[{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_1b72a57ef5500715e0304c5b","course_id":"ISYE 702","catalog_version_id":"57fe2fd40bbbe0e5e31e408f18ccaf98e7e74ddc09f5bb82c75dc1c14d9ae3e6","record_version_id":"2a3a927ccdfd37372f86b6bf75f8b02ae2bce3d169a99df6a2ed57f3fe86c6ea","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"63d9138e7892f73340ec9ee79fae5630ae6ce159714a6d74efa082a6527a5c3b","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Graduate/professional standing\",\"course\":null,\"evidence\":\"Graduate/professional standing\",\"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_1b72a57ef5500715e0304c5b","course_id":"ISYE 702","catalog_version_id":"57fe2fd40bbbe0e5e31e408f18ccaf98e7e74ddc09f5bb82c75dc1c14d9ae3e6","record_version_id":"2a3a927ccdfd37372f86b6bf75f8b02ae2bce3d169a99df6a2ed57f3fe86c6ea","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"63d9138e7892f73340ec9ee79fae5630ae6ce159714a6d74efa082a6527a5c3b","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[],\"assumed_background\":[{\"evidence\":[{\"course_id\":\"ISYE 702\",\"field\":\"description\",\"quote\":\"Work experience that combines classroom theory with practical knowledge of operations to provide students with a background on which to develop and enhance a professional career.\",\"source_url\":\"https://guide.wisc.edu/courses/i_sy_e/\"}],\"text\":\"Classroom theory and practical knowledge of operations\"},{\"evidence\":[{\"course_id\":\"ISYE 702\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Synthesize and apply appropriate technical education to real world technical work\",\"source_url\":\"https://guide.wisc.edu/courses/i_sy_e/\"}],\"text\":\"Appropriate technical education\"}],\"search_phrases\":[\"graduate cooperative education program\",\"work experience combining classroom theory with practical knowledge of operations\",\"MS student co-op work\",\"real-life engineering ethics cases relevant to co-op work\",\"apply technical education to real world technical work\",\"professional career development for MS students\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"ISYE 702\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Identify and respond appropriately to real-life engineering ethics cases relevant to co-op work\",\"source_url\":\"https://guide.wisc.edu/courses/i_sy_e/\"}],\"text\":\"Identify and respond to real-life engineering ethics cases\"},{\"evidence\":[{\"course_id\":\"ISYE 702\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Synthesize and apply appropriate technical education to real world technical work\",\"source_url\":\"https://guide.wisc.edu/courses/i_sy_e/\"}],\"text\":\"Synthesize and apply technical education to real-world work\"},{\"evidence\":[{\"course_id\":\"ISYE 702\",\"field\":\"official_learning_outcomes\",\"outcome_index\":2,\"quote\":\"Communicate effectively in writing and speaking with a range of audiences in the workplace, including those without disciplinary expertise\",\"source_url\":\"https://guide.wisc.edu/courses/i_sy_e/\"}],\"text\":\"Communicate effectively in writing and speaking with diverse workplace audiences\"},{\"evidence\":[{\"course_id\":\"ISYE 702\",\"field\":\"official_learning_outcomes\",\"outcome_index\":3,\"quote\":\"Develop professional and transferable habits like time management skills, collaborative problem-solving skills, and research skills for learning new information\",\"source_url\":\"https://guide.wisc.edu/courses/i_sy_e/\"}],\"text\":\"Develop time management, collaborative problem-solving, and research skills\"}],\"summary\":{\"evidence\":[{\"course_id\":\"ISYE 702\",\"field\":\"title\",\"quote\":\"GRADUATE COOPERATIVE EDUCATION PROGRAM\",\"source_url\":\"https://guide.wisc.edu/courses/i_sy_e/\"},{\"course_id\":\"ISYE 702\",\"field\":\"description\",\"quote\":\"Work experience that combines classroom theory with practical knowledge of operations to provide students with a background on which to develop and enhance a professional career. The work experience is tailored for MS students from within the U.S. as well as eligible international students.