[{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_820bd31d26cb28549515f802","course_id":"MARKETNG/OTM 727","catalog_version_id":"798028f1eaa3878aacf7bc51c1eca4d360dcba092c1a84eea6f938351dccdf17","record_version_id":"1f78a1d8e0fb902c968a0c029034ee32f30792f2d9d72a3b335ef535a734f8e4","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"f41156f6bdc7c805485acf8820d3459cf0ac640f1a093c6bffa8e4d17c8d11ed","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"cond-grad-standing\",\"cond-biz-exchange\"],\"condition\":null,\"course\":null,\"evidence\":\"Graduate/professional standing or declared in graduate Business Exchange program\",\"id\":\"root-any\",\"kind\":\"any\"},{\"children\":[],\"condition\":\"Graduate/professional standing\",\"course\":null,\"evidence\":\"Graduate/professional standing\",\"id\":\"cond-grad-standing\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"declared in graduate Business Exchange program\",\"course\":null,\"evidence\":\"declared in graduate Business Exchange program\",\"id\":\"cond-biz-exchange\",\"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_820bd31d26cb28549515f802","course_id":"MARKETNG/OTM 727","catalog_version_id":"798028f1eaa3878aacf7bc51c1eca4d360dcba092c1a84eea6f938351dccdf17","record_version_id":"1f78a1d8e0fb902c968a0c029034ee32f30792f2d9d72a3b335ef535a734f8e4","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"f41156f6bdc7c805485acf8820d3459cf0ac640f1a093c6bffa8e4d17c8d11ed","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[{\"evidence\":[{\"course_id\":\"MARKETNG/OTM 727\",\"field\":\"official_learning_outcomes\",\"outcome_index\":6,\"quote\":\"Identify and analyze appropriate data and information from an ERP system as a means to making measurable improvements in the performance of a business\",\"source_url\":\"https://guide.wisc.edu/courses/otm/\"}],\"label\":\"data-analysis\"}],\"assumed_background\":[],\"search_phrases\":[\"Supply chain management information technology\",\"ERP system implementation\",\"SAP supply chain simulation\",\"Enterprise resource planning course\",\"Business processes supply chain\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"MARKETNG/OTM 727\",\"field\":\"description\",\"quote\":\"enterprise resource planning (ERP) system implementation\",\"source_url\":\"https://guide.wisc.edu/courses/marketng/\"}],\"text\":\"Implementing enterprise resource planning (ERP) systems\"},{\"evidence\":[{\"course_id\":\"MARKETNG/OTM 727\",\"field\":\"description\",\"quote\":\"supply chain simulations using SAP software\",\"source_url\":\"https://guide.wisc.edu/courses/marketng/\"}],\"text\":\"Running supply chain simulations with SAP software\"},{\"evidence\":[{\"course_id\":\"MARKETNG/OTM 727\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Effectively utilize an ERP system to execute key business processes related to supply chain management and have an intermediate level of ability to navigate within an ERP system\",\"source_url\":\"https://guide.wisc.edu/courses/marketng/\"}],\"text\":\"Navigating and executing business processes in an ERP system\"}],\"summary\":{\"evidence\":[{\"course_id\":\"MARKETNG/OTM 727\",\"field\":\"title\",\"quote\":\"INFORMATION TECHNOLOGY IN SUPPLY CHAINS\",\"source_url\":\"https://guide.wisc.edu/courses/marketng/\"},{\"course_id\":\"MARKETNG/OTM 727\",\"field\":\"description\",\"quote\":\"Explores the concepts and practices of using information technology to effectively manage and operate supply chains of businesses and other organizations.\",\"source_url\":\"https://guide.wisc.edu/courses/marketng/\"}],\"text\":\"Information Technology in Supply Chains explores using IT to manage and operate supply chains, covering ERP implementation and SAP simulations.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"MARKETNG/OTM 727\",\"field\":\"description\",\"quote\":\"Topics include supply chain processes, enterprise resource planning (ERP) system implementation, and supply chain simulations using SAP software.