[{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_663af9450399bf267aa60a0c","course_id":"BME/ISYE 662","catalog_version_id":"d6478f243dd3761ce70d51bd7d067549c19afdc0ade517669a8a114e1220c6a8","record_version_id":"2e7fdb3121c7903b39a702e24053614c387cca1f5ccc10282372603a40870cca","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"afe3789543351a8d74b56129cb1dcc51ab7687ec3279163568ee57bbc5af456d","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"cond_junior\",\"cond_guest\"],\"condition\":null,\"course\":null,\"evidence\":\"Junior standing or member of Engineering Guest Students\",\"id\":\"root_any\",\"kind\":\"any\"},{\"children\":[],\"condition\":\"Junior standing\",\"course\":null,\"evidence\":\"Junior standing\",\"id\":\"cond_junior\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"member of Engineering Guest Students\",\"course\":null,\"evidence\":\"member of Engineering Guest Students\",\"id\":\"cond_guest\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"root_any\",\"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_663af9450399bf267aa60a0c","course_id":"BME/ISYE 662","catalog_version_id":"d6478f243dd3761ce70d51bd7d067549c19afdc0ade517669a8a114e1220c6a8","record_version_id":"2e7fdb3121c7903b39a702e24053614c387cca1f5ccc10282372603a40870cca","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"afe3789543351a8d74b56129cb1dcc51ab7687ec3279163568ee57bbc5af456d","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[],\"assumed_background\":[],\"search_phrases\":[\"design for persons with physical, sensory or cognitive impairments\",\"universal design principles\",\"accessibility in mass market products\",\"human factors and disability\",\"interdisciplinary team design competition\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"BME/ISYE 662\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Explain the access and usability issues that users with physical, sensory, or cognitive impairments due to age or permanent or temporary disability might experience when interacting with everyday products and environmental designs\",\"source_url\":\"https://guide.wisc.edu/courses/b_m_e/\"}],\"text\":\"Explain access and usability issues for users with physical, sensory, or cognitive impairments.\"},{\"evidence\":[{\"course_id\":\"BME/ISYE 662\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Apply human factors principles of universal design to describe redesign solutions for common products and environmental designs to improve accessibility for all users\",\"source_url\":\"https://guide.wisc.edu/courses/b_m_e/\"}],\"text\":\"Apply human factors principles of universal design to describe redesign solutions.\"},{\"evidence\":[{\"course_id\":\"BME/ISYE 662\",\"field\":\"description\",\"quote\":\"Interdisciplinary teams explore specific disabilities, then design a standard mass market product in competition with each other.\",\"source_url\":\"https://guide.wisc.edu/courses/b_m_e/\"}],\"text\":\"Design standard mass market products in interdisciplinary team competitions.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"BME/ISYE 662\",\"field\":\"title\",\"quote\":\"DESIGN AND HUMAN DISABILITY AND AGING\",\"source_url\":\"https://guide.wisc.edu/courses/b_m_e/\"},{\"course_id\":\"BME/ISYE 662\",\"field\":\"description\",\"quote\":\"Design of products for persons with physical, sensory or cognitive impairments is covered as well as the design of standard mass market products. Interdisciplinary teams explore specific disabilities, then design a standard mass market product in competition with each other.\",\"source_url\":\"https://guide.wisc.edu/courses/b_m_e/\"}],\"text\":\"Covers design of products for persons with physical, sensory, or cognitive impairments and standard mass market products through interdisciplinary team competitions.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"BME/ISYE 662\",\"field\":\"description\",\"quote\":\"Design of products for persons with physical, sensory or cognitive impairments is covered as well as the design of standard mass market products.\",\"source_url\":\"https://guide.wisc.edu/courses/b_m_e/\"}],\"text\":\"Product design for persons with physical, sensory, or cognitive impairments.\"},{\"evidence\":[{\"course_id\":\"BME/ISYE 662\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Apply human factors principles of universal design to describe redesign solutions for common products and environmental designs to improve accessibility for all users\",\"source_url\":\"https://guide.wisc.edu/courses/b_m_e/\"}],\"text\":\"Human factors principles of universal design.