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He makes frequent mistakes, has trouble remembering most of the material, and thinks his way is the only right way.  His grading is brutal (almost no partial credit) and he's pretty rude to most students.\",\"course_id\":\"MATH 541\",\"date\":\"2004-04-04 16:42:36 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"e9b865adeb27da0d5fceed5e\",\"instructor_id\":\"rmp:167023\",\"instructor_name\":\"Stephen Wainger\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTE4OTc1OTY=\",\"source_url\":\"https://www.ratemyprofessors.com/professor/167023\"},{\"comment\":\"In this class I was not tested on my ability to solve abstract algebra problems.  Instead I was tested on how well I could memorize proofs that he did in class.  Got an A for memory but F for understanding.  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Other content includes basic set theory, logical operations, quantifiers, direct and indirect arguments, and induction.\"}],\"text\":\"Multivariable calculus and linear algebra (with proofs)\"},{\"evidence\":[{\"course_id\":\"MATH 341\",\"field\":\"description\",\"quote\":\"The theory of linear algebra with an introduction to proofs and proof writing.\"}],\"text\":\"Mathematical proof writing and set theory\"}],\"search_phrases\":[\"abstract algebra prerequisites\",\"MATH 541 modern algebra 1\",\"graduate algebra requirements\",\"linear algebra proof based\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"MATH 541\",\"field\":\"description\",\"quote\":\"Groups, normal subgroups, Cayley's theorem, rings, ideals, homomorphisms, polynomial rings, abstract vector spaces.\"}],\"text\":\"Understanding group theory, ring theory, and homomorphisms\"},{\"evidence\":[{\"course_id\":\"MATH 541\",\"field\":\"description\",\"quote\":\"abstract vector spaces.\"}],\"text\":\"Analyzing abstract vector spaces\"}],\"summary\":{\"evidence\":[{\"course_id\":\"MATH 541\",\"field\":\"title\",\"quote\":\"MODERN ALGEBRA 1\"},{\"course_id\":\"MATH 541\",\"field\":\"description\",\"quote\":\"Groups, normal subgroups, Cayley's theorem, rings, ideals, homomorphisms, polynomial rings, abstract vector spaces.\"}],\"text\":\"MATH 541 Modern Algebra 1 covers groups, rings, ideals, homomorphisms, and abstract vector spaces.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"MATH 541\",\"field\":\"description\",\"quote\":\"Groups, normal subgroups, Cayley's theorem\"}],\"text\":\"Group theory and Cayley's theorem\"},{\"evidence\":[{\"course_id\":\"MATH 541\",\"field\":\"description\",\"quote\":\"rings, ideals, homomorphisms\"}],\"text\":\"Ring theory and homomorphisms\"},{\"evidence\":[{\"course_id\":\"MATH 541\",\"field\":\"description\",\"quote\":\"polynomial rings, abstract vector spaces\"}],\"text\":\"Polynomial rings and abstract vector spaces\"}]}","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_7e12e6bf6be7a81f7ca74420","course_id":"MATH 541","catalog_version_id":"0175f9a14415daed5ab9782e300583c07b1969abd9440c22c82713ea83d83f01","record_version_id":"3e16b67dc1a88069c802cb76ce01b8c9f29516274e9aa7969c1068472783a6d0","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"bfe9380108aa8b9b89156bb2b8264fa4e4ed34f5afda1326929b27e7c94d1010","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Don't take a high-level math course with him.  He makes frequent mistakes, has trouble remembering most of the material, and thinks his way is the only right way.  His grading is brutal (almost no partial credit) and he's pretty rude to most students.\",\"course_id\":\"MATH 541\",\"date\":\"2004-04-04 16:42:36 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"e9b865adeb27da0d5fceed5e\",\"instructor_id\":\"rmp:167023\",\"instructor_name\":\"Stephen Wainger\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTE4OTc1OTY=\",\"source_url\":\"https://www.ratemyprofessors.com/professor/167023\"},{\"comment\":\"Not a bad professor. His lectures make us confusing, but exams are pretty easy if you did well homeworks. If you want to study rigorous proofs, however, please find other professor.\",\"course_id\":\"MATH 541\",\"date\":\"2007-12-19 11:35:57 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"f543c808c066fb694666368c\",\"instructor_id\":\"rmp:607852\",\"instructor_name\":\"Serguei Denissov\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTEzODczMTE2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/607852\"},{\"comment\":\"Rather solid professor in my opinion: grades and lectures fairly, test are mostly just taken out of the homework etc etc. The class is difficult and the materials can feel very abstract and unintuitive, but this is just the nature of an college Abstract Algebra class.