\",\"source_url\":\"https://guide.wisc.edu/courses/i_sy_e/\"}],\"text\":\"Graduate Cooperative Education Program offering work experience combining classroom theory with practical operations knowledge for MS students.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ISYE 702\",\"field\":\"description\",\"quote\":\"practical knowledge of operations\",\"source_url\":\"https://guide.wisc.edu/courses/i_sy_e/\"}],\"text\":\"Practical knowledge of operations\"},{\"evidence\":[{\"course_id\":\"ISYE 702\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"real-life engineering ethics cases relevant to co-op work\",\"source_url\":\"https://guide.wisc.edu/courses/i_sy_e/\"}],\"text\":\"Engineering ethics in co-op work\"},{\"evidence\":[{\"course_id\":\"ISYE 702\",\"field\":\"official_learning_outcomes\",\"outcome_index\":2,\"quote\":\"Communicate effectively in writing and speaking with a range of audiences in the workplace\",\"source_url\":\"https://guide.wisc.edu/courses/i_sy_e/\"}],\"text\":\"Workplace communication\"},{\"evidence\":[{\"course_id\":\"ISYE 702\",\"field\":\"official_learning_outcomes\",\"outcome_index\":3,\"quote\":\"time management skills, collaborative problem-solving skills, and research skills\",\"source_url\":\"https://guide.wisc.edu/courses/i_sy_e/\"}],\"text\":\"Professional habits: time management, collaboration, research\"}]}","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_1b72a57ef5500715e0304c5b","course_id":"ISYE 702","catalog_version_id":"57fe2fd40bbbe0e5e31e408f18ccaf98e7e74ddc09f5bb82c75dc1c14d9ae3e6","record_version_id":"2a3a927ccdfd37372f86b6bf75f8b02ae2bce3d169a99df6a2ed57f3fe86c6ea","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"63d9138e7892f73340ec9ee79fae5630ae6ce159714a6d74efa082a6527a5c3b","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_1b72a57ef5500715e0304c5b","course_id":"ISYE 702","catalog_version_id":"57fe2fd40bbbe0e5e31e408f18ccaf98e7e74ddc09f5bb82c75dc1c14d9ae3e6","record_version_id":"2a3a927ccdfd37372f86b6bf75f8b02ae2bce3d169a99df6a2ed57f3fe86c6ea","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"63d9138e7892f73340ec9ee79fae5630ae6ce159714a6d74efa082a6527a5c3b","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"63a86c78bc283016206806eb2f93240b7e7dd960a0f9cd64ee38d7950fb8b03e\",\"course_id\":\"ISYE 702\",\"current_instructors\":[{\"instructor_uid\":\"instructor_5c459a85741b2367df53fd97\",\"message\":\"No course-specific reviews available\",\"name\":\"Julie Rae\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[]},{\"instructor_uid\":\"instructor_936d8aae599f274c46fad61a\",\"message\":\"No course-specific reviews available\",\"name\":\"Sierra Grim\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[]}],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":true,\"profile_hash\":\"3f5110430805ccdd533c0c072df62d68a8a5f5441c4530bbdb15d419a199a09c\",\"quick_take\":[],\"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_1b72a57ef5500715e0304c5b","course_id":"ISYE 702","catalog_version_id":"2046ab07eea5c666b7306803696418c41c163c20d5767e2dfb05cb3b00983860","record_version_id":"5ee129aa09afcef1a7a1192d9f421a8e7d17e892ed4ceaf6b21539ec7d4f24da","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"8a0130dc6ed3c7e7c39400cfe05fa2da42133d34273eeea43c701bfb7e5b8885","section":"requirements","status":"invalid","value_json":null,"candidate_json":"{\"nodes\":[{\"children\":[],\"condition\":null,\"course\":{\"course_number\":0,\"minimum_grade\":null,\"subjects\":[\"GRADUATE\"],\"timing\":\"prior\"},\"evidence\":\"Graduate/professional standing\",\"id\":\"n0\",\"kind\":\"condition\"}],\"notes\":[\"The requirement 'Graduate/professional standing' is a standing condition rather than a specific course. It is parsed as a verbatim condition leaf. No linked course exists to map this to a specific course node.