[{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_ce2ef9753eaa4c01bc7daa6f","course_id":"DS 241","catalog_version_id":"8e3a2d4834ab67053128213b77a1736fc1ededd9ba21bd11ad8364af019d994a","record_version_id":"cd28aab4e6f07c26cb5c22bec1e6a31b0c2858b327367b461466801ab1b44097","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"cf4810dd98ee4afa05a0dd54052e301c013fb8287270efafa480f6cbb739ed74","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Declared in Interior Architecture BS\",\"course\":null,\"evidence\":\"Declared in Interior Architecture BS\",\"id\":\"req-1\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"req-1\",\"status\":\"parsed\"}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":true},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_ce2ef9753eaa4c01bc7daa6f","course_id":"DS 241","catalog_version_id":"8e3a2d4834ab67053128213b77a1736fc1ededd9ba21bd11ad8364af019d994a","record_version_id":"cd28aab4e6f07c26cb5c22bec1e6a31b0c2858b327367b461466801ab1b44097","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"cf4810dd98ee4afa05a0dd54052e301c013fb8287270efafa480f6cbb739ed74","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[],\"assumed_background\":[],\"search_phrases\":[\"visual communication design\",\"design process communication\",\"manual and digital design tools\",\"creative design thinking\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"DS 241\",\"field\":\"description\",\"quote\":\"Focuses on the basic concepts, methods and materials used for communicating ideas during the design process.\",\"source_url\":\"https://guide.wisc.edu/courses/ds/\"}],\"text\":\"Communicating ideas during the design process using basic concepts, methods, and materials.\"},{\"evidence\":[{\"course_id\":\"DS 241\",\"field\":\"description\",\"quote\":\"Emphasizes creating visually driven experiences, with the goal of providing the tools to integrate traditional manual approaches with up-to-the-minute digital approaches\",\"source_url\":\"https://guide.wisc.edu/courses/ds/\"}],\"text\":\"Creating visually driven experiences by integrating traditional manual and digital approaches.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"DS 241\",\"field\":\"title\",\"quote\":\"VISUAL COMMUNICATION I\",\"source_url\":\"https://guide.wisc.edu/courses/ds/\"},{\"course_id\":\"DS 241\",\"field\":\"description\",\"quote\":\"Focuses on the basic concepts, methods and materials used for communicating ideas during the design process. Emphasizes creating visually driven experiences, with the goal of providing the tools to integrate traditional manual approaches with up-to-the-minute digital approaches, all within the context of creative design thinking.\",\"source_url\":\"https://guide.wisc.edu/courses/ds/\"}],\"text\":\"Visual Communication I covers basic concepts and methods for communicating ideas in design, emphasizing visually driven experiences that integrate manual and digital approaches within creative design thinking.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"DS 241\",\"field\":\"description\",\"quote\":\"basic concepts, methods and materials used for communicating ideas during the design process\",\"source_url\":\"https://guide.wisc.edu/courses/ds/\"}],\"text\":\"Basic concepts, methods, and materials for communicating ideas during the design process.\"},{\"evidence\":[{\"course_id\":\"DS 241\",\"field\":\"description\",\"quote\":\"creating visually driven experiences\",\"source_url\":\"https://guide.wisc.edu/courses/ds/\"}],\"text\":\"Creating visually driven experiences.\"},{\"evidence\":[{\"course_id\":\"DS 241\",\"field\":\"description\",\"quote\":\"integrate traditional manual approaches with up-to-the-minute digital approaches\",\"source_url\":\"https://guide.wisc.edu/courses/ds/\"}],\"text\":\"Integrating traditional manual approaches with digital approaches.\"},{\"evidence\":[{\"course_id\":\"DS 241\",\"field\":\"description\",\"quote\":\"creative design thinking\",\"source_url\":\"https://guide.wisc.edu/courses/ds/\"}],\"text\":\"Creative design thinking.