\",\"course_id\":\"MATH 541\",\"date\":\"2024-12-17 16:53:26 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"bce1f7b9c5e88286d6c11476\",\"instructor_id\":\"rmp:2743901\",\"instructor_name\":\"Ziquan Yang\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM5NDg2Njky\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2743901\"},{\"comment\":\"Extremely annoying professor. Lectures are almost entirely just examples from the textbook, but much slower, harder to follow, less intuitive, and delivered in broken english. Good luck getting the homework graded before exams, both of which barely relate to whatever exercises he actually manages to work through in lecture.\",\"course_id\":\"MATH 541\",\"date\":\"2024-09-23 18:51:23 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"bea5c197503b0b2efb1e1e1a\",\"instructor_id\":\"rmp:2826174\",\"instructor_name\":\"Trinh Nguyen\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM5NzU5Njc2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2826174\"}],\"evidence_count\":4,\"review_ids\":[\"e9b865adeb27da0d5fceed5e\",\"f543c808c066fb694666368c\",\"bce1f7b9c5e88286d6c11476\",\"bea5c197503b0b2efb1e1e1a\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:167023\",\"name\":\"Stephen Wainger\"},{\"id\":\"rmp:2743901\",\"name\":\"Ziquan Yang\"},{\"id\":\"rmp:2826174\",\"name\":\"Trinh Nguyen\"},{\"id\":\"rmp:607852\",\"name\":\"Serguei Denissov\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2004\"},\"sentiment\":\"mixed\",\"summary\":\"Instructor quality varies significantly; some are clear and helpful, while others are disorganized or have poor communication skills.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Great lecturer and very helpful in office hours. The workload was intense, but I definitely learned a lot in this class. If I'd tried a little harder, I definitely could have achieved a much higher grade than I did.\",\"course_id\":\"MATH 541\",\"date\":\"2012-05-19 20:06:36 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"1ff73121edf773f7f91873c2\",\"instructor_id\":\"rmp:1637791\",\"instructor_name\":\"Matthew Ballard\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIwMzE1Nzk3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1637791\"},{\"comment\":\"Keeping in mind that this was hand down the most difficult class I have taken to date, Harron did a very effective job of teaching this very challenging material. He is very approachable and has a likable demeanor and sense of humor. The exams are difficult but not as difficult as most of the homework.\",\"course_id\":\"MATH 541\",\"date\":\"2013-01-22 19:38:27 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"fadae4e51d730507bd2936b7\",\"instructor_id\":\"rmp:1625443\",\"instructor_name\":\"Robert Harron\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTIxMjg1ODI2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1625443\"},{\"comment\":\"pros: very knowledgeable, good at answering questions. exam is far easier than hw, so doing it all will over-prepare you cons: handwriting is TERRIBLE, you will have to stop him in lecture to ask what he wrote. covers a lot of material as 541 is a prep for 542. this means hw assigned during test weeks, and no review sessions before exams\",\"course_id\":\"MATH 541\",\"date\":\"2020-05-12 15:41:25 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"5bd777dda8af4209c87fd1dd\",\"instructor_id\":\"rmp:133058\",\"instructor_name\":\"Steffen Lempp\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTMzMjczODYw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/133058\"},{\"comment\":\"It's obvious shiva is not properly planning out his lectures beforehand because his thoughts are scattered and difficult to follow. That being said, abstract algebra can just be extremely unintuitive at times. Biggest complaint is homework is graded unnecessarily harshly. Textbook is really good and it saved me on homework/exams. \",\"course_id\":\"MATH 541\",\"date\":\"2026-08-24 06:41:09 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"f903f531edd5fd3eb70306d3\",\"instructor_id\":\"rmp:3064250\",\"instructor_name\":\"Shiva Chidambaram\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTQzMzg0NTE5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3064250\"}],\"evidence_count\":4,\"review_ids\":[\"1ff73121edf773f7f91873c2\",\"fadae4e51d730507bd2936b7\",\"5bd777dda8af4209c87fd1dd\",\"f903f531edd5fd3eb70306d3\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:133058\",\"name\":\"Steffen Lempp\"},{\"id\":\"rmp:1625443\",\"name\":\"Robert Harron\"},{\"id\":\"rmp:1637791\",\"name\":\"Matthew Ballard\"},{\"id\":\"rmp:3064250\",\"name\":\"Shiva Chidambaram\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2012\"},\"sentiment\":\"mixed\",\"summary\":\"Workload is generally intense and difficult, with some students finding homework much harder than exams, while others find the opposite.