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A commercial computer program is used for applications.\",\"source_url\":\"https://guide.wisc.edu/courses/e_m_a/\"}],\"text\":\"Practicum in Finite Elements covers elementary FE theory and uses a commercial computer program to solve practical mechanics problems, emphasizing modeling and result evaluation.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"EMA 405\",\"field\":\"description\",\"quote\":\"Elementary theory of FE is discussed.\",\"source_url\":\"https://guide.wisc.edu/courses/e_m_a/\"}],\"text\":\"Elementary theory of finite elements.\"},{\"evidence\":[{\"course_id\":\"EMA 405\",\"field\":\"description\",\"quote\":\"solving practical problems in mechanics\",\"source_url\":\"https://guide.wisc.edu/courses/e_m_a/\"}],\"text\":\"Practical problems in mechanics.\"},{\"evidence\":[{\"course_id\":\"EMA 405\",\"field\":\"description\",\"quote\":\"A commercial computer program is used for applications.\",\"source_url\":\"https://guide.wisc.edu/courses/e_m_a/\"}],\"text\":\"Application of commercial computer programs.\"},{\"evidence\":[{\"course_id\":\"EMA 405\",\"field\":\"description\",\"quote\":\"behavior of FE, modeling, and evaluation of results for correctness\",\"source_url\":\"https://guide.wisc.edu/courses/e_m_a/\"}],\"text\":\"FE behavior, modeling, and result evaluation.\"}]}","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_63981d631c5570b7f9e27753","course_id":"EMA 405","catalog_version_id":"3ebe57c7a748d0bc95396d010d13ab1434e59b0fceb270573913683a48ae0a5d","record_version_id":"031a068a48f359d223a2874a5ecfbfa0615e7b39129d9c88e6f4a7ea4c271abe","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"67c3ab3a250ac44174559cfb13be0b0af2480cfb60e03ddbf3f871ea6c1048fd","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Great teacher. Good at answering questions if you ask them specifically. Lenient grader as instead of grading only your report, he will look through your finite element model to see where you went wrong and what you did correctly to give you credit. Lectures are very optional, you can learn from the PDF's on moodle. Also he makes some decent jokes.\",\"course_id\":\"EMA 405\",\"date\":\"2015-04-27 22:02:54 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"a15ede200890bd925722de20\",\"instructor_id\":\"rmp:725492\",\"instructor_name\":\"Robert Witt\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI0NjgyNTM3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/725492\"},{\"comment\":\"A lot of criticism from 201 students, but I found Witt to be excellent in this course. He was very patient and interactive with the students, kept lectures (demos) interesting, and interacted with students more as a peer than a superior. 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I would recommend going to his office hours,  he will help you out.\",\"course_id\":\"EMA 405\",\"date\":\"2016-02-20 16:44:39 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"0a33212bf55b4e2b2949d692\",\"instructor_id\":\"rmp:725492\",\"instructor_name\":\"Robert Witt\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI2MDcyMTI4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/725492\"}],\"evidence_count\":3,\"review_ids\":[\"a15ede200890bd925722de20\",\"1adb8e3e7a742d9a20816f01\",\"0a33212bf55b4e2b2949d692\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:725492\",\"name\":\"Robert Witt\"}],\"review_year_end\":\"2016\",\"review_year_start\":\"2015\"},\"sentiment\":\"positive\",\"subject_instructor_id\":\"rmp:725492\",\"summary\":\"Cited reviews praise Robert Witt for being patient, interactive, and providing good feedback on homework and exams.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"Great teacher. Good at answering questions if you ask them specifically. Lenient grader as instead of grading only your report, he will look through your finite element model to see where you went wrong and what you did correctly to give you credit. Lectures are very optional, you can learn from the PDF's on moodle. Also he makes some decent jokes.\",\"course_id\":\"EMA 405\",\"date\":\"2015-04-27 22:02:54 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"a15ede200890bd925722de20\",\"instructor_id\":\"rmp:725492\",\"instructor_name\":\"Robert Witt\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI0NjgyNTM3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/725492\"},{\"comment\":\"A lot of criticism from 201 students, but I found Witt to be excellent in this course. He was very patient and interactive with the students, kept lectures (demos) interesting, and interacted with students more as a peer than a superior. 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Will give you help when you ask for it, but can make you feel like you should already know it.\",\"course_id\":\"EMA 405\",\"date\":\"2015-11-19 16:23:46 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"d3f9e4f860b9a92b4214890a\",\"instructor_id\":\"rmp:725492\",\"instructor_name\":\"Robert Witt\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTI1NDU0MjE1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/725492\"}],\"evidence_count\":1,\"review_ids\":[\"d3f9e4f860b9a92b4214890a\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:725492\",\"name\":\"Robert Witt\"}],\"review_year_end\":\"2015\",\"review_year_start\":\"2015\"},\"sentiment\":\"mixed\",\"subject_instructor_id\":\"rmp:725492\",\"summary\":\"One reviewer describes Robert Witt as practicing 'tough love,' prioritizing material knowledge over grades.\"},{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Great teacher that truly wants to help students understand concepts.  On top of having a PHD, he is a baller as well.  Loves to snowboard and talks to students about non-school related topics occasionally.\",\"course_id\":\"EMA 405\",\"date\":\"2016-05-24 12:19:18 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"9d87cb18093aa36a2f1b026f\",\"instructor_id\":\"rmp:2061829\",\"instructor_name\":\"Sonny Nimityongskul\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI2NjQzNjA0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2061829\"}],\"evidence_count\":1,\"review_ids\":[\"9d87cb18093aa36a2f1b026f\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2061829\",\"name\":\"Sonny Nimityongskul\"}],\"review_year_end\":\"2016\",\"review_year_start\":\"2016\"},\"sentiment\":\"positive\",\"subject_instructor_id\":\"rmp:2061829\",\"summary\":\"Cited review praises Sonny Nimityongskul as a great teacher who truly wants to help students understand concepts.\"},{\"aspect\":\"organization\",\"evidence\":[{\"comment\":\"He does not like collaboration between students (going against everything about engineering) and refuses to answer questions, so having him as a professor and being taught by a wall is the same thing. He doesn't care for his students well-being and says he is pushing them to be good engineers, but in reality, he pushes them to fail.\",\"course_id\":\"EMA 405\",\"date\":\"2022-10-27 17:46:49 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"b315cd721d0c114c30053ca9\",\"instructor_id\":\"rmp:2702661\",\"instructor_name\":\"Curt Bronkhorst\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM2NzQ1MjA1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2702661\"}],\"evidence_count\":1,\"review_ids\":[\"b315cd721d0c114c30053ca9\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2702661\",\"name\":\"Curt Bronkhorst\"}],\"review_year_end\":\"2022\",\"review_year_start\":\"2022\"},\"sentiment\":\"negative\",\"subject_instructor_id\":\"rmp:2702661\",\"summary\":\"Cited review criticizes Curt Bronkhorst for disliking student collaboration and refusing to answer questions.