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He had great homework, but the lectures were pretty much a joke. He would screw something up in his example problems and then attempt to fix it in class and couldn't present the material. He couldn't \\\"teach\\\". poor presentation skill and organization. Take the class with EMA 307 to help.\",\"course_id\":\"EMA 303\",\"date\":\"2012-05-16 12:34:37 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"8688ba49c987b0ab7eee8159\",\"instructor_id\":\"rmp:1722671\",\"instructor_name\":\"Kamil Can Bora\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTIwMjkzODIy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1722671\"},{\"comment\":\"Professor Li has a very thick accent that makes him impossible to understand. He was condescending in lecture and his handwriting was illegible. He only came 60% of the time, otherwise a TA would step in to teach, and we were never told why. I started watching recorded lectures from the other professor. 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Lectures are too in depth\",\"course_id\":\"EMA 303\",\"date\":\"2014-07-29 19:10:56 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"d3f51a255cb06914814c5ffc\",\"instructor_id\":\"rmp:725492\",\"instructor_name\":\"Robert Witt\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTIzNDgyNDUw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/725492\"},{\"comment\":\"Class was interesting. Started out really easy but by the time you reach combined loading Notbohm will have you doing piles of homework. Good practice, but incredibly frustrating and time consuming. 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The information is very dense and you'll definitely need to be on top of your stuff. He is a very kind and funny professor he makes sure to know your name after a week. Great professor but tough class.\",\"course_id\":\"EMA 303\",\"date\":\"2015-02-17 00:29:47 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"e159d1dc33baf45aec9d3928\",\"instructor_id\":\"rmp:1203489\",\"instructor_name\":\"Chin WU\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI0Mzg5NDE0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1203489\"},{\"comment\":\"Sonny (Aaron) was by far the best EMA professor I've had going through the required 3 course sequence. He's smart, but he doesn't want to see you fail just because of that. Exams were reasonable, up until the final. Homework can be challenging but worth doing. 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Exams are near impossible because he doesn't give you enough time, class averages in the 40's. Expects students to be phD's in Mechanics of materials, not to mention 2 design projects and evening exams.\",\"course_id\":\"EMA 303\",\"date\":\"2006-04-22 14:47:43 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"b002b41cf002dfa828765c2f\",\"instructor_id\":\"rmp:836393\",\"instructor_name\":\"Walter Drugan\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTExNzQ2Nzc1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/836393\"},{\"comment\":\"Class was interesting. Started out really easy but by the time you reach combined loading Notbohm will have you doing piles of homework. Good practice, but incredibly frustrating and time consuming. Test was awful, and his practice exam was not representative.\",\"course_id\":\"EMA 303\",\"date\":\"2016-04-10 17:16:32 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"788da9abdb7dba8bb11ec61d\",\"instructor_id\":\"rmp:2068851\",\"instructor_name\":\"Jacob Notbohm\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI2MjY1MDM3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2068851\"},{\"comment\":\"Blamed his students for a 50% average on his second midterm. Assigned way too much homework (13+ problems/week online, plus pre and post-discussion quizzes). Discussion attendance was essentially mandatory. Droned in lecture with no inflection in his voice. 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He had great homework, but the lectures were pretty much a joke. He would screw something up in his example problems and then attempt to fix it in class and couldn't present the material. He couldn't \\\"teach\\\". poor presentation skill and organization. Take the class with EMA 307 to help.\",\"course_id\":\"EMA 303\",\"date\":\"2012-05-16 12:34:37 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"8688ba49c987b0ab7eee8159\",\"instructor_id\":\"rmp:1722671\",\"instructor_name\":\"Kamil Can Bora\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTIwMjkzODIy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1722671\"},{\"comment\":\"Professor Li has a very thick accent that makes him impossible to understand. He was condescending in lecture and his handwriting was illegible. He only came 60% of the time, otherwise a TA would step in to teach, and we were never told why. I started watching recorded lectures from the other professor. Do not take Mechanics of Materials with Li. \",\"course_id\":\"EMA 303\",\"date\":\"2024-05-16 20:51:20 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"efa43487155384c2d2a36d54\",\"instructor_id\":\"rmp:3015449\",\"instructor_name\":\"Ying Li\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM5NDc5Nzc5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3015449\"},{\"comment\":\"Very competent professor in the sense that he explains difficult concepts both efficiently and effectively. Very helpful with questions and has good examples. He is extremely thorough with his lectures without them coming across as rigorous. 