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"Don't take a high-level math course with him.  He makes frequent mistakes, has trouble remembering most of the material, and thinks his way is the only right way.  His grading is brutal (almost no partial credit) and he's pretty rude to most students.\",\"course_id\":\"MATH 541\",\"date\":\"2004-04-04 16:42:36 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"e9b865adeb27da0d5fceed5e\",\"instructor_id\":\"rmp:167023\",\"instructor_name\":\"Stephen Wainger\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTE4OTc1OTY=\",\"source_url\":\"https://www.ratemyprofessors.com/professor/167023\"},{\"comment\":\"In this class I was not tested on my ability to solve abstract algebra problems.  Instead I was tested on how well I could memorize proofs that he did in class.  Got an A for memory but F for understanding.  In this respect it was an easy A but I learned nothing.\",\"course_id\":\"MATH 541\",\"date\":\"2010-06-16 14:44:05 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"6dc5af48a7bb87482a709dde\",\"instructor_id\":\"rmp:1365279\",\"instructor_name\":\"Fedor Nazarov\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTE3MzQwNDMw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1365279\"},{\"comment\":\"He is very lenient on the deadlines—you get up to one day after the deadline to submit for full credit! In the final, he stated that he really wanted everyone to get a good grade. Likely they did. The notes have errors, but they largely can be subd in for Dum. sections. HW is mostly too easy. Most of the grade ~90% is exams \",\"course_id\":\"MATH 541\",\"date\":\"2026-06-14 13:56:12 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"87277a3f1939475b2ae5584b\",\"instructor_id\":\"rmp:2652881\",\"instructor_name\":\"Chenxi Wu\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQzMjQ3ODk4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2652881\"},{\"comment\":\"Arbitrary grading, gave me an A- despite me doing every thing expected of me. Was not fun having class with her as she was very insensitive. \",\"course_id\":\"MATH 541\",\"date\":\"2025-05-13 04:36:46 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"754bdda90eaa1a5215e5636e\",\"instructor_id\":\"rmp:2091022\",\"instructor_name\":\"Alexandra Kjuchukova\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQxMjYzMjI5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2091022\"}],\"evidence_count\":4,\"review_ids\":[\"e9b865adeb27da0d5fceed5e\",\"6dc5af48a7bb87482a709dde\",\"87277a3f1939475b2ae5584b\",\"754bdda90eaa1a5215e5636e\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1365279\",\"name\":\"Fedor Nazarov\"},{\"id\":\"rmp:167023\",\"name\":\"Stephen Wainger\"},{\"id\":\"rmp:2091022\",\"name\":\"Alexandra Kjuchukova\"},{\"id\":\"rmp:2652881\",\"name\":\"Chenxi Wu\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2004\"},\"sentiment\":\"mixed\",\"summary\":\"Grading styles and exam difficulties vary widely by instructor, ranging from brutal with no partial credit to lenient and curve-heavy.\"}]}","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_7e12e6bf6be7a81f7ca74420","course_id":"MATH 541","catalog_version_id":"0175f9a14415daed5ab9782e300583c07b1969abd9440c22c82713ea83d83f01","record_version_id":"3e16b67dc1a88069c802cb76ce01b8c9f29516274e9aa7969c1068472783a6d0","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"bfe9380108aa8b9b89156bb2b8264fa4e4ed34f5afda1326929b27e7c94d1010","section":"student_summary","status":"invalid","value_json":"{\"context_hash\":\"3ffcecb0c77b29cc62c45ef8c6db62d5a812904b8f9403715679e002b6234ea2\",\"course_id\":\"MATH 541\",\"current_instructors\":[{\"instructor_uid\":\"instructor_d06a148410e3d6fb6586caea\",\"message\":\"No course-specific reviews available\",\"name\":\"Isabella Scott\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[]},{\"instructor_uid\":\"instructor_0f4da1c73bb756d2b23d7804\",\"message\":\"Summary generation failed\",\"name\":\"Mikhail Ivanov\",\"review_status\":\"generation_failed\",\"rmp_instructor_id\":\"rmp:2680569\",\"summary\":[{\"citations\":[{\"course_id\":\"MATH 541\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"d4d8c421-04b5-377b-a268-c7cc7304bf2e\",\"source_record\":{\"entity_id\":\"d4d8c421-04b5-377b-a268-c7cc7304bf2e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"MATH 541\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"d4d8c421-04b5-377b-a268-c7cc7304bf2e\",\"source_record\":{\"entity_id\":\"d4d8c421-04b5-377b-a268-c7cc7304bf2e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2025: 3.07 GPA, 49.1% A/AB (n=57 letter grades).