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Turns a practicum class into a boring, lecture-heavy slog. If this class wasn't required for many engineering majors, I'd say it's infinitely more useful to just learn the program ANSYS ADPL completely on your own. Every homework is done in pairs. Theoretically a very easy class, but extremely boring and way too time-consuming for what it teaches.\",\"course_id\":\"EMA 405\",\"date\":\"2023-11-22 17:37:45 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"b0e3211d8334d778852aeb67\",\"instructor_id\":\"rmp:2953123\",\"instructor_name\":\"Ramathasan Thevamaran\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM4NDMwMTYw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2953123\"}],\"evidence_count\":1,\"review_ids\":[\"b0e3211d8334d778852aeb67\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2953123\",\"name\":\"Ramathasan Thevamaran\"}],\"review_year_end\":\"2023\",\"review_year_start\":\"2023\"},\"sentiment\":\"negative\",\"subject_instructor_id\":\"rmp:2953123\",\"summary\":\"Ramathasan Thevamaran's course is described as boring, lecture-heavy, and time-consuming for what it teaches.\"}]}","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_63981d631c5570b7f9e27753","course_id":"EMA 405","catalog_version_id":"3ebe57c7a748d0bc95396d010d13ab1434e59b0fceb270573913683a48ae0a5d","record_version_id":"031a068a48f359d223a2874a5ecfbfa0615e7b39129d9c88e6f4a7ea4c271abe","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"67c3ab3a250ac44174559cfb13be0b0af2480cfb60e03ddbf3f871ea6c1048fd","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"6ba0cff97c6ee77aae10c1eeff5d6c89ab45e6ac87db7475d1701e6b90967129\",\"course_id\":\"EMA 405\",\"current_instructors\":[{\"instructor_uid\":\"instructor_77b46a6cd1205a9e58c0221e\",\"message\":\"No course-specific reviews available\",\"name\":\"Kiffer Creveling\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[]},{\"instructor_uid\":\"instructor_8ae483d6a159fe984cc6b267\",\"message\":null,\"name\":\"Ramathasan Thevamaran\",\"review_status\":\"supported\",\"rmp_instructor_id\":\"rmp:2953123\",\"summary\":[{\"citations\":[{\"instructor_name\":\"Ramathasan Thevamaran\",\"review_date\":\"2023-11-22 17:37:45 +0000 UTC\",\"review_id\":\"b0e3211d8334d778852aeb67\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2953123\",\"source_review_id\":\"UmF0aW5nLTM4NDMwMTYw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2953123\",\"type\":\"review\"}],\"evidence_scope\":\"past_student_reviews\",\"text\":\"Ramathasan Thevamaran turned this practicum into a lecture-heavy, time-consuming slog. The reviewer found the course extremely boring and noted that every homework assignment was completed in pairs.\"},{\"citations\":[{\"course_id\":\"EMA 405\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"11416f63-cbce-3cdd-ab2c-3bc4137ee554\",\"source_record\":{\"entity_id\":\"11416f63-cbce-3cdd-ab2c-3bc4137ee554\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"EMA 405\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"11416f63-cbce-3cdd-ab2c-3bc4137ee554\",\"source_record\":{\"entity_id\":\"11416f63-cbce-3cdd-ab2c-3bc4137ee554\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"EMA 405\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"11416f63-cbce-3cdd-ab2c-3bc4137ee554\",\"source_record\":{\"entity_id\":\"11416f63-cbce-3cdd-ab2c-3bc4137ee554\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2023: 3.44 GPA, 75.0% A/AB (n=24 letter grades); Spring 2024: 3.65 GPA, 88.5% A/AB (n=26 letter grades); Spring 2025: 3.83 GPA, 92.6% A/AB (n=27 letter grades). Includes jointly taught sections.\"}]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Ramathasan Thevamaran\",\"review_date\":\"2023-11-22 17:37:45 +0000 UTC\",\"review_id\":\"b0e3211d8334d778852aeb67\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2953123\",\"source_review_id\":\"UmF0aW5nLTM4NDMwMTYw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2953123\",\"type\":\"review\"}],\"evidence_scope\":\"past_student_reviews\",\"text\":\"Although theoretically easy, the class was considered way too time-consuming for its content, with all homework assignments completed in pairs.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Robert Witt\",\"review_date\":\"2015-04-27 22:02:54 +0000 UTC\",\"review_id\":\"a15ede200890bd925722de20\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:725492\",\"source_review_id\":\"UmF0aW5nLTI0NjgyNTM3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/725492\",\"type\":\"review\"},{\"instructor_name\":\"Robert Witt\",\"review_date\":\"2015-05-14 12:18:55 +0000 UTC\",\"review_id\":\"1adb8e3e7a742d9a20816f01\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:725492\",\"source_review_id\":\"UmF0aW5nLTI0ODI5NDY3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/725492\",\"type\":\"review\"},{\"instructor_name\":\"Robert Witt\",\"review_date\":\"2015-11-19 16:23:46 +0000 UTC\",\"review_id\":\"d3f9e4f860b9a92b4214890a\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:725492\",\"source_review_id\":\"UmF0aW5nLTI1NDU0MjE1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/725492\",\"type\":\"review\"}],\"evidence_scope\":\"past_student_reviews\",\"text\":\"Historical instructor Robert Witt was described as lenient and interactive, offering detailed feedback on finite element models and homework. 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Loves to snowboard and talks to students about non-school related topics occasionally.\",\"course_id\":\"EMA 405\",\"date\":\"2016-05-24 12:19:18 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"9d87cb18093aa36a2f1b026f\",\"instructor_id\":\"rmp:2061829\",\"instructor_name\":\"Sonny Nimityongskul\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI2NjQzNjA0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2061829\"},{\"comment\":\"He does not like collaboration between students (going against everything about engineering) and refuses to answer questions, so having him as a professor and being taught by a wall is the same thing. He doesn't care for his students well-being and says he is pushing them to be good engineers, but in reality, he pushes them to fail.\",\"course_id\":\"EMA 405\",\"date\":\"2022-10-27 17:46:49 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"b315cd721d0c114c30053ca9\",\"instructor_id\":\"rmp:2702661\",\"instructor_name\":\"Curt Bronkhorst\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM2NzQ1MjA1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2702661\"},{\"comment\":\"Turns a practicum class into a boring, lecture-heavy slog. If this class wasn't required for many engineering majors, I'd say it's infinitely more useful to just learn the program ANSYS ADPL completely on your own. Every homework is done in pairs. Theoretically a very easy class, but extremely boring and way too time-consuming for what it teaches.