\"}]}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":true},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_ce2ef9753eaa4c01bc7daa6f","course_id":"DS 241","catalog_version_id":"8e3a2d4834ab67053128213b77a1736fc1ededd9ba21bd11ad8364af019d994a","record_version_id":"cd28aab4e6f07c26cb5c22bec1e6a31b0c2858b327367b461466801ab1b44097","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"cf4810dd98ee4afa05a0dd54052e301c013fb8287270efafa480f6cbb739ed74","section":"student_experience","status":"insufficient_evidence","value_json":"{\"status\":\"insufficient_evidence\",\"themes\":[]}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":true},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_ce2ef9753eaa4c01bc7daa6f","course_id":"DS 241","catalog_version_id":"8e3a2d4834ab67053128213b77a1736fc1ededd9ba21bd11ad8364af019d994a","record_version_id":"cd28aab4e6f07c26cb5c22bec1e6a31b0c2858b327367b461466801ab1b44097","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"cf4810dd98ee4afa05a0dd54052e301c013fb8287270efafa480f6cbb739ed74","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"ab2b51eb7a64f192cba4e00b9ee68203b1c37afc64c9ea912789a8253b19e242\",\"course_id\":\"DS 241\",\"current_instructors\":[],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":false,\"profile_hash\":\"3f5110430805ccdd533c0c072df62d68a8a5f5441c4530bbdb15d419a199a09c\",\"quick_take\":[{\"citations\":[{\"course_id\":\"DS 241\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"55e98654-5630-33a3-98a9-be0dcb383b18\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"DS 241\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"55e98654-5630-33a3-98a9-be0dcb383b18\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"DS 241\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"55e98654-5630-33a3-98a9-be0dcb383b18\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2023: 3.91 GPA, 96.9% A/AB (n=32 letter grades); Fall 2024: 3.92 GPA, 96.8% A/AB (n=31 letter grades); Fall 2025: 3.94 GPA, 97.0% A/AB (n=33 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"9dea82ef7f2113a5605c1c6030c4f9b19967eb742cc93a78268fb92357d29f5c\",\"teaching_history\":[],\"term_id\":\"1274\",\"term_name\":\"2027 Sprng\",\"version\":3}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":true},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_ce2ef9753eaa4c01bc7daa6f","course_id":"DS 241","catalog_version_id":"8e3a2d4834ab67053128213b77a1736fc1ededd9ba21bd11ad8364af019d994a","record_version_id":"7e81d9ff791ecae6ed49310ce0861882d5cf7b2728227dc25629d1cafc2a5f29","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"fb714dac15d265351d6d6e14be0eea1d117820337ecfbacc235ef2fd8926c12a","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Declared in Interior Architecture BS\",\"course\":null,\"evidence\":\"Declared in Interior Architecture BS\",\"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_ce2ef9753eaa4c01bc7daa6f","course_id":"DS 241","catalog_version_id":"8e3a2d4834ab67053128213b77a1736fc1ededd9ba21bd11ad8364af019d994a","record_version_id":"7e81d9ff791ecae6ed49310ce0861882d5cf7b2728227dc25629d1cafc2a5f29","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"fb714dac15d265351d6d6e14be0eea1d117820337ecfbacc235ef2fd8926c12a","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"visual communication design\",\"design thinking\",\"visual experiences\",\"manual and digital design\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"DS 241\",\"field\":\"description\",\"quote\":\"communicating ideas during the design process\"}],\"text\":\"Communicating design ideas\"},{\"evidence\":[{\"course_id\":\"DS 241\",\"field\":\"description\",\"quote\":\"creating visually driven experiences\"}],\"text\":\"Creating visually driven experiences\"},{\"evidence\":[{\"course_id\":\"DS 241\",\"field\":\"description\",\"quote\":\"integrate traditional manual approaches with up-to-the-minute digital approaches\"}],\"text\":\"Integrating manual and digital design approaches\"}],\"summary\":{\"evidence\":[{\"course_id\":\"DS 241\",\"field\":\"title\",\"quote\":\"VISUAL COMMUNICATION I\"},{\"course_id\":\"DS 241\",\"field\":\"description\",\"quote\":\"Focuses on the basic concepts, methods and materials used for communicating ideas during the design process\"}],\"text\":\"DS 241 VISUAL COMMUNICATION I teaches basic concepts and methods for communicating ideas through visual design, integrating manual and digital approaches.