[{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_807efb833a21adfeffc82898","course_id":"CIVENGR 525","catalog_version_id":"ed460d59ec19279cbb24b1f28e0668c134318d5663f8af5255e3987085005f72","record_version_id":"f57805577f70b4ac760cc30ad87c584f9f6713922fe94b0e4f877aecda29b043","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"0f77edee68fb3be2f288e352ae9c598771497567059754237b084fec12c8759f","section":"requirements","status":"invalid","value_json":null,"candidate_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\",\"n3\"],\"condition\":null,\"course\":null,\"evidence\":\"Junior standing and (MATH 217 or221), graduate/professional standing, or member of Engineering Guest Students\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[\"n4\",\"n5\"],\"condition\":null,\"course\":null,\"evidence\":\"Junior standing and (MATH 217 or221)\",\"id\":\"n1\",\"kind\":\"all\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":217,\"minimum_grade\":null,\"subjects\":[\"MATH\"],\"timing\":\"prior\"},\"evidence\":\"MATH 217\",\"id\":\"n2\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":221,\"minimum_grade\":null,\"subjects\":[\"MATH\"],\"timing\":\"prior\"},\"evidence\":\"221\",\"id\":\"n3\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"Junior standing\",\"course\":null,\"evidence\":\"Junior standing\",\"id\":\"n4\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"graduate/professional standing\",\"course\":null,\"evidence\":\"graduate/professional standing\",\"id\":\"n5\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"member of Engineering Guest Students\",\"course\":null,\"evidence\":\"member of Engineering Guest Students\",\"id\":\"n6\",\"kind\":\"condition\"}],\"notes\":[\"MATH 217 is not in linked_courses; treated as verbatim condition requiring review.\"],\"root\":\"n0\",\"status\":\"needs_review\"}","error":"Unreachable nodes: n6; connect all conditions and exclusions to the root.","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_807efb833a21adfeffc82898","course_id":"CIVENGR 525","catalog_version_id":"ed460d59ec19279cbb24b1f28e0668c134318d5663f8af5255e3987085005f72","record_version_id":"f57805577f70b4ac760cc30ad87c584f9f6713922fe94b0e4f877aecda29b043","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"0f77edee68fb3be2f288e352ae9c598771497567059754237b084fec12c8759f","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"CIVENGR 525\",\"field\":\"requirements_text\",\"quote\":\"Junior standing and (MATH 217 or221)\"}],\"text\":\"Junior standing and completion of MATH 217 or MATH 221\"},{\"evidence\":[{\"course_id\":\"MATH 221\",\"field\":\"description\",\"quote\":\"Introduction to differential and integral calculus and plane analytic geometry\"}],\"text\":\"Calculus and analytic geometry\"}],\"search_phrases\":[\"infrastructure sustainability case studies\",\"climate change engineering projects\",\"water supply flood management sustainability\",\"materials recovery recycling engineering\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"CIVENGR 525\",\"field\":\"description\",\"quote\":\"Critical evaluation of the sustainability of engineering projects\"}],\"text\":\"Critical evaluation of engineering project sustainability\"},{\"evidence\":[{\"course_id\":\"CIVENGR 525\",\"field\":\"description\",\"quote\":\"considering roles as designers, citizens, and collaborators\"}],\"text\":\"Understanding roles of designers, citizens, and collaborators\"}],\"summary\":{\"evidence\":[{\"course_id\":\"CIVENGR 525\",\"field\":\"title\",\"quote\":\"CASE STUDIES EXPLORING INFRASTRUCTURE SUSTAINABILITY AND CLIMATE CHANGE\"},{\"course_id\":\"CIVENGR 525\",\"field\":\"description\",\"quote\":\"Critical evaluation of the sustainability of engineering projects, considering roles as designers, citizens, and collaborators in creating the infrastructure of the future. Consider the impact of climate change on sustainability, an urgent topic, through case studies in water supply, flood management, water quality, materials recovery and recycling, mobility, buildings and structures, and energy generation\"}],\"text\":\"CIVENGR 525 explores infrastructure sustainability and climate change through case studies in water, mobility, and energy.