\",\"source_url\":\"https://guide.wisc.edu/courses/marketng/\"}],\"text\":\"Supply chain processes, ERP system implementation, and SAP simulations\"}]}","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_820bd31d26cb28549515f802","course_id":"MARKETNG/OTM 727","catalog_version_id":"798028f1eaa3878aacf7bc51c1eca4d360dcba092c1a84eea6f938351dccdf17","record_version_id":"1f78a1d8e0fb902c968a0c029034ee32f30792f2d9d72a3b335ef535a734f8e4","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"f41156f6bdc7c805485acf8820d3459cf0ac640f1a093c6bffa8e4d17c8d11ed","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_820bd31d26cb28549515f802","course_id":"MARKETNG/OTM 727","catalog_version_id":"798028f1eaa3878aacf7bc51c1eca4d360dcba092c1a84eea6f938351dccdf17","record_version_id":"1f78a1d8e0fb902c968a0c029034ee32f30792f2d9d72a3b335ef535a734f8e4","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"f41156f6bdc7c805485acf8820d3459cf0ac640f1a093c6bffa8e4d17c8d11ed","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"f321d98bc76da393c0e47f7f29dc6a48e17e0c535888a0fd771bd67ac022503a\",\"course_id\":\"MARKETNG/OTM 727\",\"current_instructors\":[{\"instructor_uid\":\"instructor_2d78be7c13ff20b073f734d8\",\"message\":\"No course-specific reviews available\",\"name\":\"Peter Lukszys\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":\"rmp:1205495\",\"summary\":[{\"citations\":[{\"course_id\":\"MARKETNG/OTM 727\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"5d2d5ab3-e140-3726-aaee-a5ee3802e0b4\",\"source_record\":{\"entity_id\":\"5d2d5ab3-e140-3726-aaee-a5ee3802e0b4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"MARKETNG/OTM 727\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"5d2d5ab3-e140-3726-aaee-a5ee3802e0b4\",\"source_record\":{\"entity_id\":\"5d2d5ab3-e140-3726-aaee-a5ee3802e0b4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"MARKETNG/OTM 727\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"5d2d5ab3-e140-3726-aaee-a5ee3802e0b4\",\"source_record\":{\"entity_id\":\"5d2d5ab3-e140-3726-aaee-a5ee3802e0b4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2024: 3.78 GPA, 96.0% A/AB (n=50 letter grades); Spring 2025: 3.87 GPA, 100.0% A/AB (n=47 letter grades); Spring 2026: 3.76 GPA, 91.3% A/AB (n=46 letter grades).\"}]}],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":true,\"profile_hash\":\"3f5110430805ccdd533c0c072df62d68a8a5f5441c4530bbdb15d419a199a09c\",\"quick_take\":[{\"citations\":[{\"course_id\":\"MARKETNG/OTM 727\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"5d2d5ab3-e140-3726-aaee-a5ee3802e0b4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"MARKETNG/OTM 727\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"5d2d5ab3-e140-3726-aaee-a5ee3802e0b4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"MARKETNG/OTM 727\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"5d2d5ab3-e140-3726-aaee-a5ee3802e0b4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2024: 3.78 GPA, 96.0% A/AB (n=50 letter grades); Spring 2025: 3.87 GPA, 100.0% A/AB (n=47 letter grades); Spring 2026: 3.76 GPA, 91.3% A/AB (n=46 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"9dea82ef7f2113a5605c1c6030c4f9b19967eb742cc93a78268fb92357d29f5c\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"MARKETNG/OTM 727\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"5d2d5ab3-e140-3726-aaee-a5ee3802e0b4\",\"source_record\":{\"entity_id\":\"5d2d5ab3-e140-3726-aaee-a5ee3802e0b4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1114\",\"type\":\"grade\"},{\"course_id\":\"MARKETNG/OTM 727\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"5d2d5ab3-e140-3726-aaee-a5ee3802e0b4\",\"source_record\":{\"entity_id\":\"5d2d5ab3-e140-3726-aaee-a5ee3802e0b4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1124\",\"type\":\"grade\"},{\"course_id\":\"MARKETNG/OTM 727\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"5d2d5ab3-e140-3726-aaee-a5ee3802e0b4\",\"source_record\":{\"entity_id\":\"5d2d5ab3-e140-3726-aaee-a5ee3802e0b4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1134\",\"type\":\"grade\"},{\"course_id\":\"MARKETNG/OTM 