\"}]}],\"difficulty_workload\":[],\"errors\":[{\"error\":\"ModelAPIError: Connection error.\",\"instructor_uid\":\"instructor_0f4da1c73bb756d2b23d7804\",\"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\":\"MATH 541\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"d4d8c421-04b5-377b-a268-c7cc7304bf2e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"MATH 541\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"d4d8c421-04b5-377b-a268-c7cc7304bf2e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"MATH 541\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"d4d8c421-04b5-377b-a268-c7cc7304bf2e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.03 GPA, 49.3% A/AB (n=75 letter grades); Fall 2025: 3.37 GPA, 66.3% A/AB (n=86 letter grades); Spring 2026: 3.06 GPA, 53.7% A/AB (n=95 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"MATH 541\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"d4d8c421-04b5-377b-a268-c7cc7304bf2e\",\"source_record\":{\"entity_id\":\"d4d8c421-04b5-377b-a268-c7cc7304bf2e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"MATH 541\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"d4d8c421-04b5-377b-a268-c7cc7304bf2e\",\"source_record\":{\"entity_id\":\"d4d8c421-04b5-377b-a268-c7cc7304bf2e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"MATH 541\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"d4d8c421-04b5-377b-a268-c7cc7304bf2e\",\"source_record\":{\"entity_id\":\"d4d8c421-04b5-377b-a268-c7cc7304bf2e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"MATH 541\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"d4d8c421-04b5-377b-a268-c7cc7304bf2e\",\"source_record\":{\"entity_id\":\"d4d8c421-04b5-377b-a268-c7cc7304bf2e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"}],\"text\":\"ALEXANDRA KJUCHUKOVA is recorded teaching in Spring 2016, Fall 2016, Fall 2017. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH 541\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"d4d8c421-04b5-377b-a268-c7cc7304bf2e\",\"source_record\":{\"entity_id\":\"d4d8c421-04b5-377b-a268-c7cc7304bf2e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1104\",\"type\":\"grade\"}],\"text\":\"FEDOR NAZAROV is recorded teaching in Spring 2010. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH 541\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"d4d8c421-04b5-377b-a268-c7cc7304bf2e\",\"source_record\":{\"entity_id\":\"d4d8c421-04b5-377b-a268-c7cc7304bf2e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"MATH 541\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"d4d8c421-04b5-377b-a268-c7cc7304bf2e\",\"source_record\":{\"entity_id\":\"d4d8c421-04b5-377b-a268-c7cc7304bf2e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"MIKHAIL IVANOV is recorded teaching in Fall 2025. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH 541\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"d4d8c421-04b5-377b-a268-c7cc7304bf2e\",\"source_record\":{\"entity_id\":\"d4d8c421-04b5-377b-a268-c7cc7304bf2e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1132\",\"type\":\"grade\"}],\"text\":\"ROBERT HARRON is recorded teaching in Fall 2012. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH 541\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"d4d8c421-04b5-377b-a268-c7cc7304bf2e\",\"source_record\":{\"entity_id\":\"d4d8c421-04b5-377b-a268-c7cc7304bf2e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1132\",\"type\":\"grade\"},{\"course_id\":\"MATH 541\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"d4d8c421-04b5-377b-a268-c7cc7304bf2e\",\"source_record\":{\"entity_id\":\"d4d8c421-04b5-377b-a268-c7cc7304bf2e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1134\",\"type\":\"grade\"},{\"course_id\":\"MATH 541\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"d4d8c421-04b5-377b-a268-c7cc7304bf2e\",\"source_record\":{\"entity_id\":\"d4d8c421-04b5-377b-a268-c7cc7304bf2e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"MATH 541\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"d4d8c421-04b5-377b-a268-c7cc7304bf2e\",\"source_record\":{\"entity_id\":\"d4d8c421-04b5-377b-a268-c7cc7304bf2e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"}],\"text\":\"SEAN ROSTAMI is recorded teaching in Fall 2012, Spring 2013, Fall 2015. 