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"DS 241\",\"field\":\"description\",\"quote\":\"basic concepts, methods and materials used for communicating ideas\"}],\"text\":\"Communication concepts and materials\"},{\"evidence\":[{\"course_id\":\"DS 241\",\"field\":\"description\",\"quote\":\"creative design thinking\"}],\"text\":\"Creative design thinking\"}]}","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_ce2ef9753eaa4c01bc7daa6f","course_id":"DS 241","catalog_version_id":"8e3a2d4834ab67053128213b77a1736fc1ededd9ba21bd11ad8364af019d994a","record_version_id":"7e81d9ff791ecae6ed49310ce0861882d5cf7b2728227dc25629d1cafc2a5f29","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"fb714dac15d265351d6d6e14be0eea1d117820337ecfbacc235ef2fd8926c12a","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_ce2ef9753eaa4c01bc7daa6f","course_id":"DS 241","catalog_version_id":"8e3a2d4834ab67053128213b77a1736fc1ededd9ba21bd11ad8364af019d994a","record_version_id":"7e81d9ff791ecae6ed49310ce0861882d5cf7b2728227dc25629d1cafc2a5f29","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"c3a886c753639e4e2137192691d8973f9e4f34967ad2e1b2819384f5a1711d92","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Declared in Interior Architecture BS\",\"course\":null,\"evidence\":\"Declared in Interior Architecture BS\",\"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":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_ce2ef9753eaa4c01bc7daa6f","course_id":"DS 241","catalog_version_id":"8e3a2d4834ab67053128213b77a1736fc1ededd9ba21bd11ad8364af019d994a","record_version_id":"7e81d9ff791ecae6ed49310ce0861882d5cf7b2728227dc25629d1cafc2a5f29","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"c3a886c753639e4e2137192691d8973f9e4f34967ad2e1b2819384f5a1711d92","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"visual communication design\",\"design thinking\",\"visual experiences\",\"manual and digital design\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"DS 241\",\"field\":\"description\",\"quote\":\"communicating ideas during the design process\"}],\"text\":\"Communicating design ideas\"},{\"evidence\":[{\"course_id\":\"DS 241\",\"field\":\"description\",\"quote\":\"creating visually driven experiences\"}],\"text\":\"Creating visually driven experiences\"},{\"evidence\":[{\"course_id\":\"DS 241\",\"field\":\"description\",\"quote\":\"integrate traditional manual approaches with up-to-the-minute digital approaches\"}],\"text\":\"Integrating manual and digital design approaches\"}],\"summary\":{\"evidence\":[{\"course_id\":\"DS 241\",\"field\":\"title\",\"quote\":\"VISUAL COMMUNICATION I\"},{\"course_id\":\"DS 241\",\"field\":\"description\",\"quote\":\"Focuses on the basic concepts, methods and materials used for communicating ideas during the design process\"}],\"text\":\"DS 241 VISUAL COMMUNICATION I teaches basic concepts and methods for communicating ideas through visual design, integrating manual and digital approaches.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"DS 241\",\"field\":\"description\",\"quote\":\"basic concepts, methods and materials used for communicating ideas\"}],\"text\":\"Communication concepts and materials\"},{\"evidence\":[{\"course_id\":\"DS 241\",\"field\":\"description\",\"quote\":\"creative design thinking\"}],\"text\":\"Creative design thinking\"}]}","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_ce2ef9753eaa4c01bc7daa6f","course_id":"DS 241","catalog_version_id":"8e3a2d4834ab67053128213b77a1736fc1ededd9ba21bd11ad8364af019d994a","record_version_id":"7e81d9ff791ecae6ed49310ce0861882d5cf7b2728227dc25629d1cafc2a5f29","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"c3a886c753639e4e2137192691d8973f9e4f34967ad2e1b2819384f5a1711d92","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":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_ce2ef9753eaa4c01bc7daa6f","course_id":"DS 241","catalog_version_id":"8e3a2d4834ab67053128213b77a1736fc1ededd9ba21bd11ad8364af019d994a","record_version_id":"cd28aab4e6f07c26cb5c22bec1e6a31b0c2858b327367b461466801ab1b44097","job_id":"enrich-6556a505c10f448d98d02466","output_id":"35fb84c7dd188b1542d2a81f43c88b7c230d27fc1cfb6c1892dca7d22f432f24","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Declared