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"CIVENGR 525\",\"field\":\"description\",\"quote\":\"case studies in water supply, flood management, water quality, materials recovery and recycling, mobility, buildings and structures, and energy generation and distribution\"}],\"text\":\"Water supply, flood management, water quality, materials recovery, recycling, mobility, buildings, energy\"}]}","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_807efb833a21adfeffc82898","course_id":"CIVENGR 525","catalog_version_id":"ed460d59ec19279cbb24b1f28e0668c134318d5663f8af5255e3987085005f72","record_version_id":"f57805577f70b4ac760cc30ad87c584f9f6713922fe94b0e4f877aecda29b043","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"0f77edee68fb3be2f288e352ae9c598771497567059754237b084fec12c8759f","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_807efb833a21adfeffc82898","course_id":"CIVENGR 525","catalog_version_id":"ed460d59ec19279cbb24b1f28e0668c134318d5663f8af5255e3987085005f72","record_version_id":"f57805577f70b4ac760cc30ad87c584f9f6713922fe94b0e4f877aecda29b043","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"d2b6ba4a13a0465343e575073cba1b310f0778a941a442f084b1e9247e718ef8","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\",\"n3\"],\"condition\":null,\"course\":null,\"evidence\":\"Junior standing and (MATH 217 or221), graduate/professional standing, or member of Engineering Guest Students\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[\"n4\",\"n5\"],\"condition\":null,\"course\":null,\"evidence\":\"Junior standing and (MATH 217 or221)\",\"id\":\"n1\",\"kind\":\"all\"},{\"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\"},{\"children\":[],\"condition\":\"Junior standing\",\"course\":null,\"evidence\":\"Junior standing\",\"id\":\"n4\",\"kind\":\"condition\"},{\"children\":[\"n6\",\"n7\"],\"condition\":null,\"course\":null,\"evidence\":\"(MATH 217 or221)\",\"id\":\"n5\",\"kind\":\"any\"},{\"children\":[],\"condition\":\"MATH 217\",\"course\":null,\"evidence\":\"MATH 217\",\"id\":\"n6\",\"kind\":\"condition\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":221,\"minimum_grade\":null,\"subjects\":[\"MATH\"],\"timing\":\"prior\"},\"evidence\":\"221\",\"id\":\"n7\",\"kind\":\"course\"}],\"notes\":[\"MATH 217 is not in linked_courses; treated as verbatim condition requiring review.\"],\"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_807efb833a21adfeffc82898","course_id":"CIVENGR 525","catalog_version_id":"ed460d59ec19279cbb24b1f28e0668c134318d5663f8af5255e3987085005f72","record_version_id":"f57805577f70b4ac760cc30ad87c584f9f6713922fe94b0e4f877aecda29b043","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"d2b6ba4a13a0465343e575073cba1b310f0778a941a442f084b1e9247e718ef8","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"CIVENGR 525\",\"field\":\"requirements_text\",\"quote\":\"Junior standing and (MATH 217 or221)\"}],\"text\":\"Junior standing and completion of MATH 217 or MATH 221\"},{\"evidence\":[{\"course_id\":\"MATH 221\",\"field\":\"description\",\"quote\":\"Introduction to differential and integral calculus and plane analytic geometry\"}],\"text\":\"Calculus and analytic geometry\"}],\"search_phrases\":[\"infrastructure sustainability case studies\",\"climate change engineering projects\",\"water supply flood management sustainability\",\"materials recovery recycling engineering\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"CIVENGR 525\",\"field\":\"description\",\"quote\":\"Critical evaluation of the sustainability of engineering projects\"}],\"text\":\"Critical evaluation of engineering project sustainability\"},{\"evidence\":[{\"course_id\":\"CIVENGR 525\",\"field\":\"description\",\"quote\":\"considering roles as designers, citizens, and collaborators\"}],\"text\":\"Understanding roles of designers, citizens, and collaborators\"}],\"summary\":{\"evidence\":[{\"course_id\":\"CIVENGR 525\",\"field\":\"title\",\"quote\":\"CASE STUDIES EXPLORING INFRASTRUCTURE SUSTAINABILITY AND CLIMATE CHANGE\"},{\"course_id\":\"CIVENGR 525\",\"field\":\"description\",\"quote\":\"Critical evaluation of the sustainability of engineering projects, considering roles as designers, citizens, and collaborators in creating the infrastructure of the future. Consider the impact of climate change on sustainability, an urgent topic, through case studies in water supply, flood management, water quality, materials recovery and recycling, mobility, buildings and structures, and energy generation\"}],\"text\":\"CIVENGR 525 explores infrastructure sustainability and climate change through case studies in water, mobility, and energy.