\"],\"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_1b72a57ef5500715e0304c5b","course_id":"ISYE 702","catalog_version_id":"2046ab07eea5c666b7306803696418c41c163c20d5767e2dfb05cb3b00983860","record_version_id":"5ee129aa09afcef1a7a1192d9f421a8e7d17e892ed4ceaf6b21539ec7d4f24da","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"8a0130dc6ed3c7e7c39400cfe05fa2da42133d34273eeea43c701bfb7e5b8885","section":"search_profile","status":"invalid","value_json":null,"candidate_json":"{\"assumed_background\":[],\"search_phrases\":[\"graduate cooperative education\",\"ISYE 702 work experience\",\"MS operations research practicum\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"ISYE 702\",\"field\":\"description\",\"quote\":\"combine classroom theory with practical knowledge of operations\"}],\"text\":\"Integration of theoretical knowledge with practical operations\"}],\"summary\":{\"evidence\":[{\"course_id\":\"ISYE 702\",\"field\":\"title\",\"quote\":\"GRADUATE COOPERATIVE EDUCATION PROGRAM\"},{\"course_id\":\"ISYE 702\",\"field\":\"description\",\"quote\":\"Work experience that combines classroom theory with practical knowledge of operations\"}],\"text\":\"ISYE 702 is a graduate cooperative education program combining classroom theory with practical operations experience for MS students.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ISYE 702\",\"field\":\"description\",\"quote\":\"practical knowledge of operations\"}],\"text\":\"Operations management and practice\"}]}","error":"Invalid evidence for ISYE 702.description: 'combine classroom theory with practical knowledge of operations'. 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_1b72a57ef5500715e0304c5b","course_id":"ISYE 702","catalog_version_id":"2046ab07eea5c666b7306803696418c41c163c20d5767e2dfb05cb3b00983860","record_version_id":"5ee129aa09afcef1a7a1192d9f421a8e7d17e892ed4ceaf6b21539ec7d4f24da","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"8a0130dc6ed3c7e7c39400cfe05fa2da42133d34273eeea43c701bfb7e5b8885","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_1b72a57ef5500715e0304c5b","course_id":"ISYE 702","catalog_version_id":"2046ab07eea5c666b7306803696418c41c163c20d5767e2dfb05cb3b00983860","record_version_id":"5ee129aa09afcef1a7a1192d9f421a8e7d17e892ed4ceaf6b21539ec7d4f24da","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"33d4c6fcd83491f2a17e3832267fcde6166489089e10f8a1cae2870920b4de7e","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Graduate/professional standing\",\"course\":null,\"evidence\":\"Graduate/professional standing\",\"id\":\"n0\",\"kind\":\"condition\"}],\"notes\":[\"The requirement 'Graduate/professional standing' is a standing condition. Parsed as a condition node without a course reference.\"],\"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_1b72a57ef5500715e0304c5b","course_id":"ISYE 702","catalog_version_id":"2046ab07eea5c666b7306803696418c41c163c20d5767e2dfb05cb3b00983860","record_version_id":"5ee129aa09afcef1a7a1192d9f421a8e7d17e892ed4ceaf6b21539ec7d4f24da","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"33d4c6fcd83491f2a17e3832267fcde6166489089e10f8a1cae2870920b4de7e","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"graduate cooperative education\",\"ISYE 702 work experience\",\"MS operations research practicum\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"ISYE 702\",\"field\":\"description\",\"quote\":\"combines classroom theory with practical knowledge of operations\"}],\"text\":\"Integration of theoretical knowledge with practical operations\"}],\"summary\":{\"evidence\":[{\"course_id\":\"ISYE 702\",\"field\":\"title\",\"quote\":\"GRADUATE COOPERATIVE EDUCATION PROGRAM\"},{\"course_id\":\"ISYE 702\",\"field\":\"description\",\"quote\":\"Work experience that combines classroom theory with practical knowledge of operations\"}],\"text\":\"ISYE 702 is a graduate cooperative education program combining classroom theory with practical operations experience for MS students.