\",\"course_id\":\"EMA 405\",\"date\":\"2023-11-22 17:37:45 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"b0e3211d8334d778852aeb67\",\"instructor_id\":\"rmp:2953123\",\"instructor_name\":\"Ramathasan Thevamaran\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM4NDMwMTYw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2953123\"}],\"evidence_count\":6,\"review_ids\":[\"a15ede200890bd925722de20\",\"1adb8e3e7a742d9a20816f01\",\"0a33212bf55b4e2b2949d692\",\"9d87cb18093aa36a2f1b026f\",\"b315cd721d0c114c30053ca9\",\"b0e3211d8334d778852aeb67\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2061829\",\"name\":\"Sonny Nimityongskul\"},{\"id\":\"rmp:2702661\",\"name\":\"Curt Bronkhorst\"},{\"id\":\"rmp:2953123\",\"name\":\"Ramathasan Thevamaran\"},{\"id\":\"rmp:725492\",\"name\":\"Robert Witt\"}],\"review_year_end\":\"2023\",\"review_year_start\":\"2015\"},\"sentiment\":\"mixed\",\"summary\":\"Instructors like Robert Witt and Sonny Nimityongskul are praised for being patient, interactive, and providing good feedback, while others are criticized for being unhelpful or lecture-heavy.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Great teacher. Good at answering questions if you ask them specifically. Lenient grader as instead of grading only your report, he will look through your finite element model to see where you went wrong and what you did correctly to give you credit. Lectures are very optional, you can learn from the PDF's on moodle. Also he makes some decent jokes.\",\"course_id\":\"EMA 405\",\"date\":\"2015-04-27 22:02:54 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"a15ede200890bd925722de20\",\"instructor_id\":\"rmp:725492\",\"instructor_name\":\"Robert Witt\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI0NjgyNTM3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/725492\"},{\"comment\":\"A lot of criticism from 201 students, but I found Witt to be excellent in this course. He was very patient and interactive with the students, kept lectures (demos) interesting, and interacted with students more as a peer than a superior. Always gave feedback on HW and exams, but often seemed overly disappointed in the results. Lenient grader though\",\"course_id\":\"EMA 405\",\"date\":\"2015-05-14 12:18:55 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"1adb8e3e7a742d9a20816f01\",\"instructor_id\":\"rmp:725492\",\"instructor_name\":\"Robert Witt\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI0ODI5NDY3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/725492\"},{\"comment\":\"Bob is the epitome of tough love. He isn't going to make the class easy on you, but by the time you get through it, you'll know what you're doing. The sort of person who thinks knowing the material is more important than the grade you're getting. Will give you help when you ask for it, but can make you feel like you should already know it.\",\"course_id\":\"EMA 405\",\"date\":\"2015-11-19 16:23:46 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"d3f9e4f860b9a92b4214890a\",\"instructor_id\":\"rmp:725492\",\"instructor_name\":\"Robert Witt\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTI1NDU0MjE1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/725492\"},{\"comment\":\"Professor Witt is the bomb.  He is super funny and really wants you to understand the material.  He gives really good feedback on your homework so you know what you did wrong.  I would recommend going to his office hours,  he will help you out.\",\"course_id\":\"EMA 405\",\"date\":\"2016-02-20 16:44:39 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"0a33212bf55b4e2b2949d692\",\"instructor_id\":\"rmp:725492\",\"instructor_name\":\"Robert Witt\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI2MDcyMTI4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/725492\"},{\"comment\":\"Great teacher that truly wants to help students understand concepts.  On top of having a PHD, he is a baller as well.  Loves to snowboard and talks to students about non-school related topics occasionally.\",\"course_id\":\"EMA 405\",\"date\":\"2016-05-24 12:19:18 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"9d87cb18093aa36a2f1b026f\",\"instructor_id\":\"rmp:2061829\",\"instructor_name\":\"Sonny Nimityongskul\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI2NjQzNjA0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2061829\"},{\"comment\":\"He does not like collaboration between students (going against everything about engineering) and refuses to answer questions, so having him as a professor and being taught by a wall is the same thing. He doesn't care for his students well-being and says he is pushing them to be good engineers, but in reality, he pushes them to fail.\",\"course_id\":\"EMA 405\",\"date\":\"2022-10-27 17:46:49 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"b315cd721d0c114c30053ca9\",\"instructor_id\":\"rmp:2702661\",\"instructor_name\":\"Curt Bronkhorst\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM2NzQ1MjA1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2702661\"},{\"comment\":\"Turns a practicum class into a boring, lecture-heavy slog. If this class wasn't required for many engineering majors, I'd say it's infinitely more useful to just learn the program ANSYS ADPL completely on your own. Every homework is done in pairs. Theoretically a very easy class, but extremely boring and way too time-consuming for what it teaches.\",\"course_id\":\"EMA 405\",\"date\":\"2023-11-22 17:37:45 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"b0e3211d8334d778852aeb67\",\"instructor_id\":\"rmp:2953123\",\"instructor_name\":\"Ramathasan Thevamaran\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM4NDMwMTYw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2953123\"}],\"evidence_count\":7,\"review_ids\":[\"a15ede200890bd925722de20\",\"1adb8e3e7a742d9a20816f01\",\"d3f9e4f860b9a92b4214890a\",\"0a33212bf55b4e2b2949d692\",\"9d87cb18093aa36a2f1b026f\",\"b315cd721d0c114c30053ca9\",\"b0e3211d8334d778852aeb67\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2061829\",\"name\":\"Sonny Nimityongskul\"},{\"id\":\"rmp:2702661\",\"name\":\"Curt Bronkhorst\"},{\"id\":\"rmp:2953123\",\"name\":\"Ramathasan Thevamaran\"},{\"id\":\"rmp:725492\",\"name\":\"Robert Witt\"}],\"review_year_end\":\"2023\",\"review_year_start\":\"2015\"},\"sentiment\":\"mixed\",\"summary\":\"Difficulty ratings vary from 1 to 4, with some finding it lenient and optional to attend lectures, while others find it time-consuming and tough.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"Great teacher. Good at answering questions if you ask them specifically. Lenient grader as instead of grading only your report, he will look through your finite element model to see where you went wrong and what you did correctly to give you credit. Lectures are very optional, you can learn from the PDF's on moodle. Also he makes some decent jokes.\",\"course_id\":\"EMA 405\",\"date\":\"2015-04-27 22:02:54 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"a15ede200890bd925722de20\",\"instructor_id\":\"rmp:725492\",\"instructor_name\":\"Robert Witt\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI0NjgyNTM3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/725492\"},{\"comment\":\"A lot of criticism from 201 students, but I found Witt to be excellent in this course. He was very patient and interactive with the students, kept lectures (demos) interesting, and interacted with students more as a peer than a superior. Always gave feedback on HW and exams, but often seemed overly disappointed in the results. Lenient grader though\",\"course_id\":\"EMA 405\",\"date\":\"2015-05-14 12:18:55 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"1adb8e3e7a742d9a20816f01\",\"instructor_id\":\"rmp:725492\",\"instructor_name\":\"Robert Witt\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI0ODI5NDY3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/725492\"},{\"comment\":\"Bob is the epitome of tough love. He isn't going to make the class easy on you, but by the time you get through it, you'll know what you're doing. The sort of person who thinks knowing the material is more important than the grade you're getting. Will give you help when you ask for it, but can make you feel like you should already know it.