[{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_6b0aa3e68464fc0a1eaae52d","course_id":"DS 641","catalog_version_id":"11603ae38d719a4e7a808eb4ddc5487d16d0f0c04ef9dcd63160a338c1b46fff","record_version_id":"c97e4c0e08a0cae08935090c4c214538c44b2c958b751973f3339753fbb14bfe","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"3b1b2337656a7ffb21e55d3178cd75616923008bef77167557e64bb98a7ee2a2","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Graduate/professional standing\",\"course\":null,\"evidence\":\"Graduate/professional standing\",\"id\":\"n0\",\"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_6b0aa3e68464fc0a1eaae52d","course_id":"DS 641","catalog_version_id":"11603ae38d719a4e7a808eb4ddc5487d16d0f0c04ef9dcd63160a338c1b46fff","record_version_id":"c97e4c0e08a0cae08935090c4c214538c44b2c958b751973f3339753fbb14bfe","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"3b1b2337656a7ffb21e55d3178cd75616923008bef77167557e64bb98a7ee2a2","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"design thinking graduate\",\"human-centered problem solving\",\"empathetic design DS 641\",\"complex problems design\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"DS 641\",\"field\":\"description\",\"quote\":\"Utilizes advanced design thinking techniques to enhance creative analysis and problem solving\"}],\"text\":\"Advanced design thinking techniques\"},{\"evidence\":[{\"course_id\":\"DS 641\",\"field\":\"description\",\"quote\":\"help solve complex and persistent problems\"}],\"text\":\"Solving complex and persistent problems\"},{\"evidence\":[{\"course_id\":\"DS 641\",\"field\":\"description\",\"quote\":\"address real-word problems with real-world constraints\"}],\"text\":\"Addressing real-world problems with constraints\"}],\"summary\":{\"evidence\":[{\"course_id\":\"DS 641\",\"field\":\"title\",\"quote\":\"ADVANCED DESIGN THINKING FOR TRANSFORMATION\"},{\"course_id\":\"DS 641\",\"field\":\"description\",\"quote\":\"An empathetic, human-centered perspective that uses Design Thinking and draws from historical precedence and current research from a variety of fields to help solve complex and persistent problems\"}],\"text\":\"DS 641 teaches advanced design thinking and human-centered problem solving to address complex real-world issues.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"DS 641\",\"field\":\"description\",\"quote\":\"uses Design Thinking\"}],\"text\":\"Design Thinking\"},{\"evidence\":[{\"course_id\":\"DS 641\",\"field\":\"description\",\"quote\":\"human-centered perspective\"}],\"text\":\"Human-centered design\"},{\"evidence\":[{\"course_id\":\"DS 641\",\"field\":\"description\",\"quote\":\"historical precedence and current research\"}],\"text\":\"Historical and research context\"},{\"evidence\":[{\"course_id\":\"DS 641\",\"field\":\"description\",\"quote\":\"student mental health awareness and lack of clean drinking water\"}],\"text\":\"Social and community issues\"}]}","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_6b0aa3e68464fc0a1eaae52d","course_id":"DS 641","catalog_version_id":"11603ae38d719a4e7a808eb4ddc5487d16d0f0c04ef9dcd63160a338c1b46fff","record_version_id":"c97e4c0e08a0cae08935090c4c214538c44b2c958b751973f3339753fbb14bfe","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"3b1b2337656a7ffb21e55d3178cd75616923008bef77167557e64bb98a7ee2a2","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_6b0aa3e68464fc0a1eaae52d","course_id":"DS 641","catalog_version_id":"11603ae38d719a4e7a808eb4ddc5487d16d0f0c04ef9dcd63160a338c1b46fff","record_version_id":"c97e4c0e08a0cae08935090c4c214538c44b2c958b751973f3339753fbb14bfe","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"03036954c5563dbbc0f68226d81ea506e2b2048042fdf4a254c88b9fe236d5a7","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Graduate/professional standing\",\"course\":null,\"evidence\":\"Graduate/professional standing\",\"id\":\"n0\",\"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_6b0aa3e68464fc0a1eaae52d","course_id":"DS 