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Exams are near impossible because he doesn't give you enough time, class averages in the 40's. Expects students to be phD's in Mechanics of materials, not to mention 2 design projects and evening exams.\",\"course_id\":\"EMA 303\",\"date\":\"2006-04-22 14:47:43 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"b002b41cf002dfa828765c2f\",\"instructor_id\":\"rmp:836393\",\"instructor_name\":\"Walter Drugan\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTExNzQ2Nzc1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/836393\"},{\"comment\":\"exams were fine but the final was hard.  scales the average too low.  Lectures are too in depth\",\"course_id\":\"EMA 303\",\"date\":\"2014-07-29 19:10:56 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"d3f51a255cb06914814c5ffc\",\"instructor_id\":\"rmp:725492\",\"instructor_name\":\"Robert Witt\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTIzNDgyNDUw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/725492\"},{\"comment\":\"Class was interesting. Started out really easy but by the time you reach combined loading Notbohm will have you doing piles of homework. Good practice, but incredibly frustrating and time consuming. Test was awful, and his practice exam was not representative.\",\"course_id\":\"EMA 303\",\"date\":\"2016-04-10 17:16:32 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"788da9abdb7dba8bb11ec61d\",\"instructor_id\":\"rmp:2068851\",\"instructor_name\":\"Jacob Notbohm\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI2MjY1MDM3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2068851\"}],\"evidence_count\":3,\"review_ids\":[\"b002b41cf002dfa828765c2f\",\"d3f51a255cb06914814c5ffc\",\"788da9abdb7dba8bb11ec61d\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2068851\",\"name\":\"Jacob Notbohm\"},{\"id\":\"rmp:725492\",\"name\":\"Robert Witt\"},{\"id\":\"rmp:836393\",\"name\":\"Walter Drugan\"}],\"review_year_end\":\"2016\",\"review_year_start\":\"2006\"},\"sentiment\":\"negative\",\"summary\":\"Exams and finals are often described as near impossible, with low class averages and practice exams that do not reflect the actual test content.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"best professor i ever had. she makes you work like hell for your grade but she makes it rewarding in the end because you learn SO much from her. lectures are done so well and notes are crystal clear. very helpful, nice and friendly in office hours and its obvious she wants to help you. seemed like a lot of work for a 3-credit class.\",\"course_id\":\"EMA 303\",\"date\":\"2008-12-16 20:16:12 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"6fc780cb1de468c5cba35b13\",\"instructor_id\":\"rmp:1206518\",\"instructor_name\":\"Wendy Crone\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE1MjE0Mjc0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1206518\"},{\"comment\":\"Professor is awesome but his class is very difficult. The information is very dense and you'll definitely need to be on top of your stuff. He is a very kind and funny professor he makes sure to know your name after a week. Great professor but tough class.\",\"course_id\":\"EMA 303\",\"date\":\"2015-02-17 00:29:47 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"e159d1dc33baf45aec9d3928\",\"instructor_id\":\"rmp:1203489\",\"instructor_name\":\"Chin WU\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI0Mzg5NDE0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1203489\"},{\"comment\":\"Sonny (Aaron) was by far the best EMA professor I've had going through the required 3 course sequence. He's smart, but he doesn't want to see you fail just because of that. Exams were reasonable, up until the final. Homework can be challenging but worth doing. Overall, if you have the chance take any EMA with him!\",\"course_id\":\"EMA 303\",\"date\":\"2015-12-29 14:23:34 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"cefa9eca16794c12c3c98b6b\",\"instructor_id\":\"rmp:2061829\",\"instructor_name\":\"Sonny Nimityongskul\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI1ODQzODM2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2061829\"}],\"evidence_count\":3,\"review_ids\":[\"6fc780cb1de468c5cba35b13\",\"e159d1dc33baf45aec9d3928\",\"cefa9eca16794c12c3c98b6b\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1203489\",\"name\":\"Chin WU\"},{\"id\":\"rmp:1206518\",\"name\":\"Wendy Crone\"},{\"id\":\"rmp:2061829\",\"name\":\"Sonny Nimityongskul\"}],\"review_year_end\":\"2015\",\"review_year_start\":\"2008\"},\"sentiment\":\"mixed\",\"summary\":\"The course is widely regarded as very difficult and dense, but students who put in the effort and have supportive professors often find it rewarding and learn a significant amount.