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ISYE 702\",\"field\":\"description\",\"quote\":\"practical knowledge of operations\"}],\"text\":\"Operations management and practice\"}]}","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_1b72a57ef5500715e0304c5b","course_id":"ISYE 702","catalog_version_id":"2046ab07eea5c666b7306803696418c41c163c20d5767e2dfb05cb3b00983860","record_version_id":"5ee129aa09afcef1a7a1192d9f421a8e7d17e892ed4ceaf6b21539ec7d4f24da","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"33d4c6fcd83491f2a17e3832267fcde6166489089e10f8a1cae2870920b4de7e","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_1b72a57ef5500715e0304c5b","course_id":"ISYE 702","catalog_version_id":"57fe2fd40bbbe0e5e31e408f18ccaf98e7e74ddc09f5bb82c75dc1c14d9ae3e6","record_version_id":"2a3a927ccdfd37372f86b6bf75f8b02ae2bce3d169a99df6a2ed57f3fe86c6ea","job_id":"enrich-6556a505c10f448d98d02466","output_id":"fd61f67302de8b93a14a2dd6b638a82781739c069983e29a109b91e300b32878","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Graduate/professional standing\",\"course\":null,\"evidence\":\"Graduate/professional standing\",\"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_1b72a57ef5500715e0304c5b","course_id":"ISYE 702","catalog_version_id":"57fe2fd40bbbe0e5e31e408f18ccaf98e7e74ddc09f5bb82c75dc1c14d9ae3e6","record_version_id":"2a3a927ccdfd37372f86b6bf75f8b02ae2bce3d169a99df6a2ed57f3fe86c6ea","job_id":"enrich-6556a505c10f448d98d02466","output_id":"fd61f67302de8b93a14a2dd6b638a82781739c069983e29a109b91e300b32878","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[],\"assumed_background\":[{\"evidence\":[{\"course_id\":\"ISYE 702\",\"field\":\"description\",\"quote\":\"Work experience that combines classroom theory with practical knowledge of operations to provide students with a background on which to develop and enhance a professional career.\",\"source_url\":\"https://guide.wisc.edu/courses/i_sy_e/\"}],\"text\":\"Classroom theory and practical knowledge of operations\"},{\"evidence\":[{\"course_id\":\"ISYE 702\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Synthesize and apply appropriate technical education to real world technical work\",\"source_url\":\"https://guide.wisc.edu/courses/i_sy_e/\"}],\"text\":\"Appropriate technical education\"}],\"search_phrases\":[\"graduate cooperative education program\",\"work experience combining classroom theory with practical knowledge of operations\",\"MS student co-op work\",\"real-life engineering ethics cases relevant to co-op work\",\"apply technical education to real world technical work\",\"professional career development for MS students\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"ISYE 702\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Identify and respond appropriately to real-life engineering ethics cases relevant to co-op work\",\"source_url\":\"https://guide.wisc.edu/courses/i_sy_e/\"}],\"text\":\"Identify and respond to real-life engineering ethics cases\"},{\"evidence\":[{\"course_id\":\"ISYE 702\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Synthesize and apply appropriate technical education to real world technical work\",\"source_url\":\"https://guide.wisc.edu/courses/i_sy_e/\"}],\"text\":\"Synthesize and apply technical education to real-world work\"},{\"evidence\":[{\"course_id\":\"ISYE 702\",\"field\":\"official_learning_outcomes\",\"outcome_index\":2,\"quote\":\"Communicate effectively in writing and speaking with a range of audiences in the workplace, including those without disciplinary expertise\",\"source_url\":\"https://guide.wisc.edu/courses/i_sy_e/\"}],\"text\":\"Communicate effectively in writing and speaking with diverse workplace audiences\"},{\"evidence\":[{\"course_id\":\"ISYE 702\",\"field\":\"official_learning_outcomes\",\"outcome_index\":3,\"quote\":\"Develop professional and transferable habits like time management skills, collaborative problem-solving skills, and research skills for learning new information\",\"source_url\":\"https://guide.wisc.edu/courses/i_sy_e/\"}],\"text\":\"Develop time management, collaborative problem-solving, and research skills\"}],\"summary\":{\"evidence\":[{\"course_id\":\"ISYE 702\",\"field\":\"title\",\"quote\":\"GRADUATE COOPERATIVE EDUCATION PROGRAM\",\"source_url\":\"https://guide.wisc.edu/courses/i_sy_e/\"},{\"course_id\":\"ISYE 702\",\"field\":\"description\",\"quote\":\"Work experience that combines classroom theory with practical knowledge of operations to provide students with a background on which to develop and enhance a professional career. The work experience is tailored for MS students from within the U.S. as well as eligible international students.