727\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"5d2d5ab3-e140-3726-aaee-a5ee3802e0b4\",\"source_record\":{\"entity_id\":\"5d2d5ab3-e140-3726-aaee-a5ee3802e0b4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1144\",\"type\":\"grade\"},{\"course_id\":\"MARKETNG/OTM 727\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"5d2d5ab3-e140-3726-aaee-a5ee3802e0b4\",\"source_record\":{\"entity_id\":\"5d2d5ab3-e140-3726-aaee-a5ee3802e0b4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1154\",\"type\":\"grade\"},{\"course_id\":\"MARKETNG/OTM 727\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"5d2d5ab3-e140-3726-aaee-a5ee3802e0b4\",\"source_record\":{\"entity_id\":\"5d2d5ab3-e140-3726-aaee-a5ee3802e0b4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"MARKETNG/OTM 727\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"5d2d5ab3-e140-3726-aaee-a5ee3802e0b4\",\"source_record\":{\"entity_id\":\"5d2d5ab3-e140-3726-aaee-a5ee3802e0b4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"},{\"course_id\":\"MARKETNG/OTM 727\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"5d2d5ab3-e140-3726-aaee-a5ee3802e0b4\",\"source_record\":{\"entity_id\":\"5d2d5ab3-e140-3726-aaee-a5ee3802e0b4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"},{\"course_id\":\"MARKETNG/OTM 727\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"5d2d5ab3-e140-3726-aaee-a5ee3802e0b4\",\"source_record\":{\"entity_id\":\"5d2d5ab3-e140-3726-aaee-a5ee3802e0b4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"},{\"course_id\":\"MARKETNG/OTM 727\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"5d2d5ab3-e140-3726-aaee-a5ee3802e0b4\",\"source_record\":{\"entity_id\":\"5d2d5ab3-e140-3726-aaee-a5ee3802e0b4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"MARKETNG/OTM 727\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"5d2d5ab3-e140-3726-aaee-a5ee3802e0b4\",\"source_record\":{\"entity_id\":\"5d2d5ab3-e140-3726-aaee-a5ee3802e0b4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"MARKETNG/OTM 727\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"5d2d5ab3-e140-3726-aaee-a5ee3802e0b4\",\"source_record\":{\"entity_id\":\"5d2d5ab3-e140-3726-aaee-a5ee3802e0b4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"MARKETNG/OTM 727\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"5d2d5ab3-e140-3726-aaee-a5ee3802e0b4\",\"source_record\":{\"entity_id\":\"5d2d5ab3-e140-3726-aaee-a5ee3802e0b4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"MARKETNG/OTM 727\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"5d2d5ab3-e140-3726-aaee-a5ee3802e0b4\",\"source_record\":{\"entity_id\":\"5d2d5ab3-e140-3726-aaee-a5ee3802e0b4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"MARKETNG/OTM 727\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"5d2d5ab3-e140-3726-aaee-a5ee3802e0b4\",\"source_record\":{\"entity_id\":\"5d2d5ab3-e140-3726-aaee-a5ee3802e0b4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"PETER LUKSZYS is recorded teaching in Spring 2011, Spring 2012, Spring 2013, Spring 2014, Spring 2015, Spring 2016, Spring 2017, Spring 2018, Spring 2019, Spring 2020, Spring 2022, Spring 2023, Spring 2024, Spring 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"}],\"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_820bd31d26cb28549515f802","course_id":"MARKETNG/OTM 727","catalog_version_id":"0589bdf02ef4be91eec9139bb0681fd831955eb276643580f4cb99f6ffa8d518","record_version_id":"d889e86d8a49d43f30a88796b72fb2a262184112ee24ad7c16992f03790789c3","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"0c6cd003f3ef635cf70812afd00d4c79b10137b84c1d057fe617182517af3f3e","section":"requirements","status":"invalid","value_json":null,"candidate_json":"{\"nodes\":[{\"children\":[],\"condition\":null,\"course\":null,\"evidence\":\"Graduate/professional standing or declared in graduate Business Exchange