR 723\",\"field\":\"description\",\"quote\":\"heat transfer, and heating and cooling of systems\"}],\"text\":\"Heat transfer and heating/cooling systems\"}]}","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_1fbb9b2faa64460853a1cbc1","course_id":"CIVENGR 723","catalog_version_id":"6ae5e19a1d6993185b4e4656b811ae16f542f2e71d93ea35f2f8177b381c15fe","record_version_id":"86eb7be47955da56ccebb3e468d5212d0b959fabb7c92f4c51577d1d331a7557","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"b751dd682fcb2f06e7e56558c18d0496f375209acf696d49a69bc197457c0375","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_1fbb9b2faa64460853a1cbc1","course_id":"CIVENGR 723","catalog_version_id":"6ae5e19a1d6993185b4e4656b811ae16f542f2e71d93ea35f2f8177b381c15fe","record_version_id":"86eb7be47955da56ccebb3e468d5212d0b959fabb7c92f4c51577d1d331a7557","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"b751dd682fcb2f06e7e56558c18d0496f375209acf696d49a69bc197457c0375","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"4efd0500bde089a23a91fa0deba337b82164112d0e2595bb0018142408033c38\",\"course_id\":\"CIVENGR 723\",\"current_instructors\":[{\"instructor_uid\":\"instructor_4382cff7fd5de9d57a78d02b\",\"message\":\"No course-specific reviews available\",\"name\":\"Jeff Starke\",\"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\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"course_id\":\"CIVENGR 723\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"83e02ec0-7c9a-3ac8-a291-9ee846cb598e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"CIVENGR 723\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"83e02ec0-7c9a-3ac8-a291-9ee846cb598e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"CIVENGR 723\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"83e02ec0-7c9a-3ac8-a291-9ee846cb598e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2020: 3.92 GPA, 100.0% A/AB (n=13 letter grades); Fall 2022: 3.85 GPA, 90.0% A/AB (n=10 letter grades); Fall 2024: 3.88 GPA, 94.1% A/AB (n=17 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},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_1fbb9b2faa64460853a1cbc1","course_id":"CIVENGR 723","catalog_version_id":"6ae5e19a1d6993185b4e4656b811ae16f542f2e71d93ea35f2f8177b381c15fe","record_version_id":"86eb7be47955da56ccebb3e468d5212d0b959fabb7c92f4c51577d1d331a7557","job_id":"enrich-dab8f6acaa72f26086773521","output_id":"0b306961168683e398da7cad70cfc07131d8016c0fa6cf94cdac42ddef9b6614","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Graduate/professional standing\",\"course\":null,\"evidence\":\"Graduate/professional standing\",\"id\":\"n0\",\"kind\":\"condition\"}],\"notes\":[\"Verbatim source text: Graduate/professional standing\"],\"root\":\"n0\",\"status\":\"needs_review\"}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_1fbb9b2faa64460853a1cbc1","course_id":"CIVENGR 723","catalog_version_id":"6ae5e19a1d6993185b4e4656b811ae16f542f2e71d93ea35f2f8177b381c15fe","record_version_id":"86eb7be47955da56ccebb3e468d5212d0b959fabb7c92f4c51577d1d331a7557","job_id":"enrich-dab8f6acaa72f26086773521","output_id":"0b306961168683e398da7cad70cfc07131d8016c0fa6cf94cdac42ddef9b6614","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"energy principles environmental engineering\",\"thermodynamics sustainability\",\"energy resources waste\",\"heat transfer systems\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"CIVENGR 723\",\"field\":\"description\",\"quote\":\"Principles of energy applied to environmental engineering\"}],\"text\":\"Applying energy principles to environmental engineering contexts\"},{\"evidence\":[{\"course_id\":\"CIVENGR 723\",\"field\":\"description\",\"quote\":\"energy production from waste, heat transfer, and heating and cooling of systems\"}],\"text\":\"Analyzing energy production, heat transfer, and system efficiencies\"}],\"summary\":{\"evidence\":[{\"course_id\":\"CIVENGR 723\",\"field\":\"title\",\"quote\":\"ENERGY PRINCIPLES OF ENVIRONMENTAL ENGINEERING\"},{\"course_id\":\"CIVENGR 723\",\"field\":\"description\",\"quote\":\"Principles of energy applied to environmental engineering such as energy resources, sustainability concerns, work and power, thermodynamics, system and process efficiencies\"}],\"text\":\"CIVENGR 723 covers energy principles in environmental engineering, including thermodynamics, sustainability, and system efficiencies.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"CIVENGR 723\",\"field\":\"description\",\"quote\":\"energy resources, sustainability concerns\"}],\"text\":\"Energy resources and sustainability\"},{\"evidence\":[{\"course_id\":\"CIVENGR 723\",\"field\":\"description\",\"quote\":\"work and power, thermodynamics\"}],\"text\":\"Work, power, and thermodynamics\"},{\"evidence\":[{\"course_id\":\"CIVENGR 723\",\"field\":\"description\",\"quote\":\"system and process efficiencies\"}],\"text\":\"System and process efficiencies\"},{\"evidence\":[{\"course_id\":\"CIVENGR 723\",\"field\":\"description\",\"quote\":\"energy production from waste\"}],\"text\":\"Energy production from waste\"},{\"evidence\":[{\"course_id\":\"CIVENGR 723\",\"field\":\"description\",\"quote\":\"heat transfer, and heating and cooling of systems\"}],\"text\":\"Heat transfer and heating/cooling systems\"}]}","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_1fbb9b2faa64460853a1cbc1","course_id":"CIVENGR 723","catalog_version_id":"6ae5e19a1d6993185b4e4656b811ae16f542f2e71d93ea35f2f8177b381c15fe","record_version_id":"86eb7be47955da56ccebb3e468d5212d0b959fabb7c92f4c51577d1d331a7557","job_id":"enrich-dab8f6acaa72f26086773521","output_id":"0b306961168683e398da7cad70cfc07131d8016c0fa6cf94cdac42ddef9b6614","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}]