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"CIVENGR 525\",\"field\":\"description\",\"quote\":\"case studies in water supply, flood management, water quality, materials recovery and recycling, mobility, buildings and structures, and energy generation and distribution\"}],\"text\":\"Water supply, flood management, water quality, materials recovery, recycling, mobility, buildings, energy\"}]}","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_807efb833a21adfeffc82898","course_id":"CIVENGR 525","catalog_version_id":"ed460d59ec19279cbb24b1f28e0668c134318d5663f8af5255e3987085005f72","record_version_id":"f57805577f70b4ac760cc30ad87c584f9f6713922fe94b0e4f877aecda29b043","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"d2b6ba4a13a0465343e575073cba1b310f0778a941a442f084b1e9247e718ef8","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_807efb833a21adfeffc82898","course_id":"CIVENGR 525","catalog_version_id":"ed460d59ec19279cbb24b1f28e0668c134318d5663f8af5255e3987085005f72","record_version_id":"f57805577f70b4ac760cc30ad87c584f9f6713922fe94b0e4f877aecda29b043","job_id":"enrich-789789da373eecc1ff75f626","output_id":"5655e285d6aa638380d30191343b372ab806d8de288336abde8aa27a30111a48","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\",\"n3\"],\"condition\":null,\"course\":null,\"evidence\":\"Junior standing and (MATH 217 or221), graduate/professional standing, or member of Engineering Guest Students\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[\"n4\",\"n5\"],\"condition\":null,\"course\":null,\"evidence\":\"Junior standing and (MATH 217 or221)\",\"id\":\"n1\",\"kind\":\"all\"},{\"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\"},{\"children\":[],\"condition\":\"Junior standing\",\"course\":null,\"evidence\":\"Junior standing\",\"id\":\"n4\",\"kind\":\"condition\"},{\"children\":[\"n6\",\"n7\"],\"condition\":null,\"course\":null,\"evidence\":\"(MATH 217 or221)\",\"id\":\"n5\",\"kind\":\"any\"},{\"children\":[],\"condition\":\"MATH 217\",\"course\":null,\"evidence\":\"MATH 217\",\"id\":\"n6\",\"kind\":\"condition\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":221,\"minimum_grade\":null,\"subjects\":[\"MATH\"],\"timing\":\"prior\"},\"evidence\":\"221\",\"id\":\"n7\",\"kind\":\"course\"}],\"notes\":[\"MATH 217 is not in linked_courses; treated as verbatim condition requiring review.\"],\"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_807efb833a21adfeffc82898","course_id":"CIVENGR 525","catalog_version_id":"ed460d59ec19279cbb24b1f28e0668c134318d5663f8af5255e3987085005f72","record_version_id":"f57805577f70b4ac760cc30ad87c584f9f6713922fe94b0e4f877aecda29b043","job_id":"enrich-789789da373eecc1ff75f626","output_id":"5655e285d6aa638380d30191343b372ab806d8de288336abde8aa27a30111a48","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"CIVENGR 525\",\"field\":\"requirements_text\",\"quote\":\"Junior standing and (MATH 217 or221)\"}],\"text\":\"Junior standing and completion of MATH 217 or MATH 221\"},{\"evidence\":[{\"course_id\":\"MATH 221\",\"field\":\"description\",\"quote\":\"Introduction to differential and integral calculus and plane analytic geometry\"}],\"text\":\"Calculus and analytic geometry\"}],\"search_phrases\":[\"infrastructure sustainability case studies\",\"climate change engineering projects\",\"water supply flood management sustainability\",\"materials recovery recycling engineering\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"CIVENGR 525\",\"field\":\"description\",\"quote\":\"Critical evaluation of the sustainability of engineering projects\"}],\"text\":\"Critical evaluation of engineering project sustainability\"},{\"evidence\":[{\"course_id\":\"CIVENGR 525\",\"field\":\"description\",\"quote\":\"considering roles as designers, citizens, and collaborators\"}],\"text\":\"Understanding roles of designers, citizens, and collaborators\"}],\"summary\":{\"evidence\":[{\"course_id\":\"CIVENGR 525\",\"field\":\"title\",\"quote\":\"CASE STUDIES EXPLORING INFRASTRUCTURE SUSTAINABILITY AND CLIMATE CHANGE\"},{\"course_id\":\"CIVENGR 525\",\"field\":\"description\",\"quote\":\"Critical evaluation of the sustainability of engineering projects, considering roles as designers, citizens, and collaborators in creating the infrastructure of the future. Consider the impact of climate change on sustainability, an urgent topic, through case studies in water supply, flood management, water quality, materials recovery and recycling, mobility, buildings and structures, and energy generation\"}],\"text\":\"CIVENGR 525 explores infrastructure sustainability and climate change through case studies in water, mobility, and energy.