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He explains concepts really well. He gets boring while using PPT slides. Often gives examples in class about how he dealt with problems that he solved during his NASA career. Use of EES is very extended. His homeworks are brilliant and are often focused on real life problems. AWESOME PROF!\",\"course_id\":\"ME 364\",\"date\":\"2011-12-17 00:36:23 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"13564b618302aef079e8e1f2\",\"instructor_id\":\"rmp:1350737\",\"instructor_name\":\"Franklin Miller\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE5NTQ3OTI5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1350737\"},{\"comment\":\"Teaches through Powerpoint, but it was effective enough. You can probably get by without going to lecture at all because the textbook is great. Homework is often in EES, and it takes quite a bit of time. Exams were pretty straightforward, but make sure you make good cheat sheets.\",\"course_id\":\"ME 364\",\"date\":\"2012-05-13 04:02:27 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"024ff530ea452420c296f715\",\"instructor_id\":\"rmp:1350737\",\"instructor_name\":\"Franklin Miller\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIwMjY5Nzgz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1350737\"},{\"comment\":\"One of the worst professors I have seen. He'll answer questions during the exam. That's good. However, his handwriting is so bad and the lecture is boring. Also he doesn't really care about his students or try to understand them, even just a little bit. Questions in the exam usually not related to lecture slides. Having a book is all you need to do\",\"course_id\":\"ME 364\",\"date\":\"2016-05-19 17:26:44 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"0f4292d7173a89c5f6802338\",\"instructor_id\":\"rmp:1350737\",\"instructor_name\":\"Franklin Miller\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTI2NjE4ODA1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1350737\"}],\"evidence_count\":3,\"review_ids\":[\"13564b618302aef079e8e1f2\",\"024ff530ea452420c296f715\",\"0f4292d7173a89c5f6802338\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1350737\",\"name\":\"Franklin Miller\"}],\"review_year_end\":\"2016\",\"review_year_start\":\"2011\"},\"sentiment\":\"mixed\",\"subject_instructor_id\":\"rmp:1350737\",\"summary\":\"Reviews of Franklin Miller describe him as explaining concepts well and using extended EES homework, but also criticize his handwriting and boring lectures.\"},{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"very helpful and fun.  He definitely expects you to work hard in his class.\",\"course_id\":\"ME 364\",\"date\":\"2013-09-24 10:32:56 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"99302b01e97683b1d5732dba\",\"instructor_id\":\"rmp:1350738\",\"instructor_name\":\"Gregory Nellis\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIyMTM3MDU5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1350738\"},{\"comment\":\"Fantastic professor. Highly recommend taking class with him. Book possibly not needed, but tests are open book and open notes so are helpful then. Hard homework, but exams are then comparable easy. For our class, homework was 45% of grade while exams were 55%.\",\"course_id\":\"ME 364\",\"date\":\"2013-12-10 22:29:31 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"e9c64cd3136013444ff5304c\",\"instructor_id\":\"rmp:1350738\",\"instructor_name\":\"Gregory Nellis\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIyNDk5ODUz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1350738\"},{\"comment\":\"excellent professor. ridiculously smart. doesn't make the class impossible but you still have to work for it. This is what all professors should be like\",\"course_id\":\"ME 364\",\"date\":\"2015-12-21 14:09:44 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"9681368e30ebd64ef75e94eb\",\"instructor_id\":\"rmp:1350738\",\"instructor_name\":\"Gregory Nellis\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI1NzkwNzM0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1350738\"},{\"comment\":\"very nice and smart, the best professor I've met in university. explains everything super clear.\",\"course_id\":\"ME 364\",\"date\":\"2017-01-21 20:14:48 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"c04f27ad670a266239cb4990\",\"instructor_id\":\"rmp:1350738\",\"instructor_name\":\"Gregory Nellis\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI3NzYxODAy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1350738\"},{\"comment\":\"Nellis's no-nonsense style may not be for everyone but he made Heat Transfer seem easy with his way of teaching. This was a summer course so there was a lot of homework crammed into an 8-week class but he made up for it by making the exams easier than the homework and giving ample examples to study.\",\"course_id\":\"ME 364\",\"date\":\"2019-04-11 20:10:28 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"f5631143568d8a304532e21d\",\"instructor_id\":\"rmp:1350738\",\"instructor_name\":\"Gregory Nellis\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMxNTc2Njky\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1350738\"}],\"evidence_count\":5,\"review_ids\":[\"99302b01e97683b1d5732dba\",\"e9c64cd3136013444ff5304c\",\"9681368e30ebd64ef75e94eb\",\"c04f27ad670a266239cb4990\",\"f5631143568d8a304532e21d\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1350738\",\"name\":\"Gregory Nellis\"}],\"review_year_end\":\"2019\",\"review_year_start\":\"2013\"},\"sentiment\":\"positive\",\"subject_instructor_id\":\"rmp:1350738\",\"summary\":\"Cited reviews praise Gregory Nellis for being helpful, clear, and making heat transfer seem easy, though they note the class requires hard work.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"The class average is a BC right now and he doesn't want to curve the class. I would recommend taking it with someone else if you care about your GPA. The exams are nearly impossible for students to finish in time and with his original homework submissions you spent more time formatting your homework for him than on the actual heat transfer part.\",\"course_id\":\"ME 364\",\"date\":\"2023-04-13 22:09:54 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"d440e5ce0f1c33decb5e0c6e\",\"instructor_id\":\"rmp:2580955\",\"instructor_name\":\"Dakotah Thompson\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM3NjI5OTgy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2580955\"},{\"comment\":\"Amazing prof, horrible exam writer. Definitely struggles to understand the level of his students, but this will improve over time (hasn't taught much yet). Super friendly and will make time for you if you are struggling or want to get more in-depth with material. Overall amazing experience, but if you're looking for an easy A, pick someone else. \",\"course_id\":\"ME 364\",\"date\":\"2025-05-11 14:54:59 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"742c14d237b3088b0003bb1a\",\"instructor_id\":\"rmp:2580955\",\"instructor_name\":\"Dakotah Thompson\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTQxMjQzMzY4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2580955\"},{\"comment\":\"This is a hard one to write because he is the nicest guy ever... except when it comes to exam writing, which would be fine, except he never curves... ever. He is totally okay with only one person getting an A. The highest grades on our exams were an 89 and a 93. I was in the high upper quartile on both and still got an AB so be warned.\",\"course_id\":\"ME 364\",\"date\":\"2026-05-06 22:07:00 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"3806c89d0999bae92445df63\",\"instructor_id\":\"rmp:2580955\",\"instructor_name\":\"Dakotah Thompson\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQzMDUxNTA5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2580955\"}],\"evidence_count\":3,\"review_ids\":[\"d440e5ce0f1c33decb5e0c6e\",\"742c14d237b3088b0003bb1a\",\"3806c89d0999bae92445df63\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2580955\",\"name\":\"Dakotah Thompson\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2023\"},\"sentiment\":\"negative\",\"subject_instructor_id\":\"rmp:2580955\",\"summary\":\"Students report that Dakotah Thompson's exams are difficult to finish in time and he does not curve grades, leading to low class averages.\"},{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Professor Mahvi is one of the best professors in the department. Her explanations of heat transfer was very clear and well documented. Her handwritten lecture notes were easy to follow, and she was always willing to stop and answer questions. Exams, although difficult covered content that was in-line with class. I highly recommended her for 364!\",\"course_id\":\"ME 364\",\"date\":\"2024-11-14 20:03:29 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"418145c3dacdd12157acfe56\",\"instructor_id\":\"rmp:2895666\",\"instructor_name\":\"Allison Mahvi\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM5OTUxMTcw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2895666\"},{\"comment\":\"Heat transfer is a hard class but Mahvi does an amazing job making it as accessible as possible. Exams are difficult but fairly graded. Be prepared to spend a lot of time on homework. Handwritten notes for lectures are definitely a breath of fresh air from professors who just use slides.\",\"course_id\":\"ME 364\",\"date\":\"2025-05-01 19:05:15 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"869ce7b8413b1d7ffa0e085a\",\"instructor_id\":\"rmp:2895666\",\"instructor_name\":\"Allison Mahvi\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQxMTIxOTY1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2895666\"},{\"comment\":\"Professor Mahvi is one of the best professors in the mech E department. She is super nice, really cares about student success, and does amazing hand written lectures. Exams are a tad difficult, I'd say so be ready for those. But still would highly recommend Professor Mahvi. \",\"course_id\":\"ME 364\",\"date\":\"2026-05-01 01:59:48 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"6910332f24c1d0c5efe5e818\",\"instructor_id\":\"rmp:2895666\",\"instructor_name\":\"Allison Mahvi\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQyOTkxNDA0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2895666\"}],\"evidence_count\":3,\"review_ids\":[\"418145c3dacdd12157acfe56\",\"869ce7b8413b1d7ffa0e085a\",\"6910332f24c1d0c5efe5e818\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2895666\",\"name\":\"Allison Mahvi\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2024\"},\"sentiment\":\"positive\",\"subject_instructor_id\":\"rmp:2895666\",\"summary\":\"Cited reviews praise Allison Mahvi for clear explanations, handwritten lecture notes, and willingness to answer questions.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"She's an alright teacher but this is a tough class and it could still use some improvements. Lecture examples often aren't great preparation for assignments, and homework has a lot of specific requirements for showing work. Some homework is more about debugging EES than actual concepts. Most of the issues will probably improve with time, though.\",\"course_id\":\"ME 364\",\"date\":\"2024-05-11 21:44:45 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"0f188788a773f49ccf605349\",\"instructor_id\":\"rmp:2895666\",\"instructor_name\":\"Allison Mahvi\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM5NDQwMzY1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2895666\"},{\"comment\":\"Worst class I've ever taken. Lectures are just rapid-fire equations with zero explanation. Mandatory discussions spent debugging EES while learning nothing. Work graded like trash, points lost for stuff we were never even taught. Missing equations, unclear expectations—just a complete disaster. Total waste of time and a useless degree requirement.\",\"course_id\":\"ME 364\",\"date\":\"2025-04-03 02:32:24 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"cfa889a20af09b8630378702\",\"instructor_id\":\"rmp:2895666\",\"instructor_name\":\"Allison Mahvi\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQwODYzMDEy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2895666\"}],\"evidence_count\":2,\"review_ids\":[\"0f188788a773f49ccf605349\",\"cfa889a20af09b8630378702\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2895666\",\"name\":\"Allison Mahvi\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2024\"},\"sentiment\":\"negative\",\"subject_instructor_id\":\"rmp:2895666\",\"summary\":\"Some students find Allison Mahvi's homework requirements specific and time-consuming, with some tasks focused on debugging EES rather than concepts.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"He's definitely a challenging prof.  Heat treansfer is also a challenging class that is alot of work.  Willing to explain things you don't understand.  Tough exams but overall a fair grader.  Not too bad a lecturer either, very informative (even though heat transfer kinda sucks as a subject).  Knows his stuff for sure.\",\"course_id\":\"ME 364\",\"date\":\"2006-12-02 20:03:39 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"0127781b327a4013e9b44420\",\"instructor_id\":\"rmp:927521\",\"instructor_name\":\"John Pfotenhauer\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTEyNTA4Njky\",\"source_url\":\"https://www.ratemyprofessors.com/professor/927521\"},{\"comment\":\"For heat transfer:3/4 of the way through the semester right now and he continues to prove that he is an awful prof. The other section of this class has not covered half of what we have. Very difficult exams, extremely arrogant in-class manner. Time consuming homework with little help from the text. Avoid\",\"course_id\":\"ME 364\",\"date\":\"2007-04-11 02:10:17 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"435e8df70d5d4327a14ba689\",\"instructor_id\":\"rmp:975558\",\"instructor_name\":\"David Foster\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTEyOTk2MDYx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/975558\"},{\"comment\":\"Great professor, very helpful, very clear, responds to student suggestions.  Definitely enjoyed the class.