[{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_bec529eaea205ffcc7c53954","course_id":"ISYE/PSYCH 854","catalog_version_id":"917e9d39ade053b8c3b7ccc2984e816fb81d518b8b6dc4499ad77d60d8fa3241","record_version_id":"212bc13dde420487d56e5ea88bd9bc14b00cab0ced5b446a9bf8c351963c559d","job_id":"enrich-04633fd0bf0a232679e27818","output_id":"5bb2fc2a2a7726335a09031ef74e520a43522c87d258aaa953322e705c967444","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_bec529eaea205ffcc7c53954","course_id":"ISYE/PSYCH 854","catalog_version_id":"917e9d39ade053b8c3b7ccc2984e816fb81d518b8b6dc4499ad77d60d8fa3241","record_version_id":"212bc13dde420487d56e5ea88bd9bc14b00cab0ced5b446a9bf8c351963c559d","job_id":"enrich-04633fd0bf0a232679e27818","output_id":"5bb2fc2a2a7726335a09031ef74e520a43522c87d258aaa953322e705c967444","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[],\"assumed_background\":[],\"search_phrases\":[\"organizational design\",\"industrial engineering problems\",\"organizational design methods\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"ISYE/PSYCH 854\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Apply advanced organizational design tools to solve a variety of industrial engineering problems\",\"source_url\":\"https://guide.wisc.edu/courses/i_sy_e/\"}],\"text\":\"Applying advanced organizational design tools to solve industrial engineering problems\"},{\"evidence\":[{\"course_id\":\"ISYE/PSYCH 854\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Analyze rigorously the methods used in organizational design\",\"source_url\":\"https://guide.wisc.edu/courses/i_sy_e/\"}],\"text\":\"Rigorously analyzing methods used in organizational design\"}],\"summary\":{\"evidence\":[{\"course_id\":\"ISYE/PSYCH 854\",\"field\":\"title\",\"quote\":\"SPECIAL TOPICS IN ORGANIZATION DESIGN\",\"source_url\":\"https://guide.wisc.edu/courses/i_sy_e/\"},{\"course_id\":\"ISYE/PSYCH 854\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Apply advanced organizational design tools to solve a variety of industrial engineering problems\",\"source_url\":\"https://guide.wisc.edu/courses/i_sy_e/\"}],\"text\":\"Special topics in organization design focusing on applying advanced tools to solve industrial engineering problems and analyzing organizational design methods.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ISYE/PSYCH 854\",\"field\":\"title\",\"quote\":\"SPECIAL TOPICS IN ORGANIZATION DESIGN\",\"source_url\":\"https://guide.wisc.edu/courses/i_sy_e/\"}],\"text\":\"Organization design\"},{\"evidence\":[{\"course_id\":\"ISYE/PSYCH 854\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Apply advanced organizational design tools to solve a variety of industrial engineering problems\",\"source_url\":\"https://guide.wisc.edu/courses/i_sy_e/\"}],\"text\":\"Industrial engineering problems\"}]}","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_bec529eaea205ffcc7c53954","course_id":"ISYE/PSYCH 854","catalog_version_id":"917e9d39ade053b8c3b7ccc2984e816fb81d518b8b6dc4499ad77d60d8fa3241","record_version_id":"212bc13dde420487d56e5ea88bd9bc14b00cab0ced5b446a9bf8c351963c559d","job_id":"enrich-04633fd0bf0a232679e27818","output_id":"5bb2fc2a2a7726335a09031ef74e520a43522c87d258aaa953322e705c967444","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_bec529eaea205ffcc7c53954","course_id":"ISYE/PSYCH 854","catalog_version_id":"917e9d39ade053b8c3b7ccc2984e816fb81d518b8b6dc4499ad77d60d8fa3241","record_version_id":"212bc13dde420487d56e5ea88bd9bc14b00cab0ced5b446a9bf8c351963c559d","job_id":"enrich-04633fd0bf0a232679e27818","output_id":"5bb2fc2a2a7726335a09031ef74e520a43522c87d258aaa953322e705c967444","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"68d53661b14269bd5d77d96c3e0d6bbab78d333a7161d7f9b95d2031e335ac9d\",\"course_id\":\"ISYE/PSYCH 854\",\"current_instructors\":[],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":false,\"profile_hash\":\"3f5110430805ccdd533c0c072df62d68a8a5f5441c4530bbdb15d419a199a09c\",\"quick_take\":[{\"citations\":[{\"course_id\":\"ISYE/PSYCH 854\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"2bb36c8c-5992-309e-8d06-419184d4f4bf\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1132\",\"type\":\"grade\"},{\"course_id\":\"ISYE/PSYCH 854\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"2bb36c8c-5992-309e-8d06-419184d4f4bf\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1154\",\"type\":\"grade\"},{\"course_id\":\"ISYE/PSYCH 