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He is a great professor with lots of real world experience. The class is engaging (much more so than MHR 300), and very straightforward. Exams are easy, based off of powerpoint slides. Book is not necessary. Case studies are fun, plus group project is easy. Highly recommended.\",\"course_id\":\"INTLBUS/MHR 403\",\"date\":\"2011-05-13 16:10:57 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"a3547f9ddbf46402cabee184\",\"instructor_id\":\"rmp:450539\",\"instructor_name\":\"Randall Dunham\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE4NTk2NDc5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/450539\"},{\"comment\":\"Randy is probably my favorite professor I have had at UW - Madison.  He is super energetic, friendly, and knowledgeable about his topics.  You definitely need to attend lectures as his test questions are pretty much only related to his slides and he talks about them in great depth.  If you ever have ANY questions, he is  more than happy to help!\",\"course_id\":\"INTLBUS/MHR 403\",\"date\":\"2014-11-05 14:11:33 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"44e0b7272c7f8b7ab960aab1\",\"instructor_id\":\"rmp:450539\",\"instructor_name\":\"Randall Dunham\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIzNzQ5Mjcx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/450539\"},{\"comment\":\"Min is a very nice and caring person but not a great teacher. Everything is based on the textbook. Exam questions are all nit picky specific from the textbook. Little lecture content/discussion stuff is tested, mainly just the textbook. Plenty of busy work with different due dates/times that can get tricky to keep track of it all. 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Not only was this class particularly easy, but he gives great lectures that help you understand the material.  Class exercises and case studies are interesting and not difficult.  He is a really nice guy. Missing class is okay but makes studying for quizzes more difficult.  Take this class!!\",\"course_id\":\"INTLBUS/MHR 403\",\"date\":\"2011-11-30 15:09:37 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"59067e229ee03234a6992080\",\"instructor_id\":\"rmp:450539\",\"instructor_name\":\"Randall Dunham\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE5MzQxMzY1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/450539\"},{\"comment\":\"She cares about the students and encourages active engagement, but the grading is exceptionally difficult and the tests test you on extremely specific details in the book. 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He's so enthusiastic, has incredible working experience, and truly cares about your learning. His tests are very straightforward if you've paid attention in lecture. The practice exams help a lot. Overall, this class is very manageable and as long as you put in effort, you'll do very well. Don't purchase the book - all slides.\",\"course_id\":\"INTLBUS/MHR 403\",\"date\":\"2016-05-15 11:50:38 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"b9707e9131870f973f95c1db\",\"instructor_id\":\"rmp:450539\",\"instructor_name\":\"Randall Dunham\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI2NTc5MDk5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/450539\"},{\"comment\":\"Exams based only on how well you can memorize the textbook, ruined interesting content with very dry exams\",\"course_id\":\"INTLBUS/MHR 403\",\"date\":\"2018-12-16 20:38:17 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"ea0664a3c2b192b15cd6b6cd\",\"instructor_id\":\"rmp:2256839\",\"instructor_name\":\"Min Li\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTMxMDU0MzEz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2256839\"},{\"comment\":\"Min has never held a real management job in her life and it shows in her teaching. Classic academic who doesn't have any real world experience to draw from. Exams are incredibly nit picky and require you to remember minute details from the text. She is a nice person, but I'd rather learn from a businessperson than from her and her 4 or so degrees.\",\"course_id\":\"INTLBUS/MHR 403\",\"date\":\"2020-05-01 22:56:19 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"73e789b4181eb3e351b47e89\",\"instructor_id\":\"rmp:2256839\",\"instructor_name\":\"Min Li\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTMzMTc5OTcx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2256839\"}],\"evidence_count\":3,\"review_ids\":[\"b9707e9131870f973f95c1db\",\"ea0664a3c2b192b15cd6b6cd\",\"73e789b4181eb3e351b47e89\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2256839\",\"name\":\"Min Li\"},{\"id\":\"rmp:450539\",\"name\":\"Randall Dunham\"}],\"review_year_end\":\"2020\",\"review_year_start\":\"2016\"},\"sentiment\":\"mixed\",\"summary\":\"Assessment methods differ: Dunham focuses on slides and simple tests, while Li focuses on textbook details and specific memorization.