\",\"course_id\":\"ME 364\",\"date\":\"2008-10-28 13:09:30 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"fe435faa75667c7e4ac1ade5\",\"instructor_id\":\"rmp:1064439\",\"instructor_name\":\"Frank Pfefferkorn\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE0OTA5NzE3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1064439\"}],\"evidence_count\":3,\"review_ids\":[\"0127781b327a4013e9b44420\",\"435e8df70d5d4327a14ba689\",\"fe435faa75667c7e4ac1ade5\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1064439\",\"name\":\"Frank Pfefferkorn\"},{\"id\":\"rmp:927521\",\"name\":\"John Pfotenhauer\"},{\"id\":\"rmp:975558\",\"name\":\"David Foster\"}],\"review_year_end\":\"2008\",\"review_year_start\":\"2006\"},\"sentiment\":\"mixed\",\"subject_instructor_id\":null,\"summary\":\"Opinions vary significantly by instructor, with some describing the course as challenging and fair, while others cite arrogance or difficulty without adequate support.\"}]}","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_e943bbcb154c20d2c16a6792","course_id":"ME 364","catalog_version_id":"e39742f226ea93b611eabc21e67599896b0d6dc95df3d9eb189f5d764d0f74ba","record_version_id":"cf24bff81e0d5b3b4f6e1e23b586900f1f9da5572ce775fe8de1fdab0ac0b4a6","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"79926e3ab4b2ccfada76e5eca815cd25c1b52b260795f767b0cc44946b7198f6","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"aae1cebc510269cfbe09ba06b85961258a6eb090bd346911bf5ee286fe9ecf43\",\"course_id\":\"ME 364\",\"current_instructors\":[{\"instructor_uid\":\"instructor_592ac479809a1c85175ebf6c\",\"message\":null,\"name\":\"Dakotah Thompson\",\"review_status\":\"supported\",\"rmp_instructor_id\":\"rmp:2580955\",\"summary\":[{\"citations\":[{\"instructor_name\":\"Dakotah Thompson\",\"review_date\":\"2020-05-07 20:02:21 +0000 UTC\",\"review_id\":\"318a8d12cd394a066d2b06f1\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2580955\",\"source_review_id\":\"UmF0aW5nLTMzMjMzMzg5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2580955\",\"type\":\"review\"},{\"instructor_name\":\"Dakotah Thompson\",\"review_date\":\"2023-04-13 22:09:54 +0000 UTC\",\"review_id\":\"d440e5ce0f1c33decb5e0c6e\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2580955\",\"source_review_id\":\"UmF0aW5nLTM3NjI5OTgy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2580955\",\"type\":\"review\"},{\"instructor_name\":\"Dakotah Thompson\",\"review_date\":\"2025-05-11 14:54:59 +0000 UTC\",\"review_id\":\"742c14d237b3088b0003bb1a\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2580955\",\"source_review_id\":\"UmF0aW5nLTQxMjQzMzY4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2580955\",\"type\":\"review\"},{\"instructor_name\":\"Dakotah Thompson\",\"review_date\":\"2025-05-13 01:46:39 +0000 UTC\",\"review_id\":\"5bb5aba3fb037a77ff394ae9\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2580955\",\"source_review_id\":\"UmF0aW5nLTQxMjYxMDU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2580955\",\"type\":\"review\"},{\"instructor_name\":\"Dakotah Thompson\",\"review_date\":\"2026-05-06 22:07:00 +0000 UTC\",\"review_id\":\"3806c89d0999bae92445df63\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2580955\",\"source_review_id\":\"UmF0aW5nLTQzMDUxNTA5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2580955\",\"type\":\"review\"}],\"evidence_scope\":\"past_student_reviews\",\"text\":\"Dakotah Thompson was described as approachable and helpful during office hours, though some students found lectures dry or hard to follow. Reviewers noted his exams were difficult to finish in the allotted time and that he did not curve grades, which made achieving high marks challenging despite his supportive teaching style.\"},{\"citations\":[{\"course_id\":\"ME 364\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"ME 364\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"ME 364\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2023: 2.84 GPA, 15.9% A/AB (n=69 letter grades); Spring 2025: 3.09 GPA, 36.8% A/AB (n=68 letter grades); Spring 2026: 2.73 GPA, 21.4% A/AB (n=70 letter grades).\"}]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Dakotah Thompson\",\"review_date\":\"2023-04-13 22:09:54 +0000 UTC\",\"review_id\":\"d440e5ce0f1c33decb5e0c6e\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2580955\",\"source_review_id\":\"UmF0aW5nLTM3NjI5OTgy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2580955\",\"type\":\"review\"},{\"instructor_name\":\"Dakotah Thompson\",\"review_date\":\"2026-05-06 22:07:00 +0000 UTC\",\"review_id\":\"3806c89d0999bae92445df63\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2580955\",\"source_review_id\":\"UmF0aW5nLTQzMDUxNTA5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2580955\",\"type\":\"review\"}],\"evidence_scope\":\"past_student_reviews\",\"text\":\"Exams were reported as difficult to finish in time, and the instructor did not curve grades. One student noted that homework formatting took more time than the actual heat transfer problems.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Allison Mahvi\",\"review_date\":\"2024-05-11 21:44:45 +0000 UTC\",\"review_id\":\"0f188788a773f49ccf605349\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2895666\",\"source_review_id\":\"UmF0aW5nLTM5NDQwMzY1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2895666\",\"type\":\"review\"},{\"instructor_name\":\"Allison Mahvi\",\"review_date\":\"2026-05-01 01:59:48 +0000 UTC\",\"review_id\":\"6910332f24c1d0c5efe5e818\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2895666\",\"source_review_id\":\"UmF0aW5nLTQyOTkxNDA0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2895666\",\"type\":\"review\"}],\"evidence_scope\":\"past_student_reviews\",\"text\":\"Professor Allison Mahvi received mixed feedback on the course's difficulty. One student found the class tough, noting that lecture examples were poor preparation for assignments and that homework emphasized EES debugging over concepts. Another student praised her handwritten lectures and caring demeanor, describing exams as somewhat difficult but recommending her highly.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"3f5110430805ccdd533c0c072df62d68a8a5f5441c4530bbdb15d419a199a09c\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Dakotah Thompson\",\"review_date\":\"2020-03-30 22:43:46 +0000 UTC\",\"review_id\":\"9f7c557143bcdd2b4dc6eca0\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2580955\",\"source_review_id\":\"UmF0aW5nLTMzMDA1MjA0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2580955\",\"type\":\"review\"},{\"instructor_name\":\"Dakotah Thompson\",\"review_date\":\"2025-05-11 14:54:59 +0000 UTC\",\"review_id\":\"742c14d237b3088b0003bb1a\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2580955\",\"source_review_id\":\"UmF0aW5nLTQxMjQzMzY4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2580955\",\"type\":\"review\"}],\"evidence_scope\":\"past_student_reviews\",\"text\":\"Dakotah Thompson was a helpful and approachable instructor who worked with students until they grasped concepts. Students described him as friendly and willing to make time for those struggling with the material.\"},{\"citations\":[{\"course_id\":\"ME 364\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"ME 364\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"ME 364\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.16 GPA, 47.0% A/AB (n=149 letter grades); Fall 2025: 3.38 GPA, 62.7% A/AB (n=193 letter grades); Spring 2026: 2.89 GPA, 31.3% A/AB (n=150 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Dakotah Thompson\",\"review_date\":\"2020-05-07 20:02:21 +0000 UTC\",\"review_id\":\"318a8d12cd394a066d2b06f1\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2580955\",\"source_review_id\":\"UmF0aW5nLTMzMjMzMzg5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2580955\",\"type\":\"review\"},{\"instructor_name\":\"Dakotah Thompson\",\"review_date\":\"2025-05-13 01:46:39 +0000 UTC\",\"review_id\":\"5bb5aba3fb037a77ff394ae9\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2580955\",\"source_review_id\":\"UmF0aW5nLTQxMjYxMDU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2580955\",\"type\":\"review\"}],\"evidence_scope\":\"past_student_reviews\",\"text\":\"Lectures were sometimes hard to follow or dry, but office hours were consistently described as easy and informative. The instructor made an effort to support students through the challenging course content.\"}],\"task_hash\":\"9dea82ef7f2113a5605c1c6030c4f9b19967eb742cc93a78268fb92357d29f5c\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"ME 364\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"ME 364\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"ME 364\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"ME 364\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"ALLISON MAHVI is recorded teaching in Spring 2023, Spring 2024, Spring 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ME 364\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"},{\"course_id\":\"ME 364\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"},{\"course_id\":\"ME 364\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"},{\"course_id\":\"ME 364\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"}],\"text\":\"ARGANTHAEL BERSON is recorded teaching in Spring 2017, Spring 2018, Spring 2019, Fall 2019. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ME 364\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"ME 364\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"ME 364\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"ME 364\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"ME 364\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"ME 364\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"DAKOTAH THOMPSON is recorded teaching in Spring 2020, Fall 2020, Spring 2022, Spring 2023, Spring 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ME 364\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1074\",\"type\":\"grade\"}],\"text\":\"DAVID FOSTER is recorded teaching in Spring 2007. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ME 364\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1072\",\"type\":\"grade\"},{\"course_id\":\"ME 364\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1082\",\"type\":\"grade\"},{\"course_id\":\"ME 364\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1092\",\"type\":\"grade\"},{\"course_id\":\"ME 364\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1094\",\"type\":\"grade\"},{\"course_id\":\"ME 364\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1102\",\"type\":\"grade\"},{\"course_id\":\"ME 364\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1102\",\"type\":\"grade\"},{\"course_id\":\"ME 364\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"},{\"course_id\":\"ME 364\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1122\",\"type\":\"grade\"}],\"text\":\"FRANK PFEFFERKORN is recorded teaching in Fall 2006, Fall 2007, Fall 2008, Spring 2009, Fall 2009, Fall 2010, Fall 2011. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ME 364\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1104\",\"type\":\"grade\"},{\"course_id\":\"ME 364\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1122\",\"type\":\"grade\"},{\"course_id\":\"ME 364\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1124\",\"type\":\"grade\"},{\"course_id\":\"ME 364\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1124\",\"type\":\"grade\"},{\"course_id\":\"ME 364\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1144\",\"type\":\"grade\"},{\"course_id\":\"ME 364\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1144\",\"type\":\"grade\"},{\"course_id\":\"ME 364\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"ME 364\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"}],\"text\":\"FRANKLIN MILLER is recorded teaching in Spring 2010, Fall 2011, Spring 2012, Spring 2014, Spring 2016, Fall 2022. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ME 364\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1072\",\"type\":\"grade\"},{\"course_id\":\"ME 364\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1074\",\"type\":\"grade\"},{\"course_id\":\"ME 364\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1092\",\"type\":\"grade\"},{\"course_id\":\"ME 364\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"},{\"course_id\":\"ME 364\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1134\",\"type\":\"grade\"},{\"course_id\":\"ME 364\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1142\",\"type\":\"grade\"},{\"course_id\":\"ME 364\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1142\",\"type\":\"grade\"},{\"course_id\":\"ME 364\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"ME 364\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"ME 364\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"GREGORY NELLIS is recorded teaching in Fall 2006, Spring 2007, Fall 2008, Fall 2010, Spring 2013, Fall 2013, Fall 2015, Fall 2018, Fall 2025. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ME 364\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"},{\"course_id\":\"ME 364\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"},{\"course_id\":\"ME 364\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1154\",\"type\":\"grade\"},{\"course_id\":\"ME 364\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"ME 364\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"}],\"text\":\"MICHAEL CHEADLE is recorded teaching in Fall 2014, Spring 2015, Fall 2016, Fall 2017. 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Definitely enjoyed the class.\",\"course_id\":\"ME 364\",\"date\":\"2008-10-28 13:09:30 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"fe435faa75667c7e4ac1ade5\",\"instructor_id\":\"rmp:1064439\",\"instructor_name\":\"Frank Pfefferkorn\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE0OTA5NzE3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1064439\"},{\"comment\":\"He is one of the best professors i have ever had. He explains concepts really well. He gets boring while using PPT slides. Often gives examples in class about how he dealt with problems that he solved during his NASA career. Use of EES is very extended. His homeworks are brilliant and are often focused on real life problems. AWESOME PROF!\",\"course_id\":\"ME 364\",\"date\":\"2011-12-17 00:36:23 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"13564b618302aef079e8e1f2\",\"instructor_id\":\"rmp:1350737\",\"instructor_name\":\"Franklin Miller\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE5NTQ3OTI5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1350737\"},{\"comment\":\"Too quickly explains concepts, and when he does he introduces the difficult to learn concept as \\\"you should already know this\\\" or \\\"this is fairly easy\\\" when it actually isn't since its the classes first time being introduced to heat transfer concepts. Focuses on numerical solutions and specific examples versus conceptual. Not enough time for exams.