program\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":null,\"evidence\":\"Graduate/professional standing\",\"id\":\"n1\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"declared in graduate Business Exchange program\",\"course\":null,\"evidence\":\"declared in graduate Business Exchange program\",\"id\":\"n2\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"n0\",\"status\":\"parsed\"}","error":"Unreachable nodes: n1, n2; connect all conditions and exclusions to the root.","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_820bd31d26cb28549515f802","course_id":"MARKETNG/OTM 727","catalog_version_id":"0589bdf02ef4be91eec9139bb0681fd831955eb276643580f4cb99f6ffa8d518","record_version_id":"d889e86d8a49d43f30a88796b72fb2a262184112ee24ad7c16992f03790789c3","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"0c6cd003f3ef635cf70812afd00d4c79b10137b84c1d057fe617182517af3f3e","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"supply chain information technology\",\"ERP system implementation\",\"SAP supply chain simulations\",\"supply chain management IT\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"MARKETNG/OTM 727\",\"field\":\"description\",\"quote\":\"using information technology to effectively manage and operate supply chains\"}],\"text\":\"Manage and operate supply chains using information technology\"},{\"evidence\":[{\"course_id\":\"MARKETNG/OTM 727\",\"field\":\"description\",\"quote\":\"enterprise resource planning (ERP) system implementation\"}],\"text\":\"Implement enterprise resource planning (ERP) systems\"},{\"evidence\":[{\"course_id\":\"MARKETNG/OTM 727\",\"field\":\"description\",\"quote\":\"supply chain simulations using SAP software\"}],\"text\":\"Conduct supply chain simulations using SAP software\"}],\"summary\":{\"evidence\":[{\"course_id\":\"MARKETNG/OTM 727\",\"field\":\"title\",\"quote\":\"INFORMATION TECHNOLOGY IN SUPPLY CHAINS\"},{\"course_id\":\"MARKETNG/OTM 727\",\"field\":\"description\",\"quote\":\"Explores the concepts and practices of using information technology to effectively manage and operate supply chains\"}],\"text\":\"Explores using IT to manage supply chains, covering ERP implementation and SAP simulations.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"MARKETNG/OTM 727\",\"field\":\"description\",\"quote\":\"supply chain processes\"}],\"text\":\"Supply chain processes\"},{\"evidence\":[{\"course_id\":\"MARKETNG/OTM 727\",\"field\":\"description\",\"quote\":\"enterprise resource planning (ERP) system implementation\"}],\"text\":\"Enterprise resource planning (ERP) system implementation\"},{\"evidence\":[{\"course_id\":\"MARKETNG/OTM 727\",\"field\":\"description\",\"quote\":\"supply chain simulations using SAP software\"}],\"text\":\"Supply chain simulations using SAP software\"}]}","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_820bd31d26cb28549515f802","course_id":"MARKETNG/OTM 727","catalog_version_id":"0589bdf02ef4be91eec9139bb0681fd831955eb276643580f4cb99f6ffa8d518","record_version_id":"d889e86d8a49d43f30a88796b72fb2a262184112ee24ad7c16992f03790789c3","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"0c6cd003f3ef635cf70812afd00d4c79b10137b84c1d057fe617182517af3f3e","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_820bd31d26cb28549515f802","course_id":"MARKETNG/OTM 727","catalog_version_id":"0589bdf02ef4be91eec9139bb0681fd831955eb276643580f4cb99f6ffa8d518","record_version_id":"d889e86d8a49d43f30a88796b72fb2a262184112ee24ad7c16992f03790789c3","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"ca2d04e4c49d2b6cd611ddc60a34a436c89607781be186ae12e493bd958e590c","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"Graduate/professional standing or declared in graduate Business Exchange program\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":\"Graduate/professional standing\",\"course\":null,\"evidence\":\"Graduate/professional standing\",\"id\":\"n1\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"declared in graduate Business Exchange