\",\"source_url\":\"https://guide.wisc.edu/courses/i_sy_e/\"}],\"text\":\"Graduate Cooperative Education Program offering work experience combining classroom theory with practical operations knowledge for MS students.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ISYE 702\",\"field\":\"description\",\"quote\":\"practical knowledge of operations\",\"source_url\":\"https://guide.wisc.edu/courses/i_sy_e/\"}],\"text\":\"Practical knowledge of operations\"},{\"evidence\":[{\"course_id\":\"ISYE 702\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"real-life engineering ethics cases relevant to co-op work\",\"source_url\":\"https://guide.wisc.edu/courses/i_sy_e/\"}],\"text\":\"Engineering ethics in co-op work\"},{\"evidence\":[{\"course_id\":\"ISYE 702\",\"field\":\"official_learning_outcomes\",\"outcome_index\":2,\"quote\":\"Communicate effectively in writing and speaking with a range of audiences in the workplace\",\"source_url\":\"https://guide.wisc.edu/courses/i_sy_e/\"}],\"text\":\"Workplace communication\"},{\"evidence\":[{\"course_id\":\"ISYE 702\",\"field\":\"official_learning_outcomes\",\"outcome_index\":3,\"quote\":\"time management skills, collaborative problem-solving skills, and research skills\",\"source_url\":\"https://guide.wisc.edu/courses/i_sy_e/\"}],\"text\":\"Professional habits: time management, collaboration, research\"}]}","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_1b72a57ef5500715e0304c5b","course_id":"ISYE 702","catalog_version_id":"57fe2fd40bbbe0e5e31e408f18ccaf98e7e74ddc09f5bb82c75dc1c14d9ae3e6","record_version_id":"2a3a927ccdfd37372f86b6bf75f8b02ae2bce3d169a99df6a2ed57f3fe86c6ea","job_id":"enrich-6556a505c10f448d98d02466","output_id":"fd61f67302de8b93a14a2dd6b638a82781739c069983e29a109b91e300b32878","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_1b72a57ef5500715e0304c5b","course_id":"ISYE 702","catalog_version_id":"2046ab07eea5c666b7306803696418c41c163c20d5767e2dfb05cb3b00983860","record_version_id":"5ee129aa09afcef1a7a1192d9f421a8e7d17e892ed4ceaf6b21539ec7d4f24da","job_id":"enrich-789789da373eecc1ff75f626","output_id":"bb3a7c1c4f160e84a74a97bf16f24ba0ba53dc7932e4ef88de70ae675faf3685","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Graduate/professional standing\",\"course\":null,\"evidence\":\"Graduate/professional standing\",\"id\":\"n0\",\"kind\":\"condition\"}],\"notes\":[\"The requirement 'Graduate/professional standing' is a standing condition. Parsed as a condition node without a course reference.\"],\"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_1b72a57ef5500715e0304c5b","course_id":"ISYE 702","catalog_version_id":"2046ab07eea5c666b7306803696418c41c163c20d5767e2dfb05cb3b00983860","record_version_id":"5ee129aa09afcef1a7a1192d9f421a8e7d17e892ed4ceaf6b21539ec7d4f24da","job_id":"enrich-789789da373eecc1ff75f626","output_id":"bb3a7c1c4f160e84a74a97bf16f24ba0ba53dc7932e4ef88de70ae675faf3685","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"graduate cooperative education\",\"ISYE 702 work experience\",\"MS operations research practicum\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"ISYE 702\",\"field\":\"description\",\"quote\":\"combines classroom theory with practical knowledge of operations\"}],\"text\":\"Integration of theoretical knowledge with practical operations\"}],\"summary\":{\"evidence\":[{\"course_id\":\"ISYE 702\",\"field\":\"title\",\"quote\":\"GRADUATE COOPERATIVE EDUCATION PROGRAM\"},{\"course_id\":\"ISYE 702\",\"field\":\"description\",\"quote\":\"Work experience that combines classroom theory with practical knowledge of operations\"}],\"text\":\"ISYE 702 is a graduate cooperative education program combining classroom theory with practical operations experience for MS students.