\",\"course_id\":\"EMA 405\",\"date\":\"2015-11-19 16:23:46 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"d3f9e4f860b9a92b4214890a\",\"instructor_id\":\"rmp:725492\",\"instructor_name\":\"Robert Witt\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTI1NDU0MjE1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/725492\"},{\"comment\":\"Professor Witt is the bomb.  He is super funny and really wants you to understand the material.  He gives really good feedback on your homework so you know what you did wrong.  I would recommend going to his office hours,  he will help you out.\",\"course_id\":\"EMA 405\",\"date\":\"2016-02-20 16:44:39 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"0a33212bf55b4e2b2949d692\",\"instructor_id\":\"rmp:725492\",\"instructor_name\":\"Robert Witt\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI2MDcyMTI4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/725492\"},{\"comment\":\"He does not like collaboration between students (going against everything about engineering) and refuses to answer questions, so having him as a professor and being taught by a wall is the same thing. He doesn't care for his students well-being and says he is pushing them to be good engineers, but in reality, he pushes them to fail.\",\"course_id\":\"EMA 405\",\"date\":\"2022-10-27 17:46:49 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"b315cd721d0c114c30053ca9\",\"instructor_id\":\"rmp:2702661\",\"instructor_name\":\"Curt Bronkhorst\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM2NzQ1MjA1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2702661\"},{\"comment\":\"Turns a practicum class into a boring, lecture-heavy slog. If this class wasn't required for many engineering majors, I'd say it's infinitely more useful to just learn the program ANSYS ADPL completely on your own. Every homework is done in pairs. Theoretically a very easy class, but extremely boring and way too time-consuming for what it teaches.\",\"course_id\":\"EMA 405\",\"date\":\"2023-11-22 17:37:45 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"b0e3211d8334d778852aeb67\",\"instructor_id\":\"rmp:2953123\",\"instructor_name\":\"Ramathasan Thevamaran\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM4NDMwMTYw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2953123\"}],\"evidence_count\":6,\"review_ids\":[\"a15ede200890bd925722de20\",\"1adb8e3e7a742d9a20816f01\",\"d3f9e4f860b9a92b4214890a\",\"0a33212bf55b4e2b2949d692\",\"b315cd721d0c114c30053ca9\",\"b0e3211d8334d778852aeb67\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2702661\",\"name\":\"Curt Bronkhorst\"},{\"id\":\"rmp:2953123\",\"name\":\"Ramathasan Thevamaran\"},{\"id\":\"rmp:725492\",\"name\":\"Robert Witt\"}],\"review_year_end\":\"2023\",\"review_year_start\":\"2015\"},\"sentiment\":\"mixed\",\"summary\":\"Feedback on homework and exams is generally seen as helpful, though some students feel the grading is overly disappointed or that the class pushes them to fail.\"}]}","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_63981d631c5570b7f9e27753","course_id":"EMA 405","catalog_version_id":"2848e2af15e9403a223193ef0cb6abf494590c8f35877cb412cf87edddf3b07e","record_version_id":"17eef002eb71c4cb488321c87972e171e0eedc0d86cbcc4da5d61caab60439be","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"caba1a98dbd11e648ec98377d24807759587f2ad18642cc547122873aaacb3ad","section":"student_summary","status":"invalid","value_json":"{\"context_hash\":\"91ae177266d8563aa1bc30b668d7e1cf8e840a195123861dfe83b1e241738a51\",\"course_id\":\"EMA 405\",\"current_instructors\":[{\"instructor_uid\":\"instructor_77b46a6cd1205a9e58c0221e\",\"message\":\"No course-specific reviews available\",\"name\":\"Kiffer Creveling\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[]},{\"instructor_uid\":\"instructor_d55f50a099b1d7ce6ff532f4\",\"message\":\"Summary generation failed\",\"name\":\"Sonny Nimityongskul\",\"review_status\":\"generation_failed\",\"rmp_instructor_id\":\"rmp:2061829\",\"summary\":[]}],\"difficulty_workload\":[],\"errors\":[{\"error\":\"ModelAPIError: Connection error.\",\"instructor_uid\":\"instructor_d55f50a099b1d7ce6ff532f4\",\"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\":\"EMA 405\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"11416f63-cbce-3cdd-ab2c-3bc4137ee554\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"EMA 405\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"11416f63-cbce-3cdd-ab2c-3bc4137ee554\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"EMA 405\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"11416f63-cbce-3cdd-ab2c-3bc4137ee554\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.83 GPA, 92.6% A/AB (n=27 letter grades); Fall 2025: 3.31 GPA, 54.8% A/AB (n=31 letter grades); Spring 2026: 3.20 GPA, 44.0% A/AB (n=25 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"EMA 405\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"11416f63-cbce-3cdd-ab2c-3bc4137ee554\",\"source_record\":{\"entity_id\":\"11416f63-cbce-3cdd-ab2c-3bc4137ee554\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"EMA 405\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"11416f63-cbce-3cdd-ab2c-3bc4137ee554\",\"source_record\":{\"entity_id\":\"11416f63-cbce-3cdd-ab2c-3bc4137ee554\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"EMA 405\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"11416f63-cbce-3cdd-ab2c-3bc4137ee554\",\"source_record\":{\"entity_id\":\"11416f63-cbce-3cdd-ab2c-3bc4137ee554\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"}],\"text\":\"CURT BRONKHORST is recorded teaching in Fall 2020, Fall 2021, Fall 2022. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"EMA 405\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"11416f63-cbce-3cdd-ab2c-3bc4137ee554\",\"source_record\":{\"entity_id\":\"11416f63-cbce-3cdd-ab2c-3bc4137ee554\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"EMA 405\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"11416f63-cbce-3cdd-ab2c-3bc4137ee554\",\"source_record\":{\"entity_id\":\"11416f63-cbce-3cdd-ab2c-3bc4137ee554\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"},{\"course_id\":\"EMA 405\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"11416f63-cbce-3cdd-ab2c-3bc4137ee554\",\"source_record\":{\"entity_id\":\"11416f63-cbce-3cdd-ab2c-3bc4137ee554\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"},{\"course_id\":\"EMA 405\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"11416f63-cbce-3cdd-ab2c-3bc4137ee554\",\"source_record\":{\"entity_id\":\"11416f63-cbce-3cdd-ab2c-3bc4137ee554\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"EMA 405\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"11416f63-cbce-3cdd-ab2c-3bc4137ee554\",\"source_record\":{\"entity_id\":\"11416f63-cbce-3cdd-ab2c-3bc4137ee554\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"EMA 405\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"11416f63-cbce-3cdd-ab2c-3bc4137ee554\",\"source_record\":{\"entity_id\":\"11416f63-cbce-3cdd-ab2c-3bc4137ee554\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"EMA 405\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"11416f63-cbce-3cdd-ab2c-3bc4137ee554\",\"source_record\":{\"entity_id\":\"11416f63-cbce-3cdd-ab2c-3bc4137ee554\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"}],\"text\":\"RAMATHASAN THEVAMARAN is recorded teaching in Fall 2017, Spring 2018, Spring 2019, Spring 2022, Fall 2023, Spring 2024, Spring 2025. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"EMA 405\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"11416f63-cbce-3cdd-ab2c-3bc4137ee554\",\"source_record\":{\"entity_id\":\"11416f63-cbce-3cdd-ab2c-3bc4137ee554\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1072\",\"type\":\"grade\"},{\"course_id\":\"EMA 405\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"11416f63-cbce-3cdd-ab2c-3bc4137ee554\",\"source_record\":{\"entity_id\":\"11416f63-cbce-3cdd-ab2c-3bc4137ee554\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1074\",\"type\":\"grade\"},{\"course_id\":\"EMA 405\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"11416f63-cbce-3cdd-ab2c-3bc4137ee554\",\"source_record\":{\"entity_id\":\"11416f63-cbce-3cdd-ab2c-3bc4137ee554\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1092\",\"type\":\"grade\"},{\"course_id\":\"EMA 405\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"11416f63-cbce-3cdd-ab2c-3bc4137ee554\",\"source_record\":{\"entity_id\":\"11416f63-cbce-3cdd-ab2c-3bc4137ee554\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1094\",\"type\":\"grade\"},{\"course_id\":\"EMA 405\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"11416f63-cbce-3cdd-ab2c-3bc4137ee554\",\"source_record\":{\"entity_id\":\"11416f63-cbce-3cdd-ab2c-3bc4137ee554\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"},{\"course_id\":\"EMA 405\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"11416f63-cbce-3cdd-ab2c-3bc4137ee554\",\"source_record\":{\"entity_id\":\"11416f63-cbce-3cdd-ab2c-3bc4137ee554\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1114\",\"type\":\"grade\"},{\"course_id\":\"EMA 405\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"11416f63-cbce-3cdd-ab2c-3bc4137ee554\",\"source_record\":{\"entity_id\":\"11416f63-cbce-3cdd-ab2c-3bc4137ee554\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1132\",\"type\":\"grade\"},{\"course_id\":\"EMA 405\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"11416f63-cbce-3cdd-ab2c-3bc4137ee554\",\"source_record\":{\"entity_id\":\"11416f63-cbce-3cdd-ab2c-3bc4137ee554\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1134\",\"type\":\"grade\"},{\"course_id\":\"EMA 405\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"11416f63-cbce-3cdd-ab2c-3bc4137ee554\",\"source_record\":{\"entity_id\":\"11416f63-cbce-3cdd-ab2c-3bc4137ee554\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1142\",\"type\":\"grade\"},{\"course_id\":\"EMA 405\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"11416f63-cbce-3cdd-ab2c-3bc4137ee554\",\"source_record\":{\"entity_id\":\"11416f63-cbce-3cdd-ab2c-3bc4137ee554\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1154\",\"type\":\"grade\"},{\"course_id\":\"EMA 405\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"11416f63-cbce-3cdd-ab2c-3bc4137ee554\",\"source_record\":{\"entity_id\":\"11416f63-cbce-3cdd-ab2c-3bc4137ee554\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"}],\"text\":\"ROBERT WITT is recorded teaching in Fall 2006, Spring 2007, Fall 2008, Spring 2009, Fall 2010, Spring 2011, Fall 2012, Spring 2013, Fall 2013, Spring 2015, Fall 2015. 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Good at answering questions if you ask them specifically. Lenient grader as instead of grading only your report, he will look through your finite element model to see where you went wrong and what you did correctly to give you credit. Lectures are very optional, you can learn from the PDF's on moodle. Also he makes some decent jokes.\",\"course_id\":\"EMA 405\",\"date\":\"2015-04-27 22:02:54 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"a15ede200890bd925722de20\",\"instructor_id\":\"rmp:725492\",\"instructor_name\":\"Robert Witt\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI0NjgyNTM3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/725492\"},{\"comment\":\"A lot of criticism from 201 students, but I found Witt to be excellent in this course. He was very patient and interactive with the students, kept lectures (demos) interesting, and interacted with students more as a peer than a superior. Always gave feedback on HW and exams, but often seemed overly disappointed in the results. Lenient grader though\",\"course_id\":\"EMA 405\",\"date\":\"2015-05-14 12:18:55 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"1adb8e3e7a742d9a20816f01\",\"instructor_id\":\"rmp:725492\",\"instructor_name\":\"Robert Witt\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI0ODI5NDY3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/725492\"},{\"comment\":\"Professor Witt is the bomb.  He is super funny and really wants you to understand the material.  He gives really good feedback on your homework so you know what you did wrong.  I would recommend going to his office hours,  he will help you out.\",\"course_id\":\"EMA 405\",\"date\":\"2016-02-20 16:44:39 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"0a33212bf55b4e2b2949d692\",\"instructor_id\":\"rmp:725492\",\"instructor_name\":\"Robert Witt\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI2MDcyMTI4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/725492\"},{\"comment\":\"Great teacher that truly wants to help students understand concepts.  On top of having a PHD, he is a baller as well.  Loves to snowboard and talks to students about non-school related topics occasionally.\",\"course_id\":\"EMA 405\",\"date\":\"2016-05-24 12:19:18 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"9d87cb18093aa36a2f1b026f\",\"instructor_id\":\"rmp:2061829\",\"instructor_name\":\"Sonny Nimityongskul\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI2NjQzNjA0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2061829\"},{\"comment\":\"He does not like collaboration between students (going against everything about engineering) and refuses to answer questions, so having him as a professor and being taught by a wall is the same thing. He doesn't care for his students well-being and says he is pushing them to be good engineers, but in reality, he pushes them to fail.\",\"course_id\":\"EMA 405\",\"date\":\"2022-10-27 17:46:49 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"b315cd721d0c114c30053ca9\",\"instructor_id\":\"rmp:2702661\",\"instructor_name\":\"Curt Bronkhorst\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM2NzQ1MjA1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2702661\"},{\"comment\":\"Turns a practicum class into a boring, lecture-heavy slog. If this class wasn't required for many engineering majors, I'd say it's infinitely more useful to just learn the program ANSYS ADPL completely on your own. Every homework is done in pairs. Theoretically a very easy class, but extremely boring and way too time-consuming for what it teaches.