program\",\"course\":null,\"evidence\":\"declared in graduate Business Exchange program\",\"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_820bd31d26cb28549515f802","course_id":"MARKETNG/OTM 727","catalog_version_id":"0589bdf02ef4be91eec9139bb0681fd831955eb276643580f4cb99f6ffa8d518","record_version_id":"d889e86d8a49d43f30a88796b72fb2a262184112ee24ad7c16992f03790789c3","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"ca2d04e4c49d2b6cd611ddc60a34a436c89607781be186ae12e493bd958e590c","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"supply chain information technology\",\"ERP system implementation\",\"SAP supply chain simulations\",\"supply chain management IT\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"MARKETNG/OTM 727\",\"field\":\"description\",\"quote\":\"using information technology to effectively manage and operate supply chains\"}],\"text\":\"Manage and operate supply chains using information technology\"},{\"evidence\":[{\"course_id\":\"MARKETNG/OTM 727\",\"field\":\"description\",\"quote\":\"enterprise resource planning (ERP) system implementation\"}],\"text\":\"Implement enterprise resource planning (ERP) systems\"},{\"evidence\":[{\"course_id\":\"MARKETNG/OTM 727\",\"field\":\"description\",\"quote\":\"supply chain simulations using SAP software\"}],\"text\":\"Conduct supply chain simulations using SAP software\"}],\"summary\":{\"evidence\":[{\"course_id\":\"MARKETNG/OTM 727\",\"field\":\"title\",\"quote\":\"INFORMATION TECHNOLOGY IN SUPPLY CHAINS\"},{\"course_id\":\"MARKETNG/OTM 727\",\"field\":\"description\",\"quote\":\"Explores the concepts and practices of using information technology to effectively manage and operate supply chains\"}],\"text\":\"Explores using IT to manage supply chains, covering ERP implementation and SAP simulations.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"MARKETNG/OTM 727\",\"field\":\"description\",\"quote\":\"supply chain processes\"}],\"text\":\"Supply chain processes\"},{\"evidence\":[{\"course_id\":\"MARKETNG/OTM 727\",\"field\":\"description\",\"quote\":\"enterprise resource planning (ERP) system implementation\"}],\"text\":\"Enterprise resource planning (ERP) system implementation\"},{\"evidence\":[{\"course_id\":\"MARKETNG/OTM 727\",\"field\":\"description\",\"quote\":\"supply chain simulations using SAP software\"}],\"text\":\"Supply chain simulations using SAP software\"}]}","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_820bd31d26cb28549515f802","course_id":"MARKETNG/OTM 727","catalog_version_id":"0589bdf02ef4be91eec9139bb0681fd831955eb276643580f4cb99f6ffa8d518","record_version_id":"d889e86d8a49d43f30a88796b72fb2a262184112ee24ad7c16992f03790789c3","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"ca2d04e4c49d2b6cd611ddc60a34a436c89607781be186ae12e493bd958e590c","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_820bd31d26cb28549515f802","course_id":"MARKETNG/OTM 727","catalog_version_id":"798028f1eaa3878aacf7bc51c1eca4d360dcba092c1a84eea6f938351dccdf17","record_version_id":"1f78a1d8e0fb902c968a0c029034ee32f30792f2d9d72a3b335ef535a734f8e4","job_id":"enrich-6556a505c10f448d98d02466","output_id":"bbd56fc7c46e8cc996c5a2e10224d17a893087074c80f1240b9e19f626f916c4","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"cond-grad-standing\",\"cond-biz-exchange\"],\"condition\":null,\"course\":null,\"evidence\":\"Graduate/professional standing or declared in graduate Business Exchange program\",\"id\":\"root-any\",\"kind\":\"any\"},{\"children\":[],\"condition\":\"Graduate/professional standing\",\"course\":null,\"evidence\":\"Graduate/professional standing\",\"id\":\"cond-grad-standing\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"declared in graduate Business Exchange program\",\"course\":null,\"evidence\":\"declared in graduate Business Exchange program\",\"id\":\"cond-biz-exchange\",\"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_820bd31d26cb28549515f802","course_id":"MARKETNG/OTM 