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ISYE 702\",\"field\":\"description\",\"quote\":\"practical knowledge of operations\"}],\"text\":\"Operations management and practice\"}]}","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_1b72a57ef5500715e0304c5b","course_id":"ISYE 702","catalog_version_id":"2046ab07eea5c666b7306803696418c41c163c20d5767e2dfb05cb3b00983860","record_version_id":"5ee129aa09afcef1a7a1192d9f421a8e7d17e892ed4ceaf6b21539ec7d4f24da","job_id":"enrich-789789da373eecc1ff75f626","output_id":"bb3a7c1c4f160e84a74a97bf16f24ba0ba53dc7932e4ef88de70ae675faf3685","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_1b72a57ef5500715e0304c5b","course_id":"ISYE 702","catalog_version_id":"2046ab07eea5c666b7306803696418c41c163c20d5767e2dfb05cb3b00983860","record_version_id":"5ee129aa09afcef1a7a1192d9f421a8e7d17e892ed4ceaf6b21539ec7d4f24da","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"35ab4b7783e16b8b49c18b34bd058b7dd708562f01055849a60f81ef9f31ef53","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Graduate/professional standing\",\"course\":null,\"evidence\":\"Graduate/professional standing\",\"id\":\"n0\",\"kind\":\"condition\"}],\"notes\":[\"The requirement 'Graduate/professional standing' is a standing condition. Parsed as a condition node without a course reference.\"],\"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_1b72a57ef5500715e0304c5b","course_id":"ISYE 702","catalog_version_id":"2046ab07eea5c666b7306803696418c41c163c20d5767e2dfb05cb3b00983860","record_version_id":"5ee129aa09afcef1a7a1192d9f421a8e7d17e892ed4ceaf6b21539ec7d4f24da","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"35ab4b7783e16b8b49c18b34bd058b7dd708562f01055849a60f81ef9f31ef53","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"graduate cooperative education\",\"ISYE 702 work experience\",\"MS operations research practicum\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"ISYE 702\",\"field\":\"description\",\"quote\":\"combines classroom theory with practical knowledge of operations\"}],\"text\":\"Integration of theoretical knowledge with practical operations\"}],\"summary\":{\"evidence\":[{\"course_id\":\"ISYE 702\",\"field\":\"title\",\"quote\":\"GRADUATE COOPERATIVE EDUCATION PROGRAM\"},{\"course_id\":\"ISYE 702\",\"field\":\"description\",\"quote\":\"Work experience that combines classroom theory with practical knowledge of operations\"}],\"text\":\"ISYE 702 is a graduate cooperative education program combining classroom theory with practical operations experience for MS students.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ISYE 702\",\"field\":\"description\",\"quote\":\"practical knowledge of operations\"}],\"text\":\"Operations management and practice\"}]}","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_1b72a57ef5500715e0304c5b","course_id":"ISYE 702","catalog_version_id":"2046ab07eea5c666b7306803696418c41c163c20d5767e2dfb05cb3b00983860","record_version_id":"5ee129aa09afcef1a7a1192d9f421a8e7d17e892ed4ceaf6b21539ec7d4f24da","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"35ab4b7783e16b8b49c18b34bd058b7dd708562f01055849a60f81ef9f31ef53","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_1b72a57ef5500715e0304c5b","course_id":"ISYE 702","catalog_version_id":"2046ab07eea5c666b7306803696418c41c163c20d5767e2dfb05cb3b00983860","record_version_id":"5ee129aa09afcef1a7a1192d9f421a8e7d17e892ed4ceaf6b21539ec7d4f24da","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"35ab4b7783e16b8b49c18b34bd058b7dd708562f01055849a60f81ef9f31ef53","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"56ab882590b07ea0d57280e2abc2c4c58b75ad201c4f14a0c7c6078131f7a766\",\"course_id\":\"ISYE 702\",\"current_instructors\":[{\"instructor_uid\":\"instructor_5c459a85741b2367df53fd97\",\"message\":\"No course-specific reviews available\",\"name\":\"Julie Rae\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[]},{\"instructor_uid\":\"instructor_936d8aae599f274c46fad61a\",\"message\":\"No course-specific reviews available\",\"name\":\"Sierra Grim\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[]}],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":true,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[],\"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}]