[{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_9acddaff420f31008b8b8b3d","course_id":"INTER-HE 940","catalog_version_id":"a1da279299e9913106ca4ded867dfd11ecc5312a8e9bc09b80058e3b6cfe9733","record_version_id":"2948f7a7061676adc98c5032d93e6869b837a68e2f11d18733770c5383532e37","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"f3a1fc06026a0d9675c9403378ddcfd4a89c7c2b1cb8f8dfb3b8c1ad7293c284","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Declared in the MS Design + Innovation\",\"course\":null,\"evidence\":\"Declared in the MS Design + Innovation\",\"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_9acddaff420f31008b8b8b3d","course_id":"INTER-HE 940","catalog_version_id":"a1da279299e9913106ca4ded867dfd11ecc5312a8e9bc09b80058e3b6cfe9733","record_version_id":"2948f7a7061676adc98c5032d93e6869b837a68e2f11d18733770c5383532e37","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"f3a1fc06026a0d9675c9403378ddcfd4a89c7c2b1cb8f8dfb3b8c1ad7293c284","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[{\"evidence\":[{\"course_id\":\"INTER-HE 940\",\"field\":\"description\",\"quote\":\"Begin the collaborative design thinking process by exploring current state, empathizing with users, and defining opportunity areas for design.\",\"source_url\":\"https://guide.wisc.edu/courses/inter_he/\"}],\"label\":\"writing\"},{\"evidence\":[{\"course_id\":\"INTER-HE 940\",\"field\":\"official_learning_outcomes\",\"outcome_index\":2,\"quote\":\"Empathize with a broad range of stakeholders to understand needs through the ethnographic method.\",\"source_url\":\"https://guide.wisc.edu/courses/inter_he/\"}],\"label\":\"lab-work\"},{\"evidence\":[{\"course_id\":\"INTER-HE 940\",\"field\":\"official_learning_outcomes\",\"outcome_index\":4,\"quote\":\"Communicate effectively, both visually and orally.\",\"source_url\":\"https://guide.wisc.edu/courses/inter_he/\"}],\"label\":\"presentations\"}],\"assumed_background\":[],\"search_phrases\":[\"design thinking\",\"collaborative capstone\",\"ethnographic research\",\"user empathy\",\"opportunity synthesis\",\"MS Design + Innovation\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"INTER-HE 940\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Apply an iterative design thinking process on an interdisciplinary team.\",\"source_url\":\"https://guide.wisc.edu/courses/inter_he/\"}],\"text\":\"Applying iterative design thinking in interdisciplinary teams\"},{\"evidence\":[{\"course_id\":\"INTER-HE 940\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Frame a challenge at an appropriate level for design exploration.\",\"source_url\":\"https://guide.wisc.edu/courses/inter_he/\"}],\"text\":\"Framing challenges for design exploration\"},{\"evidence\":[{\"course_id\":\"INTER-HE 940\",\"field\":\"official_learning_outcomes\",\"outcome_index\":2,\"quote\":\"Empathize with a broad range of stakeholders to understand needs through the ethnographic method.\",\"source_url\":\"https://guide.wisc.edu/courses/inter_he/\"}],\"text\":\"Conducting ethnographic research to understand stakeholder needs\"},{\"evidence\":[{\"course_id\":\"INTER-HE 940\",\"field\":\"official_learning_outcomes\",\"outcome_index\":3,\"quote\":\"Synthesize raw learnings into opportunities for design.\",\"source_url\":\"https://guide.wisc.edu/courses/inter_he/\"}],\"text\":\"Synthesizing research findings into design opportunities\"},{\"evidence\":[{\"course_id\":\"INTER-HE 940\",\"field\":\"official_learning_outcomes\",\"outcome_index\":4,\"quote\":\"Communicate effectively, both visually and orally.\",\"source_url\":\"https://guide.wisc.edu/courses/inter_he/\"}],\"text\":\"Visual and oral communication\"},{\"evidence\":[{\"course_id\":\"INTER-HE 940\",\"field\":\"official_learning_outcomes\",\"outcome_index\":5,\"quote\":\"Demonstrate constructive collaboration behaviors— creative critique, balancing independent work with group work, and knowing when to get an outside opinion.\",\"source_url\":\"https://guide.wisc.edu/courses/inter_he/\"}],\"text\":\"Constructive collaboration and creative critique\"}],\"summary\":{\"evidence\":[{\"course_id\":\"INTER-HE 940\",\"field\":\"title\",\"quote\":\"COLLABORATIVE CAPSTONE I\",\"source_url\":\"https://guide.wisc.edu/courses/inter_he/\"},{\"course_id\":\"INTER-HE 940\",\"field\":\"description\",\"quote\":\"Begin the collaborative design thinking process by exploring current state, empathizing with users, and defining opportunity areas for design.