854\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"2bb36c8c-5992-309e-8d06-419184d4f4bf\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2012: 3.98 GPA, 100.0% A/AB (n=20 letter grades); Spring 2015: 3.94 GPA, 100.0% A/AB (n=16 letter grades); Fall 2020: 4.00 GPA, 100.0% A/AB (n=7 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":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_bec529eaea205ffcc7c53954","course_id":"ISYE/PSYCH 854","catalog_version_id":"917e9d39ade053b8c3b7ccc2984e816fb81d518b8b6dc4499ad77d60d8fa3241","record_version_id":"212bc13dde420487d56e5ea88bd9bc14b00cab0ced5b446a9bf8c351963c559d","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"c0c92899c602fe8e66815b28c8b0f99eb57fac50e6c469f72586ba5c5212c4da","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_bec529eaea205ffcc7c53954","course_id":"ISYE/PSYCH 854","catalog_version_id":"917e9d39ade053b8c3b7ccc2984e816fb81d518b8b6dc4499ad77d60d8fa3241","record_version_id":"212bc13dde420487d56e5ea88bd9bc14b00cab0ced5b446a9bf8c351963c559d","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"c0c92899c602fe8e66815b28c8b0f99eb57fac50e6c469f72586ba5c5212c4da","section":"search_profile","status":"insufficient_evidence","value_json":null,"candidate_json":null,"error":"The catalog description is empty; use the source title instead of inferred search metadata.","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_bec529eaea205ffcc7c53954","course_id":"ISYE/PSYCH 854","catalog_version_id":"917e9d39ade053b8c3b7ccc2984e816fb81d518b8b6dc4499ad77d60d8fa3241","record_version_id":"212bc13dde420487d56e5ea88bd9bc14b00cab0ced5b446a9bf8c351963c559d","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"c0c92899c602fe8e66815b28c8b0f99eb57fac50e6c469f72586ba5c5212c4da","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_bec529eaea205ffcc7c53954","course_id":"ISYE/PSYCH 854","catalog_version_id":"917e9d39ade053b8c3b7ccc2984e816fb81d518b8b6dc4499ad77d60d8fa3241","record_version_id":"212bc13dde420487d56e5ea88bd9bc14b00cab0ced5b446a9bf8c351963c559d","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"c0c92899c602fe8e66815b28c8b0f99eb57fac50e6c469f72586ba5c5212c4da","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"68d53661b14269bd5d77d96c3e0d6bbab78d333a7161d7f9b95d2031e335ac9d\",\"course_id\":\"ISYE/PSYCH 854\",\"current_instructors\":[],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":false,\"profile_hash\":\"3f5110430805ccdd533c0c072df62d68a8a5f5441c4530bbdb15d419a199a09c\",\"quick_take\":[{\"citations\":[{\"course_id\":\"ISYE/PSYCH 854\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"2bb36c8c-5992-309e-8d06-419184d4f4bf\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1132\",\"type\":\"grade\"},{\"course_id\":\"ISYE/PSYCH 854\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"2bb36c8c-5992-309e-8d06-419184d4f4bf\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1154\",\"type\":\"grade\"},{\"course_id\":\"ISYE/PSYCH 854\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"2bb36c8c-5992-309e-8d06-419184d4f4bf\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2012: 3.98 GPA, 100.0% A/AB (n=20 letter grades); Spring 2015: 3.94 GPA, 100.0% A/AB (n=16 letter grades); Fall 2020: 4.00 GPA, 100.0% A/AB (n=7 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_bec529eaea205ffcc7c53954","course_id":"ISYE/PSYCH 854","catalog_version_id":"0e3e73aec3cc86606dcd630205407ca02d80296b4876305d38a4fd8379f23b1b","record_version_id":"110c7dc30ba6efe6acf9ff46ad63f5c90031885cbc56dcc06b052e929a231c37","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"6df6f0d396f338b36a45e8ff0019fb246d4d2b7a2aaa1827426303f8fd247adb","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Graduate/professional standing\",\"course\":null,\"evidence\":\"Graduate/professional standing\",\"id\":\"n0\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"n0\",\"status\":\"parsed\"}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_bec529eaea205ffcc7c53954","course_id":"ISYE/PSYCH 854","catalog_version_id":"0e3e73aec3cc86606dcd630205407ca02d80296b4876305d38a4fd8379f23b1b","record_version_id":"110c7dc30ba6efe6acf9ff46ad63f5c90031885cbc56dcc06b052e929a231c37","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"6df6f0d396f338b36a45e8ff0019fb246d4d2b7a2aaa1827426303f8fd247adb","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"ISYE 854\",\"PSYCH 854\",\"organization design graduate\",\"special topics ISYE\"],\"skills_taught\":[],\"summary\":{\"evidence\":[{\"course_id\":\"ISYE/PSYCH 854\",\"field\":\"title\",\"quote\":\"SPECIAL TOPICS IN ORGANIZATION DESIGN\"}],\"text\":\"This course covers special topics in organization design.