641","catalog_version_id":"11603ae38d719a4e7a808eb4ddc5487d16d0f0c04ef9dcd63160a338c1b46fff","record_version_id":"c97e4c0e08a0cae08935090c4c214538c44b2c958b751973f3339753fbb14bfe","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"03036954c5563dbbc0f68226d81ea506e2b2048042fdf4a254c88b9fe236d5a7","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"design thinking graduate\",\"human-centered problem solving\",\"empathetic design DS 641\",\"complex problems design\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"DS 641\",\"field\":\"description\",\"quote\":\"Utilizes advanced design thinking techniques to enhance creative analysis and problem solving\"}],\"text\":\"Advanced design thinking techniques\"},{\"evidence\":[{\"course_id\":\"DS 641\",\"field\":\"description\",\"quote\":\"help solve complex and persistent problems\"}],\"text\":\"Solving complex and persistent problems\"},{\"evidence\":[{\"course_id\":\"DS 641\",\"field\":\"description\",\"quote\":\"address real-word problems with real-world constraints\"}],\"text\":\"Addressing real-world problems with constraints\"}],\"summary\":{\"evidence\":[{\"course_id\":\"DS 641\",\"field\":\"title\",\"quote\":\"ADVANCED DESIGN THINKING FOR TRANSFORMATION\"},{\"course_id\":\"DS 641\",\"field\":\"description\",\"quote\":\"An empathetic, human-centered perspective that uses Design Thinking and draws from historical precedence and current research from a variety of fields to help solve complex and persistent problems\"}],\"text\":\"DS 641 teaches advanced design thinking and human-centered problem solving to address complex real-world issues.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"DS 641\",\"field\":\"description\",\"quote\":\"uses Design Thinking\"}],\"text\":\"Design Thinking\"},{\"evidence\":[{\"course_id\":\"DS 641\",\"field\":\"description\",\"quote\":\"human-centered perspective\"}],\"text\":\"Human-centered design\"},{\"evidence\":[{\"course_id\":\"DS 641\",\"field\":\"description\",\"quote\":\"historical precedence and current research\"}],\"text\":\"Historical and research context\"},{\"evidence\":[{\"course_id\":\"DS 641\",\"field\":\"description\",\"quote\":\"student mental health awareness and lack of clean drinking water\"}],\"text\":\"Social and community issues\"}]}","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_6b0aa3e68464fc0a1eaae52d","course_id":"DS 641","catalog_version_id":"11603ae38d719a4e7a808eb4ddc5487d16d0f0c04ef9dcd63160a338c1b46fff","record_version_id":"c97e4c0e08a0cae08935090c4c214538c44b2c958b751973f3339753fbb14bfe","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"03036954c5563dbbc0f68226d81ea506e2b2048042fdf4a254c88b9fe236d5a7","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_6b0aa3e68464fc0a1eaae52d","course_id":"DS 641","catalog_version_id":"11603ae38d719a4e7a808eb4ddc5487d16d0f0c04ef9dcd63160a338c1b46fff","record_version_id":"c97e4c0e08a0cae08935090c4c214538c44b2c958b751973f3339753fbb14bfe","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"61694b9de7091a5b91023074a7ceca1a602376358e582f81f81d13324ee8245a","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Graduate/professional standing\",\"course\":null,\"evidence\":\"Graduate/professional standing\",\"id\":\"n0\",\"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_6b0aa3e68464fc0a1eaae52d","course_id":"DS 641","catalog_version_id":"11603ae38d719a4e7a808eb4ddc5487d16d0f0c04ef9dcd63160a338c1b46fff","record_version_id":"c97e4c0e08a0cae08935090c4c214538c44b2c958b751973f3339753fbb14bfe","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"61694b9de7091a5b91023074a7ceca1a602376358e582f81f81d13324ee8245a","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"design thinking graduate\",\"human-centered problem solving\",\"empathetic design DS 641\",\"complex problems design\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"DS 641\",\"field\":\"description\",\"quote\":\"Utilizes advanced design thinking techniques to enhance creative analysis and problem solving\"}],\"text\":\"Advanced design thinking