in Interior Architecture BS\",\"course\":null,\"evidence\":\"Declared in Interior Architecture BS\",\"id\":\"req-1\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"req-1\",\"status\":\"parsed\"}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":false},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_ce2ef9753eaa4c01bc7daa6f","course_id":"DS 241","catalog_version_id":"8e3a2d4834ab67053128213b77a1736fc1ededd9ba21bd11ad8364af019d994a","record_version_id":"cd28aab4e6f07c26cb5c22bec1e6a31b0c2858b327367b461466801ab1b44097","job_id":"enrich-6556a505c10f448d98d02466","output_id":"35fb84c7dd188b1542d2a81f43c88b7c230d27fc1cfb6c1892dca7d22f432f24","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[],\"assumed_background\":[],\"search_phrases\":[\"visual communication design\",\"design process communication\",\"manual and digital design tools\",\"creative design thinking\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"DS 241\",\"field\":\"description\",\"quote\":\"Focuses on the basic concepts, methods and materials used for communicating ideas during the design process.\",\"source_url\":\"https://guide.wisc.edu/courses/ds/\"}],\"text\":\"Communicating ideas during the design process using basic concepts, methods, and materials.\"},{\"evidence\":[{\"course_id\":\"DS 241\",\"field\":\"description\",\"quote\":\"Emphasizes creating visually driven experiences, with the goal of providing the tools to integrate traditional manual approaches with up-to-the-minute digital approaches\",\"source_url\":\"https://guide.wisc.edu/courses/ds/\"}],\"text\":\"Creating visually driven experiences by integrating traditional manual and digital approaches.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"DS 241\",\"field\":\"title\",\"quote\":\"VISUAL COMMUNICATION I\",\"source_url\":\"https://guide.wisc.edu/courses/ds/\"},{\"course_id\":\"DS 241\",\"field\":\"description\",\"quote\":\"Focuses on the basic concepts, methods and materials used for communicating ideas during the design process. Emphasizes creating visually driven experiences, with the goal of providing the tools to integrate traditional manual approaches with up-to-the-minute digital approaches, all within the context of creative design thinking.\",\"source_url\":\"https://guide.wisc.edu/courses/ds/\"}],\"text\":\"Visual Communication I covers basic concepts and methods for communicating ideas in design, emphasizing visually driven experiences that integrate manual and digital approaches within creative design thinking.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"DS 241\",\"field\":\"description\",\"quote\":\"basic concepts, methods and materials used for communicating ideas during the design process\",\"source_url\":\"https://guide.wisc.edu/courses/ds/\"}],\"text\":\"Basic concepts, methods, and materials for communicating ideas during the design process.\"},{\"evidence\":[{\"course_id\":\"DS 241\",\"field\":\"description\",\"quote\":\"creating visually driven experiences\",\"source_url\":\"https://guide.wisc.edu/courses/ds/\"}],\"text\":\"Creating visually driven experiences.\"},{\"evidence\":[{\"course_id\":\"DS 241\",\"field\":\"description\",\"quote\":\"integrate traditional manual approaches with up-to-the-minute digital approaches\",\"source_url\":\"https://guide.wisc.edu/courses/ds/\"}],\"text\":\"Integrating traditional manual approaches with digital approaches.\"},{\"evidence\":[{\"course_id\":\"DS 241\",\"field\":\"description\",\"quote\":\"creative design thinking\",\"source_url\":\"https://guide.wisc.edu/courses/ds/\"}],\"text\":\"Creative design thinking.