\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_d3ef3d28e556046ee2bca234","course_id":"EMA 303","catalog_version_id":"9ed284ec889bc7a2b6a277ed77bb5b1342c2d89d596be93e9da923edac7e249d","record_version_id":"cff181d840367593aebff38c55d804fedf90bc1d56432e6bc3214c10e0241fa2","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"091ea9b39c876ce4293479b585fa5d2c9e681c33a2c9eb88de41369b398bec3a","section":"student_summary","status":"invalid","value_json":"{\"context_hash\":\"edac6b5393e1d635837de531b3136a53d72cf875e70a9d8a533eb51ddafa8e42\",\"course_id\":\"EMA 303\",\"current_instructors\":[{\"instructor_uid\":\"instructor_1ec3e1c45ecec4100c625b75\",\"message\":\"No course-specific reviews available\",\"name\":\"James Pikul\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":\"rmp:3117702\",\"summary\":[{\"citations\":[{\"course_id\":\"EMA 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"source_record\":{\"entity_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2025: 3.01 GPA, 39.3% A/AB (n=196 letter grades).\"}]},{\"instructor_uid\":\"instructor_baea65b86ab6bd039470001b\",\"message\":\"No course-specific reviews available\",\"name\":\"So Yeon Kim\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[{\"citations\":[{\"course_id\":\"EMA 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"source_record\":{\"entity_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2026: 2.87 GPA, 33.6% A/AB (n=119 letter grades).\"}]}],\"difficulty_workload\":[],\"errors\":[{\"error\":\"ModelAPIError: Connection error.\",\"instructor_uid\":null,\"mode\":\"history\"},{\"error\":\"ModelAPIError: Connection error.\",\"instructor_uid\":null,\"mode\":\"overview\"}],\"historical_context\":[],\"message\":null,\"offered\":true,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"course_id\":\"EMA 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"EMA 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"EMA 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 2.65 GPA, 21.1% A/AB (n=275 letter grades); Fall 2025: 2.96 GPA, 36.4% A/AB (n=382 letter grades); Spring 2026: 2.85 GPA, 31.9% A/AB (n=342 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"EMA 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"source_record\":{\"entity_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"EMA 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"source_record\":{\"entity_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"EMA 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"source_record\":{\"entity_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"EMA 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"source_record\":{\"entity_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"EMA 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"source_record\":{\"entity_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"EMA 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"source_record\":{\"entity_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"EMA 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"source_record\":{\"entity_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"EMA 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"source_record\":{\"entity_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"EMA 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"source_record\":{\"entity_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"EMA 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"source_record\":{\"entity_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"ANDREW MIKKELSON is recorded teaching in Spring 2020, Fall 2020, Fall 2021, Spring 2022, Fall 2022, Fall 2023, Fall 2024, Spring 2025, Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"EMA 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"source_record\":{\"entity_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"EMA 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"source_record\":{\"entity_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"EMA 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"source_record\":{\"entity_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"EMA 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"source_record\":{\"entity_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"}],\"text\":\"CORINNE HENAK is recorded teaching in Fall 2019, Fall 2020, Fall 2022, Spring 2023. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"EMA 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"source_record\":{\"entity_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"EMA 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"source_record\":{\"entity_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"EMA 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"source_record\":{\"entity_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"}],\"text\":\"JACOB NOTBOHM is recorded teaching in Spring 2016, Fall 2017, Fall 2018. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"EMA 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"source_record\":{\"entity_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"JAMES PIKUL is recorded teaching in Fall 2025. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"EMA 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"source_record\":{\"entity_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"EMA 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"source_record\":{\"entity_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"}],\"text\":\"JENNIFER DETLOR is recorded teaching in Spring 2023, Fall 2023. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"EMA 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"source_record\":{\"entity_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1142\",\"type\":\"grade\"},{\"course_id\":\"EMA 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"source_record\":{\"entity_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1144\",\"type\":\"grade\"},{\"course_id\":\"EMA 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"source_record\":{\"entity_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"EMA 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"source_record\":{\"entity_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"}],\"text\":\"ROBERT WITT is recorded teaching in Fall 2013, Spring 2014, Fall 2016, Spring 2017. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"EMA 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"source_record\":{\"entity_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"SO YEON KIM is recorded teaching in Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"EMA 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"source_record\":{\"entity_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1102\",\"type\":\"grade\"}],\"text\":\"WALTER DRUGAN is recorded teaching in Fall 2009. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"EMA 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"source_record\":{\"entity_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1074\",\"type\":\"grade\"},{\"course_id\":\"EMA 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"source_record\":{\"entity_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1092\",\"type\":\"grade\"},{\"course_id\":\"EMA 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"source_record\":{\"entity_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1104\",\"type\":\"grade\"},{\"course_id\":\"EMA 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"source_record\":{\"entity_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"},{\"course_id\":\"EMA 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"source_record\":{\"entity_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"},{\"course_id\":\"EMA 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"source_record\":{\"entity_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"},{\"course_id\":\"EMA 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"source_record\":{\"entity_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"}],\"text\":\"WENDY CRONE is recorded teaching in Spring 2007, Fall 2008, Spring 2010, Fall 2010, Spring 2018, Spring 2019, Spring 2020. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"EMA 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"source_record\":{\"entity_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"}],\"text\":\"YING LI is recorded teaching in Spring 2024. Recorded history may be incomplete and does not establish a future schedule.\"}],\"term_id\":\"1272\",\"term_name\":\"2026 Fall\",\"version\":2}","candidate_json":null,"error":"[{\"mode\": \"history\", \"instructor_uid\": null, \"error\": \"ModelAPIError: Connection error.\"}, {\"mode\": \"overview\", \"instructor_uid\": null, \"error\": \"ModelAPIError: Connection error.\"}]","model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_d3ef3d28e556046ee2bca234","course_id":"EMA 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stress strain\",\"beam deflection torsion bending\",\"civil engineering statics indeterminate\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"EMA 303\",\"field\":\"description\",\"quote\":\"Stress and strain, torsion, bending of beams, shearing stresses in beams, compound stresses, principal stresses, deflections of beams, statically indeterminate members, columns.\"}],\"text\":\"Analysis of stress, strain, and beam deflection\"}],\"summary\":{\"evidence\":[{\"course_id\":\"EMA 303\",\"field\":\"title\",\"quote\":\"MECHANICS OF MATERIALS\"},{\"course_id\":\"EMA 303\",\"field\":\"description\",\"quote\":\"Stress and strain, torsion, bending of beams, shearing stresses in beams, compound stresses, principal stresses, deflections of beams, statically indeterminate members, columns.\"}],\"text\":\"EMA 303 teaches mechanics of materials, covering stress, strain, beam bending, torsion, and column analysis for civil engineers.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"EMA 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Exams are near impossible because he doesn't give you enough time, class averages in the 40's. Expects students to be phD's in Mechanics of materials, not to mention 2 design projects and evening exams.\",\"course_id\":\"EMA 303\",\"date\":\"2006-04-22 14:47:43 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"b002b41cf002dfa828765c2f\",\"instructor_id\":\"rmp:836393\",\"instructor_name\":\"Walter Drugan\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTExNzQ2Nzc1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/836393\"},{\"comment\":\"Class was interesting. Started out really easy but by the time you reach combined loading Notbohm will have you doing piles of homework. Good practice, but incredibly frustrating and time consuming. Test was awful, and his practice exam was not representative.\",\"course_id\":\"EMA 303\",\"date\":\"2016-04-10 17:16:32 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"788da9abdb7dba8bb11ec61d\",\"instructor_id\":\"rmp:2068851\",\"instructor_name\":\"Jacob Notbohm\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI2MjY1MDM3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2068851\"},{\"comment\":\"Blamed his students for a 50% average on his second midterm. Assigned way too much homework (13+ problems/week online, plus pre and post-discussion quizzes). Discussion attendance was essentially mandatory. Droned in lecture with no inflection in his voice. Did not seem interested in students comprehending the material.