\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_5f8b5266ddc7951035529c83","course_id":"INTLBUS/MHR 403","catalog_version_id":"267468ae047340d73221944924b138637cf81dc68d6f176dab84fcceddc321c6","record_version_id":"984240bcebf54e5d4951a156c61cb9c967110c6d15756d26a2218eb046851984","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"d27884dff83f787b7edb7a2d8ec1c6b723ebf9b6a7ec7c070f36f9ca7c02cb19","section":"student_summary","status":"invalid","value_json":"{\"context_hash\":\"f7f60b7803a8df21df623dab49a1dc4b4be984a04f5ad61faa4a105fa3dbce50\",\"course_id\":\"INTLBUS/MHR 403\",\"current_instructors\":[{\"instructor_uid\":\"instructor_6d38f16075053fc722c5427e\",\"message\":\"No course-specific reviews available\",\"name\":\"Mark Barnard\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":\"rmp:2911651\",\"summary\":[{\"citations\":[{\"course_id\":\"INTLBUS/MHR 403\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"source_record\":{\"entity_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"INTLBUS/MHR 403\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"source_record\":{\"entity_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"INTLBUS/MHR 403\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"source_record\":{\"entity_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"INTLBUS/MHR 403\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"source_record\":{\"entity_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.72 GPA, 86.0% A/AB (n=43 letter grades); Fall 2025: 3.45 GPA, 65.9% A/AB (n=44 letter grades); Spring 2026: 3.57 GPA, 76.2% A/AB (n=21 letter grades).\"}]}],\"difficulty_workload\":[],\"errors\":[{\"error\":\"ModelAPIError: Connection error.\",\"instructor_uid\":null,\"mode\":\"history\"},{\"error\":\"ModelAPIError: Connection error.\",\"instructor_uid\":null,\"mode\":\"overview\"}],\"historical_context\":[],\"message\":null,\"offered\":true,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"course_id\":\"INTLBUS/MHR 403\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"INTLBUS/MHR 403\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"INTLBUS/MHR 403\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.72 GPA, 86.0% A/AB (n=43 letter grades); Fall 2025: 3.45 GPA, 65.9% A/AB (n=44 letter grades); Spring 2026: 3.57 GPA, 76.2% A/AB (n=21 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"INTLBUS/MHR 403\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"source_record\":{\"entity_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"INTLBUS/MHR 403\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"source_record\":{\"entity_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"INTLBUS/MHR 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403\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"source_record\":{\"entity_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"INTLBUS/MHR 403\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"source_record\":{\"entity_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"INTLBUS/MHR 403\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"source_record\":{\"entity_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"INTLBUS/MHR 403\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"source_record\":{\"entity_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"INTLBUS/MHR 403\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"source_record\":{\"entity_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"INTLBUS/MHR 403\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"source_record\":{\"entity_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"INTLBUS/MHR 403\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"source_record\":{\"entity_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"INTLBUS/MHR 403\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"source_record\":{\"entity_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"MARK BARNARD is recorded teaching in Fall 2022, Spring 2023, Fall 2023, Spring 2024, Fall 2024, Spring 2025, Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"INTLBUS/MHR 403\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"source_record\":{\"entity_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"INTLBUS/MHR 403\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"source_record\":{\"entity_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"INTLBUS/MHR 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403\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"source_record\":{\"entity_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"INTLBUS/MHR 403\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"source_record\":{\"entity_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"INTLBUS/MHR 403\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"source_record\":{\"entity_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"INTLBUS/MHR 403\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"source_record\":{\"entity_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"INTLBUS/MHR 403\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"source_record\":{\"entity_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"}],\"text\":\"MIN LI is recorded teaching in Fall 2016, Spring 2017, Fall 2017, Spring 2018, Fall 2018, Spring 2019, Fall 2019, Spring 2020, Fall 2020, Fall 2021, Spring 2022. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"INTLBUS/MHR 403\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"source_record\":{\"entity_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1114\",\"type\":\"grade\"},{\"course_id\":\"INTLBUS/MHR 403\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"source_record\":{\"entity_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1122\",\"type\":\"grade\"},{\"course_id\":\"INTLBUS/MHR 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He is a great professor with lots of real world experience. The class is engaging (much more so than MHR 300), and very straightforward. Exams are easy, based off of powerpoint slides. Book is not necessary. Case studies are fun, plus group project is easy. Highly recommended.\",\"course_id\":\"INTLBUS/MHR 403\",\"date\":\"2011-05-13 16:10:57 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"a3547f9ddbf46402cabee184\",\"instructor_id\":\"rmp:450539\",\"instructor_name\":\"Randall Dunham\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE4NTk2NDc5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/450539\"},{\"comment\":\"Randy is probably my favorite professor I have had at UW - Madison.  He is super energetic, friendly, and knowledgeable about his topics.  You definitely need to attend lectures as his test questions are pretty much only related to his slides and he talks about them in great depth.  If you ever have ANY questions, he is  more than happy to help!\",\"course_id\":\"INTLBUS/MHR 403\",\"date\":\"2014-11-05 14:11:33 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"44e0b7272c7f8b7ab960aab1\",\"instructor_id\":\"rmp:450539\",\"instructor_name\":\"Randall Dunham\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIzNzQ5Mjcx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/450539\"},{\"comment\":\"Min is a very nice and caring person but not a great teacher. Everything is based on the textbook. Exam questions are all nit picky specific from the textbook. Little lecture content/discussion stuff is tested, mainly just the textbook. Plenty of busy work with different due dates/times that can get tricky to keep track of it all. 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Not only was this class particularly easy, but he gives great lectures that help you understand the material.  Class exercises and case studies are interesting and not difficult.  He is a really nice guy. Missing class is okay but makes studying for quizzes more difficult.  Take this class!!\",\"course_id\":\"INTLBUS/MHR 403\",\"date\":\"2011-11-30 15:09:37 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"59067e229ee03234a6992080\",\"instructor_id\":\"rmp:450539\",\"instructor_name\":\"Randall Dunham\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE5MzQxMzY1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/450539\"},{\"comment\":\"She cares about the students and encourages active engagement, but the grading is exceptionally difficult and the tests test you on extremely specific details in the book. 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He is a great professor with lots of real world experience. The class is engaging (much more so than MHR 300), and very straightforward. Exams are easy, based off of powerpoint slides. Book is not necessary. Case studies are fun, plus group project is easy. Highly recommended.\",\"course_id\":\"INTLBUS/MHR 403\",\"date\":\"2011-05-13 16:10:57 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"a3547f9ddbf46402cabee184\",\"instructor_id\":\"rmp:450539\",\"instructor_name\":\"Randall Dunham\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE4NTk2NDc5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/450539\"},{\"comment\":\"Randy is probably my favorite professor I have had at UW - Madison.  He is super energetic, friendly, and knowledgeable about his topics.  You definitely need to attend lectures as his test questions are pretty much only related to his slides and he talks about them in great depth.  If you ever have ANY questions, he is  more than happy to help!\",\"course_id\":\"INTLBUS/MHR 403\",\"date\":\"2014-11-05 14:11:33 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"44e0b7272c7f8b7ab960aab1\",\"instructor_id\":\"rmp:450539\",\"instructor_name\":\"Randall Dunham\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIzNzQ5Mjcx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/450539\"},{\"comment\":\"Min is a very nice and caring person but not a great teacher. Everything is based on the textbook. Exam questions are all nit picky specific from the textbook. Little lecture content/discussion stuff is tested, mainly just the textbook. Plenty of busy work with different due dates/times that can get tricky to keep track of it all. Not the best.\",\"course_id\":\"INTLBUS/MHR 403\",\"date\":\"2020-05-10 16:04:35 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"7319f32c9682cce574e92422\",\"instructor_id\":\"rmp:2256839\",\"instructor_name\":\"Min Li\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTMzMjU1ODAy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2256839\"}],\"evidence_count\":3,\"review_ids\":[\"a3547f9ddbf46402cabee184\",\"44e0b7272c7f8b7ab960aab1\",\"7319f32c9682cce574e92422\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2256839\",\"name\":\"Min Li\"},{\"id\":\"rmp:450539\",\"name\":\"Randall Dunham\"}],\"review_year_end\":\"2020\",\"review_year_start\":\"2011\"},\"sentiment\":\"positive\",\"summary\":\"Randy Dunham is described as energetic, friendly, and clear, with tests based on slides. Min Li is organized but criticized for nit-picky textbook questions.