727","catalog_version_id":"798028f1eaa3878aacf7bc51c1eca4d360dcba092c1a84eea6f938351dccdf17","record_version_id":"1f78a1d8e0fb902c968a0c029034ee32f30792f2d9d72a3b335ef535a734f8e4","job_id":"enrich-6556a505c10f448d98d02466","output_id":"bbd56fc7c46e8cc996c5a2e10224d17a893087074c80f1240b9e19f626f916c4","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[{\"evidence\":[{\"course_id\":\"MARKETNG/OTM 727\",\"field\":\"official_learning_outcomes\",\"outcome_index\":6,\"quote\":\"Identify and analyze appropriate data and information from an ERP system as a means to making measurable improvements in the performance of a business\",\"source_url\":\"https://guide.wisc.edu/courses/otm/\"}],\"label\":\"data-analysis\"}],\"assumed_background\":[],\"search_phrases\":[\"Supply chain management information technology\",\"ERP system implementation\",\"SAP supply chain simulation\",\"Enterprise resource planning course\",\"Business processes supply chain\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"MARKETNG/OTM 727\",\"field\":\"description\",\"quote\":\"enterprise resource planning (ERP) system implementation\",\"source_url\":\"https://guide.wisc.edu/courses/marketng/\"}],\"text\":\"Implementing enterprise resource planning (ERP) systems\"},{\"evidence\":[{\"course_id\":\"MARKETNG/OTM 727\",\"field\":\"description\",\"quote\":\"supply chain simulations using SAP software\",\"source_url\":\"https://guide.wisc.edu/courses/marketng/\"}],\"text\":\"Running supply chain simulations with SAP software\"},{\"evidence\":[{\"course_id\":\"MARKETNG/OTM 727\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Effectively utilize an ERP system to execute key business processes related to supply chain management and have an intermediate level of ability to navigate within an ERP system\",\"source_url\":\"https://guide.wisc.edu/courses/marketng/\"}],\"text\":\"Navigating and executing business processes in an ERP system\"}],\"summary\":{\"evidence\":[{\"course_id\":\"MARKETNG/OTM 727\",\"field\":\"title\",\"quote\":\"INFORMATION TECHNOLOGY IN SUPPLY CHAINS\",\"source_url\":\"https://guide.wisc.edu/courses/marketng/\"},{\"course_id\":\"MARKETNG/OTM 727\",\"field\":\"description\",\"quote\":\"Explores the concepts and practices of using information technology to effectively manage and operate supply chains of businesses and other organizations.\",\"source_url\":\"https://guide.wisc.edu/courses/marketng/\"}],\"text\":\"Information Technology in Supply Chains explores using IT to manage and operate supply chains, covering ERP implementation and SAP simulations.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"MARKETNG/OTM 727\",\"field\":\"description\",\"quote\":\"Topics include supply chain processes, enterprise resource planning (ERP) system implementation, and supply chain simulations using SAP software.\",\"source_url\":\"https://guide.wisc.edu/courses/marketng/\"}],\"text\":\"Supply chain processes, ERP system implementation, and SAP simulations\"}]}","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_820bd31d26cb28549515f802","course_id":"MARKETNG/OTM 727","catalog_version_id":"798028f1eaa3878aacf7bc51c1eca4d360dcba092c1a84eea6f938351dccdf17","record_version_id":"1f78a1d8e0fb902c968a0c029034ee32f30792f2d9d72a3b335ef535a734f8e4","job_id":"enrich-6556a505c10f448d98d02466","output_id":"bbd56fc7c46e8cc996c5a2e10224d17a893087074c80f1240b9e19f626f916c4","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_820bd31d26cb28549515f802","course_id":"MARKETNG/OTM 727","catalog_version_id":"0589bdf02ef4be91eec9139bb0681fd831955eb276643580f4cb99f6ffa8d518","record_version_id":"d889e86d8a49d43f30a88796b72fb2a262184112ee24ad7c16992f03790789c3","job_id":"enrich-789789da373eecc1ff75f626","output_id":"e7ad07e65c5bf1d8cc5112b602e606a296c4802742f15c3b0b9b8b9cf455d7a2","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"Graduate/professional standing or declared in graduate Business Exchange program\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":\"Graduate/professional