\",\"course_id\":\"EMA 303\",\"date\":\"2022-01-06 19:35:47 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"cd276814e683b1924ff6aa41\",\"instructor_id\":\"rmp:1941521\",\"instructor_name\":\"Melih Eriten\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM1NzEwOTk3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1941521\"}],\"evidence_count\":3,\"review_ids\":[\"b002b41cf002dfa828765c2f\",\"788da9abdb7dba8bb11ec61d\",\"cd276814e683b1924ff6aa41\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1941521\",\"name\":\"Melih Eriten\"},{\"id\":\"rmp:2068851\",\"name\":\"Jacob Notbohm\"},{\"id\":\"rmp:836393\",\"name\":\"Walter Drugan\"}],\"review_year_end\":\"2022\",\"review_year_start\":\"2006\"},\"sentiment\":\"negative\",\"summary\":\"Students frequently report an excessive workload, describing the class as having 7 credits worth of work for 3 credits, with heavy homework loads and difficult exams.\"},{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"best professor i ever had. she makes you work like hell for your grade but she makes it rewarding in the end because you learn SO much from her. lectures are done so well and notes are crystal clear. very helpful, nice and friendly in office hours and its obvious she wants to help you. seemed like a lot of work for a 3-credit class.\",\"course_id\":\"EMA 303\",\"date\":\"2008-12-16 20:16:12 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"6fc780cb1de468c5cba35b13\",\"instructor_id\":\"rmp:1206518\",\"instructor_name\":\"Wendy Crone\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE1MjE0Mjc0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1206518\"},{\"comment\":\"Was a TA for the course, got bumped to prof. He had great homework, but the lectures were pretty much a joke. He would screw something up in his example problems and then attempt to fix it in class and couldn't present the material. He couldn't \\\"teach\\\". poor presentation skill and organization. Take the class with EMA 307 to help.\",\"course_id\":\"EMA 303\",\"date\":\"2012-05-16 12:34:37 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"8688ba49c987b0ab7eee8159\",\"instructor_id\":\"rmp:1722671\",\"instructor_name\":\"Kamil Can Bora\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTIwMjkzODIy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1722671\"},{\"comment\":\"Professor Li has a very thick accent that makes him impossible to understand. He was condescending in lecture and his handwriting was illegible. He only came 60% of the time, otherwise a TA would step in to teach, and we were never told why. I started watching recorded lectures from the other professor. Do not take Mechanics of Materials with Li. \",\"course_id\":\"EMA 303\",\"date\":\"2024-05-16 20:51:20 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"efa43487155384c2d2a36d54\",\"instructor_id\":\"rmp:3015449\",\"instructor_name\":\"Ying Li\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM5NDc5Nzc5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3015449\"},{\"comment\":\"Very competent professor in the sense that he explains difficult concepts both efficiently and effectively. Very helpful with questions and has good examples. He is extremely thorough with his lectures without them coming across as rigorous. I highly recommend Professor Notbohm.\",\"course_id\":\"EMA 303\",\"date\":\"2019-02-05 05:01:42 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"13d3b61172b386ab417b4b32\",\"instructor_id\":\"rmp:2068851\",\"instructor_name\":\"Jacob Notbohm\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMxMzM1ODc2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2068851\"}],\"evidence_count\":4,\"review_ids\":[\"6fc780cb1de468c5cba35b13\",\"8688ba49c987b0ab7eee8159\",\"efa43487155384c2d2a36d54\",\"13d3b61172b386ab417b4b32\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1206518\",\"name\":\"Wendy Crone\"},{\"id\":\"rmp:1722671\",\"name\":\"Kamil Can Bora\"},{\"id\":\"rmp:2068851\",\"name\":\"Jacob Notbohm\"},{\"id\":\"rmp:3015449\",\"name\":\"Ying Li\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2008\"},\"sentiment\":\"mixed\",\"summary\":\"Teaching quality varies significantly by instructor; some are praised for clear, engaging lectures and helpful office hours, while others are criticized for poor presentation, incomprehensible accents, or dry delivery.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"Gives you 7 credits worth of work for a 3 credit class. Exams are near impossible because he doesn't give you enough time, class averages in the 40's. Expects students to be phD's in Mechanics of materials, not to mention 2 design projects and evening exams.\",\"course_id\":\"EMA 303\",\"date\":\"2006-04-22 14:47:43 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"b002b41cf002dfa828765c2f\",\"instructor_id\":\"rmp:836393\",\"instructor_name\":\"Walter Drugan\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTExNzQ2Nzc1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/836393\"},{\"comment\":\"exams were fine but the final was hard.  scales the average too low.  