\"},\"topics\":[]}","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_bec529eaea205ffcc7c53954","course_id":"ISYE/PSYCH 854","catalog_version_id":"0e3e73aec3cc86606dcd630205407ca02d80296b4876305d38a4fd8379f23b1b","record_version_id":"110c7dc30ba6efe6acf9ff46ad63f5c90031885cbc56dcc06b052e929a231c37","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"6df6f0d396f338b36a45e8ff0019fb246d4d2b7a2aaa1827426303f8fd247adb","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_bec529eaea205ffcc7c53954","course_id":"ISYE/PSYCH 854","catalog_version_id":"0e3e73aec3cc86606dcd630205407ca02d80296b4876305d38a4fd8379f23b1b","record_version_id":"110c7dc30ba6efe6acf9ff46ad63f5c90031885cbc56dcc06b052e929a231c37","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"0a9aa03ece413e6a70f3e8565c6327e278892678d43ecb4380b81fee0b52c223","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Graduate/professional standing\",\"course\":null,\"evidence\":\"Graduate/professional standing\",\"id\":\"n0\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"n0\",\"status\":\"parsed\"}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_bec529eaea205ffcc7c53954","course_id":"ISYE/PSYCH 854","catalog_version_id":"0e3e73aec3cc86606dcd630205407ca02d80296b4876305d38a4fd8379f23b1b","record_version_id":"110c7dc30ba6efe6acf9ff46ad63f5c90031885cbc56dcc06b052e929a231c37","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"0a9aa03ece413e6a70f3e8565c6327e278892678d43ecb4380b81fee0b52c223","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"ISYE 854\",\"PSYCH 854\",\"organization design graduate\",\"special topics ISYE\"],\"skills_taught\":[],\"summary\":{\"evidence\":[{\"course_id\":\"ISYE/PSYCH 854\",\"field\":\"title\",\"quote\":\"SPECIAL TOPICS IN ORGANIZATION DESIGN\"}],\"text\":\"This course covers special topics in organization design.\"},\"topics\":[]}","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_bec529eaea205ffcc7c53954","course_id":"ISYE/PSYCH 854","catalog_version_id":"0e3e73aec3cc86606dcd630205407ca02d80296b4876305d38a4fd8379f23b1b","record_version_id":"110c7dc30ba6efe6acf9ff46ad63f5c90031885cbc56dcc06b052e929a231c37","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"0a9aa03ece413e6a70f3e8565c6327e278892678d43ecb4380b81fee0b52c223","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_bec529eaea205ffcc7c53954","course_id":"ISYE/PSYCH 854","catalog_version_id":"917e9d39ade053b8c3b7ccc2984e816fb81d518b8b6dc4499ad77d60d8fa3241","record_version_id":"212bc13dde420487d56e5ea88bd9bc14b00cab0ced5b446a9bf8c351963c559d","job_id":"enrich-6556a505c10f448d98d02466","output_id":"3c030087e6ff3f2d3d2f8d7f5d0b16f52930a3a8cc2e237264f24580378d73ac","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_bec529eaea205ffcc7c53954","course_id":"ISYE/PSYCH 854","catalog_version_id":"917e9d39ade053b8c3b7ccc2984e816fb81d518b8b6dc4499ad77d60d8fa3241","record_version_id":"212bc13dde420487d56e5ea88bd9bc14b00cab0ced5b446a9bf8c351963c559d","job_id":"enrich-6556a505c10f448d98d02466","output_id":"3c030087e6ff3f2d3d2f8d7f5d0b16f52930a3a8cc2e237264f24580378d73ac","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[],\"assumed_background\":[],\"search_phrases\":[\"organizational design\",\"industrial engineering problems\",\"organizational design methods\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"ISYE/PSYCH 854\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Apply advanced organizational design tools to solve a variety of industrial engineering problems\",\"source_url\":\"https://guide.wisc.edu/courses/i_sy_e/\"}],\"text\":\"Applying advanced organizational design tools to solve industrial engineering problems\"},{\"evidence\":[{\"course_id\":\"ISYE/PSYCH 854\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Analyze rigorously the methods used in organizational design\",\"source_url\":\"https://guide.wisc.edu/courses/i_sy_e/\"}],\"text\":\"Rigorously analyzing methods used in organizational design\"}],\"summary\":{\"evidence\":[{\"course_id\":\"ISYE/PSYCH 854\",\"field\":\"title\",\"quote\":\"SPECIAL TOPICS IN ORGANIZATION DESIGN\",\"source_url\":\"https://guide.wisc.edu/courses/i_sy_e/\"},{\"course_id\":\"ISYE/PSYCH 854\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Apply advanced organizational design tools to solve a variety of industrial engineering problems\",\"source_url\":\"https://guide.wisc.edu/courses/i_sy_e/\"}],\"text\":\"Special topics in organization design focusing on applying advanced tools to solve industrial engineering problems and analyzing organizational design methods.