\",\"source_url\":\"https://guide.wisc.edu/courses/inter_he/\"}],\"text\":\"Collaborative Capstone I introduces the design thinking process, focusing on user empathy, ethnographic research, and synthesizing insights to define design opportunities within an interdisciplinary team.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"INTER-HE 940\",\"field\":\"description\",\"quote\":\"exploring current state, empathizing with users, and defining opportunity areas for design\",\"source_url\":\"https://guide.wisc.edu/courses/inter_he/\"}],\"text\":\"Design thinking process: exploration, empathy, and definition\"},{\"evidence\":[{\"course_id\":\"INTER-HE 940\",\"field\":\"description\",\"quote\":\"conduct ethnographic and inspiration research, synthesize research findings into themes, insights and opportunities\",\"source_url\":\"https://guide.wisc.edu/courses/inter_he/\"}],\"text\":\"Ethnographic research and synthesis of insights\"},{\"evidence\":[{\"course_id\":\"INTER-HE 940\",\"field\":\"description\",\"quote\":\"visualize opportunities with frameworks and concepts, and compile evidence for desirability, feasibility and viability\",\"source_url\":\"https://guide.wisc.edu/courses/inter_he/\"}],\"text\":\"Visualization, desirability, feasibility, and viability\"},{\"evidence\":[{\"course_id\":\"INTER-HE 940\",\"field\":\"description\",\"quote\":\"Practice behaviors of design thinking - ethics, critique, and storytelling.\",\"source_url\":\"https://guide.wisc.edu/courses/inter_he/\"}],\"text\":\"Design thinking behaviors: ethics, critique, and storytelling\"}]}","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_9acddaff420f31008b8b8b3d","course_id":"INTER-HE 940","catalog_version_id":"a1da279299e9913106ca4ded867dfd11ecc5312a8e9bc09b80058e3b6cfe9733","record_version_id":"2948f7a7061676adc98c5032d93e6869b837a68e2f11d18733770c5383532e37","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"f3a1fc06026a0d9675c9403378ddcfd4a89c7c2b1cb8f8dfb3b8c1ad7293c284","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_9acddaff420f31008b8b8b3d","course_id":"INTER-HE 940","catalog_version_id":"a1da279299e9913106ca4ded867dfd11ecc5312a8e9bc09b80058e3b6cfe9733","record_version_id":"2948f7a7061676adc98c5032d93e6869b837a68e2f11d18733770c5383532e37","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"f3a1fc06026a0d9675c9403378ddcfd4a89c7c2b1cb8f8dfb3b8c1ad7293c284","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"08ba305bf4d884d9b7fa6452291ea4710e4d4bdc977bd8be218eaf2484b18e66\",\"course_id\":\"INTER-HE 940\",\"current_instructors\":[],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":false,\"profile_hash\":\"3f5110430805ccdd533c0c072df62d68a8a5f5441c4530bbdb15d419a199a09c\",\"quick_take\":[{\"citations\":[{\"course_id\":\"INTER-HE 940\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"603b210b-656a-394f-aa64-01758eb07037\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"INTER-HE 940\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"603b210b-656a-394f-aa64-01758eb07037\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2021: 3.83 GPA, 100.0% A/AB (n=15 letter grades); Fall 2022: 3.88 GPA, 100.0% A/AB (n=12 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_9acddaff420f31008b8b8b3d","course_id":"INTER-HE 940","catalog_version_id":"29b1b1d63e0ea9b7c08e832f1f7ee51c6177fb93cc234c612771a0692437e8f5","record_version_id":"6c1acc0cdd427987e85c1c73151ce58747e5a12329170a40e8a7592f380a7764","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"4ed5367dc2eb0d3ec4b7123a6aec31205e564c49168ecb7068fcab0c2c774103","section":"requirements","status":"invalid","value_json":null,"candidate_json":"{\"nodes\":[{\"children\":[],\"condition\":null,\"course\":null,\"evidence\":\"Declared in the MS Design + Innovation\",\"id\":\"n0\",\"kind\":\"condition\"}],\"notes\":[\"The condition 'Declared in the MS Design + Innovation' refers to a program status. The program 'MS Design + Innovation' is not present in linked_courses, so this cannot be resolved to a specific course node. This