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"I love Randy Dunham!! Not only was this class particularly easy, but he gives great lectures that help you understand the material.  Class exercises and case studies are interesting and not difficult.  He is a really nice guy. Missing class is okay but makes studying for quizzes more difficult.  Take this class!!\",\"course_id\":\"INTLBUS/MHR 403\",\"date\":\"2011-11-30 15:09:37 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"59067e229ee03234a6992080\",\"instructor_id\":\"rmp:450539\",\"instructor_name\":\"Randall Dunham\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE5MzQxMzY1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/450539\"},{\"comment\":\"She cares about the students and encourages active engagement, but the grading is exceptionally difficult and the tests test you on extremely specific details in the book. This is not a class I recommend taking.\",\"course_id\":\"INTLBUS/MHR 403\",\"date\":\"2017-12-25 00:50:15 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"84d5bf37001d6add83f4e21f\",\"instructor_id\":\"rmp:2256839\",\"instructor_name\":\"Min Li\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTI5MzMyMjcy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2256839\"},{\"comment\":\"Took this class as a freshman not having any MHR background and it wasn't bad. Min is so sweet too. Def lecture & book heavy though, activities in class will be referenced on exams! As long as you learn the study guide you'll be fine, no trick questions either. Only has 2 case studies,1 group project, 1 midterm, and a noncumulative exam. Just read\",\"course_id\":\"INTLBUS/MHR 403\",\"date\":\"2018-12-19 07:07:19 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"ed34dfc9a8f7f1db18aa2001\",\"instructor_id\":\"rmp:2256839\",\"instructor_name\":\"Min Li\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMxMDk2MjU1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2256839\"}],\"evidence_count\":3,\"review_ids\":[\"59067e229ee03234a6992080\",\"84d5bf37001d6add83f4e21f\",\"ed34dfc9a8f7f1db18aa2001\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2256839\",\"name\":\"Min Li\"},{\"id\":\"rmp:450539\",\"name\":\"Randall Dunham\"}],\"review_year_end\":\"2018\",\"review_year_start\":\"2011\"},\"sentiment\":\"mixed\",\"summary\":\"Overall experience varies significantly by instructor. Dunham's version is considered easy and straightforward, while Li's is considered difficult with heavy memorization requirements.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"RANDY IS THE BEST. He's so enthusiastic, has incredible working experience, and truly cares about your learning. His tests are very straightforward if you've paid attention in lecture. The practice exams help a lot. Overall, this class is very manageable and as long as you put in effort, you'll do very well. Don't purchase the book - all slides.\",\"course_id\":\"INTLBUS/MHR 403\",\"date\":\"2016-05-15 11:50:38 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"b9707e9131870f973f95c1db\",\"instructor_id\":\"rmp:450539\",\"instructor_name\":\"Randall Dunham\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI2NTc5MDk5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/450539\"},{\"comment\":\"Exams based only on how well you can memorize the textbook, ruined interesting content with very dry exams\",\"course_id\":\"INTLBUS/MHR 403\",\"date\":\"2018-12-16 20:38:17 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"ea0664a3c2b192b15cd6b6cd\",\"instructor_id\":\"rmp:2256839\",\"instructor_name\":\"Min Li\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTMxMDU0MzEz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2256839\"},{\"comment\":\"Min has never held a real management job in her life and it shows in her teaching. Classic academic who doesn't have any real world experience to draw from. Exams are incredibly nit picky and require you to remember minute details from the text. She is a nice person, but I'd rather learn from a businessperson than from her and her 4 or so degrees.\",\"course_id\":\"INTLBUS/MHR 403\",\"date\":\"2020-05-01 22:56:19 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"73e789b4181eb3e351b47e89\",\"instructor_id\":\"rmp:2256839\",\"instructor_name\":\"Min Li\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTMzMTc5OTcx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2256839\"}],\"evidence_count\":3,\"review_ids\":[\"b9707e9131870f973f95c1db\",\"ea0664a3c2b192b15cd6b6cd\",\"73e789b4181eb3e351b47e89\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2256839\",\"name\":\"Min Li\"},{\"id\":\"rmp:450539\",\"name\":\"Randall Dunham\"}],\"review_year_end\":\"2020\",\"review_year_start\":\"2016\"},\"sentiment\":\"mixed\",\"summary\":\"Assessment methods differ: Dunham focuses on slides and simple tests, while Li focuses on textbook details and specific memorization.