\",\"course_id\":\"ME 364\",\"date\":\"2014-11-05 21:47:21 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"c01bdf298e01cec950e82d92\",\"instructor_id\":\"rmp:1880112\",\"instructor_name\":\"Michael Cheadle\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTIzNzUzNTgw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1880112\"},{\"comment\":\"One of the worst professors I have seen. He'll answer questions during the exam. That's good. However, his handwriting is so bad and the lecture is boring. Also he doesn't really care about his students or try to understand them, even just a little bit. Questions in the exam usually not related to lecture slides. Having a book is all you need to do\",\"course_id\":\"ME 364\",\"date\":\"2016-05-19 17:26:44 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"0f4292d7173a89c5f6802338\",\"instructor_id\":\"rmp:1350737\",\"instructor_name\":\"Franklin Miller\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTI2NjE4ODA1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1350737\"}],\"evidence_count\":4,\"review_ids\":[\"fe435faa75667c7e4ac1ade5\",\"13564b618302aef079e8e1f2\",\"c01bdf298e01cec950e82d92\",\"0f4292d7173a89c5f6802338\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1064439\",\"name\":\"Frank Pfefferkorn\"},{\"id\":\"rmp:1350737\",\"name\":\"Franklin Miller\"},{\"id\":\"rmp:1880112\",\"name\":\"Michael Cheadle\"}],\"review_year_end\":\"2016\",\"review_year_start\":\"2008\"},\"sentiment\":\"mixed\",\"summary\":\"Instructors vary widely; some are clear and helpful, others are fast-paced or use ineffective teaching methods.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"He's definitely a challenging prof.  Heat treansfer is also a challenging class that is alot of work.  Willing to explain things you don't understand.  Tough exams but overall a fair grader.  Not too bad a lecturer either, very informative (even though heat transfer kinda sucks as a subject).  Knows his stuff for sure.\",\"course_id\":\"ME 364\",\"date\":\"2006-12-02 20:03:39 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"0127781b327a4013e9b44420\",\"instructor_id\":\"rmp:927521\",\"instructor_name\":\"John Pfotenhauer\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTEyNTA4Njky\",\"source_url\":\"https://www.ratemyprofessors.com/professor/927521\"},{\"comment\":\"Overall, a very good professor.  You can tell he enjoys teaching.  His homeworks required a lot of work, but it's heat transfer, so that's implied.  Tests are very fair (open book)and focus on comprehension rather than retention, and are easy if you've done the homework.  Powerpoint slides are very helpful.  Would definitely recommend.\",\"course_id\":\"ME 364\",\"date\":\"2009-05-11 19:04:55 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"4bd572058ca5fb3ac505879b\",\"instructor_id\":\"rmp:1064439\",\"instructor_name\":\"Frank Pfefferkorn\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE1ODE0MDg3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1064439\"},{\"comment\":\"very helpful and fun.  He definitely expects you to work hard in his class.\",\"course_id\":\"ME 364\",\"date\":\"2013-09-24 10:32:56 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"99302b01e97683b1d5732dba\",\"instructor_id\":\"rmp:1350738\",\"instructor_name\":\"Gregory Nellis\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIyMTM3MDU5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1350738\"},{\"comment\":\"I would care not to go into specifics\",\"course_id\":\"ME 364\",\"date\":\"2019-04-24 14:44:42 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"e09e88b3bcb938e64894ff44\",\"instructor_id\":\"rmp:1064439\",\"instructor_name\":\"Frank Pfefferkorn\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMxNjYyMTUw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1064439\"}],\"evidence_count\":4,\"review_ids\":[\"0127781b327a4013e9b44420\",\"4bd572058ca5fb3ac505879b\",\"99302b01e97683b1d5732dba\",\"e09e88b3bcb938e64894ff44\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1064439\",\"name\":\"Frank Pfefferkorn\"},{\"id\":\"rmp:1350738\",\"name\":\"Gregory Nellis\"},{\"id\":\"rmp:927521\",\"name\":\"John Pfotenhauer\"}],\"review_year_end\":\"2019\",\"review_year_start\":\"2006\"},\"sentiment\":\"negative\",\"summary\":\"The course is consistently described as having a heavy workload, particularly with time-consuming homework assignments.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"He's definitely a challenging prof.  Heat treansfer is also a challenging class that is alot of work.  Willing to explain things you don't understand.  Tough exams but overall a fair grader.  Not too bad a lecturer either, very informative (even though heat transfer kinda sucks as a subject).  Knows his stuff for sure.\",\"course_id\":\"ME 364\",\"date\":\"2006-12-02 20:03:39 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"0127781b327a4013e9b44420\",\"instructor_id\":\"rmp:927521\",\"instructor_name\":\"John Pfotenhauer\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTEyNTA4Njky\",\"source_url\":\"https://www.ratemyprofessors.com/professor/927521\"},{\"comment\":\"For heat transfer:3/4 of the way through the semester right now and he continues to prove that he is an awful prof. The other section of this class has not covered half of what we have. Very difficult exams, extremely arrogant in-class manner. Time consuming homework with little help from the text. Avoid\",\"course_id\":\"ME 364\",\"date\":\"2007-04-11 02:10:17 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"435e8df70d5d4327a14ba689\",\"instructor_id\":\"rmp:975558\",\"instructor_name\":\"David Foster\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTEyOTk2MDYx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/975558\"},{\"comment\":\"Overall, a very good professor.  You can tell he enjoys teaching.  His homeworks required a lot of work, but it's heat transfer, so that's implied.  Tests are very fair (open book)and focus on comprehension rather than retention, and are easy if you've done the homework.  Powerpoint slides are very helpful.  Would definitely recommend.\",\"course_id\":\"ME 364\",\"date\":\"2009-05-11 19:04:55 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"4bd572058ca5fb3ac505879b\",\"instructor_id\":\"rmp:1064439\",\"instructor_name\":\"Frank Pfefferkorn\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE1ODE0MDg3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1064439\"},{\"comment\":\"This is a hard one to write because he is the nicest guy ever... except when it comes to exam writing, which would be fine, except he never curves... ever. He is totally okay with only one person getting an A. The highest grades on our exams were an 89 and a 93. I was in the high upper quartile on both and still got an AB so be warned.\",\"course_id\":\"ME 364\",\"date\":\"2026-05-06 22:07:00 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"3806c89d0999bae92445df63\",\"instructor_id\":\"rmp:2580955\",\"instructor_name\":\"Dakotah Thompson\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQzMDUxNTA5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2580955\"}],\"evidence_count\":4,\"review_ids\":[\"0127781b327a4013e9b44420\",\"435e8df70d5d4327a14ba689\",\"4bd572058ca5fb3ac505879b\",\"3806c89d0999bae92445df63\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1064439\",\"name\":\"Frank Pfefferkorn\"},{\"id\":\"rmp:2580955\",\"name\":\"Dakotah Thompson\"},{\"id\":\"rmp:927521\",\"name\":\"John Pfotenhauer\"},{\"id\":\"rmp:975558\",\"name\":\"David Foster\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2006\"},\"sentiment\":\"mixed\",\"summary\":\"Exams are generally considered difficult and time-consuming, though some instructors provide fair grading or open-book formats.\"}]}","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_e943bbcb154c20d2c16a6792","course_id":"ME 364","catalog_version_id":"e39742f226ea93b611eabc21e67599896b0d6dc95df3d9eb189f5d764d0f74ba","record_version_id":"cf24bff81e0d5b3b4f6e1e23b586900f1f9da5572ce775fe8de1fdab0ac0b4a6","job_id":"enrich-6556a505c10f448d98d02466","output_id":"65a9e5235e638f8cb0afb9dc56016e920be4bca244af2a2d4834968131be2174","section":"requirements","status":"invalid","value_json":null,"candidate_json":"{\"nodes\":[{\"children\":[\"n1\",\"n5\"],\"condition\":null,\"course\":null,\"evidence\":\"M E 361and (M E 363or concurrent enrollment), or member of Engineering Guest Students\",\"id\":\"root\",\"kind\":\"any\"},{\"children\":[\"n2\",\"n3\"],\"condition\":null,\"course\":null,\"evidence\":\"M E 361and (M E 363or concurrent enrollment)\",\"id\":\"n1\",\"kind\":\"all\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":361,\"minimum_grade\":null,\"subjects\":[\"ME\"],\"timing\":\"prior\"},\"evidence\":\"M E 361\",\"id\":\"n2\",\"kind\":\"course\"},{\"children\":[\"n4\"],\"condition\":null,\"course\":null,\"evidence\":\"(M E 363or concurrent enrollment)\",\"id\":\"n3\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":363,\"minimum_grade\":null,\"subjects\":[\"ME\"],\"timing\":\"prior_or_concurrent\"},\"evidence\":\"M E 363or concurrent enrollment\",\"id\":\"n4\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"member of Engineering Guest Students\",\"course\":null,\"evidence\":\"member of Engineering Guest Students\",\"id\":\"n5\",\"kind\":\"condition\"}],\"notes\":[\"The source text 'M E 361and' lacks a space; interpreted as a conjunction based on standard prerequisite syntax.\",\"The clause '(M E 363or concurrent enrollment)' is ambiguous: it may mean ME 363 prior/concurrent OR general concurrent enrollment status. 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He explains concepts really well. He gets boring while using PPT slides. Often gives examples in class about how he dealt with problems that he solved during his NASA career. Use of EES is very extended. His homeworks are brilliant and are often focused on real life problems. AWESOME PROF!\",\"course_id\":\"ME 364\",\"date\":\"2011-12-17 00:36:23 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"13564b618302aef079e8e1f2\",\"instructor_id\":\"rmp:1350737\",\"instructor_name\":\"Franklin Miller\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE5NTQ3OTI5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1350737\"},{\"comment\":\"Teaches through Powerpoint, but it was effective enough. You can probably get by without going to lecture at all because the textbook is great. Homework is often in EES, and it takes quite a bit of time. Exams were pretty straightforward, but make sure you make good cheat sheets.\",\"course_id\":\"ME 364\",\"date\":\"2012-05-13 04:02:27 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"024ff530ea452420c296f715\",\"instructor_id\":\"rmp:1350737\",\"instructor_name\":\"Franklin Miller\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIwMjY5Nzgz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1350737\"},{\"comment\":\"One of the worst professors I have seen. He'll answer questions during the exam. That's good. However, his handwriting is so bad and the lecture is boring. Also he doesn't really care about his students or try to understand them, even just a little bit. Questions in the exam usually not related to lecture slides. Having a book is all you need to do\",\"course_id\":\"ME 364\",\"date\":\"2016-05-19 17:26:44 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"0f4292d7173a89c5f6802338\",\"instructor_id\":\"rmp:1350737\",\"instructor_name\":\"Franklin Miller\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTI2NjE4ODA1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1350737\"}],\"evidence_count\":3,\"review_ids\":[\"13564b618302aef079e8e1f2\",\"024ff530ea452420c296f715\",\"0f4292d7173a89c5f6802338\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1350737\",\"name\":\"Franklin Miller\"}],\"review_year_end\":\"2016\",\"review_year_start\":\"2011\"},\"sentiment\":\"mixed\",\"subject_instructor_id\":\"rmp:1350737\",\"summary\":\"Reviews of Franklin Miller describe him as explaining concepts well and using extended EES homework, but also criticize his handwriting and boring lectures.\"},{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"very helpful and fun.  He definitely expects you to work hard in his class.\",\"course_id\":\"ME 364\",\"date\":\"2013-09-24 10:32:56 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"99302b01e97683b1d5732dba\",\"instructor_id\":\"rmp:1350738\",\"instructor_name\":\"Gregory Nellis\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIyMTM3MDU5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1350738\"},{\"comment\":\"Fantastic professor. Highly recommend taking class with him. Book possibly not needed, but tests are open book and open notes so are helpful then. Hard homework, but exams are then comparable easy. For our class, homework was 45% of grade while exams were 55%.\",\"course_id\":\"ME 364\",\"date\":\"2013-12-10 22:29:31 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"e9c64cd3136013444ff5304c\",\"instructor_id\":\"rmp:1350738\",\"instructor_name\":\"Gregory Nellis\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIyNDk5ODUz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1350738\"},{\"comment\":\"excellent professor. ridiculously smart. doesn't make the class impossible but you still have to work for it. This is what all professors should be like\",\"course_id\":\"ME 364\",\"date\":\"2015-12-21 14:09:44 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"9681368e30ebd64ef75e94eb\",\"instructor_id\":\"rmp:1350738\",\"instructor_name\":\"Gregory Nellis\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI1NzkwNzM0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1350738\"},{\"comment\":\"very nice and smart, the best professor I've met in university. explains everything super clear.\",\"course_id\":\"ME 364\",\"date\":\"2017-01-21 20:14:48 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"c04f27ad670a266239cb4990\",\"instructor_id\":\"rmp:1350738\",\"instructor_name\":\"Gregory Nellis\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI3NzYxODAy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1350738\"},{\"comment\":\"Nellis's no-nonsense style may not be for everyone but he made Heat Transfer seem easy with his way of teaching. This was a summer course so there was a lot of homework crammed into an 8-week class but he made up for it by making the exams easier than the homework and giving ample examples to study.