[{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_39e671c149b2fedfebece6aa","course_id":"MHR 412","catalog_version_id":"c124cf13059a29f910261a8c1f9081df4d3da18052144d3bbd65ce2d2b23bdde","record_version_id":"2b38896ebbd58891b48259f1be48239ed28de8313b1468f0b2e8425b388978d8","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"743343d7f029b44c57608e03f2a1b47fe9d8a871ad07c758535f38bfeb0be057","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Sophomore standing. Not open to graduate/professional students\",\"course\":null,\"evidence\":\"Sophomore standing. Not open to graduate/professional students\",\"id\":\"r1\",\"kind\":\"condition\"}],\"notes\":[\"Requirements text contains standing and exclusion clauses not decomposed into linked courses.\"],\"root\":\"r1\",\"status\":\"needs_review\"}","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_39e671c149b2fedfebece6aa","course_id":"MHR 412","catalog_version_id":"c124cf13059a29f910261a8c1f9081df4d3da18052144d3bbd65ce2d2b23bdde","record_version_id":"2b38896ebbd58891b48259f1be48239ed28de8313b1468f0b2e8425b388978d8","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"743343d7f029b44c57608e03f2a1b47fe9d8a871ad07c758535f38bfeb0be057","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[],\"assumed_background\":[],\"search_phrases\":[\"management consulting\",\"organizational diagnosis\",\"consulting interventions\",\"problem solving\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"MHR 412\",\"field\":\"description\",\"quote\":\"develop skills to diagnose the functioning of an organization, problem solving, and to design and implement interventions to enhance individual, group, and organizational effectiveness.\",\"source_url\":\"https://guide.wisc.edu/courses/m_h_r/\"}],\"text\":\"Diagnose organizational functioning, solve problems, and design and implement interventions for individual, group, and organizational effectiveness.\"},{\"evidence\":[{\"course_id\":\"MHR 412\",\"field\":\"official_learning_outcomes\",\"outcome_index\":3,\"quote\":\"Compose, communicate and deliver recommendations based of investigation and analysis.\",\"source_url\":\"https://guide.wisc.edu/courses/m_h_r/\"}],\"text\":\"Compose, communicate, and deliver recommendations based on investigation and analysis.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"MHR 412\",\"field\":\"title\",\"quote\":\"MANAGEMENT CONSULTING\",\"source_url\":\"https://guide.wisc.edu/courses/m_h_r/\"},{\"course_id\":\"MHR 412\",\"field\":\"description\",\"quote\":\"Offers an understanding of fundamental principles, methods, and tools used in management consulting and develop skills to diagnose the functioning of an organization, problem solving, and to design and implement interventions to enhance individual, group, and organizational effectiveness.\",\"source_url\":\"https://guide.wisc.edu/courses/m_h_r/\"}],\"text\":\"Management Consulting course covering fundamental principles, methods, and tools to diagnose organizations, solve problems, and design interventions for effectiveness.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"MHR 412\",\"field\":\"description\",\"quote\":\"fundamental principles, methods, and tools used in management consulting\",\"source_url\":\"https://guide.wisc.edu/courses/m_h_r/\"}],\"text\":\"Fundamental principles, methods, and tools of management consulting\"},{\"evidence\":[{\"course_id\":\"MHR 412\",\"field\":\"description\",\"quote\":\"diagnose the functioning of an organization\",\"source_url\":\"https://guide.wisc.edu/courses/m_h_r/\"}],\"text\":\"Diagnosing organizational functioning\"},{\"evidence\":[{\"course_id\":\"MHR 412\",\"field\":\"description\",\"quote\":\"design and implement interventions to enhance individual, group, and organizational effectiveness\",\"source_url\":\"https://guide.wisc.edu/courses/m_h_r/\"}],\"text\":\"Designing and implementing interventions for individual, group, and organizational effectiveness\"}]}","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_39e671c149b2fedfebece6aa","course_id":"MHR 412","catalog_version_id":"c124cf13059a29f910261a8c1f9081df4d3da18052144d3bbd65ce2d2b23bdde","record_version_id":"2b38896ebbd58891b48259f1be48239ed28de8313b1468f0b2e8425b388978d8","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"743343d7f029b44c57608e03f2a1b47fe9d8a871ad07c758535f38bfeb0be057","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"This may have been the worst class I have taken in my academic career (BA & MBA). Loren is incompetent, long winded, and completely out of touch with Management Consulting. I did not find a single thing useful in the entire class.  My advice if the topic is interesting to you? Read a book, pick up an academic journal. Just don't take this class!\",\"course_id\":\"MHR 412\",\"date\":\"2013-03-12 19:08:26 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"1f86b07182f9598ac17ad570\",\"instructor_id\":\"rmp:10222\",\"instructor_name\":\"Loren Kuzuhara\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTIxNDA1ODY0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/10222\"}],\"evidence_count\":1,\"review_ids\":[\"1f86b07182f9598ac17ad570\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:10222\",\"name\":\"Loren Kuzuhara\"}],\"review_year_end\":\"2013\",\"review_year_start\":\"2013\"},\"sentiment\":\"negative\",\"subject_instructor_id\":\"rmp:10222\",\"summary\":\"Cited reviews criticize Loren Kuzuhara as incompetent and out of touch with Management Consulting.