requires manual review to确定\"],\"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_9acddaff420f31008b8b8b3d","course_id":"INTER-HE 940","catalog_version_id":"29b1b1d63e0ea9b7c08e832f1f7ee51c6177fb93cc234c612771a0692437e8f5","record_version_id":"6c1acc0cdd427987e85c1c73151ce58747e5a12329170a40e8a7592f380a7764","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"4ed5367dc2eb0d3ec4b7123a6aec31205e564c49168ecb7068fcab0c2c774103","section":"search_profile","status":"invalid","value_json":null,"candidate_json":"{\"assumed_background\":[],\"search_phrases\":[\"design thinking\",\"collaborative design\",\"ethnographic research\",\"design capstone\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"INTER-HE 940\",\"field\":\"description\",\"quote\":\"explore current state, empathizing with users, and defining opportunity areas for design\"}],\"text\":\"Empathizing with users and defining opportunities\"},{\"evidence\":[{\"course_id\":\"INTER-HE 940\",\"field\":\"description\",\"quote\":\"conduct ethnographic and inspiration research\"}],\"text\":\"Conducting ethnographic and inspiration research\"},{\"evidence\":[{\"course_id\":\"INTER-HE 940\",\"field\":\"description\",\"quote\":\"synthesize research findings into themes, insights and opportunities\"}],\"text\":\"Synthesizing research findings\"},{\"evidence\":[{\"course_id\":\"INTER-HE 940\",\"field\":\"description\",\"quote\":\"visualize opportunities with frameworks and concepts\"}],\"text\":\"Visualizing opportunities with frameworks\"},{\"evidence\":[{\"course_id\":\"INTER-HE 940\",\"field\":\"description\",\"quote\":\"compile evidence for desirability, feasibility and viability\"}],\"text\":\"Compiling evidence for desirability, feasibility, and viability\"},{\"evidence\":[{\"course_id\":\"INTER-HE 940\",\"field\":\"description\",\"quote\":\"Practice behaviors of design thinking - ethics, critique, and storytelling\"}],\"text\":\"Practicing design thinking behaviors like ethics, critique, and storytelling\"}],\"summary\":{\"evidence\":[{\"course_id\":\"INTER-HE 940\",\"field\":\"title\",\"quote\":\"COLLABORATIVE CAPSTONE I\"},{\"course_id\":\"INTER-HE 940\",\"field\":\"description\",\"quote\":\"Begin the collaborative design thinking process by exploring current state, empathizing with users, and defining opportunity areas for design.\"}],\"text\":\"INTER-HE 940 is a collaborative capstone course that teaches the design thinking process, including user empathy, research, synthesis, and opportunity visualization.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"INTER-HE 940\",\"field\":\"description\",\"quote\":\"collaborative design thinking process\"}],\"text\":\"Collaborative design thinking\"},{\"evidence\":[{\"course_id\":\"INTER-HE 940\",\"field\":\"description\",\"quote\":\"ethnographic and inspiration research\"}],\"text\":\"Ethnographic and inspiration research\"},{\"evidence\":[{\"course_id\":\"INTER-HE 940\",\"field\":\"description\",\"quote\":\"synthesize research findings into themes, insights and opportunities\"}],\"text\":\"Research synthesis and insight generation\"},{\"evidence\":[{\"course_id\":\"INTER-HE 940\",\"field\":\"description\",\"quote\":\"visualize opportunities with frameworks and concepts\"}],\"text\":\"Opportunity visualization and conceptualization\"},{\"evidence\":[{\"course_id\":\"INTER-HE 940\",\"field\":\"description\",\"quote\":\"compile evidence for desirability, feasibility and viability\"}],\"text\":\"Desirability, feasibility, and viability analysis\"}]}","error":"Invalid evidence for INTER-HE 940.description: 'explore current state, empathizing with users, and defining opportunity areas for design'. Copy a short exact substring from supplied text; do not paraphrase or invent omitted 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_9acddaff420f31008b8b8b3d","course_id":"INTER-HE 940","catalog_version_id":"29b1b1d63e0ea9b7c08e832f1f7ee51c6177fb93cc234c612771a0692437e8f5","record_version_id":"6c1acc0cdd427987e85c1c73151ce58747e5a12329170a40e8a7592f380a7764","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"4ed5367dc2eb0d3ec4b7123a6aec31205e564c49168ecb7068fcab0c2c774103","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_9acddaff420f31008b8b8b3d","course_id":"INTER-HE 940","catalog_version_id":"29b1b1d63e0ea9b7c08e832f1f7ee51c6177fb93cc234c612771a0692437e8f5","record_version_id":"6c1acc0cdd427987e85c1c73151ce58747e5a12329170a40e8a7592f380a7764","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"0689c57c42eec7b623a3bd6d771cbc52e32fa971cfad50760a54ffbbb95d314f","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Declared in the MS Design + Innovation\",\"course\":null,\"evidence\":\"Declared in the MS Design + Innovation\",\"id\":\"n0\",\"kind\":\"condition\"}],\"notes\":[\"Program status condition not resolvable to a course node. Manual review required.