\",\"course_id\":\"ME 364\",\"date\":\"2019-04-11 20:10:28 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"f5631143568d8a304532e21d\",\"instructor_id\":\"rmp:1350738\",\"instructor_name\":\"Gregory Nellis\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMxNTc2Njky\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1350738\"}],\"evidence_count\":5,\"review_ids\":[\"99302b01e97683b1d5732dba\",\"e9c64cd3136013444ff5304c\",\"9681368e30ebd64ef75e94eb\",\"c04f27ad670a266239cb4990\",\"f5631143568d8a304532e21d\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1350738\",\"name\":\"Gregory Nellis\"}],\"review_year_end\":\"2019\",\"review_year_start\":\"2013\"},\"sentiment\":\"positive\",\"subject_instructor_id\":\"rmp:1350738\",\"summary\":\"Cited reviews praise Gregory Nellis for being helpful, clear, and making heat transfer seem easy, though they note the class requires hard work.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"The class average is a BC right now and he doesn't want to curve the class. I would recommend taking it with someone else if you care about your GPA. The exams are nearly impossible for students to finish in time and with his original homework submissions you spent more time formatting your homework for him than on the actual heat transfer part.\",\"course_id\":\"ME 364\",\"date\":\"2023-04-13 22:09:54 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"d440e5ce0f1c33decb5e0c6e\",\"instructor_id\":\"rmp:2580955\",\"instructor_name\":\"Dakotah Thompson\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM3NjI5OTgy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2580955\"},{\"comment\":\"Amazing prof, horrible exam writer. Definitely struggles to understand the level of his students, but this will improve over time (hasn't taught much yet). Super friendly and will make time for you if you are struggling or want to get more in-depth with material. Overall amazing experience, but if you're looking for an easy A, pick someone else. \",\"course_id\":\"ME 364\",\"date\":\"2025-05-11 14:54:59 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"742c14d237b3088b0003bb1a\",\"instructor_id\":\"rmp:2580955\",\"instructor_name\":\"Dakotah Thompson\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTQxMjQzMzY4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2580955\"},{\"comment\":\"This is a hard one to write because he is the nicest guy ever... except when it comes to exam writing, which would be fine, except he never curves... ever. He is totally okay with only one person getting an A. The highest grades on our exams were an 89 and a 93. I was in the high upper quartile on both and still got an AB so be warned.\",\"course_id\":\"ME 364\",\"date\":\"2026-05-06 22:07:00 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"3806c89d0999bae92445df63\",\"instructor_id\":\"rmp:2580955\",\"instructor_name\":\"Dakotah Thompson\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQzMDUxNTA5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2580955\"}],\"evidence_count\":3,\"review_ids\":[\"d440e5ce0f1c33decb5e0c6e\",\"742c14d237b3088b0003bb1a\",\"3806c89d0999bae92445df63\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2580955\",\"name\":\"Dakotah Thompson\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2023\"},\"sentiment\":\"negative\",\"subject_instructor_id\":\"rmp:2580955\",\"summary\":\"Students report that Dakotah Thompson's exams are difficult to finish in time and he does not curve grades, leading to low class averages.\"},{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Professor Mahvi is one of the best professors in the department. Her explanations of heat transfer was very clear and well documented. Her handwritten lecture notes were easy to follow, and she was always willing to stop and answer questions. Exams, although difficult covered content that was in-line with class. I highly recommended her for 364!\",\"course_id\":\"ME 364\",\"date\":\"2024-11-14 20:03:29 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"418145c3dacdd12157acfe56\",\"instructor_id\":\"rmp:2895666\",\"instructor_name\":\"Allison Mahvi\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM5OTUxMTcw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2895666\"},{\"comment\":\"Heat transfer is a hard class but Mahvi does an amazing job making it as accessible as possible. Exams are difficult but fairly graded. Be prepared to spend a lot of time on homework. Handwritten notes for lectures are definitely a breath of fresh air from professors who just use slides.\",\"course_id\":\"ME 364\",\"date\":\"2025-05-01 19:05:15 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"869ce7b8413b1d7ffa0e085a\",\"instructor_id\":\"rmp:2895666\",\"instructor_name\":\"Allison Mahvi\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQxMTIxOTY1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2895666\"},{\"comment\":\"Professor Mahvi is one of the best professors in the mech E department. She is super nice, really cares about student success, and does amazing hand written lectures. Exams are a tad difficult, I'd say so be ready for those. But still would highly recommend Professor Mahvi. \",\"course_id\":\"ME 364\",\"date\":\"2026-05-01 01:59:48 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"6910332f24c1d0c5efe5e818\",\"instructor_id\":\"rmp:2895666\",\"instructor_name\":\"Allison Mahvi\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQyOTkxNDA0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2895666\"}],\"evidence_count\":3,\"review_ids\":[\"418145c3dacdd12157acfe56\",\"869ce7b8413b1d7ffa0e085a\",\"6910332f24c1d0c5efe5e818\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2895666\",\"name\":\"Allison Mahvi\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2024\"},\"sentiment\":\"positive\",\"subject_instructor_id\":\"rmp:2895666\",\"summary\":\"Cited reviews praise Allison Mahvi for clear explanations, handwritten lecture notes, and willingness to answer questions.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"She's an alright teacher but this is a tough class and it could still use some improvements. Lecture examples often aren't great preparation for assignments, and homework has a lot of specific requirements for showing work. Some homework is more about debugging EES than actual concepts. Most of the issues will probably improve with time, though.\",\"course_id\":\"ME 364\",\"date\":\"2024-05-11 21:44:45 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"0f188788a773f49ccf605349\",\"instructor_id\":\"rmp:2895666\",\"instructor_name\":\"Allison Mahvi\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM5NDQwMzY1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2895666\"},{\"comment\":\"Worst class I've ever taken. Lectures are just rapid-fire equations with zero explanation. Mandatory discussions spent debugging EES while learning nothing. Work graded like trash, points lost for stuff we were never even taught. Missing equations, unclear expectations—just a complete disaster. Total waste of time and a useless degree requirement.\",\"course_id\":\"ME 364\",\"date\":\"2025-04-03 02:32:24 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"cfa889a20af09b8630378702\",\"instructor_id\":\"rmp:2895666\",\"instructor_name\":\"Allison Mahvi\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQwODYzMDEy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2895666\"}],\"evidence_count\":2,\"review_ids\":[\"0f188788a773f49ccf605349\",\"cfa889a20af09b8630378702\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2895666\",\"name\":\"Allison Mahvi\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2024\"},\"sentiment\":\"negative\",\"subject_instructor_id\":\"rmp:2895666\",\"summary\":\"Some students find Allison Mahvi's homework requirements specific and time-consuming, with some tasks focused on debugging EES rather than concepts.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"He's definitely a challenging prof.  Heat treansfer is also a challenging class that is alot of work.  Willing to explain things you don't understand.  Tough exams but overall a fair grader.  Not too bad a lecturer either, very informative (even though heat transfer kinda sucks as a subject).  Knows his stuff for sure.\",\"course_id\":\"ME 364\",\"date\":\"2006-12-02 20:03:39 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"0127781b327a4013e9b44420\",\"instructor_id\":\"rmp:927521\",\"instructor_name\":\"John Pfotenhauer\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTEyNTA4Njky\",\"source_url\":\"https://www.ratemyprofessors.com/professor/927521\"},{\"comment\":\"For heat transfer:3/4 of the way through the semester right now and he continues to prove that he is an awful prof. The other section of this class has not covered half of what we have. Very difficult exams, extremely arrogant in-class manner. Time consuming homework with little help from the text. Avoid\",\"course_id\":\"ME 364\",\"date\":\"2007-04-11 02:10:17 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"435e8df70d5d4327a14ba689\",\"instructor_id\":\"rmp:975558\",\"instructor_name\":\"David Foster\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTEyOTk2MDYx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/975558\"},{\"comment\":\"Great professor, very helpful, very clear, responds to student suggestions.  Definitely enjoyed the class.\",\"course_id\":\"ME 364\",\"date\":\"2008-10-28 13:09:30 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"fe435faa75667c7e4ac1ade5\",\"instructor_id\":\"rmp:1064439\",\"instructor_name\":\"Frank Pfefferkorn\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE0OTA5NzE3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1064439\"}],\"evidence_count\":3,\"review_ids\":[\"0127781b327a4013e9b44420\",\"435e8df70d5d4327a14ba689\",\"fe435faa75667c7e4ac1ade5\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1064439\",\"name\":\"Frank Pfefferkorn\"},{\"id\":\"rmp:927521\",\"name\":\"John Pfotenhauer\"},{\"id\":\"rmp:975558\",\"name\":\"David Foster\"}],\"review_year_end\":\"2008\",\"review_year_start\":\"2006\"},\"sentiment\":\"mixed\",\"subject_instructor_id\":null,\"summary\":\"Opinions vary significantly by instructor, with some describing the course as challenging and fair, while others cite arrogance or difficulty without adequate support.\"}]}","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_e943bbcb154c20d2c16a6792","course_id":"ME 364","catalog_version_id":"e39742f226ea93b611eabc21e67599896b0d6dc95df3d9eb189f5d764d0f74ba","record_version_id":"cf24bff81e0d5b3b4f6e1e23b586900f1f9da5572ce775fe8de1fdab0ac0b4a6","job_id":"enrich-79348710a077dbb34341f483","output_id":"d90c9aad2bafa530a501407b0121e985fb34325af3ec9d537d196a3f5205df79","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n5\"],\"condition\":null,\"course\":null,\"evidence\":\"M E 361and (M E 363or concurrent enrollment), or member of Engineering Guest Students\",\"id\":\"root\",\"kind\":\"any\"},{\"children\":[\"n2\",\"n3\"],\"condition\":null,\"course\":null,\"evidence\":\"M E 361and (M E 363or concurrent enrollment)\",\"id\":\"n1\",\"kind\":\"all\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":361,\"minimum_grade\":null,\"subjects\":[\"ME\"],\"timing\":\"prior\"},\"evidence\":\"M E 361\",\"id\":\"n2\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":363,\"minimum_grade\":null,\"subjects\":[\"ME\"],\"timing\":\"prior_or_concurrent\"},\"evidence\":\"(M E 363or concurrent enrollment)\",\"id\":\"n3\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"member of Engineering Guest Students\",\"course\":null,\"evidence\":\"member of Engineering Guest Students\",\"id\":\"n5\",\"kind\":\"condition\"}],\"notes\":[\"The source text 'M E 361and' lacks a space; 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Heat-exchanger principles.\",\"source_url\":\"https://guide.wisc.edu/courses/m_e/\"},{\"course_id\":\"ME 364\",\"field\":\"title\",\"quote\":\"ELEMENTARY HEAT TRANSFER\",\"source_url\":\"https://guide.wisc.edu/courses/m_e/\"}],\"text\":\"Elementary Heat Transfer covers fundamental concepts of conduction, convection, and radiation, along with heat-exchanger principles.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ME 364\",\"field\":\"description\",\"quote\":\"Fundamental concepts of conduction, convection, radiation.\",\"source_url\":\"https://guide.wisc.edu/courses/m_e/\"}],\"text\":\"Conduction, convection, and radiation.\"},{\"evidence\":[{\"course_id\":\"ME 364\",\"field\":\"description\",\"quote\":\"Heat-exchanger principles.\",\"source_url\":\"https://guide.wisc.edu/courses/m_e/\"}],\"text\":\"Heat-exchanger principles.\"}]}","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_e943bbcb154c20d2c16a6792","course_id":"ME 364","catalog_version_id":"e39742f226ea93b611eabc21e67599896b0d6dc95df3d9eb189f5d764d0f74ba","record_version_id":"cf24bff81e0d5b3b4f6e1e23b586900f1f9da5572ce775fe8de1fdab0ac0b4a6","job_id":"enrich-79348710a077dbb34341f483","output_id":"d90c9aad2bafa530a501407b0121e985fb34325af3ec9d537d196a3f5205df79","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"He is one of the best professors i have ever had. He explains concepts really well. He gets boring while using PPT slides. Often gives examples in class about how he dealt with problems that he solved during his NASA career. Use of EES is very extended. His homeworks are brilliant and are often focused on real life problems. AWESOME PROF!\",\"course_id\":\"ME 364\",\"date\":\"2011-12-17 00:36:23 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"13564b618302aef079e8e1f2\",\"instructor_id\":\"rmp:1350737\",\"instructor_name\":\"Franklin Miller\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE5NTQ3OTI5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1350737\"},{\"comment\":\"Teaches through Powerpoint, but it was effective enough. You can probably get by without going to lecture at all because the textbook is great. Homework is often in EES, and it takes quite a bit of time. Exams were pretty straightforward, but make sure you make good cheat sheets.