Lectures are too in depth\",\"course_id\":\"EMA 303\",\"date\":\"2014-07-29 19:10:56 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"d3f51a255cb06914814c5ffc\",\"instructor_id\":\"rmp:725492\",\"instructor_name\":\"Robert Witt\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTIzNDgyNDUw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/725492\"},{\"comment\":\"Class was interesting. Started out really easy but by the time you reach combined loading Notbohm will have you doing piles of homework. Good practice, but incredibly frustrating and time consuming. Test was awful, and his practice exam was not representative.\",\"course_id\":\"EMA 303\",\"date\":\"2016-04-10 17:16:32 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"788da9abdb7dba8bb11ec61d\",\"instructor_id\":\"rmp:2068851\",\"instructor_name\":\"Jacob Notbohm\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI2MjY1MDM3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2068851\"}],\"evidence_count\":3,\"review_ids\":[\"b002b41cf002dfa828765c2f\",\"d3f51a255cb06914814c5ffc\",\"788da9abdb7dba8bb11ec61d\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2068851\",\"name\":\"Jacob Notbohm\"},{\"id\":\"rmp:725492\",\"name\":\"Robert Witt\"},{\"id\":\"rmp:836393\",\"name\":\"Walter Drugan\"}],\"review_year_end\":\"2016\",\"review_year_start\":\"2006\"},\"sentiment\":\"negative\",\"summary\":\"Exams and finals are often described as near impossible, with low class averages and practice exams that do not reflect the actual test content.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"best professor i ever had. she makes you work like hell for your grade but she makes it rewarding in the end because you learn SO much from her. lectures are done so well and notes are crystal clear. very helpful, nice and friendly in office hours and its obvious she wants to help you. seemed like a lot of work for a 3-credit class.\",\"course_id\":\"EMA 303\",\"date\":\"2008-12-16 20:16:12 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"6fc780cb1de468c5cba35b13\",\"instructor_id\":\"rmp:1206518\",\"instructor_name\":\"Wendy Crone\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE1MjE0Mjc0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1206518\"},{\"comment\":\"Professor is awesome but his class is very difficult. The information is very dense and you'll definitely need to be on top of your stuff. He is a very kind and funny professor he makes sure to know your name after a week. Great professor but tough class.\",\"course_id\":\"EMA 303\",\"date\":\"2015-02-17 00:29:47 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"e159d1dc33baf45aec9d3928\",\"instructor_id\":\"rmp:1203489\",\"instructor_name\":\"Chin WU\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI0Mzg5NDE0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1203489\"},{\"comment\":\"Sonny (Aaron) was by far the best EMA professor I've had going through the required 3 course sequence. He's smart, but he doesn't want to see you fail just because of that. Exams were reasonable, up until the final. Homework can be challenging but worth doing. Overall, if you have the chance take any EMA with him!\",\"course_id\":\"EMA 303\",\"date\":\"2015-12-29 14:23:34 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"cefa9eca16794c12c3c98b6b\",\"instructor_id\":\"rmp:2061829\",\"instructor_name\":\"Sonny Nimityongskul\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI1ODQzODM2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2061829\"}],\"evidence_count\":3,\"review_ids\":[\"6fc780cb1de468c5cba35b13\",\"e159d1dc33baf45aec9d3928\",\"cefa9eca16794c12c3c98b6b\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1203489\",\"name\":\"Chin WU\"},{\"id\":\"rmp:1206518\",\"name\":\"Wendy Crone\"},{\"id\":\"rmp:2061829\",\"name\":\"Sonny Nimityongskul\"}],\"review_year_end\":\"2015\",\"review_year_start\":\"2008\"},\"sentiment\":\"mixed\",\"summary\":\"The course is widely regarded as very difficult and dense, but students who put in the effort and have supportive professors often find it rewarding and learn a significant amount.\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_d3ef3d28e556046ee2bca234","course_id":"EMA 303","catalog_version_id":"9ed284ec889bc7a2b6a277ed77bb5b1342c2d89d596be93e9da923edac7e249d","record_version_id":"cff181d840367593aebff38c55d804fedf90bc1d56432e6bc3214c10e0241fa2","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"d3bc041b649e830fd3eaae925259c2a21440e87eceb33e4f25fcf5343d21dd4e","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"edac6b5393e1d635837de531b3136a53d72cf875e70a9d8a533eb51ddafa8e42\",\"course_id\":\"EMA 303\",\"current_instructors\":[{\"instructor_uid\":\"instructor_1ec3e1c45ecec4100c625b75\",\"message\":\"No course-specific reviews available\",\"name\":\"James Pikul\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":\"rmp:3117702\",\"summary\":[{\"citations\":[{\"course_id\":\"EMA 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"source_record\":{\"entity_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2025: 3.01 GPA, 39.3% A/AB (n=196 letter grades).\"}]},{\"instructor_uid\":\"instructor_baea65b86ab6bd039470001b\",\"message\":\"No course-specific reviews available\",\"name\":\"So Yeon Kim\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[{\"citations\":[{\"course_id\":\"EMA 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"source_record\":{\"entity_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2026: 2.87 GPA, 33.6% A/AB (n=119 letter grades).