\"],\"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":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_9acddaff420f31008b8b8b3d","course_id":"INTER-HE 940","catalog_version_id":"29b1b1d63e0ea9b7c08e832f1f7ee51c6177fb93cc234c612771a0692437e8f5","record_version_id":"6c1acc0cdd427987e85c1c73151ce58747e5a12329170a40e8a7592f380a7764","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"0689c57c42eec7b623a3bd6d771cbc52e32fa971cfad50760a54ffbbb95d314f","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"design thinking\",\"collaborative design\",\"ethnographic research\",\"design capstone\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"INTER-HE 940\",\"field\":\"description\",\"quote\":\"exploring current state, empathizing with users, and defining opportunity areas for design\"}],\"text\":\"Empathizing with users and defining opportunities\"},{\"evidence\":[{\"course_id\":\"INTER-HE 940\",\"field\":\"description\",\"quote\":\"conduct ethnographic and inspiration research\"}],\"text\":\"Conducting ethnographic and inspiration research\"},{\"evidence\":[{\"course_id\":\"INTER-HE 940\",\"field\":\"description\",\"quote\":\"synthesize research findings into themes, insights and opportunities\"}],\"text\":\"Synthesizing research findings\"},{\"evidence\":[{\"course_id\":\"INTER-HE 940\",\"field\":\"description\",\"quote\":\"visualize opportunities with frameworks and concepts\"}],\"text\":\"Visualizing opportunities with frameworks\"},{\"evidence\":[{\"course_id\":\"INTER-HE 940\",\"field\":\"description\",\"quote\":\"compile evidence for desirability, feasibility and viability\"}],\"text\":\"Compiling evidence for desirability, feasibility, and viability\"},{\"evidence\":[{\"course_id\":\"INTER-HE 940\",\"field\":\"description\",\"quote\":\"Practice behaviors of design thinking - ethics, critique, and storytelling\"}],\"text\":\"Practicing design thinking behaviors like ethics, critique, and storytelling\"}],\"summary\":{\"evidence\":[{\"course_id\":\"INTER-HE 940\",\"field\":\"title\",\"quote\":\"COLLABORATIVE CAPSTONE I\"},{\"course_id\":\"INTER-HE 940\",\"field\":\"description\",\"quote\":\"Begin the collaborative design thinking process by exploring current state, empathizing with users, and defining opportunity areas for design.\"}],\"text\":\"INTER-HE 940 is a collaborative capstone course that teaches the design thinking process, including user empathy, research, synthesis, and opportunity visualization.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"INTER-HE 940\",\"field\":\"description\",\"quote\":\"collaborative design thinking process\"}],\"text\":\"Collaborative design thinking\"},{\"evidence\":[{\"course_id\":\"INTER-HE 940\",\"field\":\"description\",\"quote\":\"ethnographic and inspiration research\"}],\"text\":\"Ethnographic and inspiration research\"},{\"evidence\":[{\"course_id\":\"INTER-HE 940\",\"field\":\"description\",\"quote\":\"synthesize research findings into themes, insights and opportunities\"}],\"text\":\"Research synthesis and insight generation\"},{\"evidence\":[{\"course_id\":\"INTER-HE 940\",\"field\":\"description\",\"quote\":\"visualize opportunities with frameworks and concepts\"}],\"text\":\"Opportunity visualization and conceptualization\"},{\"evidence\":[{\"course_id\":\"INTER-HE 940\",\"field\":\"description\",\"quote\":\"compile evidence for desirability, feasibility and viability\"}],\"text\":\"Desirability, feasibility, and viability analysis\"}]}","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_9acddaff420f31008b8b8b3d","course_id":"INTER-HE 