\",\"course_id\":\"ME 364\",\"date\":\"2012-05-13 04:02:27 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"024ff530ea452420c296f715\",\"instructor_id\":\"rmp:1350737\",\"instructor_name\":\"Franklin Miller\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIwMjY5Nzgz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1350737\"},{\"comment\":\"One of the worst professors I have seen. He'll answer questions during the exam. That's good. However, his handwriting is so bad and the lecture is boring. Also he doesn't really care about his students or try to understand them, even just a little bit. Questions in the exam usually not related to lecture slides. Having a book is all you need to do\",\"course_id\":\"ME 364\",\"date\":\"2016-05-19 17:26:44 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"0f4292d7173a89c5f6802338\",\"instructor_id\":\"rmp:1350737\",\"instructor_name\":\"Franklin Miller\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTI2NjE4ODA1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1350737\"}],\"evidence_count\":3,\"review_ids\":[\"13564b618302aef079e8e1f2\",\"024ff530ea452420c296f715\",\"0f4292d7173a89c5f6802338\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1350737\",\"name\":\"Franklin Miller\"}],\"review_year_end\":\"2016\",\"review_year_start\":\"2011\"},\"sentiment\":\"mixed\",\"subject_instructor_id\":\"rmp:1350737\",\"summary\":\"Reviews of Franklin Miller describe him as explaining concepts well and using extended EES homework, but also criticize his handwriting and boring lectures.\"},{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"very helpful and fun.  He definitely expects you to work hard in his class.\",\"course_id\":\"ME 364\",\"date\":\"2013-09-24 10:32:56 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"99302b01e97683b1d5732dba\",\"instructor_id\":\"rmp:1350738\",\"instructor_name\":\"Gregory Nellis\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIyMTM3MDU5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1350738\"},{\"comment\":\"Fantastic professor. Highly recommend taking class with him. Book possibly not needed, but tests are open book and open notes so are helpful then. Hard homework, but exams are then comparable easy. For our class, homework was 45% of grade while exams were 55%.\",\"course_id\":\"ME 364\",\"date\":\"2013-12-10 22:29:31 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"e9c64cd3136013444ff5304c\",\"instructor_id\":\"rmp:1350738\",\"instructor_name\":\"Gregory Nellis\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIyNDk5ODUz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1350738\"},{\"comment\":\"excellent professor. ridiculously smart. doesn't make the class impossible but you still have to work for it. This is what all professors should be like\",\"course_id\":\"ME 364\",\"date\":\"2015-12-21 14:09:44 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"9681368e30ebd64ef75e94eb\",\"instructor_id\":\"rmp:1350738\",\"instructor_name\":\"Gregory Nellis\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI1NzkwNzM0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1350738\"},{\"comment\":\"very nice and smart, the best professor I've met in university. explains everything super clear.\",\"course_id\":\"ME 364\",\"date\":\"2017-01-21 20:14:48 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"c04f27ad670a266239cb4990\",\"instructor_id\":\"rmp:1350738\",\"instructor_name\":\"Gregory Nellis\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI3NzYxODAy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1350738\"},{\"comment\":\"Nellis's no-nonsense style may not be for everyone but he made Heat Transfer seem easy with his way of teaching. This was a summer course so there was a lot of homework crammed into an 8-week class but he made up for it by making the exams easier than the homework and giving ample examples to study.\",\"course_id\":\"ME 364\",\"date\":\"2019-04-11 20:10:28 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"f5631143568d8a304532e21d\",\"instructor_id\":\"rmp:1350738\",\"instructor_name\":\"Gregory Nellis\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMxNTc2Njky\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1350738\"}],\"evidence_count\":5,\"review_ids\":[\"99302b01e97683b1d5732dba\",\"e9c64cd3136013444ff5304c\",\"9681368e30ebd64ef75e94eb\",\"c04f27ad670a266239cb4990\",\"f5631143568d8a304532e21d\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1350738\",\"name\":\"Gregory Nellis\"}],\"review_year_end\":\"2019\",\"review_year_start\":\"2013\"},\"sentiment\":\"positive\",\"subject_instructor_id\":\"rmp:1350738\",\"summary\":\"Cited reviews praise Gregory Nellis for being helpful, clear, and making heat transfer seem easy, though they note the class requires hard work.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"The class average is a BC right now and he doesn't want to curve the class. I would recommend taking it with someone else if you care about your GPA. The exams are nearly impossible for students to finish in time and with his original homework submissions you spent more time formatting your homework for him than on the actual heat transfer part.\",\"course_id\":\"ME 364\",\"date\":\"2023-04-13 22:09:54 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"d440e5ce0f1c33decb5e0c6e\",\"instructor_id\":\"rmp:2580955\",\"instructor_name\":\"Dakotah Thompson\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM3NjI5OTgy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2580955\"},{\"comment\":\"Amazing prof, horrible exam writer. Definitely struggles to understand the level of his students, but this will improve over time (hasn't taught much yet). Super friendly and will make time for you if you are struggling or want to get more in-depth with material. Overall amazing experience, but if you're looking for an easy A, pick someone else. \",\"course_id\":\"ME 364\",\"date\":\"2025-05-11 14:54:59 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"742c14d237b3088b0003bb1a\",\"instructor_id\":\"rmp:2580955\",\"instructor_name\":\"Dakotah Thompson\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTQxMjQzMzY4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2580955\"},{\"comment\":\"This is a hard one to write because he is the nicest guy ever... except when it comes to exam writing, which would be fine, except he never curves... ever. He is totally okay with only one person getting an A. The highest grades on our exams were an 89 and a 93. I was in the high upper quartile on both and still got an AB so be warned.\",\"course_id\":\"ME 364\",\"date\":\"2026-05-06 22:07:00 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"3806c89d0999bae92445df63\",\"instructor_id\":\"rmp:2580955\",\"instructor_name\":\"Dakotah Thompson\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQzMDUxNTA5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2580955\"}],\"evidence_count\":3,\"review_ids\":[\"d440e5ce0f1c33decb5e0c6e\",\"742c14d237b3088b0003bb1a\",\"3806c89d0999bae92445df63\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2580955\",\"name\":\"Dakotah Thompson\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2023\"},\"sentiment\":\"negative\",\"subject_instructor_id\":\"rmp:2580955\",\"summary\":\"Students report that Dakotah Thompson's exams are difficult to finish in time and he does not curve grades, leading to low class averages.\"},{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Professor Mahvi is one of the best professors in the department. Her explanations of heat transfer was very clear and well documented. Her handwritten lecture notes were easy to follow, and she was always willing to stop and answer questions. Exams, although difficult covered content that was in-line with class. I highly recommended her for 364!\",\"course_id\":\"ME 364\",\"date\":\"2024-11-14 20:03:29 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"418145c3dacdd12157acfe56\",\"instructor_id\":\"rmp:2895666\",\"instructor_name\":\"Allison Mahvi\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM5OTUxMTcw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2895666\"},{\"comment\":\"Heat transfer is a hard class but Mahvi does an amazing job making it as accessible as possible. Exams are difficult but fairly graded. Be prepared to spend a lot of time on homework. Handwritten notes for lectures are definitely a breath of fresh air from professors who just use slides.\",\"course_id\":\"ME 364\",\"date\":\"2025-05-01 19:05:15 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"869ce7b8413b1d7ffa0e085a\",\"instructor_id\":\"rmp:2895666\",\"instructor_name\":\"Allison Mahvi\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQxMTIxOTY1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2895666\"},{\"comment\":\"Professor Mahvi is one of the best professors in the mech E department. She is super nice, really cares about student success, and does amazing hand written lectures. Exams are a tad difficult, I'd say so be ready for those. But still would highly recommend Professor Mahvi. \",\"course_id\":\"ME 364\",\"date\":\"2026-05-01 01:59:48 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"6910332f24c1d0c5efe5e818\",\"instructor_id\":\"rmp:2895666\",\"instructor_name\":\"Allison Mahvi\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQyOTkxNDA0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2895666\"}],\"evidence_count\":3,\"review_ids\":[\"418145c3dacdd12157acfe56\",\"869ce7b8413b1d7ffa0e085a\",\"6910332f24c1d0c5efe5e818\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2895666\",\"name\":\"Allison Mahvi\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2024\"},\"sentiment\":\"positive\",\"subject_instructor_id\":\"rmp:2895666\",\"summary\":\"Cited reviews praise Allison Mahvi for clear explanations, handwritten lecture notes, and willingness to answer questions.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"She's an alright teacher but this is a tough class and it could still use some improvements. Lecture examples often aren't great preparation for assignments, and homework has a lot of specific requirements for showing work. Some homework is more about debugging EES than actual concepts. Most of the issues will probably improve with time, though.\",\"course_id\":\"ME 364\",\"date\":\"2024-05-11 21:44:45 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"0f188788a773f49ccf605349\",\"instructor_id\":\"rmp:2895666\",\"instructor_name\":\"Allison Mahvi\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM5NDQwMzY1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2895666\"},{\"comment\":\"Worst class I've ever taken. Lectures are just rapid-fire equations with zero explanation. Mandatory discussions spent debugging EES while learning nothing. Work graded like trash, points lost for stuff we were never even taught. Missing equations, unclear expectations—just a complete disaster. Total waste of time and a useless degree requirement.\",\"course_id\":\"ME 364\",\"date\":\"2025-04-03 02:32:24 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"cfa889a20af09b8630378702\",\"instructor_id\":\"rmp:2895666\",\"instructor_name\":\"Allison Mahvi\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQwODYzMDEy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2895666\"}],\"evidence_count\":2,\"review_ids\":[\"0f188788a773f49ccf605349\",\"cfa889a20af09b8630378702\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2895666\",\"name\":\"Allison Mahvi\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2024\"},\"sentiment\":\"negative\",\"subject_instructor_id\":\"rmp:2895666\",\"summary\":\"Some students find Allison Mahvi's homework requirements specific and time-consuming, with some tasks focused on debugging EES rather than concepts.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"He's definitely a challenging prof.  Heat treansfer is also a challenging class that is alot of work.  Willing to explain things you don't understand.  Tough exams but overall a fair grader.  Not too bad a lecturer either, very informative (even though heat transfer kinda sucks as a subject).  Knows his stuff for sure.\",\"course_id\":\"ME 364\",\"date\":\"2006-12-02 20:03:39 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"0127781b327a4013e9b44420\",\"instructor_id\":\"rmp:927521\",\"instructor_name\":\"John Pfotenhauer\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTEyNTA4Njky\",\"source_url\":\"https://www.ratemyprofessors.com/professor/927521\"},{\"comment\":\"For heat transfer:3/4 of the way through the semester right now and he continues to prove that he is an awful prof. The other section of this class has not covered half of what we have. Very difficult exams, extremely arrogant in-class manner. Time consuming homework with little help from the text. Avoid\",\"course_id\":\"ME 364\",\"date\":\"2007-04-11 02:10:17 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"435e8df70d5d4327a14ba689\",\"instructor_id\":\"rmp:975558\",\"instructor_name\":\"David Foster\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTEyOTk2MDYx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/975558\"},{\"comment\":\"Great professor, very helpful, very clear, responds to student suggestions.  Definitely enjoyed the class.\",\"course_id\":\"ME 364\",\"date\":\"2008-10-28 13:09:30 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"fe435faa75667c7e4ac1ade5\",\"instructor_id\":\"rmp:1064439\",\"instructor_name\":\"Frank Pfefferkorn\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE0OTA5NzE3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1064439\"}],\"evidence_count\":3,\"review_ids\":[\"0127781b327a4013e9b44420\",\"435e8df70d5d4327a14ba689\",\"fe435faa75667c7e4ac1ade5\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1064439\",\"name\":\"Frank Pfefferkorn\"},{\"id\":\"rmp:927521\",\"name\":\"John Pfotenhauer\"},{\"id\":\"rmp:975558\",\"name\":\"David Foster\"}],\"review_year_end\":\"2008\",\"review_year_start\":\"2006\"},\"sentiment\":\"mixed\",\"subject_instructor_id\":null,\"summary\":\"Opinions vary significantly by instructor, with some describing the course as challenging and fair, while others cite arrogance or difficulty without adequate support.