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"CIVENGR 525\",\"field\":\"description\",\"quote\":\"case studies in water supply, flood management, water quality, materials recovery and recycling, mobility, buildings and structures, and energy generation and distribution\"}],\"text\":\"Water supply, flood management, water quality, materials recovery, recycling, mobility, buildings, energy\"}]}","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_807efb833a21adfeffc82898","course_id":"CIVENGR 525","catalog_version_id":"ed460d59ec19279cbb24b1f28e0668c134318d5663f8af5255e3987085005f72","record_version_id":"f57805577f70b4ac760cc30ad87c584f9f6713922fe94b0e4f877aecda29b043","job_id":"enrich-789789da373eecc1ff75f626","output_id":"5655e285d6aa638380d30191343b372ab806d8de288336abde8aa27a30111a48","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_807efb833a21adfeffc82898","course_id":"CIVENGR 525","catalog_version_id":"ed460d59ec19279cbb24b1f28e0668c134318d5663f8af5255e3987085005f72","record_version_id":"f57805577f70b4ac760cc30ad87c584f9f6713922fe94b0e4f877aecda29b043","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"7a27023abc855ba810b426dd00fdfa1c64a85b518c2628aa445bdf1d29c0fadb","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\",\"n3\"],\"condition\":null,\"course\":null,\"evidence\":\"Junior standing and (MATH 217 or221), graduate/professional standing, or member of Engineering Guest Students\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[\"n4\",\"n5\"],\"condition\":null,\"course\":null,\"evidence\":\"Junior standing and (MATH 217 or221)\",\"id\":\"n1\",\"kind\":\"all\"},{\"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\"},{\"children\":[],\"condition\":\"Junior standing\",\"course\":null,\"evidence\":\"Junior standing\",\"id\":\"n4\",\"kind\":\"condition\"},{\"children\":[\"n6\",\"n7\"],\"condition\":null,\"course\":null,\"evidence\":\"(MATH 217 or221)\",\"id\":\"n5\",\"kind\":\"any\"},{\"children\":[],\"condition\":\"MATH 217\",\"course\":null,\"evidence\":\"MATH 217\",\"id\":\"n6\",\"kind\":\"condition\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":221,\"minimum_grade\":null,\"subjects\":[\"MATH\"],\"timing\":\"prior\"},\"evidence\":\"221\",\"id\":\"n7\",\"kind\":\"course\"}],\"notes\":[\"MATH 217 is not in linked_courses; treated as verbatim condition requiring review.\"],\"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_807efb833a21adfeffc82898","course_id":"CIVENGR 525","catalog_version_id":"ed460d59ec19279cbb24b1f28e0668c134318d5663f8af5255e3987085005f72","record_version_id":"f57805577f70b4ac760cc30ad87c584f9f6713922fe94b0e4f877aecda29b043","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"7a27023abc855ba810b426dd00fdfa1c64a85b518c2628aa445bdf1d29c0fadb","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"CIVENGR 525\",\"field\":\"requirements_text\",\"quote\":\"Junior standing and (MATH 217 or221)\"}],\"text\":\"Junior standing and completion of MATH 217 or MATH 221\"},{\"evidence\":[{\"course_id\":\"MATH 221\",\"field\":\"description\",\"quote\":\"Introduction to differential and integral calculus and plane analytic geometry\"}],\"text\":\"Calculus and analytic geometry\"}],\"search_phrases\":[\"infrastructure sustainability case studies\",\"climate change engineering projects\",\"water supply flood management sustainability\",\"materials recovery recycling engineering\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"CIVENGR 525\",\"field\":\"description\",\"quote\":\"Critical evaluation of the sustainability of engineering projects\"}],\"text\":\"Critical evaluation of engineering project sustainability\"},{\"evidence\":[{\"course_id\":\"CIVENGR 525\",\"field\":\"description\",\"quote\":\"considering roles as designers, citizens, and collaborators\"}],\"text\":\"Understanding roles of designers, citizens, and collaborators\"}],\"summary\":{\"evidence\":[{\"course_id\":\"CIVENGR 525\",\"field\":\"title\",\"quote\":\"CASE STUDIES EXPLORING INFRASTRUCTURE SUSTAINABILITY AND CLIMATE CHANGE\"},{\"course_id\":\"CIVENGR 525\",\"field\":\"description\",\"quote\":\"Critical evaluation of the sustainability of engineering projects, considering roles as designers, citizens, and collaborators in creating the infrastructure of the future. Consider the impact of climate change on sustainability, an urgent topic, through case studies in water supply, flood management, water quality, materials recovery and recycling, mobility, buildings and structures, and energy generation\"}],\"text\":\"CIVENGR 525 explores infrastructure sustainability and climate change through case studies in water, mobility, and energy.