\",\"course_id\":\"EMA 405\",\"date\":\"2023-11-22 17:37:45 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"b0e3211d8334d778852aeb67\",\"instructor_id\":\"rmp:2953123\",\"instructor_name\":\"Ramathasan Thevamaran\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM4NDMwMTYw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2953123\"}],\"evidence_count\":6,\"review_ids\":[\"a15ede200890bd925722de20\",\"1adb8e3e7a742d9a20816f01\",\"0a33212bf55b4e2b2949d692\",\"9d87cb18093aa36a2f1b026f\",\"b315cd721d0c114c30053ca9\",\"b0e3211d8334d778852aeb67\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2061829\",\"name\":\"Sonny Nimityongskul\"},{\"id\":\"rmp:2702661\",\"name\":\"Curt Bronkhorst\"},{\"id\":\"rmp:2953123\",\"name\":\"Ramathasan Thevamaran\"},{\"id\":\"rmp:725492\",\"name\":\"Robert Witt\"}],\"review_year_end\":\"2023\",\"review_year_start\":\"2015\"},\"sentiment\":\"mixed\",\"summary\":\"Instructors like Robert Witt and Sonny Nimityongskul are praised for being patient, interactive, and providing good feedback, while others are criticized for being unhelpful or lecture-heavy.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Great teacher. Good at answering questions if you ask them specifically. Lenient grader as instead of grading only your report, he will look through your finite element model to see where you went wrong and what you did correctly to give you credit. Lectures are very optional, you can learn from the PDF's on moodle. Also he makes some decent jokes.\",\"course_id\":\"EMA 405\",\"date\":\"2015-04-27 22:02:54 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"a15ede200890bd925722de20\",\"instructor_id\":\"rmp:725492\",\"instructor_name\":\"Robert Witt\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI0NjgyNTM3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/725492\"},{\"comment\":\"A lot of criticism from 201 students, but I found Witt to be excellent in this course. He was very patient and interactive with the students, kept lectures (demos) interesting, and interacted with students more as a peer than a superior. Always gave feedback on HW and exams, but often seemed overly disappointed in the results. Lenient grader though\",\"course_id\":\"EMA 405\",\"date\":\"2015-05-14 12:18:55 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"1adb8e3e7a742d9a20816f01\",\"instructor_id\":\"rmp:725492\",\"instructor_name\":\"Robert Witt\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI0ODI5NDY3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/725492\"},{\"comment\":\"Bob is the epitome of tough love. He isn't going to make the class easy on you, but by the time you get through it, you'll know what you're doing. The sort of person who thinks knowing the material is more important than the grade you're getting. Will give you help when you ask for it, but can make you feel like you should already know it.\",\"course_id\":\"EMA 405\",\"date\":\"2015-11-19 16:23:46 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"d3f9e4f860b9a92b4214890a\",\"instructor_id\":\"rmp:725492\",\"instructor_name\":\"Robert Witt\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTI1NDU0MjE1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/725492\"},{\"comment\":\"Professor Witt is the bomb.  He is super funny and really wants you to understand the material.  He gives really good feedback on your homework so you know what you did wrong.  I would recommend going to his office hours,  he will help you out.\",\"course_id\":\"EMA 405\",\"date\":\"2016-02-20 16:44:39 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"0a33212bf55b4e2b2949d692\",\"instructor_id\":\"rmp:725492\",\"instructor_name\":\"Robert Witt\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI2MDcyMTI4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/725492\"},{\"comment\":\"Great teacher that truly wants to help students understand concepts.  On top of having a PHD, he is a baller as well.  Loves to snowboard and talks to students about non-school related topics occasionally.\",\"course_id\":\"EMA 405\",\"date\":\"2016-05-24 12:19:18 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"9d87cb18093aa36a2f1b026f\",\"instructor_id\":\"rmp:2061829\",\"instructor_name\":\"Sonny Nimityongskul\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI2NjQzNjA0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2061829\"},{\"comment\":\"He does not like collaboration between students (going against everything about engineering) and refuses to answer questions, so having him as a professor and being taught by a wall is the same thing. He doesn't care for his students well-being and says he is pushing them to be good engineers, but in reality, he pushes them to fail.\",\"course_id\":\"EMA 405\",\"date\":\"2022-10-27 17:46:49 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"b315cd721d0c114c30053ca9\",\"instructor_id\":\"rmp:2702661\",\"instructor_name\":\"Curt Bronkhorst\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM2NzQ1MjA1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2702661\"},{\"comment\":\"Turns a practicum class into a boring, lecture-heavy slog. If this class wasn't required for many engineering majors, I'd say it's infinitely more useful to just learn the program ANSYS ADPL completely on your own. Every homework is done in pairs. Theoretically a very easy class, but extremely boring and way too time-consuming for what it teaches.\",\"course_id\":\"EMA 405\",\"date\":\"2023-11-22 17:37:45 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"b0e3211d8334d778852aeb67\",\"instructor_id\":\"rmp:2953123\",\"instructor_name\":\"Ramathasan Thevamaran\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM4NDMwMTYw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2953123\"}],\"evidence_count\":7,\"review_ids\":[\"a15ede200890bd925722de20\",\"1adb8e3e7a742d9a20816f01\",\"d3f9e4f860b9a92b4214890a\",\"0a33212bf55b4e2b2949d692\",\"9d87cb18093aa36a2f1b026f\",\"b315cd721d0c114c30053ca9\",\"b0e3211d8334d778852aeb67\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2061829\",\"name\":\"Sonny Nimityongskul\"},{\"id\":\"rmp:2702661\",\"name\":\"Curt Bronkhorst\"},{\"id\":\"rmp:2953123\",\"name\":\"Ramathasan Thevamaran\"},{\"id\":\"rmp:725492\",\"name\":\"Robert Witt\"}],\"review_year_end\":\"2023\",\"review_year_start\":\"2015\"},\"sentiment\":\"mixed\",\"summary\":\"Difficulty ratings vary from 1 to 4, with some finding it lenient and optional to attend lectures, while others find it time-consuming and tough.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"Great teacher. Good at answering questions if you ask them specifically. Lenient grader as instead of grading only your report, he will look through your finite element model to see where you went wrong and what you did correctly to give you credit. Lectures are very optional, you can learn from the PDF's on moodle. Also he makes some decent jokes.