\"}]}","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_e943bbcb154c20d2c16a6792","course_id":"ME 364","catalog_version_id":"bd041afee79ee53327fa0ae3e2c0fa148edd55ef0f4c4849f1c0232775aca8ca","record_version_id":"cb39612363adfa1bb630b13f8aa9febb78b6a360c391963931e742c2a1b59ed8","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"525e6fb900533fab13e73d2e1736a2a8a8bfebee2c4f362dc95e72ebcd898fe8","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"M E 361and (M E 363or concurrent enrollment), or member of Engineering Guest Students\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":361,\"minimum_grade\":null,\"subjects\":[\"ME\"],\"timing\":\"prior\"},\"evidence\":\"M E 361\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[\"n3\",\"n4\"],\"condition\":null,\"course\":null,\"evidence\":\"(M E 363or concurrent enrollment)\",\"id\":\"n2\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":363,\"minimum_grade\":null,\"subjects\":[\"ME\"],\"timing\":\"prior_or_concurrent\"},\"evidence\":\"M E 363or concurrent enrollment\",\"id\":\"n3\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"member of Engineering Guest Students\",\"course\":null,\"evidence\":\"member of Engineering Guest Students\",\"id\":\"n4\",\"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_e943bbcb154c20d2c16a6792","course_id":"ME 364","catalog_version_id":"bd041afee79ee53327fa0ae3e2c0fa148edd55ef0f4c4849f1c0232775aca8ca","record_version_id":"cb39612363adfa1bb630b13f8aa9febb78b6a360c391963931e742c2a1b59ed8","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"525e6fb900533fab13e73d2e1736a2a8a8bfebee2c4f362dc95e72ebcd898fe8","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"ME 361\",\"field\":\"description\",\"quote\":\"First and second laws of thermodynamics; thermodynamic properties of gases, vapors, and gas-vapor mixtures; energy-systems analysis including power cycles, refrigeration cycles and air-conditioning processes.\"},{\"course_id\":\"ME 363\",\"field\":\"description\",\"quote\":\"Laws of mechanics and thermodynamics applied to fluids at rest and in motion; potential flow; dimensional analysis; viscous flow; pipe flow; boundary-layer theory; compressible flow.\"}],\"text\":\"Principles of thermodynamics and fluid dynamics.\"}],\"search_phrases\":[\"heat transfer ME 364\",\"conduction convection radiation ME 364\",\"heat exchanger design ME 364\",\"elementary heat transfer\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"ME 364\",\"field\":\"description\",\"quote\":\"Fundamental concepts of conduction, convection, radiation.\"}],\"text\":\"Understanding fundamental heat transfer mechanisms.\"},{\"evidence\":[{\"course_id\":\"ME 364\",\"field\":\"description\",\"quote\":\"Heat-exchanger principles.\"}],\"text\":\"Applying heat-exchanger principles.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"ME 364\",\"field\":\"title\",\"quote\":\"ELEMENTARY HEAT TRANSFER\"},{\"course_id\":\"ME 364\",\"field\":\"description\",\"quote\":\"Fundamental concepts of conduction, convection, radiation. Heat-exchanger principles.\"}],\"text\":\"Elementary Heat Transfer covers fundamental concepts of conduction, convection, and radiation, along with heat-exchanger principles.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ME 364\",\"field\":\"description\",\"quote\":\"conduction, convection, radiation\"}],\"text\":\"Conduction, convection, and radiation.\"},{\"evidence\":[{\"course_id\":\"ME 364\",\"field\":\"description\",\"quote\":\"Heat-exchanger principles\"}],\"text\":\"Heat-exchanger principles.\"}]}","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_e943bbcb154c20d2c16a6792","course_id":"ME 364","catalog_version_id":"bd041afee79ee53327fa0ae3e2c0fa148edd55ef0f4c4849f1c0232775aca8ca","record_version_id":"cb39612363adfa1bb630b13f8aa9febb78b6a360c391963931e742c2a1b59ed8","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"525e6fb900533fab13e73d2e1736a2a8a8bfebee2c4f362dc95e72ebcd898fe8","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Great professor, very helpful, very clear, responds to student suggestions.  Definitely enjoyed the class.\",\"course_id\":\"ME 364\",\"date\":\"2008-10-28 13:09:30 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"fe435faa75667c7e4ac1ade5\",\"instructor_id\":\"rmp:1064439\",\"instructor_name\":\"Frank Pfefferkorn\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE0OTA5NzE3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1064439\"},{\"comment\":\"He is one of the best professors i have ever had. He explains concepts really well. He gets boring while using PPT slides. Often gives examples in class about how he dealt with problems that he solved during his NASA career. Use of EES is very extended. His homeworks are brilliant and are often focused on real life problems. AWESOME PROF!\",\"course_id\":\"ME 364\",\"date\":\"2011-12-17 00:36:23 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"13564b618302aef079e8e1f2\",\"instructor_id\":\"rmp:1350737\",\"instructor_name\":\"Franklin Miller\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE5NTQ3OTI5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1350737\"},{\"comment\":\"Too quickly explains concepts, and when he does he introduces the difficult to learn concept as \\\"you should already know this\\\" or \\\"this is fairly easy\\\" when it actually isn't since its the classes first time being introduced to heat transfer concepts. Focuses on numerical solutions and specific examples versus conceptual. Not enough time for exams.\",\"course_id\":\"ME 364\",\"date\":\"2014-11-05 21:47:21 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"c01bdf298e01cec950e82d92\",\"instructor_id\":\"rmp:1880112\",\"instructor_name\":\"Michael Cheadle\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTIzNzUzNTgw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1880112\"},{\"comment\":\"One of the worst professors I have seen. He'll answer questions during the exam. That's good. However, his handwriting is so bad and the lecture is boring. Also he doesn't really care about his students or try to understand them, even just a little bit. Questions in the exam usually not related to lecture slides. Having a book is all you need to do\",\"course_id\":\"ME 364\",\"date\":\"2016-05-19 17:26:44 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"0f4292d7173a89c5f6802338\",\"instructor_id\":\"rmp:1350737\",\"instructor_name\":\"Franklin Miller\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTI2NjE4ODA1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1350737\"}],\"evidence_count\":4,\"review_ids\":[\"fe435faa75667c7e4ac1ade5\",\"13564b618302aef079e8e1f2\",\"c01bdf298e01cec950e82d92\",\"0f4292d7173a89c5f6802338\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1064439\",\"name\":\"Frank Pfefferkorn\"},{\"id\":\"rmp:1350737\",\"name\":\"Franklin Miller\"},{\"id\":\"rmp:1880112\",\"name\":\"Michael Cheadle\"}],\"review_year_end\":\"2016\",\"review_year_start\":\"2008\"},\"sentiment\":\"mixed\",\"summary\":\"Instructors vary widely; some are clear and helpful, others are fast-paced or use ineffective teaching methods.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"He's definitely a challenging prof.  Heat treansfer is also a challenging class that is alot of work.  Willing to explain things you don't understand.  Tough exams but overall a fair grader.  Not too bad a lecturer either, very informative (even though heat transfer kinda sucks as a subject).  Knows his stuff for sure.\",\"course_id\":\"ME 364\",\"date\":\"2006-12-02 20:03:39 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"0127781b327a4013e9b44420\",\"instructor_id\":\"rmp:927521\",\"instructor_name\":\"John Pfotenhauer\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTEyNTA4Njky\",\"source_url\":\"https://www.ratemyprofessors.com/professor/927521\"},{\"comment\":\"Overall, a very good professor.  You can tell he enjoys teaching.  His homeworks required a lot of work, but it's heat transfer, so that's implied.  Tests are very fair (open book)and focus on comprehension rather than retention, and are easy if you've done the homework.  Powerpoint slides are very helpful.  Would definitely recommend.\",\"course_id\":\"ME 364\",\"date\":\"2009-05-11 19:04:55 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"4bd572058ca5fb3ac505879b\",\"instructor_id\":\"rmp:1064439\",\"instructor_name\":\"Frank Pfefferkorn\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE1ODE0MDg3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1064439\"},{\"comment\":\"very helpful and fun.  He definitely expects you to work hard in his class.\",\"course_id\":\"ME 364\",\"date\":\"2013-09-24 10:32:56 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"99302b01e97683b1d5732dba\",\"instructor_id\":\"rmp:1350738\",\"instructor_name\":\"Gregory Nellis\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIyMTM3MDU5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1350738\"},{\"comment\":\"I would care not to go into specifics\",\"course_id\":\"ME 364\",\"date\":\"2019-04-24 14:44:42 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"e09e88b3bcb938e64894ff44\",\"instructor_id\":\"rmp:1064439\",\"instructor_name\":\"Frank Pfefferkorn\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMxNjYyMTUw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1064439\"}],\"evidence_count\":4,\"review_ids\":[\"0127781b327a4013e9b44420\",\"4bd572058ca5fb3ac505879b\",\"99302b01e97683b1d5732dba\",\"e09e88b3bcb938e64894ff44\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1064439\",\"name\":\"Frank Pfefferkorn\"},{\"id\":\"rmp:1350738\",\"name\":\"Gregory Nellis\"},{\"id\":\"rmp:927521\",\"name\":\"John Pfotenhauer\"}],\"review_year_end\":\"2019\",\"review_year_start\":\"2006\"},\"sentiment\":\"negative\",\"summary\":\"The course is consistently described as having a heavy workload, particularly with time-consuming homework assignments.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"He's definitely a challenging prof.  Heat treansfer is also a challenging class that is alot of work.  Willing to explain things you don't understand.  Tough exams but overall a fair grader.  Not too bad a lecturer either, very informative (even though heat transfer kinda sucks as a subject).  Knows his stuff for sure.\",\"course_id\":\"ME 364\",\"date\":\"2006-12-02 20:03:39 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"0127781b327a4013e9b44420\",\"instructor_id\":\"rmp:927521\",\"instructor_name\":\"John Pfotenhauer\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTEyNTA4Njky\",\"source_url\":\"https://www.ratemyprofessors.com/professor/927521\"},{\"comment\":\"For heat transfer:3/4 of the way through the semester right now and he continues to prove that he is an awful prof. The other section of this class has not covered half of what we have. Very difficult exams, extremely arrogant in-class manner. Time consuming homework with little help from the text. Avoid\",\"course_id\":\"ME 364\",\"date\":\"2007-04-11 02:10:17 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"435e8df70d5d4327a14ba689\",\"instructor_id\":\"rmp:975558\",\"instructor_name\":\"David Foster\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTEyOTk2MDYx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/975558\"},{\"comment\":\"Overall, a very good professor.  You can tell he enjoys teaching.  His homeworks required a lot of work, but it's heat transfer, so that's implied.  Tests are very fair (open book)and focus on comprehension rather than retention, and are easy if you've done the homework.  Powerpoint slides are very helpful.  Would definitely recommend.\",\"course_id\":\"ME 364\",\"date\":\"2009-05-11 19:04:55 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"4bd572058ca5fb3ac505879b\",\"instructor_id\":\"rmp:1064439\",\"instructor_name\":\"Frank Pfefferkorn\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE1ODE0MDg3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1064439\"},{\"comment\":\"This is a hard one to write because he is the nicest guy ever... except when it comes to exam writing, which would be fine, except he never curves... ever. He is totally okay with only one person getting an A. The highest grades on our exams were an 89 and a 93. I was in the high upper quartile on both and still got an AB so be warned.\",\"course_id\":\"ME 364\",\"date\":\"2026-05-06 22:07:00 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"3806c89d0999bae92445df63\",\"instructor_id\":\"rmp:2580955\",\"instructor_name\":\"Dakotah Thompson\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQzMDUxNTA5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2580955\"}],\"evidence_count\":4,\"review_ids\":[\"0127781b327a4013e9b44420\",\"435e8df70d5d4327a14ba689\",\"4bd572058ca5fb3ac505879b\",\"3806c89d0999bae92445df63\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1064439\",\"name\":\"Frank Pfefferkorn\"},{\"id\":\"rmp:2580955\",\"name\":\"Dakotah Thompson\"},{\"id\":\"rmp:927521\",\"name\":\"John Pfotenhauer\"},{\"id\":\"rmp:975558\",\"name\":\"David Foster\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2006\"},\"sentiment\":\"mixed\",\"summary\":\"Exams are generally considered difficult and time-consuming, though some instructors provide fair grading or open-book formats.\"}]}","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_e943bbcb154c20d2c16a6792","course_id":"ME 364","catalog_version_id":"bd041afee79ee53327fa0ae3e2c0fa148edd55ef0f4c4849f1c0232775aca8ca","record_version_id":"cb39612363adfa1bb630b13f8aa9febb78b6a360c391963931e742c2a1b59ed8","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"525e6fb900533fab13e73d2e1736a2a8a8bfebee2c4f362dc95e72ebcd898fe8","section":"student_summary","status":"invalid","value_json":"{\"context_hash\":\"d22f1290cc0a83f04460dc8c1e796a995047a8b8d8a9dc52145592081f8ea604\",\"course_id\":\"ME 364\",\"current_instructors\":[{\"instructor_uid\":\"instructor_48b72dcfdc838d84c623e3a2\",\"message\":\"Summary generation failed\",\"name\":\"Allison Mahvi\",\"review_status\":\"generation_failed\",\"rmp_instructor_id\":\"rmp:2895666\",\"summary\":[{\"citations\":[{\"course_id\":\"ME 364\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"ME 364\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"ME 364\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2024: 3.21 GPA, 54.4% A/AB (n=125 letter grades); Spring 2025: 3.22 GPA, 55.6% A/AB (n=81 letter grades); Spring 2026: 3.04 GPA, 40.0% A/AB (n=80 letter grades).\"}]},{\"instructor_uid\":\"instructor_98b6f082d5ef08f2e39fc6ec\",\"message\":\"No course-specific reviews available\",\"name\":\"Weiyu Li\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":\"rmp:3081992\",\"summary\":[{\"citations\":[{\"course_id\":\"ME 364\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2025: 3.44 GPA, 62.5% A/AB (n=96 letter grades).\"}]}],\"difficulty_workload\":[],\"errors\":[{\"error\":\"ModelAPIError: Connection error.