\"},{\"evidence\":[{\"course_id\":\"BME/ISYE 662\",\"field\":\"official_learning_outcomes\",\"outcome_index\":6,\"quote\":\"Articulate how social, institutional, and organizational structures and insufficiently designed systems and environments disadvantage various user groups, with special focus on aging and disabled users\",\"source_url\":\"https://guide.wisc.edu/courses/b_m_e/\"}],\"text\":\"Impact of social and institutional structures on aging and disabled users.\"}]}","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_663af9450399bf267aa60a0c","course_id":"BME/ISYE 662","catalog_version_id":"d6478f243dd3761ce70d51bd7d067549c19afdc0ade517669a8a114e1220c6a8","record_version_id":"2e7fdb3121c7903b39a702e24053614c387cca1f5ccc10282372603a40870cca","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"afe3789543351a8d74b56129cb1dcc51ab7687ec3279163568ee57bbc5af456d","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_663af9450399bf267aa60a0c","course_id":"BME/ISYE 662","catalog_version_id":"d6478f243dd3761ce70d51bd7d067549c19afdc0ade517669a8a114e1220c6a8","record_version_id":"2e7fdb3121c7903b39a702e24053614c387cca1f5ccc10282372603a40870cca","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"afe3789543351a8d74b56129cb1dcc51ab7687ec3279163568ee57bbc5af456d","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"c0db89ef5cd36a592fbe9f08b44d59c97d4f9e675082b68d4213b95c460a5bd7\",\"course_id\":\"BME/ISYE 662\",\"current_instructors\":[],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":false,\"profile_hash\":\"3f5110430805ccdd533c0c072df62d68a8a5f5441c4530bbdb15d419a199a09c\",\"quick_take\":[{\"citations\":[{\"course_id\":\"BME/ISYE 662\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"acccff35-910d-35f3-8895-6664d90670f8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"BME/ISYE 662\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"acccff35-910d-35f3-8895-6664d90670f8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"BME/ISYE 662\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"acccff35-910d-35f3-8895-6664d90670f8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2022: 4.00 GPA, 100.0% A/AB (n=52 letter grades); Spring 2024: 3.95 GPA, 96.9% A/AB (n=65 letter grades); Spring 2025: 3.99 GPA, 100.0% A/AB (n=75 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_663af9450399bf267aa60a0c","course_id":"BME/ISYE 662","catalog_version_id":"dc5ce64267d578a7b73937b26bc82d0056137f153f552f12c618fd328c1fbf93","record_version_id":"c916b87b028b516a30439483903b62a374772f842cc60526c39e745f5b37b3c0","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"beb1c5dcc492a69222c0856df2655fd165e9ef1e5189f020f75a2fd2390dcabc","section":"requirements","status":"invalid","value_json":null,"candidate_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"Junior standing or member of Engineering Guest Students\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":0,\"minimum_grade\":null,\"subjects\":[\"STANDING\"],\"timing\":\"prior\"},\"evidence\":\"Junior standing\",\"id\":\"n1\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"member of Engineering Guest Students\",\"course\":null,\"evidence\":\"member of Engineering Guest Students\",\"id\":\"n2\",\"kind\":\"condition\"}],\"notes\":[\"Junior standing is a condition leaf as no linked course exists for 'standing'.\"],\"root\":\"n0\",\"status\":\"needs_review\"}","error":"Only course nodes may carry course references","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_663af9450399bf267aa60a0c","course_id":"BME/ISYE 662","catalog_version_id":"dc5ce64267d578a7b73937b26bc82d0056137f153f552f12c618fd328c1fbf93","record_version_id":"c916b87b028b516a30439483903b62a374772f842cc60526c39e745f5b37b3c0","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"beb1c5dcc492a69222c0856df2655fd165e9ef1e5189f020f75a2fd2390dcabc","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"BME 662 design disability\",\"human factors engineering product design\",\"accessible design mass market\",\"interdisciplinary team design project\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"BME/ISYE 662\",\"field\":\"description\",\"quote\":\"Interdisciplinary teams explore specific disabilities, then design a standard mass market product\"}],\"text\":\"Interdisciplinary product design and competition\"},{\"evidence\":[{\"course_id\":\"BME/ISYE 662\",\"field\":\"description\",\"quote\":\"Design of products for persons with physical, sensory or cognitive impairments\"}],\"text\":\"Accessible product design for diverse abilities\"}],\"summary\":{\"evidence\":[{\"course_id\":\"BME/ISYE 662\",\"field\":\"title\",\"quote\":\"DESIGN AND HUMAN DISABILITY AND AGING\"},{\"course_id\":\"BME/ISYE 662\",\"field\":\"description\",\"quote\":\"Design of products for persons with physical, sensory or cognitive impairments is covered as well as the design of standard mass market products.