\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_5f8b5266ddc7951035529c83","course_id":"INTLBUS/MHR 403","catalog_version_id":"267468ae047340d73221944924b138637cf81dc68d6f176dab84fcceddc321c6","record_version_id":"984240bcebf54e5d4951a156c61cb9c967110c6d15756d26a2218eb046851984","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"55cd71c3a0a06273059be1b43857c60fb1a5c4fe2f77e746b28348aad3db3da8","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"f7f60b7803a8df21df623dab49a1dc4b4be984a04f5ad61faa4a105fa3dbce50\",\"course_id\":\"INTLBUS/MHR 403\",\"current_instructors\":[{\"instructor_uid\":\"instructor_6d38f16075053fc722c5427e\",\"message\":\"No course-specific reviews available\",\"name\":\"Mark Barnard\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":\"rmp:2911651\",\"summary\":[{\"citations\":[{\"course_id\":\"INTLBUS/MHR 403\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"source_record\":{\"entity_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"INTLBUS/MHR 403\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"source_record\":{\"entity_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"INTLBUS/MHR 403\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"source_record\":{\"entity_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"INTLBUS/MHR 403\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"source_record\":{\"entity_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.72 GPA, 86.0% A/AB (n=43 letter grades); Fall 2025: 3.45 GPA, 65.9% A/AB (n=44 letter grades); Spring 2026: 3.57 GPA, 76.2% A/AB (n=21 letter grades).\"}]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Randall Dunham\",\"review_date\":\"2011-05-13 16:10:57 +0000 UTC\",\"review_id\":\"a3547f9ddbf46402cabee184\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:450539\",\"source_review_id\":\"UmF0aW5nLTE4NTk2NDc5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/450539\",\"type\":\"review\"},{\"instructor_name\":\"Randall Dunham\",\"review_date\":\"2011-11-30 15:09:37 +0000 UTC\",\"review_id\":\"59067e229ee03234a6992080\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:450539\",\"source_review_id\":\"UmF0aW5nLTE5MzQxMzY1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/450539\",\"type\":\"review\"},{\"instructor_name\":\"Randall Dunham\",\"review_date\":\"2013-12-24 22:53:23 +0000 UTC\",\"review_id\":\"ce25e717a62f5d2400855e52\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:450539\",\"source_review_id\":\"UmF0aW5nLTIyNjUzMjEx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/450539\",\"type\":\"review\"},{\"instructor_name\":\"Randall Dunham\",\"review_date\":\"2014-11-05 14:11:33 +0000 UTC\",\"review_id\":\"44e0b7272c7f8b7ab960aab1\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:450539\",\"source_review_id\":\"UmF0aW5nLTIzNzQ5Mjcx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/450539\",\"type\":\"review\"},{\"instructor_name\":\"Randall Dunham\",\"review_date\":\"2015-12-22 15:44:12 +0000 UTC\",\"review_id\":\"262b4a3494e140e28c3c7003\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:450539\",\"source_review_id\":\"UmF0aW5nLTI1ODAzNjAz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/450539\",\"type\":\"review\"},{\"instructor_name\":\"Randall Dunham\",\"review_date\":\"2016-05-15 11:50:38 +0000 UTC\",\"review_id\":\"b9707e9131870f973f95c1db\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:450539\",\"source_review_id\":\"UmF0aW5nLTI2NTc5MDk5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/450539\",\"type\":\"review\"},{\"instructor_name\":\"Min Li\",\"review_date\":\"2017-12-18 19:46:44 +0000 UTC\",\"review_id\":\"67f79438b9a4d699a4093623\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2256839\",\"source_review_id\":\"UmF0aW5nLTI5MjY0NDc2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2256839\",\"type\":\"review\"},{\"instructor_name\":\"Min Li\",\"review_date\":\"2017-12-25 00:50:15 +0000 UTC\",\"review_id\":\"84d5bf37001d6add83f4e21f\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2256839\",\"source_review_id\":\"UmF0aW5nLTI5MzMyMjcy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2256839\",\"type\":\"review\"},{\"instructor_name\":\"Min Li\",\"review_date\":\"2018-11-14 14:36:36 +0000 UTC\",\"review_id\":\"14ff8af627b16fc6c30473ae\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2256839\",\"source_review_id\":\"UmF0aW5nLTMwNzI0ODM1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2256839\",\"type\":\"review\"},{\"instructor_name\":\"Min Li\",\"review_date\":\"2018-12-19 07:07:19 +0000 UTC\",\"review_id\":\"ed34dfc9a8f7f1db18aa2001\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2256839\",\"source_review_id\":\"UmF0aW5nLTMxMDk2MjU1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2256839\",\"type\":\"review\"}],\"text\":\"Historical reviews of Min Li, Randall Dunham: Workload expectations differ by instructor; Dunham’s exams focused on slides with no required textbook, while Li required extensive reading and testing on specific textbook details.