\",\"course_id\":\"EMA 405\",\"date\":\"2015-04-27 22:02:54 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"a15ede200890bd925722de20\",\"instructor_id\":\"rmp:725492\",\"instructor_name\":\"Robert Witt\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI0NjgyNTM3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/725492\"},{\"comment\":\"A lot of criticism from 201 students, but I found Witt to be excellent in this course. He was very patient and interactive with the students, kept lectures (demos) interesting, and interacted with students more as a peer than a superior. Always gave feedback on HW and exams, but often seemed overly disappointed in the results. Lenient grader though\",\"course_id\":\"EMA 405\",\"date\":\"2015-05-14 12:18:55 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"1adb8e3e7a742d9a20816f01\",\"instructor_id\":\"rmp:725492\",\"instructor_name\":\"Robert Witt\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI0ODI5NDY3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/725492\"},{\"comment\":\"Bob is the epitome of tough love. He isn't going to make the class easy on you, but by the time you get through it, you'll know what you're doing. The sort of person who thinks knowing the material is more important than the grade you're getting. Will give you help when you ask for it, but can make you feel like you should already know it.\",\"course_id\":\"EMA 405\",\"date\":\"2015-11-19 16:23:46 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"d3f9e4f860b9a92b4214890a\",\"instructor_id\":\"rmp:725492\",\"instructor_name\":\"Robert Witt\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTI1NDU0MjE1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/725492\"},{\"comment\":\"Professor Witt is the bomb.  He is super funny and really wants you to understand the material.  He gives really good feedback on your homework so you know what you did wrong.  I would recommend going to his office hours,  he will help you out.\",\"course_id\":\"EMA 405\",\"date\":\"2016-02-20 16:44:39 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"0a33212bf55b4e2b2949d692\",\"instructor_id\":\"rmp:725492\",\"instructor_name\":\"Robert Witt\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI2MDcyMTI4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/725492\"},{\"comment\":\"He does not like collaboration between students (going against everything about engineering) and refuses to answer questions, so having him as a professor and being taught by a wall is the same thing. He doesn't care for his students well-being and says he is pushing them to be good engineers, but in reality, he pushes them to fail.\",\"course_id\":\"EMA 405\",\"date\":\"2022-10-27 17:46:49 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"b315cd721d0c114c30053ca9\",\"instructor_id\":\"rmp:2702661\",\"instructor_name\":\"Curt Bronkhorst\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM2NzQ1MjA1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2702661\"},{\"comment\":\"Turns a practicum class into a boring, lecture-heavy slog. If this class wasn't required for many engineering majors, I'd say it's infinitely more useful to just learn the program ANSYS ADPL completely on your own. Every homework is done in pairs. Theoretically a very easy class, but extremely boring and way too time-consuming for what it teaches.\",\"course_id\":\"EMA 405\",\"date\":\"2023-11-22 17:37:45 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"b0e3211d8334d778852aeb67\",\"instructor_id\":\"rmp:2953123\",\"instructor_name\":\"Ramathasan Thevamaran\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM4NDMwMTYw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2953123\"}],\"evidence_count\":6,\"review_ids\":[\"a15ede200890bd925722de20\",\"1adb8e3e7a742d9a20816f01\",\"d3f9e4f860b9a92b4214890a\",\"0a33212bf55b4e2b2949d692\",\"b315cd721d0c114c30053ca9\",\"b0e3211d8334d778852aeb67\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2702661\",\"name\":\"Curt Bronkhorst\"},{\"id\":\"rmp:2953123\",\"name\":\"Ramathasan Thevamaran\"},{\"id\":\"rmp:725492\",\"name\":\"Robert Witt\"}],\"review_year_end\":\"2023\",\"review_year_start\":\"2015\"},\"sentiment\":\"mixed\",\"summary\":\"Feedback on homework and exams is generally seen as helpful, though some students feel the grading is overly disappointed or that the class pushes them to fail.\"}]}","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_63981d631c5570b7f9e27753","course_id":"EMA 405","catalog_version_id":"2848e2af15e9403a223193ef0cb6abf494590c8f35877cb412cf87edddf3b07e","record_version_id":"17eef002eb71c4cb488321c87972e171e0eedc0d86cbcc4da5d61caab60439be","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"fcfa9f4d07183caaea36b0938a633e6906080d06a832b4e2eb8b9e8ee918b5ce","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"91ae177266d8563aa1bc30b668d7e1cf8e840a195123861dfe83b1e241738a51\",\"course_id\":\"EMA 405\",\"current_instructors\":[{\"instructor_uid\":\"instructor_77b46a6cd1205a9e58c0221e\",\"message\":\"No course-specific reviews available\",\"name\":\"Kiffer Creveling\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[]},{\"instructor_uid\":\"instructor_d55f50a099b1d7ce6ff532f4\",\"message\":null,\"name\":\"Sonny Nimityongskul\",\"review_status\":\"supported\",\"rmp_instructor_id\":\"rmp:2061829\",\"summary\":[{\"citations\":[{\"instructor_name\":\"Sonny Nimityongskul\",\"review_date\":\"2016-05-24 12:19:18 +0000 UTC\",\"review_id\":\"9d87cb18093aa36a2f1b026f\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2061829\",\"source_review_id\":\"UmF0aW5nLTI2NjQzNjA0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2061829\",\"type\":\"review\"}],\"text\":\"Sonny Nimityongskul is described as a helpful teacher who prioritizes student understanding of concepts. Reviewers note his PhD credentials and engaging personality, though the single review focuses heavily on his personal interests like snowboarding rather than specific academic rigor.\"}]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Sonny Nimityongskul\",\"review_date\":\"2016-05-24 12:19:18 +0000 UTC\",\"review_id\":\"9d87cb18093aa36a2f1b026f\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2061829\",\"source_review_id\":\"UmF0aW5nLTI2NjQzNjA0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2061829\",\"type\":\"review\"}],\"text\":\"The course difficulty is rated as moderate.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Robert Witt\",\"review_date\":\"2015-04-27 22:02:54 +0000 UTC\",\"review_id\":\"a15ede200890bd925722de20\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:725492\",\"source_review_id\":\"UmF0aW5nLTI0NjgyNTM3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/725492\",\"type\":\"review\"},{\"instructor_name\":\"Robert Witt\",\"review_date\":\"2015-05-14 12:18:55 +0000 UTC\",\"review_id\":\"1adb8e3e7a742d9a20816f01\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:725492\",\"source_review_id\":\"UmF0aW5nLTI0ODI5NDY3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/725492\",\"type\":\"review\"},{\"instructor_name\":\"Robert Witt\",\"review_date\":\"2015-11-19 16:23:46 +0000 UTC\",\"review_id\":\"d3f9e4f860b9a92b4214890a\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:725492\",\"source_review_id\":\"UmF0aW5nLTI1NDU0MjE1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/725492\",\"type\":\"review\"},{\"instructor_name\":\"Robert Witt\",\"review_date\":\"2016-02-20 16:44:39 +0000 UTC\",\"review_id\":\"0a33212bf55b4e2b2949d692\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:725492\",\"source_review_id\":\"UmF0aW5nLTI2MDcyMTI4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/725492\",\"type\":\"review\"}],\"text\":\"Historical reviews for Robert Witt describe him as a lenient grader who provides detailed feedback on finite element models and homework. Students found his lectures optional and interesting, noting his patience and willingness to help during office hours, though some perceived his teaching style as tough love.