940","catalog_version_id":"29b1b1d63e0ea9b7c08e832f1f7ee51c6177fb93cc234c612771a0692437e8f5","record_version_id":"6c1acc0cdd427987e85c1c73151ce58747e5a12329170a40e8a7592f380a7764","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"0689c57c42eec7b623a3bd6d771cbc52e32fa971cfad50760a54ffbbb95d314f","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_9acddaff420f31008b8b8b3d","course_id":"INTER-HE 940","catalog_version_id":"a1da279299e9913106ca4ded867dfd11ecc5312a8e9bc09b80058e3b6cfe9733","record_version_id":"2948f7a7061676adc98c5032d93e6869b837a68e2f11d18733770c5383532e37","job_id":"enrich-6556a505c10f448d98d02466","output_id":"0e01f49b3a879b11a31cf7f827a581a9431dca865a6826884b771a5da1f696ad","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Declared in the MS Design + Innovation\",\"course\":null,\"evidence\":\"Declared in the MS Design + Innovation\",\"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_9acddaff420f31008b8b8b3d","course_id":"INTER-HE 940","catalog_version_id":"a1da279299e9913106ca4ded867dfd11ecc5312a8e9bc09b80058e3b6cfe9733","record_version_id":"2948f7a7061676adc98c5032d93e6869b837a68e2f11d18733770c5383532e37","job_id":"enrich-6556a505c10f448d98d02466","output_id":"0e01f49b3a879b11a31cf7f827a581a9431dca865a6826884b771a5da1f696ad","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[{\"evidence\":[{\"course_id\":\"INTER-HE 940\",\"field\":\"description\",\"quote\":\"Begin the collaborative design thinking process by exploring current state, empathizing with users, and defining opportunity areas for design.\",\"source_url\":\"https://guide.wisc.edu/courses/inter_he/\"}],\"label\":\"writing\"},{\"evidence\":[{\"course_id\":\"INTER-HE 940\",\"field\":\"official_learning_outcomes\",\"outcome_index\":2,\"quote\":\"Empathize with a broad range of stakeholders to understand needs through the ethnographic method.\",\"source_url\":\"https://guide.wisc.edu/courses/inter_he/\"}],\"label\":\"lab-work\"},{\"evidence\":[{\"course_id\":\"INTER-HE 940\",\"field\":\"official_learning_outcomes\",\"outcome_index\":4,\"quote\":\"Communicate effectively, both visually and orally.\",\"source_url\":\"https://guide.wisc.edu/courses/inter_he/\"}],\"label\":\"presentations\"}],\"assumed_background\":[],\"search_phrases\":[\"design thinking\",\"collaborative capstone\",\"ethnographic research\",\"user empathy\",\"opportunity synthesis\",\"MS Design + Innovation\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"INTER-HE 940\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Apply an iterative design thinking process on an interdisciplinary team.\",\"source_url\":\"https://guide.wisc.edu/courses/inter_he/\"}],\"text\":\"Applying iterative design thinking in interdisciplinary teams\"},{\"evidence\":[{\"course_id\":\"INTER-HE 940\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Frame a challenge at an appropriate level for design exploration.\",\"source_url\":\"https://guide.wisc.edu/courses/inter_he/\"}],\"text\":\"Framing challenges for design exploration\"},{\"evidence\":[{\"course_id\":\"INTER-HE 940\",\"field\":\"official_learning_outcomes\",\"outcome_index\":2,\"quote\":\"Empathize with a broad range of stakeholders to understand needs through the ethnographic method.\",\"source_url\":\"https://guide.wisc.edu/courses/inter_he/\"}],\"text\":\"Conducting ethnographic research to understand stakeholder needs\"},{\"evidence\":[{\"course_id\":\"INTER-HE 940\",\"field\":\"official_learning_outcomes\",\"outcome_index\":3,\"quote\":\"Synthesize raw learnings into opportunities for design.\",\"source_url\":\"https://guide.wisc.edu/courses/inter_he/\"}],\"text\":\"Synthesizing research findings into design opportunities\"},{\"evidence\":[{\"course_id\":\"INTER-HE 940\",\"field\":\"official_learning_outcomes\",\"outcome_index\":4,\"quote\":\"Communicate effectively, both visually and orally.\",\"source_url\":\"https://guide.wisc.edu/courses/inter_he/\"}],\"text\":\"Visual and oral communication\"},{\"evidence\":[{\"course_id\":\"INTER-HE 940\",\"field\":\"official_learning_outcomes\",\"outcome_index\":5,\"quote\":\"Demonstrate constructive collaboration behaviors— creative critique, balancing independent work with group work, and knowing when to get an outside opinion.