\"}]}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":false},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_ce2ef9753eaa4c01bc7daa6f","course_id":"DS 241","catalog_version_id":"8e3a2d4834ab67053128213b77a1736fc1ededd9ba21bd11ad8364af019d994a","record_version_id":"cd28aab4e6f07c26cb5c22bec1e6a31b0c2858b327367b461466801ab1b44097","job_id":"enrich-6556a505c10f448d98d02466","output_id":"35fb84c7dd188b1542d2a81f43c88b7c230d27fc1cfb6c1892dca7d22f432f24","section":"student_experience","status":"insufficient_evidence","value_json":"{\"status\":\"insufficient_evidence\",\"themes\":[]}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_ce2ef9753eaa4c01bc7daa6f","course_id":"DS 241","catalog_version_id":"8e3a2d4834ab67053128213b77a1736fc1ededd9ba21bd11ad8364af019d994a","record_version_id":"7e81d9ff791ecae6ed49310ce0861882d5cf7b2728227dc25629d1cafc2a5f29","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"e1cf61c6d3e2787b20b136690784e15b119ea6ca8545bfae06a68277a5bf54d5","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Declared in Interior Architecture BS\",\"course\":null,\"evidence\":\"Declared in Interior Architecture BS\",\"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":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_ce2ef9753eaa4c01bc7daa6f","course_id":"DS 241","catalog_version_id":"8e3a2d4834ab67053128213b77a1736fc1ededd9ba21bd11ad8364af019d994a","record_version_id":"7e81d9ff791ecae6ed49310ce0861882d5cf7b2728227dc25629d1cafc2a5f29","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"e1cf61c6d3e2787b20b136690784e15b119ea6ca8545bfae06a68277a5bf54d5","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"visual communication design\",\"design thinking\",\"visual experiences\",\"manual and digital design\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"DS 241\",\"field\":\"description\",\"quote\":\"communicating ideas during the design process\"}],\"text\":\"Communicating design ideas\"},{\"evidence\":[{\"course_id\":\"DS 241\",\"field\":\"description\",\"quote\":\"creating visually driven experiences\"}],\"text\":\"Creating visually driven experiences\"},{\"evidence\":[{\"course_id\":\"DS 241\",\"field\":\"description\",\"quote\":\"integrate traditional manual approaches with up-to-the-minute digital approaches\"}],\"text\":\"Integrating manual and digital design approaches\"}],\"summary\":{\"evidence\":[{\"course_id\":\"DS 241\",\"field\":\"title\",\"quote\":\"VISUAL COMMUNICATION I\"},{\"course_id\":\"DS 241\",\"field\":\"description\",\"quote\":\"Focuses on the basic concepts, methods and materials used for communicating ideas during the design process\"}],\"text\":\"DS 241 VISUAL COMMUNICATION I teaches basic concepts and methods for communicating ideas through visual design, integrating manual and digital approaches.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"DS 241\",\"field\":\"description\",\"quote\":\"basic concepts, methods and materials used for communicating ideas\"}],\"text\":\"Communication concepts and materials\"},{\"evidence\":[{\"course_id\":\"DS 241\",\"field\":\"description\",\"quote\":\"creative design thinking\"}],\"text\":\"Creative design thinking\"}]}","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_ce2ef9753eaa4c01bc7daa6f","course_id":"DS 241","catalog_version_id":"8e3a2d4834ab67053128213b77a1736fc1ededd9ba21bd11ad8364af019d994a","record_version_id":"7e81d9ff791ecae6ed49310ce0861882d5cf7b2728227dc25629d1cafc2a5f29","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"e1cf61c6d3e2787b20b136690784e15b119ea6ca8545bfae06a68277a5bf54d5","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_ce2ef9753eaa4c01bc7daa6f","course_id":"DS 241","catalog_version_id":"8e3a2d4834ab67053128213b77a1736fc1ededd9ba21bd11ad8364af019d994a","record_version_id":"7e81d9ff791ecae6ed49310ce0861882d5cf7b2728227dc25629d1cafc2a5f29","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"e1cf61c6d3e2787b20b136690784e15b119ea6ca8545bfae06a68277a5bf54d5","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"b851af4e93ebbdc36b79abf9209a94030cff636d55b138f42d78e1904655521c\",\"course_id\":\"DS 241\",\"current_instructors\":[{\"instructor_uid\":\"instructor_aaeec5fa0146d41f2aee6bb4\",\"message\":\"No course-specific reviews available\",\"name\":\"Brooke Godfrey\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":\"rmp:1383442\",\"summary\":[{\"citations\":[{\"course_id\":\"DS 241\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"55e98654-5630-33a3-98a9-be0dcb383b18\",\"source_record\":{\"entity_id\":\"55e98654-5630-33a3-98a9-be0dcb383b18\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"DS 241\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"55e98654-5630-33a3-98a9-be0dcb383b18\",\"source_record\":{\"entity_id\":\"55e98654-5630-33a3-98a9-be0dcb383b18\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"DS 