\"}]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Sonny Nimityongskul\",\"review_date\":\"2015-12-29 14:23:34 +0000 UTC\",\"review_id\":\"cefa9eca16794c12c3c98b6b\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2061829\",\"source_review_id\":\"UmF0aW5nLTI1ODQzODM2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2061829\",\"type\":\"review\"},{\"instructor_name\":\"Wendy Crone\",\"review_date\":\"2020-04-30 20:16:36 +0000 UTC\",\"review_id\":\"5b64695b2f884217cdb67d85\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1206518\",\"source_review_id\":\"UmF0aW5nLTMzMTY4OTg5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1206518\",\"type\":\"review\"}],\"text\":\"Historical reviews of Sonny Nimityongskul, Wendy Crone: Workload expectations vary significantly. Some reviewers find homework challenging but worthwhile, while others report a ridiculous amount of homework that does not help with test preparation or learning.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Ying Li\",\"review_date\":\"2025-04-28 15:15:48 +0000 UTC\",\"review_id\":\"52a39e4c6444796c96f15cae\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3015449\",\"source_review_id\":\"UmF0aW5nLTQxMDY4NzI4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3015449\",\"type\":\"review\"},{\"instructor_name\":\"Andrew Mikkelson\",\"review_date\":\"2026-05-01 17:16:09 +0000 UTC\",\"review_id\":\"7b7e22809ddbf2ffbebacb01\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1688335\",\"source_review_id\":\"UmF0aW5nLTQyOTk2Mjc3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1688335\",\"type\":\"review\"}],\"text\":\"Current instructor James Pikul has no reviews, but historical instructor Ying Li was described as incomprehensible and rushed. Current instructor So Yeon Kim has no reviews, but historical instructor Andrew Mikkelson was praised as engaging and effective at simplifying difficult concepts.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Andrew Mikkelson\",\"review_date\":\"2026-05-01 17:16:09 +0000 UTC\",\"review_id\":\"7b7e22809ddbf2ffbebacb01\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1688335\",\"source_review_id\":\"UmF0aW5nLTQyOTk2Mjc3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1688335\",\"type\":\"review\"},{\"instructor_name\":\"Jennifer Detlor\",\"review_date\":\"2024-12-14 04:37:56 +0000 UTC\",\"review_id\":\"59a403a954cf115983be3fc9\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2899258\",\"source_review_id\":\"UmF0aW5nLTQwMjkwODEz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2899258\",\"type\":\"review\"}],\"text\":\"Historical reviews of Andrew Mikkelson, Jennifer Detlor: Students describe EMA 303 as a very difficult course. However, instructors like Andrew Mikkelson and Jennifer Detlor are praised for making the material easier to understand through engaging lectures and genuine care for student success.\"},{\"citations\":[{\"course_id\":\"EMA 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"EMA 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"EMA 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 2.65 GPA, 21.1% A/AB (n=275 letter grades); Fall 2025: 2.96 GPA, 36.4% A/AB (n=382 letter grades); Spring 2026: 2.85 GPA, 31.9% A/AB (n=342 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Robert Witt\",\"review_date\":\"2017-05-10 17:55:13 +0000 UTC\",\"review_id\":\"1d84f58aacec3651021139e9\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:725492\",\"source_review_id\":\"UmF0aW5nLTI4Mjc2OTA0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/725492\",\"type\":\"review\"},{\"instructor_name\":\"Corinne Henak\",\"review_date\":\"2022-12-20 04:42:46 +0000 UTC\",\"review_id\":\"d19367ed5cbccafc3f75bf83\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2096212\",\"source_review_id\":\"UmF0aW5nLTM3MTk4Njgx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2096212\",\"type\":\"review\"}],\"text\":\"Historical reviews of Corinne Henak, Robert Witt: Lectures are frequently described as dry or boring, leading students to rely on textbooks or outside sources. Reviewers suggest that reading the textbook is often more effective than attending these lectures.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"EMA 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"source_record\":{\"entity_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"EMA 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"source_record\":{\"entity_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"EMA 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"source_record\":{\"entity_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"EMA 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"source_record\":{\"entity_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"EMA 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"source_record\":{\"entity_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"EMA 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"source_record\":{\"entity_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"EMA 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"source_record\":{\"entity_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"EMA 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"source_record\":{\"entity_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"EMA 