\"}],\"text\":\"BME/ISYE 662 teaches the design of products for persons with disabilities and standard mass market items through interdisciplinary team projects.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"BME/ISYE 662\",\"field\":\"description\",\"quote\":\"explore specific disabilities\"}],\"text\":\"Specific disability types and characteristics\"},{\"evidence\":[{\"course_id\":\"BME/ISYE 662\",\"field\":\"description\",\"quote\":\"design a standard mass market product in competition\"}],\"text\":\"Mass market product design and competition\"}]}","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_663af9450399bf267aa60a0c","course_id":"BME/ISYE 662","catalog_version_id":"dc5ce64267d578a7b73937b26bc82d0056137f153f552f12c618fd328c1fbf93","record_version_id":"c916b87b028b516a30439483903b62a374772f842cc60526c39e745f5b37b3c0","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"beb1c5dcc492a69222c0856df2655fd165e9ef1e5189f020f75a2fd2390dcabc","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_663af9450399bf267aa60a0c","course_id":"BME/ISYE 662","catalog_version_id":"dc5ce64267d578a7b73937b26bc82d0056137f153f552f12c618fd328c1fbf93","record_version_id":"c916b87b028b516a30439483903b62a374772f842cc60526c39e745f5b37b3c0","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"20868de0bfdf5a3a7d944e0005ee7f5182d86617ff94dc7b616a8299b842a85a","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"Junior standing or member of Engineering Guest Students\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":\"Junior standing\",\"course\":null,\"evidence\":\"Junior standing\",\"id\":\"n1\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"member of Engineering Guest Students\",\"course\":null,\"evidence\":\"member of Engineering Guest Students\",\"id\":\"n2\",\"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_663af9450399bf267aa60a0c","course_id":"BME/ISYE 662","catalog_version_id":"dc5ce64267d578a7b73937b26bc82d0056137f153f552f12c618fd328c1fbf93","record_version_id":"c916b87b028b516a30439483903b62a374772f842cc60526c39e745f5b37b3c0","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"20868de0bfdf5a3a7d944e0005ee7f5182d86617ff94dc7b616a8299b842a85a","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"BME 662 design disability\",\"human factors engineering product design\",\"accessible design mass market\",\"interdisciplinary team design project\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"BME/ISYE 662\",\"field\":\"description\",\"quote\":\"Interdisciplinary teams explore specific disabilities, then design a standard mass market product\"}],\"text\":\"Interdisciplinary product design and competition\"},{\"evidence\":[{\"course_id\":\"BME/ISYE 662\",\"field\":\"description\",\"quote\":\"Design of products for persons with physical, sensory or cognitive impairments\"}],\"text\":\"Accessible product design for diverse abilities\"}],\"summary\":{\"evidence\":[{\"course_id\":\"BME/ISYE 662\",\"field\":\"title\",\"quote\":\"DESIGN AND HUMAN DISABILITY AND AGING\"},{\"course_id\":\"BME/ISYE 662\",\"field\":\"description\",\"quote\":\"Design of products for persons with physical, sensory or cognitive impairments is covered as well as the design of standard mass market products.\"}],\"text\":\"BME/ISYE 662 teaches the design of products for persons with disabilities and standard mass market items through interdisciplinary team projects.