\"},{\"aspect\":\"organization\",\"evidence\":[{\"comment\":\"Loren is a good guy that wants to help you learn, but his class is so disorganized. Lectures are probably only 20% of exams with 80% coming from textbook that isn't covered. If you are serious about management consulting this won't really help you besides the live case studies at the end of the semester. Don't take this class unless you have to. \",\"course_id\":\"MHR 412\",\"date\":\"2023-05-30 20:17:52 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"13edad015367f765befc17ca\",\"instructor_id\":\"rmp:10222\",\"instructor_name\":\"Loren Kuzuhara\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM4MDA2MTE0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/10222\"},{\"comment\":\"Pros:\\nHis class was Mission Impossible themed and he can be funny. He cares about his students.\\n\\nCons:\\nHis class is the most disorganized and messy I've ever seen. Lecture materials are riddled with grammar/spelling errors. He's not very knowledgable in statistics, but he thinks he is. He's stubborn and forgetful, so get everything in writing.\",\"course_id\":\"MHR 412\",\"date\":\"2024-12-11 22:44:02 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"e6d070168f71f389af7844af\",\"instructor_id\":\"rmp:10222\",\"instructor_name\":\"Loren Kuzuhara\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQwMjMzMjgx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/10222\"}],\"evidence_count\":2,\"review_ids\":[\"13edad015367f765befc17ca\",\"e6d070168f71f389af7844af\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:10222\",\"name\":\"Loren Kuzuhara\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2023\"},\"sentiment\":\"negative\",\"subject_instructor_id\":\"rmp:10222\",\"summary\":\"Cited reviews describe Loren Kuzuhara's class as disorganized and messy.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"Professor Loren is nice and wants his students to succeed, however a lot of his materials are riddled with spelling and grammar errors that make it very difficult to understand what he wants you to do/answer. Almost every question of a quiz I took had a spelling error or some sort of grammar problem that made the questions hard to understand.\",\"course_id\":\"MHR 412\",\"date\":\"2025-07-24 17:28:12 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"ad2762b607bf5ae60075ce8f\",\"instructor_id\":\"rmp:10222\",\"instructor_name\":\"Loren Kuzuhara\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTQxNTIxNzAz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/10222\"}],\"evidence_count\":1,\"review_ids\":[\"ad2762b607bf5ae60075ce8f\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:10222\",\"name\":\"Loren Kuzuhara\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2025\"},\"sentiment\":\"negative\",\"subject_instructor_id\":\"rmp:10222\",\"summary\":\"One reviewer notes Loren Kuzuhara's quiz materials contain spelling and grammar errors that make questions hard to understand.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Took this class with Loren after taking him for 305. The class was as expected, showing up to class is part of your grade, one large group project that he assigns towards the beginning of the semester, and many chances for extra credit. Lots of in class activities, only one midterm, and no final exam.\",\"course_id\":\"MHR 412\",\"date\":\"2018-06-05 18:00:29 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"0049f58684dab4587226ba72\",\"instructor_id\":\"rmp:10222\",\"instructor_name\":\"Loren Kuzuhara\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTMwMjM0NDEx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/10222\"}],\"evidence_count\":1,\"review_ids\":[\"0049f58684dab4587226ba72\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:10222\",\"name\":\"Loren Kuzuhara\"}],\"review_year_end\":\"2018\",\"review_year_start\":\"2018\"},\"sentiment\":\"neutral\",\"subject_instructor_id\":\"rmp:10222\",\"summary\":\"One reviewer describes Loren Kuzuhara's course structure including one large group project, many chances for extra credit, lots of in-class activities, one midterm, and no final exam.\"}]}","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_39e671c149b2fedfebece6aa","course_id":"MHR 412","catalog_version_id":"c124cf13059a29f910261a8c1f9081df4d3da18052144d3bbd65ce2d2b23bdde","record_version_id":"2b38896ebbd58891b48259f1be48239ed28de8313b1468f0b2e8425b388978d8","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"743343d7f029b44c57608e03f2a1b47fe9d8a871ad07c758535f38bfeb0be057","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"4c4e40fed92f3dee6b481d568a7c61eceb73058af29270e5993755edf0f346eb\",\"course_id\":\"MHR 412\",\"current_instructors\":[{\"instructor_uid\":\"instructor_a463258e9a813de241d4ff63\",\"message\":\"No course-specific reviews available\",\"name\":\"Jim Egan\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[{\"citations\":[{\"course_id\":\"MHR 412\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"e008a8a1-c572-3217-a7e0-a88fae2bd02a\",\"source_record\":{\"entity_id\":\"e008a8a1-c572-3217-a7e0-a88fae2bd02a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2026: 4.00 GPA, 100.0% A/AB (n=48 letter grades). Includes jointly taught sections.