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"source_record\":{\"entity_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"EMA 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"source_record\":{\"entity_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"ANDREW MIKKELSON is recorded teaching in Spring 2020, Fall 2020, Fall 2021, Spring 2022, Fall 2022, Fall 2023, Fall 2024, Spring 2025, Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"EMA 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"source_record\":{\"entity_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"EMA 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"source_record\":{\"entity_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"EMA 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"source_record\":{\"entity_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"EMA 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"source_record\":{\"entity_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"}],\"text\":\"CORINNE HENAK is recorded teaching in Fall 2019, Fall 2020, Fall 2022, Spring 2023. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"EMA 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"source_record\":{\"entity_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"EMA 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"source_record\":{\"entity_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"EMA 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"source_record\":{\"entity_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"}],\"text\":\"JACOB NOTBOHM is recorded teaching in Spring 2016, Fall 2017, Fall 2018. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"EMA 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"source_record\":{\"entity_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"JAMES PIKUL is recorded teaching in Fall 2025. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"EMA 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"source_record\":{\"entity_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"EMA 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"source_record\":{\"entity_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"}],\"text\":\"JENNIFER DETLOR is recorded teaching in Spring 2023, Fall 2023. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"EMA 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"source_record\":{\"entity_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1142\",\"type\":\"grade\"},{\"course_id\":\"EMA 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"source_record\":{\"entity_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1144\",\"type\":\"grade\"},{\"course_id\":\"EMA 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"source_record\":{\"entity_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"EMA 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"source_record\":{\"entity_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"}],\"text\":\"ROBERT WITT is recorded teaching in Fall 2013, Spring 2014, Fall 2016, Spring 2017. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"EMA 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"source_record\":{\"entity_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"SO YEON KIM is recorded teaching in Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"EMA 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"source_record\":{\"entity_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1102\",\"type\":\"grade\"}],\"text\":\"WALTER DRUGAN is recorded teaching in Fall 2009. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"EMA 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"source_record\":{\"entity_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1074\",\"type\":\"grade\"},{\"course_id\":\"EMA 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"source_record\":{\"entity_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1092\",\"type\":\"grade\"},{\"course_id\":\"EMA 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"source_record\":{\"entity_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1104\",\"type\":\"grade\"},{\"course_id\":\"EMA 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"source_record\":{\"entity_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"},{\"course_id\":\"EMA 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"source_record\":{\"entity_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"},{\"course_id\":\"EMA 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"source_record\":{\"entity_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"},{\"course_id\":\"EMA 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"source_record\":{\"entity_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"}],\"text\":\"WENDY CRONE is recorded teaching in Spring 2007, Fall 2008, Spring 2010, Fall 2010, Spring 2018, Spring 2019, Spring 2020. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"EMA 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"source_record\":{\"entity_id\":\"0f8dba89-a050-31a7-851d-9b308b66ddf8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"}],\"text\":\"YING LI is recorded teaching in Spring 2024. Recorded history may be incomplete and does not establish a future schedule.\"}],\"term_id\":\"1272\",\"term_name\":\"2026 Fall\",\"version\":2}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true}]