\",\"instructor_uid\":\"instructor_48b72dcfdc838d84c623e3a2\",\"mode\":\"professor\"},{\"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\":\"ME 364\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"ME 364\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"ME 364\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.16 GPA, 47.0% A/AB (n=149 letter grades); Fall 2025: 3.38 GPA, 62.7% A/AB (n=193 letter grades); Spring 2026: 2.89 GPA, 31.3% A/AB (n=150 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"ME 364\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"ME 364\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"ME 364\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"ME 364\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"ALLISON MAHVI is recorded teaching in Spring 2023, Spring 2024, Spring 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ME 364\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"},{\"course_id\":\"ME 364\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"},{\"course_id\":\"ME 364\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"},{\"course_id\":\"ME 364\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"}],\"text\":\"ARGANTHAEL BERSON is recorded teaching in Spring 2017, Spring 2018, Spring 2019, Fall 2019. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ME 364\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"ME 364\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"ME 364\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"ME 364\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"ME 364\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"ME 364\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"DAKOTAH THOMPSON is recorded teaching in Spring 2020, Fall 2020, Spring 2022, Spring 2023, Spring 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ME 364\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1074\",\"type\":\"grade\"}],\"text\":\"DAVID FOSTER is recorded teaching in Spring 2007. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ME 364\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1072\",\"type\":\"grade\"},{\"course_id\":\"ME 364\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1082\",\"type\":\"grade\"},{\"course_id\":\"ME 364\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1092\",\"type\":\"grade\"},{\"course_id\":\"ME 364\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1094\",\"type\":\"grade\"},{\"course_id\":\"ME 364\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1102\",\"type\":\"grade\"},{\"course_id\":\"ME 364\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1102\",\"type\":\"grade\"},{\"course_id\":\"ME 364\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"},{\"course_id\":\"ME 364\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1122\",\"type\":\"grade\"}],\"text\":\"FRANK PFEFFERKORN is recorded teaching in Fall 2006, Fall 2007, Fall 2008, Spring 2009, Fall 2009, Fall 2010, Fall 2011. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ME 364\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1104\",\"type\":\"grade\"},{\"course_id\":\"ME 364\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1122\",\"type\":\"grade\"},{\"course_id\":\"ME 364\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1124\",\"type\":\"grade\"},{\"course_id\":\"ME 364\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1124\",\"type\":\"grade\"},{\"course_id\":\"ME 364\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1144\",\"type\":\"grade\"},{\"course_id\":\"ME 364\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1144\",\"type\":\"grade\"},{\"course_id\":\"ME 364\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"ME 364\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"}],\"text\":\"FRANKLIN MILLER is recorded teaching in Spring 2010, Fall 2011, Spring 2012, Spring 2014, Spring 2016, Fall 2022. 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Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ME 364\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"},{\"course_id\":\"ME 364\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"},{\"course_id\":\"ME 364\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1154\",\"type\":\"grade\"},{\"course_id\":\"ME 364\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"ME 364\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"}],\"text\":\"MICHAEL CHEADLE is recorded teaching in Fall 2014, Spring 2015, Fall 2016, Fall 2017. 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Definitely enjoyed the class.\",\"course_id\":\"ME 364\",\"date\":\"2008-10-28 13:09:30 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"fe435faa75667c7e4ac1ade5\",\"instructor_id\":\"rmp:1064439\",\"instructor_name\":\"Frank Pfefferkorn\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE0OTA5NzE3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1064439\"},{\"comment\":\"He is one of the best professors i have ever had. He explains concepts really well. He gets boring while using PPT slides. Often gives examples in class about how he dealt with problems that he solved during his NASA career. Use of EES is very extended. His homeworks are brilliant and are often focused on real life problems. AWESOME PROF!\",\"course_id\":\"ME 364\",\"date\":\"2011-12-17 00:36:23 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"13564b618302aef079e8e1f2\",\"instructor_id\":\"rmp:1350737\",\"instructor_name\":\"Franklin Miller\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE5NTQ3OTI5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1350737\"},{\"comment\":\"Too quickly explains concepts, and when he does he introduces the difficult to learn concept as \\\"you should already know this\\\" or \\\"this is fairly easy\\\" when it actually isn't since its the classes first time being introduced to heat transfer concepts. Focuses on numerical solutions and specific examples versus conceptual. Not enough time for exams.\",\"course_id\":\"ME 364\",\"date\":\"2014-11-05 21:47:21 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"c01bdf298e01cec950e82d92\",\"instructor_id\":\"rmp:1880112\",\"instructor_name\":\"Michael Cheadle\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTIzNzUzNTgw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1880112\"},{\"comment\":\"One of the worst professors I have seen. He'll answer questions during the exam. That's good. However, his handwriting is so bad and the lecture is boring. Also he doesn't really care about his students or try to understand them, even just a little bit. Questions in the exam usually not related to lecture slides. Having a book is all you need to do\",\"course_id\":\"ME 364\",\"date\":\"2016-05-19 17:26:44 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"0f4292d7173a89c5f6802338\",\"instructor_id\":\"rmp:1350737\",\"instructor_name\":\"Franklin Miller\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTI2NjE4ODA1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1350737\"}],\"evidence_count\":4,\"review_ids\":[\"fe435faa75667c7e4ac1ade5\",\"13564b618302aef079e8e1f2\",\"c01bdf298e01cec950e82d92\",\"0f4292d7173a89c5f6802338\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1064439\",\"name\":\"Frank Pfefferkorn\"},{\"id\":\"rmp:1350737\",\"name\":\"Franklin Miller\"},{\"id\":\"rmp:1880112\",\"name\":\"Michael Cheadle\"}],\"review_year_end\":\"2016\",\"review_year_start\":\"2008\"},\"sentiment\":\"mixed\",\"summary\":\"Instructors vary widely; some are clear and helpful, others are fast-paced or use ineffective teaching methods.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"He's definitely a challenging prof.  Heat treansfer is also a challenging class that is alot of work.  Willing to explain things you don't understand.  Tough exams but overall a fair grader.  Not too bad a lecturer either, very informative (even though heat transfer kinda sucks as a subject).  Knows his stuff for sure.\",\"course_id\":\"ME 364\",\"date\":\"2006-12-02 20:03:39 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"0127781b327a4013e9b44420\",\"instructor_id\":\"rmp:927521\",\"instructor_name\":\"John Pfotenhauer\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTEyNTA4Njky\",\"source_url\":\"https://www.ratemyprofessors.com/professor/927521\"},{\"comment\":\"Overall, a very good professor.  You can tell he enjoys teaching.  His homeworks required a lot of work, but it's heat transfer, so that's implied.  Tests are very fair (open book)and focus on comprehension rather than retention, and are easy if you've done the homework.  Powerpoint slides are very helpful.  Would definitely recommend.\",\"course_id\":\"ME 364\",\"date\":\"2009-05-11 19:04:55 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"4bd572058ca5fb3ac505879b\",\"instructor_id\":\"rmp:1064439\",\"instructor_name\":\"Frank Pfefferkorn\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE1ODE0MDg3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1064439\"},{\"comment\":\"very helpful and fun.  He definitely expects you to work hard in his class.\",\"course_id\":\"ME 364\",\"date\":\"2013-09-24 10:32:56 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"99302b01e97683b1d5732dba\",\"instructor_id\":\"rmp:1350738\",\"instructor_name\":\"Gregory Nellis\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIyMTM3MDU5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1350738\"},{\"comment\":\"I would care not to go into specifics\",\"course_id\":\"ME 364\",\"date\":\"2019-04-24 14:44:42 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"e09e88b3bcb938e64894ff44\",\"instructor_id\":\"rmp:1064439\",\"instructor_name\":\"Frank Pfefferkorn\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMxNjYyMTUw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1064439\"}],\"evidence_count\":4,\"review_ids\":[\"0127781b327a4013e9b44420\",\"4bd572058ca5fb3ac505879b\",\"99302b01e97683b1d5732dba\",\"e09e88b3bcb938e64894ff44\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1064439\",\"name\":\"Frank Pfefferkorn\"},{\"id\":\"rmp:1350738\",\"name\":\"Gregory Nellis\"},{\"id\":\"rmp:927521\",\"name\":\"John Pfotenhauer\"}],\"review_year_end\":\"2019\",\"review_year_start\":\"2006\"},\"sentiment\":\"negative\",\"summary\":\"The course is consistently described as having a heavy workload, particularly with time-consuming homework assignments.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"He's definitely a challenging prof.  Heat treansfer is also a challenging class that is alot of work.  Willing to explain things you don't understand.  Tough exams but overall a fair grader.  Not too bad a lecturer either, very informative (even though heat transfer kinda sucks as a subject).  Knows his stuff for sure.\",\"course_id\":\"ME 364\",\"date\":\"2006-12-02 20:03:39 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"0127781b327a4013e9b44420\",\"instructor_id\":\"rmp:927521\",\"instructor_name\":\"John Pfotenhauer\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTEyNTA4Njky\",\"source_url\":\"https://www.ratemyprofessors.com/professor/927521\"},{\"comment\":\"For heat transfer:3/4 of the way through the semester right now and he continues to prove that he is an awful prof. The other section of this class has not covered half of what we have. Very difficult exams, extremely arrogant in-class manner. Time consuming homework with little help from the text. Avoid\",\"course_id\":\"ME 364\",\"date\":\"2007-04-11 02:10:17 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"435e8df70d5d4327a14ba689\",\"instructor_id\":\"rmp:975558\",\"instructor_name\":\"David Foster\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTEyOTk2MDYx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/975558\"},{\"comment\":\"Overall, a very good professor.  You can tell he enjoys teaching.  His homeworks required a lot of work, but it's heat transfer, so that's implied.  Tests are very fair (open book)and focus on comprehension rather than retention, and are easy if you've done the homework.  Powerpoint slides are very helpful.  Would definitely recommend.\",\"course_id\":\"ME 364\",\"date\":\"2009-05-11 19:04:55 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"4bd572058ca5fb3ac505879b\",\"instructor_id\":\"rmp:1064439\",\"instructor_name\":\"Frank Pfefferkorn\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE1ODE0MDg3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1064439\"},{\"comment\":\"This is a hard one to write because he is the nicest guy ever... except when it comes to exam writing, which would be fine, except he never curves... ever. He is totally okay with only one person getting an A. The highest grades on our exams were an 89 and a 93. I was in the high upper quartile on both and still got an AB so be warned.\",\"course_id\":\"ME 364\",\"date\":\"2026-05-06 22:07:00 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"3806c89d0999bae92445df63\",\"instructor_id\":\"rmp:2580955\",\"instructor_name\":\"Dakotah Thompson\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQzMDUxNTA5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2580955\"}],\"evidence_count\":4,\"review_ids\":[\"0127781b327a4013e9b44420\",\"435e8df70d5d4327a14ba689\",\"4bd572058ca5fb3ac505879b\",\"3806c89d0999bae92445df63\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1064439\",\"name\":\"Frank Pfefferkorn\"},{\"id\":\"rmp:2580955\",\"name\":\"Dakotah Thompson\"},{\"id\":\"rmp:927521\",\"name\":\"John Pfotenhauer\"},{\"id\":\"rmp:975558\",\"name\":\"David Foster\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2006\"},\"sentiment\":\"mixed\",\"summary\":\"Exams are generally considered difficult and time-consuming, though some instructors provide fair grading or open-book formats.\"}]}","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_e943bbcb154c20d2c16a6792","course_id":"ME 364","catalog_version_id":"bd041afee79ee53327fa0ae3e2c0fa148edd55ef0f4c4849f1c0232775aca8ca","record_version_id":"cb39612363adfa1bb630b13f8aa9febb78b6a360c391963931e742c2a1b59ed8","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"8957eb742e87e8474555524977f31c68afe979f10c74516b702ca1add3b9fedf","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"d22f1290cc0a83f04460dc8c1e796a995047a8b8d8a9dc52145592081f8ea604\",\"course_id\":\"ME 364\",\"current_instructors\":[{\"instructor_uid\":\"instructor_48b72dcfdc838d84c623e3a2\",\"message\":null,\"name\":\"Allison Mahvi\",\"review_status\":\"supported\",\"rmp_instructor_id\":\"rmp:2895666\",\"summary\":[{\"citations\":[{\"instructor_name\":\"Allison Mahvi\",\"review_date\":\"2024-11-14 20:03:29 +0000 UTC\",\"review_id\":\"418145c3dacdd12157acfe56\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2895666\",\"source_review_id\":\"UmF0aW5nLTM5OTUxMTcw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2895666\",\"type\":\"review\"},{\"instructor_name\":\"Allison Mahvi\",\"review_date\":\"2025-05-01 19:05:15 +0000 UTC\",\"review_id\":\"869ce7b8413b1d7ffa0e085a\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2895666\",\"source_review_id\":\"UmF0aW5nLTQxMTIxOTY1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2895666\",\"type\":\"review\"},{\"instructor_name\":\"Allison Mahvi\",\"review_date\":\"2026-05-01 01:59:48 +0000 UTC\",\"review_id\":\"6910332f24c1d0c5efe5e818\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2895666\",\"source_review_id\":\"UmF0aW5nLTQyOTkxNDA0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2895666\",\"type\":\"review\"}],\"text\":\"Allison Mahvi is praised for clear explanations, handwritten notes, and willingness to answer questions, with exams covering in-line content. Reviewers highlight her care for student success and accessibility of the difficult material.