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"BME/ISYE 662\",\"field\":\"description\",\"quote\":\"explore specific disabilities\"}],\"text\":\"Specific disability types and characteristics\"},{\"evidence\":[{\"course_id\":\"BME/ISYE 662\",\"field\":\"description\",\"quote\":\"design a standard mass market product in competition\"}],\"text\":\"Mass market product design and competition\"}]}","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_663af9450399bf267aa60a0c","course_id":"BME/ISYE 662","catalog_version_id":"dc5ce64267d578a7b73937b26bc82d0056137f153f552f12c618fd328c1fbf93","record_version_id":"c916b87b028b516a30439483903b62a374772f842cc60526c39e745f5b37b3c0","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"20868de0bfdf5a3a7d944e0005ee7f5182d86617ff94dc7b616a8299b842a85a","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_663af9450399bf267aa60a0c","course_id":"BME/ISYE 662","catalog_version_id":"d6478f243dd3761ce70d51bd7d067549c19afdc0ade517669a8a114e1220c6a8","record_version_id":"2e7fdb3121c7903b39a702e24053614c387cca1f5ccc10282372603a40870cca","job_id":"enrich-6556a505c10f448d98d02466","output_id":"63e6454b2265c7c0097f7cbefc687a2a7d964400c01ed4a481f044ee5c80a5b7","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"cond_junior\",\"cond_guest\"],\"condition\":null,\"course\":null,\"evidence\":\"Junior standing or member of Engineering Guest Students\",\"id\":\"root_any\",\"kind\":\"any\"},{\"children\":[],\"condition\":\"Junior standing\",\"course\":null,\"evidence\":\"Junior standing\",\"id\":\"cond_junior\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"member of Engineering Guest Students\",\"course\":null,\"evidence\":\"member of Engineering Guest Students\",\"id\":\"cond_guest\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"root_any\",\"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_663af9450399bf267aa60a0c","course_id":"BME/ISYE 662","catalog_version_id":"d6478f243dd3761ce70d51bd7d067549c19afdc0ade517669a8a114e1220c6a8","record_version_id":"2e7fdb3121c7903b39a702e24053614c387cca1f5ccc10282372603a40870cca","job_id":"enrich-6556a505c10f448d98d02466","output_id":"63e6454b2265c7c0097f7cbefc687a2a7d964400c01ed4a481f044ee5c80a5b7","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[],\"assumed_background\":[],\"search_phrases\":[\"design for persons with physical, sensory or cognitive impairments\",\"universal design principles\",\"accessibility in mass market products\",\"human factors and disability\",\"interdisciplinary team design competition\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"BME/ISYE 662\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Explain the access and usability issues that users with physical, sensory, or cognitive impairments due to age or permanent or temporary disability might experience when interacting with everyday products and environmental designs\",\"source_url\":\"https://guide.wisc.edu/courses/b_m_e/\"}],\"text\":\"Explain access and usability issues for users with physical, sensory, or cognitive impairments.\"},{\"evidence\":[{\"course_id\":\"BME/ISYE 662\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Apply human factors principles of universal design to describe redesign solutions for common products and environmental designs to improve accessibility for all users\",\"source_url\":\"https://guide.wisc.edu/courses/b_m_e/\"}],\"text\":\"Apply human factors principles of universal design to describe redesign solutions.\"},{\"evidence\":[{\"course_id\":\"BME/ISYE 662\",\"field\":\"description\",\"quote\":\"Interdisciplinary teams explore specific disabilities, then design a standard mass market product in competition with each other.\",\"source_url\":\"https://guide.wisc.edu/courses/b_m_e/\"}],\"text\":\"Design standard mass market products in interdisciplinary team competitions.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"BME/ISYE 662\",\"field\":\"title\",\"quote\":\"DESIGN AND HUMAN DISABILITY AND AGING\",\"source_url\":\"https://guide.wisc.edu/courses/b_m_e/\"},{\"course_id\":\"BME/ISYE 662\",\"field\":\"description\",\"quote\":\"Design of products for persons with physical, sensory or cognitive impairments is covered as well as the design of standard mass market products. Interdisciplinary teams explore specific disabilities, then design a standard mass market product in competition with each other.\",\"source_url\":\"https://guide.wisc.edu/courses/b_m_e/\"}],\"text\":\"Covers design of products for persons with physical, sensory, or cognitive impairments and standard mass market products through interdisciplinary team competitions.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"BME/ISYE 662\",\"field\":\"description\",\"quote\":\"Design of products for persons with physical, sensory or cognitive impairments is covered as well as the design of standard mass market products.\",\"source_url\":\"https://guide.wisc.edu/courses/b_m_e/\"}],\"text\":\"Product design for persons with physical, sensory, or cognitive impairments.