\",\"source_url\":\"https://guide.wisc.edu/courses/inter_he/\"}],\"text\":\"Constructive collaboration and creative critique\"}],\"summary\":{\"evidence\":[{\"course_id\":\"INTER-HE 940\",\"field\":\"title\",\"quote\":\"COLLABORATIVE CAPSTONE I\",\"source_url\":\"https://guide.wisc.edu/courses/inter_he/\"},{\"course_id\":\"INTER-HE 940\",\"field\":\"description\",\"quote\":\"Begin the collaborative design thinking process by exploring current state, empathizing with users, and defining opportunity areas for design.\",\"source_url\":\"https://guide.wisc.edu/courses/inter_he/\"}],\"text\":\"Collaborative Capstone I introduces the design thinking process, focusing on user empathy, ethnographic research, and synthesizing insights to define design opportunities within an interdisciplinary team.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"INTER-HE 940\",\"field\":\"description\",\"quote\":\"exploring current state, empathizing with users, and defining opportunity areas for design\",\"source_url\":\"https://guide.wisc.edu/courses/inter_he/\"}],\"text\":\"Design thinking process: exploration, empathy, and definition\"},{\"evidence\":[{\"course_id\":\"INTER-HE 940\",\"field\":\"description\",\"quote\":\"conduct ethnographic and inspiration research, synthesize research findings into themes, insights and opportunities\",\"source_url\":\"https://guide.wisc.edu/courses/inter_he/\"}],\"text\":\"Ethnographic research and synthesis of insights\"},{\"evidence\":[{\"course_id\":\"INTER-HE 940\",\"field\":\"description\",\"quote\":\"visualize opportunities with frameworks and concepts, and compile evidence for desirability, feasibility and viability\",\"source_url\":\"https://guide.wisc.edu/courses/inter_he/\"}],\"text\":\"Visualization, desirability, feasibility, and viability\"},{\"evidence\":[{\"course_id\":\"INTER-HE 940\",\"field\":\"description\",\"quote\":\"Practice behaviors of design thinking - ethics, critique, and storytelling.\",\"source_url\":\"https://guide.wisc.edu/courses/inter_he/\"}],\"text\":\"Design thinking behaviors: ethics, critique, and storytelling\"}]}","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_9acddaff420f31008b8b8b3d","course_id":"INTER-HE 940","catalog_version_id":"a1da279299e9913106ca4ded867dfd11ecc5312a8e9bc09b80058e3b6cfe9733","record_version_id":"2948f7a7061676adc98c5032d93e6869b837a68e2f11d18733770c5383532e37","job_id":"enrich-6556a505c10f448d98d02466","output_id":"0e01f49b3a879b11a31cf7f827a581a9431dca865a6826884b771a5da1f696ad","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":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_9acddaff420f31008b8b8b3d","course_id":"INTER-HE 940","catalog_version_id":"29b1b1d63e0ea9b7c08e832f1f7ee51c6177fb93cc234c612771a0692437e8f5","record_version_id":"6c1acc0cdd427987e85c1c73151ce58747e5a12329170a40e8a7592f380a7764","job_id":"enrich-789789da373eecc1ff75f626","output_id":"e569ef330402479ac397a2e85dd209818f797598eda38f9be6a47a941fbff9cd","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Declared in the MS Design + Innovation\",\"course\":null,\"evidence\":\"Declared in the MS Design + Innovation\",\"id\":\"n0\",\"kind\":\"condition\"}],\"notes\":[\"Program status condition not resolvable to a course node. Manual review required.\"],\"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_9acddaff420f31008b8b8b3d","course_id":"INTER-HE 940","catalog_version_id":"29b1b1d63e0ea9b7c08e832f1f7ee51c6177fb93cc234c612771a0692437e8f5","record_version_id":"6c1acc0cdd427987e85c1c73151ce58747e5a12329170a40e8a7592f380a7764","job_id":"enrich-789789da373eecc1ff75f626","output_id":"e569ef330402479ac397a2e85dd209818f797598eda38f9be6a47a941fbff9cd","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"design thinking\",\"collaborative design\",\"ethnographic research\",\"design capstone\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"INTER-HE 940\",\"field\":\"description\",\"quote\":\"exploring current state, empathizing with users, and defining opportunity areas for design\"}],\"text\":\"Empathizing with users and defining opportunities\"},{\"evidence\":[{\"course_id\":\"INTER-HE 940\",\"field\":\"description\",\"quote\":\"conduct ethnographic and inspiration research\"}],\"text\":\"Conducting ethnographic and inspiration research\"},{\"evidence\":[{\"course_id\":\"INTER-HE 