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Min Li\",\"review_date\":\"2017-12-18 19:46:44 +0000 UTC\",\"review_id\":\"67f79438b9a4d699a4093623\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2256839\",\"source_review_id\":\"UmF0aW5nLTI5MjY0NDc2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2256839\",\"type\":\"review\"},{\"instructor_name\":\"Min Li\",\"review_date\":\"2017-12-25 00:50:15 +0000 UTC\",\"review_id\":\"84d5bf37001d6add83f4e21f\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2256839\",\"source_review_id\":\"UmF0aW5nLTI5MzMyMjcy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2256839\",\"type\":\"review\"},{\"instructor_name\":\"Min Li\",\"review_date\":\"2018-11-14 14:36:36 +0000 UTC\",\"review_id\":\"14ff8af627b16fc6c30473ae\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2256839\",\"source_review_id\":\"UmF0aW5nLTMwNzI0ODM1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2256839\",\"type\":\"review\"},{\"instructor_name\":\"Min Li\",\"review_date\":\"2018-12-19 07:07:19 +0000 UTC\",\"review_id\":\"ed34dfc9a8f7f1db18aa2001\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2256839\",\"source_review_id\":\"UmF0aW5nLTMxMDk2MjU1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2256839\",\"type\":\"review\"},{\"instructor_name\":\"Min Li\",\"review_date\":\"2020-05-01 18:27:21 +0000 UTC\",\"review_id\":\"1ed52210a7366e2b87a905f4\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2256839\",\"source_review_id\":\"UmF0aW5nLTMzMTc3Mzg5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2256839\",\"type\":\"review\"},{\"instructor_name\":\"Min Li\",\"review_date\":\"2020-05-10 16:04:35 +0000 UTC\",\"review_id\":\"7319f32c9682cce574e92422\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2256839\",\"source_review_id\":\"UmF0aW5nLTMzMjU1ODAy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2256839\",\"type\":\"review\"}],\"text\":\"Historical reviews of Min Li: Min Li is described as caring and organized, though reviewers disagree on her teaching effectiveness. Some praise her engaging lectures and clear expectations, while others criticize her textbook-heavy exams and excessive busy work. Her classes require significant outside reading and active participation.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Randall Dunham\",\"review_date\":\"2011-05-13 16:10:57 +0000 UTC\",\"review_id\":\"a3547f9ddbf46402cabee184\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:450539\",\"source_review_id\":\"UmF0aW5nLTE4NTk2NDc5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/450539\",\"type\":\"review\"},{\"instructor_name\":\"Randall Dunham\",\"review_date\":\"2011-11-30 15:09:37 +0000 UTC\",\"review_id\":\"59067e229ee03234a6992080\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:450539\",\"source_review_id\":\"UmF0aW5nLTE5MzQxMzY1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/450539\",\"type\":\"review\"},{\"instructor_name\":\"Randall Dunham\",\"review_date\":\"2013-12-24 22:53:23 +0000 UTC\",\"review_id\":\"ce25e717a62f5d2400855e52\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:450539\",\"source_review_id\":\"UmF0aW5nLTIyNjUzMjEx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/450539\",\"type\":\"review\"},{\"instructor_name\":\"Randall Dunham\",\"review_date\":\"2014-11-05 14:11:33 +0000 UTC\",\"review_id\":\"44e0b7272c7f8b7ab960aab1\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:450539\",\"source_review_id\":\"UmF0aW5nLTIzNzQ5Mjcx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/450539\",\"type\":\"review\"},{\"instructor_name\":\"Randall Dunham\",\"review_date\":\"2015-12-22 15:44:12 +0000 UTC\",\"review_id\":\"262b4a3494e140e28c3c7003\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:450539\",\"source_review_id\":\"UmF0aW5nLTI1ODAzNjAz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/450539\",\"type\":\"review\"},{\"instructor_name\":\"Randall Dunham\",\"review_date\":\"2016-05-15 11:50:38 +0000 UTC\",\"review_id\":\"b9707e9131870f973f95c1db\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:450539\",\"source_review_id\":\"UmF0aW5nLTI2NTc5MDk5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/450539\",\"type\":\"review\"},{\"instructor_name\":\"Min Li\",\"review_date\":\"2017-12-18 19:46:44 +0000 UTC\",\"review_id\":\"67f79438b9a4d699a4093623\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2256839\",\"source_review_id\":\"UmF0aW5nLTI5MjY0NDc2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2256839\",\"type\":\"review\"},{\"instructor_name\":\"Min Li\",\"review_date\":\"2017-12-25 00:50:15 +0000 UTC\",\"review_id\":\"84d5bf37001d6add83f4e21f\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2256839\",\"source_review_id\":\"UmF0aW5nLTI5MzMyMjcy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2256839\",\"type\":\"review\"},{\"instructor_name\":\"Min Li\",\"review_date\":\"2018-11-14 14:36:36 +0000 UTC\",\"review_id\":\"14ff8af627b16fc6c30473ae\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2256839\",\"source_review_id\":\"UmF0aW5nLTMwNzI0ODM1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2256839\",\"type\":\"review\"},{\"instructor_name\":\"Min Li\",\"review_date\":\"2018-12-19 07:07:19 +0000 UTC\",\"review_id\":\"ed34dfc9a8f7f1db18aa2001\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2256839\",\"source_review_id\":\"UmF0aW5nLTMxMDk2MjU1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2256839\",\"type\":\"review\"}],\"text\":\"Historical reviews describe a course that varies significantly by instructor, ranging from easy, slide-based exams under Randall Dunham to rigorous, textbook-heavy assessments under Min Li.