\"}]},{\"instructor_uid\":\"instructor_170db46f23c569346492e9df\",\"message\":\"No course-specific reviews available\",\"name\":\"Rhonda Holler Steenhagen\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[{\"citations\":[{\"course_id\":\"MHR 412\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"e008a8a1-c572-3217-a7e0-a88fae2bd02a\",\"source_record\":{\"entity_id\":\"e008a8a1-c572-3217-a7e0-a88fae2bd02a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2026: 3.62 GPA, 100.0% A/AB (n=42 letter grades). Includes jointly taught sections.\"}]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Loren Kuzuhara\",\"review_date\":\"2018-06-05 18:00:29 +0000 UTC\",\"review_id\":\"0049f58684dab4587226ba72\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:10222\",\"source_review_id\":\"UmF0aW5nLTMwMjM0NDEx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/10222\",\"type\":\"review\"}],\"evidence_scope\":\"past_student_reviews\",\"text\":\"The class included one large group project assigned early in the semester, many extra credit opportunities, and only one midterm with no final exam.\"}],\"errors\":[],\"historical_context\":[],\"message\":null,\"offered\":true,\"profile_hash\":\"3f5110430805ccdd533c0c072df62d68a8a5f5441c4530bbdb15d419a199a09c\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Loren Kuzuhara\",\"review_date\":\"2024-12-11 22:44:02 +0000 UTC\",\"review_id\":\"e6d070168f71f389af7844af\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:10222\",\"source_review_id\":\"UmF0aW5nLTQwMjMzMjgx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/10222\",\"type\":\"review\"}],\"evidence_scope\":\"past_student_reviews\",\"text\":\"Students described the course as fun and engaging, with one noting a Mission Impossible theme and the instructor's sense of humor.\"},{\"citations\":[{\"course_id\":\"MHR 412\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"e008a8a1-c572-3217-a7e0-a88fae2bd02a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"MHR 412\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"e008a8a1-c572-3217-a7e0-a88fae2bd02a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"MHR 412\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"e008a8a1-c572-3217-a7e0-a88fae2bd02a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.74 GPA, 94.0% A/AB (n=100 letter grades); Fall 2025: 3.78 GPA, 89.2% A/AB (n=102 letter grades); Spring 2026: 3.82 GPA, 100.0% A/AB (n=90 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Loren Kuzuhara\",\"review_date\":\"2023-05-30 20:17:52 +0000 UTC\",\"review_id\":\"13edad015367f765befc17ca\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:10222\",\"source_review_id\":\"UmF0aW5nLTM4MDA2MTE0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/10222\",\"type\":\"review\"},{\"instructor_name\":\"Loren Kuzuhara\",\"review_date\":\"2025-07-24 17:28:12 +0000 UTC\",\"review_id\":\"ad2762b607bf5ae60075ce8f\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:10222\",\"source_review_id\":\"UmF0aW5nLTQxNTIxNzAz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/10222\",\"type\":\"review\"}],\"evidence_scope\":\"past_student_reviews\",\"text\":\"Reviews indicated the course was disorganized, with lecture materials containing frequent spelling and grammar errors that made instructions difficult to understand.\"}],\"task_hash\":\"9dea82ef7f2113a5605c1c6030c4f9b19967eb742cc93a78268fb92357d29f5c\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"MHR 412\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"e008a8a1-c572-3217-a7e0-a88fae2bd02a\",\"source_record\":{\"entity_id\":\"e008a8a1-c572-3217-a7e0-a88fae2bd02a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"JIM EGAN is recorded teaching in Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MHR 412\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"e008a8a1-c572-3217-a7e0-a88fae2bd02a\",\"source_record\":{\"entity_id\":\"e008a8a1-c572-3217-a7e0-a88fae2bd02a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1124\",\"type\":\"grade\"},{\"course_id\":\"MHR 412\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"e008a8a1-c572-3217-a7e0-a88fae2bd02a\",\"source_record\":{\"entity_id\":\"e008a8a1-c572-3217-a7e0-a88fae2bd02a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1134\",\"type\":\"grade\"},{\"course_id\":\"MHR 412\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"e008a8a1-c572-3217-a7e0-a88fae2bd02a\",\"source_record\":{\"entity_id\":\"e008a8a1-c572-3217-a7e0-a88fae2bd02a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1144\",\"type\":\"grade\"},{\"course_id\":\"MHR 412\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"e008a8a1-c572-3217-a7e0-a88fae2bd02a\",\"source_record\":{\"entity_id\":\"e008a8a1-c572-3217-a7e0-a88fae2bd02a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1154\",\"type\":\"grade\"},{\"course_id\":\"MHR 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Recorded history may be incomplete and does not establish a future schedule.\"}],\"term_id\":\"1272\",\"term_name\":\"2026 Fall\",\"version\":2}","candidate_json":null,"error":"[{\"mode\": \"professor\", \"instructor_uid\": \"instructor_f82b2905ab4a6da164fd2e01\", \"error\": \"UnexpectedModelBehavior: Exceeded maximum output retries (2)\"}]","model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false}]