940\",\"field\":\"description\",\"quote\":\"synthesize research findings into themes, insights and opportunities\"}],\"text\":\"Synthesizing research findings\"},{\"evidence\":[{\"course_id\":\"INTER-HE 940\",\"field\":\"description\",\"quote\":\"visualize opportunities with frameworks and concepts\"}],\"text\":\"Visualizing opportunities with frameworks\"},{\"evidence\":[{\"course_id\":\"INTER-HE 940\",\"field\":\"description\",\"quote\":\"compile evidence for desirability, feasibility and viability\"}],\"text\":\"Compiling evidence for desirability, feasibility, and viability\"},{\"evidence\":[{\"course_id\":\"INTER-HE 940\",\"field\":\"description\",\"quote\":\"Practice behaviors of design thinking - ethics, critique, and storytelling\"}],\"text\":\"Practicing design thinking behaviors like ethics, critique, and storytelling\"}],\"summary\":{\"evidence\":[{\"course_id\":\"INTER-HE 940\",\"field\":\"title\",\"quote\":\"COLLABORATIVE CAPSTONE I\"},{\"course_id\":\"INTER-HE 940\",\"field\":\"description\",\"quote\":\"Begin the collaborative design thinking process by exploring current state, empathizing with users, and defining opportunity areas for design.\"}],\"text\":\"INTER-HE 940 is a collaborative capstone course that teaches the design thinking process, including user empathy, research, synthesis, and opportunity visualization.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"INTER-HE 940\",\"field\":\"description\",\"quote\":\"collaborative design thinking process\"}],\"text\":\"Collaborative design thinking\"},{\"evidence\":[{\"course_id\":\"INTER-HE 940\",\"field\":\"description\",\"quote\":\"ethnographic and inspiration research\"}],\"text\":\"Ethnographic and inspiration research\"},{\"evidence\":[{\"course_id\":\"INTER-HE 940\",\"field\":\"description\",\"quote\":\"synthesize research findings into themes, insights and opportunities\"}],\"text\":\"Research synthesis and insight generation\"},{\"evidence\":[{\"course_id\":\"INTER-HE 940\",\"field\":\"description\",\"quote\":\"visualize opportunities with frameworks and concepts\"}],\"text\":\"Opportunity visualization and conceptualization\"},{\"evidence\":[{\"course_id\":\"INTER-HE 940\",\"field\":\"description\",\"quote\":\"compile evidence for desirability, feasibility and viability\"}],\"text\":\"Desirability, feasibility, and viability analysis\"}]}","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_9acddaff420f31008b8b8b3d","course_id":"INTER-HE 940","catalog_version_id":"29b1b1d63e0ea9b7c08e832f1f7ee51c6177fb93cc234c612771a0692437e8f5","record_version_id":"6c1acc0cdd427987e85c1c73151ce58747e5a12329170a40e8a7592f380a7764","job_id":"enrich-789789da373eecc1ff75f626","output_id":"e569ef330402479ac397a2e85dd209818f797598eda38f9be6a47a941fbff9cd","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_9acddaff420f31008b8b8b3d","course_id":"INTER-HE 940","catalog_version_id":"29b1b1d63e0ea9b7c08e832f1f7ee51c6177fb93cc234c612771a0692437e8f5","record_version_id":"6c1acc0cdd427987e85c1c73151ce58747e5a12329170a40e8a7592f380a7764","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"69d9d5d1c00fa990dc0f667bf7bb25ed3a1e18727fb0dd8e24458aa749cee6fd","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Declared in the MS Design + Innovation\",\"course\":null,\"evidence\":\"Declared in the MS Design + Innovation\",\"id\":\"n0\",\"kind\":\"condition\"}],\"notes\":[\"Program status condition not resolvable to a course node. Manual review required.\"],\"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":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_9acddaff420f31008b8b8b3d","course_id":"INTER-HE 940","catalog_version_id":"29b1b1d63e0ea9b7c08e832f1f7ee51c6177fb93cc234c612771a0692437e8f5","record_version_id":"6c1acc0cdd427987e85c1c73151ce58747e5a12329170a40e8a7592f380a7764","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"69d9d5d1c00fa990dc0f667bf7bb25ed3a1e18727fb0dd8e24458aa749cee6fd","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"design thinking\",\"collaborative design\",\"ethnographic research\",\"design capstone\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"INTER-HE 940\",\"field\":\"description\",\"quote\":\"exploring current state, empathizing with users, and defining opportunity areas for