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ISYE/PSYCH 854\",\"field\":\"title\",\"quote\":\"SPECIAL TOPICS IN ORGANIZATION DESIGN\",\"source_url\":\"https://guide.wisc.edu/courses/i_sy_e/\"}],\"text\":\"Organization design\"},{\"evidence\":[{\"course_id\":\"ISYE/PSYCH 854\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Apply advanced organizational design tools to solve a variety of industrial engineering problems\",\"source_url\":\"https://guide.wisc.edu/courses/i_sy_e/\"}],\"text\":\"Industrial engineering problems\"}]}","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_bec529eaea205ffcc7c53954","course_id":"ISYE/PSYCH 854","catalog_version_id":"917e9d39ade053b8c3b7ccc2984e816fb81d518b8b6dc4499ad77d60d8fa3241","record_version_id":"212bc13dde420487d56e5ea88bd9bc14b00cab0ced5b446a9bf8c351963c559d","job_id":"enrich-6556a505c10f448d98d02466","output_id":"3c030087e6ff3f2d3d2f8d7f5d0b16f52930a3a8cc2e237264f24580378d73ac","section":"student_experience","status":"insufficient_evidence","value_json":"{\"status\":\"insufficient_evidence\",\"themes\":[]}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_bec529eaea205ffcc7c53954","course_id":"ISYE/PSYCH 854","catalog_version_id":"0e3e73aec3cc86606dcd630205407ca02d80296b4876305d38a4fd8379f23b1b","record_version_id":"110c7dc30ba6efe6acf9ff46ad63f5c90031885cbc56dcc06b052e929a231c37","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"4b77b2e58a9a3a3d7e00d8d2a17ba879a0bdbb132c8469b71614cd245ff63953","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Graduate/professional standing\",\"course\":null,\"evidence\":\"Graduate/professional standing\",\"id\":\"n0\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"n0\",\"status\":\"parsed\"}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_bec529eaea205ffcc7c53954","course_id":"ISYE/PSYCH 854","catalog_version_id":"0e3e73aec3cc86606dcd630205407ca02d80296b4876305d38a4fd8379f23b1b","record_version_id":"110c7dc30ba6efe6acf9ff46ad63f5c90031885cbc56dcc06b052e929a231c37","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"4b77b2e58a9a3a3d7e00d8d2a17ba879a0bdbb132c8469b71614cd245ff63953","section":"search_profile","status":"insufficient_evidence","value_json":null,"candidate_json":null,"error":"The catalog description is empty; use the source title instead of inferred search metadata.","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_bec529eaea205ffcc7c53954","course_id":"ISYE/PSYCH 854","catalog_version_id":"0e3e73aec3cc86606dcd630205407ca02d80296b4876305d38a4fd8379f23b1b","record_version_id":"110c7dc30ba6efe6acf9ff46ad63f5c90031885cbc56dcc06b052e929a231c37","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"4b77b2e58a9a3a3d7e00d8d2a17ba879a0bdbb132c8469b71614cd245ff63953","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_bec529eaea205ffcc7c53954","course_id":"ISYE/PSYCH 854","catalog_version_id":"0e3e73aec3cc86606dcd630205407ca02d80296b4876305d38a4fd8379f23b1b","record_version_id":"110c7dc30ba6efe6acf9ff46ad63f5c90031885cbc56dcc06b052e929a231c37","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"4b77b2e58a9a3a3d7e00d8d2a17ba879a0bdbb132c8469b71614cd245ff63953","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"0b4f117a45e5e73c0b73c9ccbb7cd6048e3d505799fea7d2798d9aeccaa3eef5\",\"course_id\":\"ISYE/PSYCH 854\",\"current_instructors\":[],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":false,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"course_id\":\"ISYE/PSYCH 854\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"2bb36c8c-5992-309e-8d06-419184d4f4bf\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1132\",\"type\":\"grade\"},{\"course_id\":\"ISYE/PSYCH 854\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"2bb36c8c-5992-309e-8d06-419184d4f4bf\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1154\",\"type\":\"grade\"},{\"course_id\":\"ISYE/PSYCH 854\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"2bb36c8c-5992-309e-8d06-419184d4f4bf\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2012: 3.98 GPA, 100.0% A/AB (n=20 letter grades); Spring 2015: 3.94 GPA, 100.0% A/AB (n=16 letter grades); Fall 2020: 4.00 GPA, 100.0% A/AB (n=7 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}]