standing\",\"course\":null,\"evidence\":\"Graduate/professional standing\",\"id\":\"n1\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"declared in graduate Business Exchange program\",\"course\":null,\"evidence\":\"declared in graduate Business Exchange program\",\"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_820bd31d26cb28549515f802","course_id":"MARKETNG/OTM 727","catalog_version_id":"0589bdf02ef4be91eec9139bb0681fd831955eb276643580f4cb99f6ffa8d518","record_version_id":"d889e86d8a49d43f30a88796b72fb2a262184112ee24ad7c16992f03790789c3","job_id":"enrich-789789da373eecc1ff75f626","output_id":"e7ad07e65c5bf1d8cc5112b602e606a296c4802742f15c3b0b9b8b9cf455d7a2","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"supply chain information technology\",\"ERP system implementation\",\"SAP supply chain simulations\",\"supply chain management IT\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"MARKETNG/OTM 727\",\"field\":\"description\",\"quote\":\"using information technology to effectively manage and operate supply chains\"}],\"text\":\"Manage and operate supply chains using information technology\"},{\"evidence\":[{\"course_id\":\"MARKETNG/OTM 727\",\"field\":\"description\",\"quote\":\"enterprise resource planning (ERP) system implementation\"}],\"text\":\"Implement enterprise resource planning (ERP) systems\"},{\"evidence\":[{\"course_id\":\"MARKETNG/OTM 727\",\"field\":\"description\",\"quote\":\"supply chain simulations using SAP software\"}],\"text\":\"Conduct supply chain simulations using SAP software\"}],\"summary\":{\"evidence\":[{\"course_id\":\"MARKETNG/OTM 727\",\"field\":\"title\",\"quote\":\"INFORMATION TECHNOLOGY IN SUPPLY CHAINS\"},{\"course_id\":\"MARKETNG/OTM 727\",\"field\":\"description\",\"quote\":\"Explores the concepts and practices of using information technology to effectively manage and operate supply chains\"}],\"text\":\"Explores using IT to manage supply chains, covering ERP implementation and SAP simulations.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"MARKETNG/OTM 727\",\"field\":\"description\",\"quote\":\"supply chain processes\"}],\"text\":\"Supply chain processes\"},{\"evidence\":[{\"course_id\":\"MARKETNG/OTM 727\",\"field\":\"description\",\"quote\":\"enterprise resource planning (ERP) system implementation\"}],\"text\":\"Enterprise resource planning (ERP) system implementation\"},{\"evidence\":[{\"course_id\":\"MARKETNG/OTM 727\",\"field\":\"description\",\"quote\":\"supply chain simulations using SAP software\"}],\"text\":\"Supply chain simulations using SAP software\"}]}","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_820bd31d26cb28549515f802","course_id":"MARKETNG/OTM 727","catalog_version_id":"0589bdf02ef4be91eec9139bb0681fd831955eb276643580f4cb99f6ffa8d518","record_version_id":"d889e86d8a49d43f30a88796b72fb2a262184112ee24ad7c16992f03790789c3","job_id":"enrich-789789da373eecc1ff75f626","output_id":"e7ad07e65c5bf1d8cc5112b602e606a296c4802742f15c3b0b9b8b9cf455d7a2","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_820bd31d26cb28549515f802","course_id":"MARKETNG/OTM 727","catalog_version_id":"0589bdf02ef4be91eec9139bb0681fd831955eb276643580f4cb99f6ffa8d518","record_version_id":"d889e86d8a49d43f30a88796b72fb2a262184112ee24ad7c16992f03790789c3","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"7e9b3940bf7836954ddf41b48160d17fde54fc61784d5d299af8fac823bb61f9","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"Graduate/professional standing or declared in graduate Business Exchange program\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":\"Graduate/professional standing\",\"course\":null,\"evidence\":\"Graduate/professional standing\",\"id\":\"n1\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"declared in graduate Business Exchange program\",\"course\":null,\"evidence\":\"declared in graduate Business Exchange program\",\"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_820bd31d26cb28549515f802","course_id":"MARKETNG/OTM 