\"},{\"citations\":[{\"course_id\":\"INTLBUS/MHR 403\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"INTLBUS/MHR 403\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"INTLBUS/MHR 403\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.72 GPA, 86.0% A/AB (n=43 letter grades); Fall 2025: 3.45 GPA, 65.9% A/AB (n=44 letter grades); Spring 2026: 3.57 GPA, 76.2% A/AB (n=21 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Randall Dunham\",\"review_date\":\"2011-05-13 16:10:57 +0000 UTC\",\"review_id\":\"a3547f9ddbf46402cabee184\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:450539\",\"source_review_id\":\"UmF0aW5nLTE4NTk2NDc5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/450539\",\"type\":\"review\"},{\"instructor_name\":\"Randall Dunham\",\"review_date\":\"2011-11-30 15:09:37 +0000 UTC\",\"review_id\":\"59067e229ee03234a6992080\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:450539\",\"source_review_id\":\"UmF0aW5nLTE5MzQxMzY1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/450539\",\"type\":\"review\"},{\"instructor_name\":\"Randall Dunham\",\"review_date\":\"2013-12-24 22:53:23 +0000 UTC\",\"review_id\":\"ce25e717a62f5d2400855e52\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:450539\",\"source_review_id\":\"UmF0aW5nLTIyNjUzMjEx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/450539\",\"type\":\"review\"},{\"instructor_name\":\"Randall Dunham\",\"review_date\":\"2014-11-05 14:11:33 +0000 UTC\",\"review_id\":\"44e0b7272c7f8b7ab960aab1\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:450539\",\"source_review_id\":\"UmF0aW5nLTIzNzQ5Mjcx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/450539\",\"type\":\"review\"},{\"instructor_name\":\"Randall Dunham\",\"review_date\":\"2015-12-22 15:44:12 +0000 UTC\",\"review_id\":\"262b4a3494e140e28c3c7003\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:450539\",\"source_review_id\":\"UmF0aW5nLTI1ODAzNjAz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/450539\",\"type\":\"review\"},{\"instructor_name\":\"Randall Dunham\",\"review_date\":\"2016-05-15 11:50:38 +0000 UTC\",\"review_id\":\"b9707e9131870f973f95c1db\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:450539\",\"source_review_id\":\"UmF0aW5nLTI2NTc5MDk5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/450539\",\"type\":\"review\"},{\"instructor_name\":\"Min Li\",\"review_date\":\"2017-12-18 19:46:44 +0000 UTC\",\"review_id\":\"67f79438b9a4d699a4093623\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2256839\",\"source_review_id\":\"UmF0aW5nLTI5MjY0NDc2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2256839\",\"type\":\"review\"},{\"instructor_name\":\"Min Li\",\"review_date\":\"2017-12-25 00:50:15 +0000 UTC\",\"review_id\":\"84d5bf37001d6add83f4e21f\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2256839\",\"source_review_id\":\"UmF0aW5nLTI5MzMyMjcy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2256839\",\"type\":\"review\"},{\"instructor_name\":\"Min Li\",\"review_date\":\"2018-11-14 14:36:36 +0000 UTC\",\"review_id\":\"14ff8af627b16fc6c30473ae\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2256839\",\"source_review_id\":\"UmF0aW5nLTMwNzI0ODM1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2256839\",\"type\":\"review\"},{\"instructor_name\":\"Min Li\",\"review_date\":\"2018-12-19 07:07:19 +0000 UTC\",\"review_id\":\"ed34dfc9a8f7f1db18aa2001\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2256839\",\"source_review_id\":\"UmF0aW5nLTMxMDk2MjU1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2256839\",\"type\":\"review\"}],\"text\":\"Historical reviews of Min Li, Randall Dunham: Students appreciated Dunham’s engaging, real-world focus and helpfulness, whereas Li’s course was criticized for nitpicky questions and required engagement, though some found her lectures amazing and caring.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"INTLBUS/MHR 403\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"source_record\":{\"entity_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"INTLBUS/MHR 403\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"source_record\":{\"entity_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"INTLBUS/MHR 403\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"source_record\":{\"entity_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"INTLBUS/MHR 403\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"source_record\":{\"entity_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"INTLBUS/MHR 403\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"source_record\":{\"entity_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"INTLBUS/MHR 403\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"source_record\":{\"entity_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"INTLBUS/MHR 403\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"source_record\":{\"entity_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"INTLBUS/MHR 403\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"source_record\":{\"entity_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"INTLBUS/MHR 403\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"source_record\":{\"entity_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"INTLBUS/MHR 403\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"source_record\":{\"entity_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"INTLBUS/MHR 403\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"source_record\":{\"entity_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"INTLBUS/MHR 403\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"source_record\":{\"entity_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"MARK BARNARD is recorded teaching in Fall 2022, Spring 2023, Fall 2023, Spring 