\"},{\"evidence\":[{\"course_id\":\"BME/ISYE 662\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Apply human factors principles of universal design to describe redesign solutions for common products and environmental designs to improve accessibility for all users\",\"source_url\":\"https://guide.wisc.edu/courses/b_m_e/\"}],\"text\":\"Human factors principles of universal design.\"},{\"evidence\":[{\"course_id\":\"BME/ISYE 662\",\"field\":\"official_learning_outcomes\",\"outcome_index\":6,\"quote\":\"Articulate how social, institutional, and organizational structures and insufficiently designed systems and environments disadvantage various user groups, with special focus on aging and disabled users\",\"source_url\":\"https://guide.wisc.edu/courses/b_m_e/\"}],\"text\":\"Impact of social and institutional structures on aging and disabled users.\"}]}","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_663af9450399bf267aa60a0c","course_id":"BME/ISYE 662","catalog_version_id":"d6478f243dd3761ce70d51bd7d067549c19afdc0ade517669a8a114e1220c6a8","record_version_id":"2e7fdb3121c7903b39a702e24053614c387cca1f5ccc10282372603a40870cca","job_id":"enrich-6556a505c10f448d98d02466","output_id":"63e6454b2265c7c0097f7cbefc687a2a7d964400c01ed4a481f044ee5c80a5b7","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_663af9450399bf267aa60a0c","course_id":"BME/ISYE 662","catalog_version_id":"dc5ce64267d578a7b73937b26bc82d0056137f153f552f12c618fd328c1fbf93","record_version_id":"c916b87b028b516a30439483903b62a374772f842cc60526c39e745f5b37b3c0","job_id":"enrich-789789da373eecc1ff75f626","output_id":"a3284a968b28ce018567caed71029cb67829d929b25f88dc509d6fb672e22e54","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"Junior standing or member of Engineering Guest Students\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":\"Junior standing\",\"course\":null,\"evidence\":\"Junior standing\",\"id\":\"n1\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"member of Engineering Guest Students\",\"course\":null,\"evidence\":\"member of Engineering Guest Students\",\"id\":\"n2\",\"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_663af9450399bf267aa60a0c","course_id":"BME/ISYE 662","catalog_version_id":"dc5ce64267d578a7b73937b26bc82d0056137f153f552f12c618fd328c1fbf93","record_version_id":"c916b87b028b516a30439483903b62a374772f842cc60526c39e745f5b37b3c0","job_id":"enrich-789789da373eecc1ff75f626","output_id":"a3284a968b28ce018567caed71029cb67829d929b25f88dc509d6fb672e22e54","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"BME 662 design disability\",\"human factors engineering product design\",\"accessible design mass market\",\"interdisciplinary team design project\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"BME/ISYE 662\",\"field\":\"description\",\"quote\":\"Interdisciplinary teams explore specific disabilities, then design a standard mass market product\"}],\"text\":\"Interdisciplinary product design and competition\"},{\"evidence\":[{\"course_id\":\"BME/ISYE 662\",\"field\":\"description\",\"quote\":\"Design of products for persons with physical, sensory or cognitive impairments\"}],\"text\":\"Accessible product design for diverse abilities\"}],\"summary\":{\"evidence\":[{\"course_id\":\"BME/ISYE 662\",\"field\":\"title\",\"quote\":\"DESIGN AND HUMAN DISABILITY AND AGING\"},{\"course_id\":\"BME/ISYE 662\",\"field\":\"description\",\"quote\":\"Design of products for persons with physical, sensory or cognitive impairments is covered as well as the design of standard mass market products.\"}],\"text\":\"BME/ISYE 662 teaches the design of products for persons with disabilities and standard mass market items through interdisciplinary team projects.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"BME/ISYE 662\",\"field\":\"description\",\"quote\":\"explore specific disabilities\"}],\"text\":\"Specific disability types and characteristics\"},{\"evidence\":[{\"course_id\":\"BME/ISYE 662\",\"field\":\"description\",\"quote\":\"design a standard mass market product in competition\"}],\"text\":\"Mass market product design and competition\"}]}","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_663af9450399bf267aa60a0c","course_id":"BME/ISYE 662","catalog_version_id":"dc5ce64267d578a7b73937b26bc82d0056137f153f552f12c618fd328c1fbf93","record_version_id":"c916b87b028b516a30439483903b62a374772f842cc60526c39e745f5b37b3c0","job_id":"enrich-789789da373eecc1ff75f626","output_id":"a3284a968b28ce018567caed71029cb67829d929b25f88dc509d6fb672e22e54","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_663af9450399bf267aa60a0c","course_id":"BME/ISYE 