727","catalog_version_id":"0589bdf02ef4be91eec9139bb0681fd831955eb276643580f4cb99f6ffa8d518","record_version_id":"d889e86d8a49d43f30a88796b72fb2a262184112ee24ad7c16992f03790789c3","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"7e9b3940bf7836954ddf41b48160d17fde54fc61784d5d299af8fac823bb61f9","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"supply chain information technology\",\"ERP system implementation\",\"SAP supply chain simulations\",\"supply chain management IT\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"MARKETNG/OTM 727\",\"field\":\"description\",\"quote\":\"using information technology to effectively manage and operate supply chains\"}],\"text\":\"Manage and operate supply chains using information technology\"},{\"evidence\":[{\"course_id\":\"MARKETNG/OTM 727\",\"field\":\"description\",\"quote\":\"enterprise resource planning (ERP) system implementation\"}],\"text\":\"Implement enterprise resource planning (ERP) systems\"},{\"evidence\":[{\"course_id\":\"MARKETNG/OTM 727\",\"field\":\"description\",\"quote\":\"supply chain simulations using SAP software\"}],\"text\":\"Conduct supply chain simulations using SAP software\"}],\"summary\":{\"evidence\":[{\"course_id\":\"MARKETNG/OTM 727\",\"field\":\"title\",\"quote\":\"INFORMATION TECHNOLOGY IN SUPPLY CHAINS\"},{\"course_id\":\"MARKETNG/OTM 727\",\"field\":\"description\",\"quote\":\"Explores the concepts and practices of using information technology to effectively manage and operate supply chains\"}],\"text\":\"Explores using IT to manage supply chains, covering ERP implementation and SAP simulations.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"MARKETNG/OTM 727\",\"field\":\"description\",\"quote\":\"supply chain processes\"}],\"text\":\"Supply chain processes\"},{\"evidence\":[{\"course_id\":\"MARKETNG/OTM 727\",\"field\":\"description\",\"quote\":\"enterprise resource planning (ERP) system implementation\"}],\"text\":\"Enterprise resource planning (ERP) system implementation\"},{\"evidence\":[{\"course_id\":\"MARKETNG/OTM 727\",\"field\":\"description\",\"quote\":\"supply chain simulations using SAP software\"}],\"text\":\"Supply chain simulations using SAP software\"}]}","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_820bd31d26cb28549515f802","course_id":"MARKETNG/OTM 727","catalog_version_id":"0589bdf02ef4be91eec9139bb0681fd831955eb276643580f4cb99f6ffa8d518","record_version_id":"d889e86d8a49d43f30a88796b72fb2a262184112ee24ad7c16992f03790789c3","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"7e9b3940bf7836954ddf41b48160d17fde54fc61784d5d299af8fac823bb61f9","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_820bd31d26cb28549515f802","course_id":"MARKETNG/OTM 727","catalog_version_id":"0589bdf02ef4be91eec9139bb0681fd831955eb276643580f4cb99f6ffa8d518","record_version_id":"d889e86d8a49d43f30a88796b72fb2a262184112ee24ad7c16992f03790789c3","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"7e9b3940bf7836954ddf41b48160d17fde54fc61784d5d299af8fac823bb61f9","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"8543ddcefc8d5d762620227ebac5bc9c01f1c962071bf59b3b49f89bcea48dc5\",\"course_id\":\"MARKETNG/OTM 727\",\"current_instructors\":[],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":false,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"course_id\":\"MARKETNG/OTM 727\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"5d2d5ab3-e140-3726-aaee-a5ee3802e0b4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"MARKETNG/OTM 727\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"5d2d5ab3-e140-3726-aaee-a5ee3802e0b4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"MARKETNG/OTM 727\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"5d2d5ab3-e140-3726-aaee-a5ee3802e0b4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2024: 3.78 GPA, 96.0% A/AB (n=50 letter grades); Spring 2025: 3.87 GPA, 100.0% A/AB (n=47 letter grades); Spring 2026: 3.76 GPA, 91.3% A/AB (n=46 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}]