techniques\"},{\"evidence\":[{\"course_id\":\"DS 641\",\"field\":\"description\",\"quote\":\"help solve complex and persistent problems\"}],\"text\":\"Solving complex and persistent problems\"},{\"evidence\":[{\"course_id\":\"DS 641\",\"field\":\"description\",\"quote\":\"address real-word problems with real-world constraints\"}],\"text\":\"Addressing real-world problems with constraints\"}],\"summary\":{\"evidence\":[{\"course_id\":\"DS 641\",\"field\":\"title\",\"quote\":\"ADVANCED DESIGN THINKING FOR TRANSFORMATION\"},{\"course_id\":\"DS 641\",\"field\":\"description\",\"quote\":\"An empathetic, human-centered perspective that uses Design Thinking and draws from historical precedence and current research from a variety of fields to help solve complex and persistent problems\"}],\"text\":\"DS 641 teaches advanced design thinking and human-centered problem solving to address complex real-world issues.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"DS 641\",\"field\":\"description\",\"quote\":\"uses Design Thinking\"}],\"text\":\"Design Thinking\"},{\"evidence\":[{\"course_id\":\"DS 641\",\"field\":\"description\",\"quote\":\"human-centered perspective\"}],\"text\":\"Human-centered design\"},{\"evidence\":[{\"course_id\":\"DS 641\",\"field\":\"description\",\"quote\":\"historical precedence and current research\"}],\"text\":\"Historical and research context\"},{\"evidence\":[{\"course_id\":\"DS 641\",\"field\":\"description\",\"quote\":\"student mental health awareness and lack of clean drinking water\"}],\"text\":\"Social and community issues\"}]}","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_6b0aa3e68464fc0a1eaae52d","course_id":"DS 641","catalog_version_id":"11603ae38d719a4e7a808eb4ddc5487d16d0f0c04ef9dcd63160a338c1b46fff","record_version_id":"c97e4c0e08a0cae08935090c4c214538c44b2c958b751973f3339753fbb14bfe","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"61694b9de7091a5b91023074a7ceca1a602376358e582f81f81d13324ee8245a","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_6b0aa3e68464fc0a1eaae52d","course_id":"DS 641","catalog_version_id":"11603ae38d719a4e7a808eb4ddc5487d16d0f0c04ef9dcd63160a338c1b46fff","record_version_id":"c97e4c0e08a0cae08935090c4c214538c44b2c958b751973f3339753fbb14bfe","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"61694b9de7091a5b91023074a7ceca1a602376358e582f81f81d13324ee8245a","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"23f4537c6842724999a5384408284c78a91b18ba03f3c7d4b67c75624105bd36\",\"course_id\":\"DS 641\",\"current_instructors\":[{\"instructor_uid\":\"instructor_96a1c46a1ec9a1d208167e4c\",\"message\":\"No course-specific reviews available\",\"name\":\"Emily Stover\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[{\"citations\":[{\"course_id\":\"DS 641\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e0848cd1-ec89-3412-9282-828c51c0f7f9\",\"source_record\":{\"entity_id\":\"e0848cd1-ec89-3412-9282-828c51c0f7f9\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2025: 4.00 GPA, 100.0% A/AB (n=16 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\":\"DS 641\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"e0848cd1-ec89-3412-9282-828c51c0f7f9\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"DS 641\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"e0848cd1-ec89-3412-9282-828c51c0f7f9\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"DS 641\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"e0848cd1-ec89-3412-9282-828c51c0f7f9\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2023: 3.94 GPA, 100.0% A/AB (n=24 letter grades); Fall 2024: 3.91 GPA, 94.1% A/AB (n=17 letter grades); Fall 2025: 4.00 GPA, 100.0% A/AB (n=16 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"DS 641\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e0848cd1-ec89-3412-9282-828c51c0f7f9\",\"source_record\":{\"entity_id\":\"e0848cd1-ec89-3412-9282-828c51c0f7f9\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"EMILY STOVER is recorded teaching in 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":true}]