662","catalog_version_id":"dc5ce64267d578a7b73937b26bc82d0056137f153f552f12c618fd328c1fbf93","record_version_id":"c916b87b028b516a30439483903b62a374772f842cc60526c39e745f5b37b3c0","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"a8802e8c652cebcbaf688124e826c3e4cc612aaf3e26ab84d0caf69cb3463f3b","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"Junior standing or member of Engineering Guest Students\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":\"Junior standing\",\"course\":null,\"evidence\":\"Junior standing\",\"id\":\"n1\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"member of Engineering Guest Students\",\"course\":null,\"evidence\":\"member of Engineering Guest Students\",\"id\":\"n2\",\"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_663af9450399bf267aa60a0c","course_id":"BME/ISYE 662","catalog_version_id":"dc5ce64267d578a7b73937b26bc82d0056137f153f552f12c618fd328c1fbf93","record_version_id":"c916b87b028b516a30439483903b62a374772f842cc60526c39e745f5b37b3c0","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"a8802e8c652cebcbaf688124e826c3e4cc612aaf3e26ab84d0caf69cb3463f3b","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"BME 662 design disability\",\"human factors engineering product design\",\"accessible design mass market\",\"interdisciplinary team design project\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"BME/ISYE 662\",\"field\":\"description\",\"quote\":\"Interdisciplinary teams explore specific disabilities, then design a standard mass market product\"}],\"text\":\"Interdisciplinary product design and competition\"},{\"evidence\":[{\"course_id\":\"BME/ISYE 662\",\"field\":\"description\",\"quote\":\"Design of products for persons with physical, sensory or cognitive impairments\"}],\"text\":\"Accessible product design for diverse abilities\"}],\"summary\":{\"evidence\":[{\"course_id\":\"BME/ISYE 662\",\"field\":\"title\",\"quote\":\"DESIGN AND HUMAN DISABILITY AND AGING\"},{\"course_id\":\"BME/ISYE 662\",\"field\":\"description\",\"quote\":\"Design of products for persons with physical, sensory or cognitive impairments is covered as well as the design of standard mass market products.\"}],\"text\":\"BME/ISYE 662 teaches the design of products for persons with disabilities and standard mass market items through interdisciplinary team projects.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"BME/ISYE 662\",\"field\":\"description\",\"quote\":\"explore specific disabilities\"}],\"text\":\"Specific disability types and characteristics\"},{\"evidence\":[{\"course_id\":\"BME/ISYE 662\",\"field\":\"description\",\"quote\":\"design a standard mass market product in competition\"}],\"text\":\"Mass market product design and competition\"}]}","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_663af9450399bf267aa60a0c","course_id":"BME/ISYE 662","catalog_version_id":"dc5ce64267d578a7b73937b26bc82d0056137f153f552f12c618fd328c1fbf93","record_version_id":"c916b87b028b516a30439483903b62a374772f842cc60526c39e745f5b37b3c0","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"a8802e8c652cebcbaf688124e826c3e4cc612aaf3e26ab84d0caf69cb3463f3b","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_663af9450399bf267aa60a0c","course_id":"BME/ISYE 662","catalog_version_id":"dc5ce64267d578a7b73937b26bc82d0056137f153f552f12c618fd328c1fbf93","record_version_id":"c916b87b028b516a30439483903b62a374772f842cc60526c39e745f5b37b3c0","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"a8802e8c652cebcbaf688124e826c3e4cc612aaf3e26ab84d0caf69cb3463f3b","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"0995650177ebe53c559d2b2fa9b1b4a143022ab37b0591639db30163cc25a882\",\"course_id\":\"BME/ISYE 662\",\"current_instructors\":[],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":false,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"course_id\":\"BME/ISYE 662\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"acccff35-910d-35f3-8895-6664d90670f8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"BME/ISYE 662\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"acccff35-910d-35f3-8895-6664d90670f8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"BME/ISYE 662\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"acccff35-910d-35f3-8895-6664d90670f8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2022: 4.00 GPA, 100.0% A/AB (n=52 letter grades); Spring 2024: 3.95 GPA, 96.9% A/AB (n=65 letter grades); Spring 2025: 3.99 GPA, 100.0% A/AB (n=75 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}]