design\"}],\"text\":\"Empathizing with users and defining opportunities\"},{\"evidence\":[{\"course_id\":\"INTER-HE 940\",\"field\":\"description\",\"quote\":\"conduct ethnographic and inspiration research\"}],\"text\":\"Conducting ethnographic and inspiration research\"},{\"evidence\":[{\"course_id\":\"INTER-HE 940\",\"field\":\"description\",\"quote\":\"synthesize research findings into themes, insights and opportunities\"}],\"text\":\"Synthesizing research findings\"},{\"evidence\":[{\"course_id\":\"INTER-HE 940\",\"field\":\"description\",\"quote\":\"visualize opportunities with frameworks and concepts\"}],\"text\":\"Visualizing opportunities with frameworks\"},{\"evidence\":[{\"course_id\":\"INTER-HE 940\",\"field\":\"description\",\"quote\":\"compile evidence for desirability, feasibility and viability\"}],\"text\":\"Compiling evidence for desirability, feasibility, and viability\"},{\"evidence\":[{\"course_id\":\"INTER-HE 940\",\"field\":\"description\",\"quote\":\"Practice behaviors of design thinking - ethics, critique, and storytelling\"}],\"text\":\"Practicing design thinking behaviors like ethics, critique, and storytelling\"}],\"summary\":{\"evidence\":[{\"course_id\":\"INTER-HE 940\",\"field\":\"title\",\"quote\":\"COLLABORATIVE CAPSTONE I\"},{\"course_id\":\"INTER-HE 940\",\"field\":\"description\",\"quote\":\"Begin the collaborative design thinking process by exploring current state, empathizing with users, and defining opportunity areas for design.\"}],\"text\":\"INTER-HE 940 is a collaborative capstone course that teaches the design thinking process, including user empathy, research, synthesis, and opportunity visualization.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"INTER-HE 940\",\"field\":\"description\",\"quote\":\"collaborative design thinking process\"}],\"text\":\"Collaborative design thinking\"},{\"evidence\":[{\"course_id\":\"INTER-HE 940\",\"field\":\"description\",\"quote\":\"ethnographic and inspiration research\"}],\"text\":\"Ethnographic and inspiration research\"},{\"evidence\":[{\"course_id\":\"INTER-HE 940\",\"field\":\"description\",\"quote\":\"synthesize research findings into themes, insights and opportunities\"}],\"text\":\"Research synthesis and insight generation\"},{\"evidence\":[{\"course_id\":\"INTER-HE 940\",\"field\":\"description\",\"quote\":\"visualize opportunities with frameworks and concepts\"}],\"text\":\"Opportunity visualization and conceptualization\"},{\"evidence\":[{\"course_id\":\"INTER-HE 940\",\"field\":\"description\",\"quote\":\"compile evidence for desirability, feasibility and viability\"}],\"text\":\"Desirability, feasibility, and viability analysis\"}]}","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_9acddaff420f31008b8b8b3d","course_id":"INTER-HE 940","catalog_version_id":"29b1b1d63e0ea9b7c08e832f1f7ee51c6177fb93cc234c612771a0692437e8f5","record_version_id":"6c1acc0cdd427987e85c1c73151ce58747e5a12329170a40e8a7592f380a7764","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"69d9d5d1c00fa990dc0f667bf7bb25ed3a1e18727fb0dd8e24458aa749cee6fd","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_9acddaff420f31008b8b8b3d","course_id":"INTER-HE 940","catalog_version_id":"29b1b1d63e0ea9b7c08e832f1f7ee51c6177fb93cc234c612771a0692437e8f5","record_version_id":"6c1acc0cdd427987e85c1c73151ce58747e5a12329170a40e8a7592f380a7764","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"69d9d5d1c00fa990dc0f667bf7bb25ed3a1e18727fb0dd8e24458aa749cee6fd","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"13968099153177437db2f1024e5f5f0bd4c90a83d0e738af07b9fc67097220dc\",\"course_id\":\"INTER-HE 940\",\"current_instructors\":[],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":false,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"course_id\":\"INTER-HE 940\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"603b210b-656a-394f-aa64-01758eb07037\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"INTER-HE 940\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"603b210b-656a-394f-aa64-01758eb07037\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2021: 3.83 GPA, 100.0% A/AB (n=15 letter grades); Fall 2022: 3.88 GPA, 100.0% A/AB (n=12 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":false}]