2024, Fall 2024, Spring 2025, Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"INTLBUS/MHR 403\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"source_record\":{\"entity_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"INTLBUS/MHR 403\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"source_record\":{\"entity_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"INTLBUS/MHR 403\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"source_record\":{\"entity_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"},{\"course_id\":\"INTLBUS/MHR 403\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"source_record\":{\"entity_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"INTLBUS/MHR 403\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"source_record\":{\"entity_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"INTLBUS/MHR 403\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"source_record\":{\"entity_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"},{\"course_id\":\"INTLBUS/MHR 403\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"source_record\":{\"entity_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"INTLBUS/MHR 403\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"source_record\":{\"entity_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"INTLBUS/MHR 403\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"source_record\":{\"entity_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"},{\"course_id\":\"INTLBUS/MHR 403\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"source_record\":{\"entity_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"INTLBUS/MHR 403\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"source_record\":{\"entity_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"INTLBUS/MHR 403\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"source_record\":{\"entity_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"INTLBUS/MHR 403\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"source_record\":{\"entity_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"INTLBUS/MHR 403\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"source_record\":{\"entity_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"INTLBUS/MHR 403\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"source_record\":{\"entity_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"INTLBUS/MHR 403\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"source_record\":{\"entity_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"INTLBUS/MHR 403\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"source_record\":{\"entity_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"}],\"text\":\"MIN LI is recorded teaching in Fall 2016, Spring 2017, Fall 2017, Spring 2018, Fall 2018, Spring 2019, Fall 2019, Spring 2020, Fall 2020, Fall 2021, Spring 2022. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"INTLBUS/MHR 403\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"source_record\":{\"entity_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1114\",\"type\":\"grade\"},{\"course_id\":\"INTLBUS/MHR 403\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"source_record\":{\"entity_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1122\",\"type\":\"grade\"},{\"course_id\":\"INTLBUS/MHR 403\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"source_record\":{\"entity_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1124\",\"type\":\"grade\"},{\"course_id\":\"INTLBUS/MHR 403\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"source_record\":{\"entity_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1132\",\"type\":\"grade\"},{\"course_id\":\"INTLBUS/MHR 403\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"source_record\":{\"entity_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1134\",\"type\":\"grade\"},{\"course_id\":\"INTLBUS/MHR 403\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"source_record\":{\"entity_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1142\",\"type\":\"grade\"},{\"course_id\":\"INTLBUS/MHR 403\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"source_record\":{\"entity_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1144\",\"type\":\"grade\"},{\"course_id\":\"INTLBUS/MHR 403\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"source_record\":{\"entity_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"},{\"course_id\":\"INTLBUS/MHR 403\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"source_record\":{\"entity_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"},{\"course_id\":\"INTLBUS/MHR 403\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"source_record\":{\"entity_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"INTLBUS/MHR 403\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"source_record\":{\"entity_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"INTLBUS/MHR 403\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"source_record\":{\"entity_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"}],\"text\":\"RANDALL DUNHAM is recorded teaching in Spring 2011, Fall 2011, Spring 2012, Fall 2012, Spring 2013, Fall 2013, Spring 2014, Fall 2014, Fall 2015, Spring 2016. 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":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true}]