\"},{\"citations\":[{\"instructor_name\":\"Allison Mahvi\",\"review_date\":\"2024-05-11 21:44:45 +0000 UTC\",\"review_id\":\"0f188788a773f49ccf605349\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2895666\",\"source_review_id\":\"UmF0aW5nLTM5NDQwMzY1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2895666\",\"type\":\"review\"},{\"instructor_name\":\"Allison Mahvi\",\"review_date\":\"2025-04-03 02:32:24 +0000 UTC\",\"review_id\":\"cfa889a20af09b8630378702\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2895666\",\"source_review_id\":\"UmF0aW5nLTQwODYzMDEy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2895666\",\"type\":\"review\"}],\"text\":\"Some students report that lecture examples poorly prepare for assignments and that homework focuses heavily on debugging EES rather than concepts. One reviewer criticizes the class for unclear expectations and grading issues, while another notes potential for improvement over time.\"},{\"citations\":[{\"course_id\":\"ME 364\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"ME 364\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"ME 364\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2024: 3.21 GPA, 54.4% A/AB (n=125 letter grades); Spring 2025: 3.22 GPA, 55.6% A/AB (n=81 letter grades); Spring 2026: 3.04 GPA, 40.0% A/AB (n=80 letter grades).\"}]},{\"instructor_uid\":\"instructor_98b6f082d5ef08f2e39fc6ec\",\"message\":\"No course-specific reviews available\",\"name\":\"Weiyu Li\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":\"rmp:3081992\",\"summary\":[{\"citations\":[{\"course_id\":\"ME 364\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2025: 3.44 GPA, 62.5% A/AB (n=96 letter grades).\"}]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Allison Mahvi\",\"review_date\":\"2024-05-11 21:44:45 +0000 UTC\",\"review_id\":\"0f188788a773f49ccf605349\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2895666\",\"source_review_id\":\"UmF0aW5nLTM5NDQwMzY1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2895666\",\"type\":\"review\"},{\"instructor_name\":\"Allison Mahvi\",\"review_date\":\"2025-05-01 19:05:15 +0000 UTC\",\"review_id\":\"869ce7b8413b1d7ffa0e085a\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2895666\",\"source_review_id\":\"UmF0aW5nLTQxMTIxOTY1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2895666\",\"type\":\"review\"}],\"text\":\"Students report spending considerable time on homework, which involves specific formatting requirements and debugging EES software rather than just conceptual application.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"John Pfotenhauer\",\"review_date\":\"2006-12-02 20:03:39 +0000 UTC\",\"review_id\":\"0127781b327a4013e9b44420\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:927521\",\"source_review_id\":\"UmF0aW5nLTEyNTA4Njky\",\"source_url\":\"https://www.ratemyprofessors.com/professor/927521\",\"type\":\"review\"},{\"instructor_name\":\"David Foster\",\"review_date\":\"2007-04-11 02:10:17 +0000 UTC\",\"review_id\":\"435e8df70d5d4327a14ba689\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:975558\",\"source_review_id\":\"UmF0aW5nLTEyOTk2MDYx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/975558\",\"type\":\"review\"},{\"instructor_name\":\"Frank Pfefferkorn\",\"review_date\":\"2008-10-28 13:09:30 +0000 UTC\",\"review_id\":\"fe435faa75667c7e4ac1ade5\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1064439\",\"source_review_id\":\"UmF0aW5nLTE0OTA5NzE3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1064439\",\"type\":\"review\"},{\"instructor_name\":\"Gregory Nellis\",\"review_date\":\"2013-09-24 10:32:56 +0000 UTC\",\"review_id\":\"99302b01e97683b1d5732dba\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1350738\",\"source_review_id\":\"UmF0aW5nLTIyMTM3MDU5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1350738\",\"type\":\"review\"},{\"instructor_name\":\"Michael Cheadle\",\"review_date\":\"2014-11-05 21:47:21 +0000 UTC\",\"review_id\":\"c01bdf298e01cec950e82d92\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1880112\",\"source_review_id\":\"UmF0aW5nLTIzNzUzNTgw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1880112\",\"type\":\"review\"},{\"instructor_name\":\"Franklin Miller\",\"review_date\":\"2016-05-19 17:26:44 +0000 UTC\",\"review_id\":\"0f4292d7173a89c5f6802338\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1350737\",\"source_review_id\":\"UmF0aW5nLTI2NjE4ODA1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1350737\",\"type\":\"review\"},{\"instructor_name\":\"Michael Cheadle\",\"review_date\":\"2017-12-18 22:23:02 +0000 UTC\",\"review_id\":\"7c3222f90361365c4d54bd4f\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1880112\",\"source_review_id\":\"UmF0aW5nLTI5MjY3Mjcw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1880112\",\"type\":\"review\"},{\"instructor_name\":\"Arganthael Berson\",\"review_date\":\"2019-03-04 04:18:40 +0000 UTC\",\"review_id\":\"8050d309162ba2a2642de46f\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2367451\",\"source_review_id\":\"UmF0aW5nLTMxNDAwNjY5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2367451\",\"type\":\"review\"},{\"instructor_name\":\"Gregory Nellis\",\"review_date\":\"2019-04-11 20:10:28 +0000 UTC\",\"review_id\":\"f5631143568d8a304532e21d\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1350738\",\"source_review_id\":\"UmF0aW5nLTMxNTc2Njky\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1350738\",\"type\":\"review\"},{\"instructor_name\":\"Frank Pfefferkorn\",\"review_date\":\"2019-04-24 14:44:42 +0000 UTC\",\"review_id\":\"e09e88b3bcb938e64894ff44\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1064439\",\"source_review_id\":\"UmF0aW5nLTMxNjYyMTUw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1064439\",\"type\":\"review\"}],\"text\":\"Historical reviews for Allison Mahvi and Weiyu Li are unavailable. Past instructors like Gregory Nellis and Michael Cheadle were praised for helpfulness, though Cheadle was noted for a fast pace and introducing concepts quickly. Franklin Miller and David Foster received negative feedback for boring lectures and arrogant attitudes, respectively.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Allison Mahvi\",\"review_date\":\"2024-11-14 20:03:29 +0000 UTC\",\"review_id\":\"418145c3dacdd12157acfe56\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2895666\",\"source_review_id\":\"UmF0aW5nLTM5OTUxMTcw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2895666\",\"type\":\"review\"},{\"instructor_name\":\"Allison Mahvi\",\"review_date\":\"2025-05-01 19:05:15 +0000 UTC\",\"review_id\":\"869ce7b8413b1d7ffa0e085a\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2895666\",\"source_review_id\":\"UmF0aW5nLTQxMTIxOTY1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2895666\",\"type\":\"review\"},{\"instructor_name\":\"Allison Mahvi\",\"review_date\":\"2026-05-01 01:59:48 +0000 UTC\",\"review_id\":\"6910332f24c1d0c5efe5e818\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2895666\",\"source_review_id\":\"UmF0aW5nLTQyOTkxNDA0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2895666\",\"type\":\"review\"}],\"text\":\"Reviewers praise Allison Mahvi for clear explanations, handwritten notes, and approachability, though they note the class is difficult and requires significant homework effort.\"},{\"citations\":[{\"course_id\":\"ME 364\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"ME 364\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"ME 364\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.16 GPA, 47.0% A/AB (n=149 letter grades); Fall 2025: 3.38 GPA, 62.7% A/AB (n=193 letter grades); Spring 2026: 2.89 GPA, 31.3% A/AB (n=150 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Allison Mahvi\",\"review_date\":\"2025-04-03 02:32:24 +0000 UTC\",\"review_id\":\"cfa889a20af09b8630378702\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2895666\",\"source_review_id\":\"UmF0aW5nLTQwODYzMDEy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2895666\",\"type\":\"review\"}],\"text\":\"One reviewer describes the course as a disaster with rapid-fire lectures, unclear expectations, and unfair grading, contrasting sharply with positive feedback from others.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"ME 364\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"ME 364\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"ME 364\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"ME 364\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"ALLISON MAHVI is recorded teaching in Spring 2023, Spring 2024, Spring 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ME 364\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"},{\"course_id\":\"ME 364\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"},{\"course_id\":\"ME 364\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"},{\"course_id\":\"ME 364\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"}],\"text\":\"ARGANTHAEL BERSON is recorded teaching in Spring 2017, Spring 2018, Spring 2019, Fall 2019. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ME 364\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"ME 364\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"ME 364\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"ME 364\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"ME 364\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"ME 364\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"DAKOTAH THOMPSON is recorded teaching in Spring 2020, Fall 2020, Spring 2022, Spring 2023, Spring 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ME 364\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1074\",\"type\":\"grade\"}],\"text\":\"DAVID FOSTER is recorded teaching in Spring 2007. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ME 364\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1072\",\"type\":\"grade\"},{\"course_id\":\"ME 364\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1082\",\"type\":\"grade\"},{\"course_id\":\"ME 364\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1092\",\"type\":\"grade\"},{\"course_id\":\"ME 364\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1094\",\"type\":\"grade\"},{\"course_id\":\"ME 364\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1102\",\"type\":\"grade\"},{\"course_id\":\"ME 364\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1102\",\"type\":\"grade\"},{\"course_id\":\"ME 364\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"},{\"course_id\":\"ME 364\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1122\",\"type\":\"grade\"}],\"text\":\"FRANK PFEFFERKORN is recorded teaching in Fall 2006, Fall 2007, Fall 2008, Spring 2009, Fall 2009, Fall 2010, Fall 2011. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ME 364\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1104\",\"type\":\"grade\"},{\"course_id\":\"ME 364\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1122\",\"type\":\"grade\"},{\"course_id\":\"ME 364\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1124\",\"type\":\"grade\"},{\"course_id\":\"ME 364\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1124\",\"type\":\"grade\"},{\"course_id\":\"ME 364\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1144\",\"type\":\"grade\"},{\"course_id\":\"ME 364\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1144\",\"type\":\"grade\"},{\"course_id\":\"ME 364\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"ME 364\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"}],\"text\":\"FRANKLIN MILLER is recorded teaching in Spring 2010, Fall 2011, Spring 2012, Spring 2014, Spring 2016, Fall 2022. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ME 364\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1072\",\"type\":\"grade\"},{\"course_id\":\"ME 364\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1074\",\"type\":\"grade\"},{\"course_id\":\"ME 364\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1092\",\"type\":\"grade\"},{\"course_id\":\"ME 364\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"},{\"course_id\":\"ME 364\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1134\",\"type\":\"grade\"},{\"course_id\":\"ME 364\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1142\",\"type\":\"grade\"},{\"course_id\":\"ME 364\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1142\",\"type\":\"grade\"},{\"course_id\":\"ME 364\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"ME 364\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"ME 364\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"GREGORY NELLIS is recorded teaching in Fall 2006, Spring 2007, Fall 2008, Fall 2010, Spring 2013, Fall 2013, Fall 2015, Fall 2018, Fall 2025. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ME 364\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"},{\"course_id\":\"ME 364\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"},{\"course_id\":\"ME 364\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1154\",\"type\":\"grade\"},{\"course_id\":\"ME 364\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"ME 364\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"}],\"text\":\"MICHAEL CHEADLE is recorded teaching in Fall 2014, Spring 2015, Fall 2016, Fall 2017. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ME 364\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"source_record\":{\"entity_id\":\"6d1883ee-5819-3a3e-b84b-0fa69229f394\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"WEIYU LI is recorded teaching in Fall 2025. 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":false}]