241\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"55e98654-5630-33a3-98a9-be0dcb383b18\",\"source_record\":{\"entity_id\":\"55e98654-5630-33a3-98a9-be0dcb383b18\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"DS 241\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"55e98654-5630-33a3-98a9-be0dcb383b18\",\"source_record\":{\"entity_id\":\"55e98654-5630-33a3-98a9-be0dcb383b18\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"DS 241\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"55e98654-5630-33a3-98a9-be0dcb383b18\",\"source_record\":{\"entity_id\":\"55e98654-5630-33a3-98a9-be0dcb383b18\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"DS 241\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"55e98654-5630-33a3-98a9-be0dcb383b18\",\"source_record\":{\"entity_id\":\"55e98654-5630-33a3-98a9-be0dcb383b18\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2023: 3.91 GPA, 96.9% A/AB (n=32 letter grades); Fall 2024: 3.92 GPA, 96.8% A/AB (n=31 letter grades); Fall 2025: 3.94 GPA, 97.0% A/AB (n=33 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 241\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"55e98654-5630-33a3-98a9-be0dcb383b18\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"DS 241\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"55e98654-5630-33a3-98a9-be0dcb383b18\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"DS 241\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"55e98654-5630-33a3-98a9-be0dcb383b18\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2023: 3.91 GPA, 96.9% A/AB (n=32 letter grades); Fall 2024: 3.92 GPA, 96.8% A/AB (n=31 letter grades); Fall 2025: 3.94 GPA, 97.0% A/AB (n=33 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"DS 241\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"55e98654-5630-33a3-98a9-be0dcb383b18\",\"source_record\":{\"entity_id\":\"55e98654-5630-33a3-98a9-be0dcb383b18\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"DS 241\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"55e98654-5630-33a3-98a9-be0dcb383b18\",\"source_record\":{\"entity_id\":\"55e98654-5630-33a3-98a9-be0dcb383b18\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"DS 241\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"55e98654-5630-33a3-98a9-be0dcb383b18\",\"source_record\":{\"entity_id\":\"55e98654-5630-33a3-98a9-be0dcb383b18\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"DS 241\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"55e98654-5630-33a3-98a9-be0dcb383b18\",\"source_record\":{\"entity_id\":\"55e98654-5630-33a3-98a9-be0dcb383b18\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"DS 241\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"55e98654-5630-33a3-98a9-be0dcb383b18\",\"source_record\":{\"entity_id\":\"55e98654-5630-33a3-98a9-be0dcb383b18\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"DS 241\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"55e98654-5630-33a3-98a9-be0dcb383b18\",\"source_record\":{\"entity_id\":\"55e98654-5630-33a3-98a9-be0dcb383b18\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"DS 241\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"55e98654-5630-33a3-98a9-be0dcb383b18\",\"source_record\":{\"entity_id\":\"55e98654-5630-33a3-98a9-be0dcb383b18\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"DS 241\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"55e98654-5630-33a3-98a9-be0dcb383b18\",\"source_record\":{\"entity_id\":\"55e98654-5630-33a3-98a9-be0dcb383b18\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"DS 241\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"55e98654-5630-33a3-98a9-be0dcb383b18\",\"source_record\":{\"entity_id\":\"55e98654-5630-33a3-98a9-be0dcb383b18\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"DS 241\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"55e98654-5630-33a3-98a9-be0dcb383b18\",\"source_record\":{\"entity_id\":\"55e98654-5630-33a3-98a9-be0dcb383b18\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"BROOKE GODFREY is recorded teaching in Fall 2017, Fall 2021, Fall 2023, Fall 2024, 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":false}]