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Sonny Nimityongskul\",\"review_date\":\"2016-05-24 12:19:18 +0000 UTC\",\"review_id\":\"9d87cb18093aa36a2f1b026f\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2061829\",\"source_review_id\":\"UmF0aW5nLTI2NjQzNjA0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2061829\",\"type\":\"review\"}],\"text\":\"Sonny Nimityongskul is a helpful instructor who prioritizes student understanding of concepts.\"},{\"citations\":[{\"course_id\":\"EMA 405\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"11416f63-cbce-3cdd-ab2c-3bc4137ee554\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"EMA 405\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"11416f63-cbce-3cdd-ab2c-3bc4137ee554\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"EMA 405\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"11416f63-cbce-3cdd-ab2c-3bc4137ee554\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.83 GPA, 92.6% A/AB (n=27 letter grades); Fall 2025: 3.31 GPA, 54.8% A/AB (n=31 letter grades); Spring 2026: 3.20 GPA, 44.0% A/AB (n=25 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Sonny Nimityongskul\",\"review_date\":\"2016-05-24 12:19:18 +0000 UTC\",\"review_id\":\"9d87cb18093aa36a2f1b026f\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2061829\",\"source_review_id\":\"UmF0aW5nLTI2NjQzNjA0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2061829\",\"type\":\"review\"}],\"text\":\"The instructor engages in casual conversation about non-academic topics like snowboarding.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"EMA 405\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"11416f63-cbce-3cdd-ab2c-3bc4137ee554\",\"source_record\":{\"entity_id\":\"11416f63-cbce-3cdd-ab2c-3bc4137ee554\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"EMA 405\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"11416f63-cbce-3cdd-ab2c-3bc4137ee554\",\"source_record\":{\"entity_id\":\"11416f63-cbce-3cdd-ab2c-3bc4137ee554\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"EMA 405\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"11416f63-cbce-3cdd-ab2c-3bc4137ee554\",\"source_record\":{\"entity_id\":\"11416f63-cbce-3cdd-ab2c-3bc4137ee554\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"}],\"text\":\"CURT BRONKHORST is recorded teaching in Fall 2020, Fall 2021, Fall 2022. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"EMA 405\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"11416f63-cbce-3cdd-ab2c-3bc4137ee554\",\"source_record\":{\"entity_id\":\"11416f63-cbce-3cdd-ab2c-3bc4137ee554\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"EMA 405\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"11416f63-cbce-3cdd-ab2c-3bc4137ee554\",\"source_record\":{\"entity_id\":\"11416f63-cbce-3cdd-ab2c-3bc4137ee554\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"},{\"course_id\":\"EMA 405\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"11416f63-cbce-3cdd-ab2c-3bc4137ee554\",\"source_record\":{\"entity_id\":\"11416f63-cbce-3cdd-ab2c-3bc4137ee554\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"},{\"course_id\":\"EMA 405\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"11416f63-cbce-3cdd-ab2c-3bc4137ee554\",\"source_record\":{\"entity_id\":\"11416f63-cbce-3cdd-ab2c-3bc4137ee554\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"EMA 405\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"11416f63-cbce-3cdd-ab2c-3bc4137ee554\",\"source_record\":{\"entity_id\":\"11416f63-cbce-3cdd-ab2c-3bc4137ee554\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"EMA 405\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"11416f63-cbce-3cdd-ab2c-3bc4137ee554\",\"source_record\":{\"entity_id\":\"11416f63-cbce-3cdd-ab2c-3bc4137ee554\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"EMA 405\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"11416f63-cbce-3cdd-ab2c-3bc4137ee554\",\"source_record\":{\"entity_id\":\"11416f63-cbce-3cdd-ab2c-3bc4137ee554\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"}],\"text\":\"RAMATHASAN THEVAMARAN is recorded teaching in Fall 2017, Spring 2018, Spring 2019, Spring 2022, Fall 2023, Spring 2024, Spring 2025. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"EMA 405\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"11416f63-cbce-3cdd-ab2c-3bc4137ee554\",\"source_record\":{\"entity_id\":\"11416f63-cbce-3cdd-ab2c-3bc4137ee554\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1072\",\"type\":\"grade\"},{\"course_id\":\"EMA 405\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"11416f63-cbce-3cdd-ab2c-3bc4137ee554\",\"source_record\":{\"entity_id\":\"11416f63-cbce-3cdd-ab2c-3bc4137ee554\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1074\",\"type\":\"grade\"},{\"course_id\":\"EMA 405\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"11416f63-cbce-3cdd-ab2c-3bc4137ee554\",\"source_record\":{\"entity_id\":\"11416f63-cbce-3cdd-ab2c-3bc4137ee554\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1092\",\"type\":\"grade\"},{\"course_id\":\"EMA 405\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"11416f63-cbce-3cdd-ab2c-3bc4137ee554\",\"source_record\":{\"entity_id\":\"11416f63-cbce-3cdd-ab2c-3bc4137ee554\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1094\",\"type\":\"grade\"},{\"course_id\":\"EMA 405\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"11416f63-cbce-3cdd-ab2c-3bc4137ee554\",\"source_record\":{\"entity_id\":\"11416f63-cbce-3cdd-ab2c-3bc4137ee554\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"},{\"course_id\":\"EMA 405\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"11416f63-cbce-3cdd-ab2c-3bc4137ee554\",\"source_record\":{\"entity_id\":\"11416f63-cbce-3cdd-ab2c-3bc4137ee554\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1114\",\"type\":\"grade\"},{\"course_id\":\"EMA 405\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"11416f63-cbce-3cdd-ab2c-3bc4137ee554\",\"source_record\":{\"entity_id\":\"11416f63-cbce-3cdd-ab2c-3bc4137ee554\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1132\",\"type\":\"grade\"},{\"course_id\":\"EMA 405\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"11416f63-cbce-3cdd-ab2c-3bc4137ee554\",\"source_record\":{\"entity_id\":\"11416f63-cbce-3cdd-ab2c-3bc4137ee554\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1134\",\"type\":\"grade\"},{\"course_id\":\"EMA 405\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"11416f63-cbce-3cdd-ab2c-3bc4137ee554\",\"source_record\":{\"entity_id\":\"11416f63-cbce-3cdd-ab2c-3bc4137ee554\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1142\",\"type\":\"grade\"},{\"course_id\":\"EMA 405\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"11416f63-cbce-3cdd-ab2c-3bc4137ee554\",\"source_record\":{\"entity_id\":\"11416f63-cbce-3cdd-ab2c-3bc4137ee554\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1154\",\"type\":\"grade\"},{\"course_id\":\"EMA 405\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"11416f63-cbce-3cdd-ab2c-3bc4137ee554\",\"source_record\":{\"entity_id\":\"11416f63-cbce-3cdd-ab2c-3bc4137ee554\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"}],\"text\":\"ROBERT WITT is recorded teaching in Fall 2006, Spring 2007, Fall 2008, Spring 2009, Fall 2010, Spring 2011, Fall 2012, Spring 2013, Fall 2013, Spring 2015, Fall 2015. 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}]