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"CIVENGR 525\",\"field\":\"description\",\"quote\":\"case studies in water supply, flood management, water quality, materials recovery and recycling, mobility, buildings and structures, and energy generation and distribution\"}],\"text\":\"Water supply, flood management, water quality, materials recovery, recycling, mobility, buildings, energy\"}]}","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_807efb833a21adfeffc82898","course_id":"CIVENGR 525","catalog_version_id":"ed460d59ec19279cbb24b1f28e0668c134318d5663f8af5255e3987085005f72","record_version_id":"f57805577f70b4ac760cc30ad87c584f9f6713922fe94b0e4f877aecda29b043","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"7a27023abc855ba810b426dd00fdfa1c64a85b518c2628aa445bdf1d29c0fadb","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_807efb833a21adfeffc82898","course_id":"CIVENGR 525","catalog_version_id":"ed460d59ec19279cbb24b1f28e0668c134318d5663f8af5255e3987085005f72","record_version_id":"f57805577f70b4ac760cc30ad87c584f9f6713922fe94b0e4f877aecda29b043","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"7a27023abc855ba810b426dd00fdfa1c64a85b518c2628aa445bdf1d29c0fadb","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"166a5868106d5b268cbddd1fa7e519ac9ec2760703cf5acc1f69a635c269a789\",\"course_id\":\"CIVENGR 525\",\"current_instructors\":[{\"instructor_uid\":\"instructor_55cb4790c1b64211361bc46d\",\"message\":\"No course-specific reviews available\",\"name\":\"Bu Wang\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":\"rmp:2736039\",\"summary\":[{\"citations\":[{\"course_id\":\"CIVENGR 525\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"8f7c0a7c-aede-3b42-9f20-6842166a75e4\",\"source_record\":{\"entity_id\":\"8f7c0a7c-aede-3b42-9f20-6842166a75e4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2024: 3.79 GPA, 100.0% A/AB (n=14 letter grades). Includes jointly taught sections.\"}]},{\"instructor_uid\":\"instructor_7053722d3f1223fc438693db\",\"message\":\"No course-specific reviews available\",\"name\":\"Derek Hungness\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[{\"citations\":[{\"course_id\":\"CIVENGR 525\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"8f7c0a7c-aede-3b42-9f20-6842166a75e4\",\"source_record\":{\"entity_id\":\"8f7c0a7c-aede-3b42-9f20-6842166a75e4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2024: 3.79 GPA, 100.0% A/AB (n=14 letter grades). Includes jointly taught sections.\"}]},{\"instructor_uid\":\"instructor_fa4225b6888d0fe9828fbf6c\",\"message\":\"No course-specific reviews available\",\"name\":\"Robert Montgomery\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[{\"citations\":[{\"course_id\":\"CIVENGR 525\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"8f7c0a7c-aede-3b42-9f20-6842166a75e4\",\"source_record\":{\"entity_id\":\"8f7c0a7c-aede-3b42-9f20-6842166a75e4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2024: 3.79 GPA, 100.0% A/AB (n=14 letter grades). Includes jointly taught sections.\"}]}],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":true,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"course_id\":\"CIVENGR 525\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"8f7c0a7c-aede-3b42-9f20-6842166a75e4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2024: 3.79 GPA, 100.0% A/AB (n=14 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"CIVENGR 525\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"8f7c0a7c-aede-3b42-9f20-6842166a75e4\",\"source_record\":{\"entity_id\":\"8f7c0a7c-aede-3b42-9f20-6842166a75e4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"CIVENGR 525\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"8f7c0a7c-aede-3b42-9f20-6842166a75e4\",\"source_record\":{\"entity_id\":\"8f7c0a7c-aede-3b42-9f20-6842166a75e4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"}],\"text\":\"BU WANG is recorded teaching in Fall 2024. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"CIVENGR 525\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"8f7c0a7c-aede-3b42-9f20-6842166a75e4\",\"source_record\":{\"entity_id\":\"8f7c0a7c-aede-3b42-9f20-6842166a75e4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"CIVENGR 525\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"8f7c0a7c-aede-3b42-9f20-6842166a75e4\",\"source_record\":{\"entity_id\":\"8f7c0a7c-aede-3b42-9f20-6842166a75e4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"}],\"text\":\"DEREK HUNGNESS is recorded teaching in Fall 2024. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"CIVENGR 525\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"8f7c0a7c-aede-3b42-9f20-6842166a75e4\",\"source_record\":{\"entity_id\":\"8f7c0a7c-aede-3b42-9f20-6842166a75e4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"CIVENGR 525\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"8f7c0a7c-aede-3b42-9f20-6842166a75e4\",\"source_record\":{\"entity_id\":\"8f7c0a7c-aede-3b42-9f20-6842166a75e4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"}],\"text\":\"ROBERT MONTGOMERY is recorded teaching in Fall 2024. 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":true}]