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Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH 541\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"d4d8c421-04b5-377b-a268-c7cc7304bf2e\",\"source_record\":{\"entity_id\":\"d4d8c421-04b5-377b-a268-c7cc7304bf2e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"MATH 541\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"d4d8c421-04b5-377b-a268-c7cc7304bf2e\",\"source_record\":{\"entity_id\":\"d4d8c421-04b5-377b-a268-c7cc7304bf2e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"}],\"text\":\"STEFFEN LEMPP is recorded teaching in Spring 2020, Fall 2022. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH 541\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"d4d8c421-04b5-377b-a268-c7cc7304bf2e\",\"source_record\":{\"entity_id\":\"d4d8c421-04b5-377b-a268-c7cc7304bf2e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1122\",\"type\":\"grade\"}],\"text\":\"ZEV KLAGSBRUN is recorded teaching in Fall 2011. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH 541\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"d4d8c421-04b5-377b-a268-c7cc7304bf2e\",\"source_record\":{\"entity_id\":\"d4d8c421-04b5-377b-a268-c7cc7304bf2e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"MATH 541\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"d4d8c421-04b5-377b-a268-c7cc7304bf2e\",\"source_record\":{\"entity_id\":\"d4d8c421-04b5-377b-a268-c7cc7304bf2e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"MATH 541\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"d4d8c421-04b5-377b-a268-c7cc7304bf2e\",\"source_record\":{\"entity_id\":\"d4d8c421-04b5-377b-a268-c7cc7304bf2e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"MATH 541\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"d4d8c421-04b5-377b-a268-c7cc7304bf2e\",\"source_record\":{\"entity_id\":\"d4d8c421-04b5-377b-a268-c7cc7304bf2e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"}],\"text\":\"ZIQUAN YANG is recorded teaching in Spring 2023, Spring 2024. 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He makes frequent mistakes, has trouble remembering most of the material, and thinks his way is the only right way.  His grading is brutal (almost no partial credit) and he's pretty rude to most students.\",\"course_id\":\"MATH 541\",\"date\":\"2004-04-04 16:42:36 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"e9b865adeb27da0d5fceed5e\",\"instructor_id\":\"rmp:167023\",\"instructor_name\":\"Stephen Wainger\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTE4OTc1OTY=\",\"source_url\":\"https://www.ratemyprofessors.com/professor/167023\"},{\"comment\":\"Not a bad professor. His lectures make us confusing, but exams are pretty easy if you did well homeworks. 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The workload was intense, but I definitely learned a lot in this class. If I'd tried a little harder, I definitely could have achieved a much higher grade than I did.\",\"course_id\":\"MATH 541\",\"date\":\"2012-05-19 20:06:36 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"1ff73121edf773f7f91873c2\",\"instructor_id\":\"rmp:1637791\",\"instructor_name\":\"Matthew Ballard\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIwMzE1Nzk3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1637791\"},{\"comment\":\"Keeping in mind that this was hand down the most difficult class I have taken to date, Harron did a very effective job of teaching this very challenging material. He is very approachable and has a likable demeanor and sense of humor. 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That being said, abstract algebra can just be extremely unintuitive at times. Biggest complaint is homework is graded unnecessarily harshly. Textbook is really good and it saved me on homework/exams. \",\"course_id\":\"MATH 541\",\"date\":\"2026-08-24 06:41:09 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"f903f531edd5fd3eb70306d3\",\"instructor_id\":\"rmp:3064250\",\"instructor_name\":\"Shiva Chidambaram\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTQzMzg0NTE5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3064250\"}],\"evidence_count\":4,\"review_ids\":[\"1ff73121edf773f7f91873c2\",\"fadae4e51d730507bd2936b7\",\"5bd777dda8af4209c87fd1dd\",\"f903f531edd5fd3eb70306d3\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:133058\",\"name\":\"Steffen Lempp\"},{\"id\":\"rmp:1625443\",\"name\":\"Robert Harron\"},{\"id\":\"rmp:1637791\",\"name\":\"Matthew Ballard\"},{\"id\":\"rmp:3064250\",\"name\":\"Shiva Chidambaram\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2012\"},\"sentiment\":\"mixed\",\"summary\":\"Workload is generally intense and difficult, with some students finding homework much harder than exams, while others find the opposite.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"Don't take a high-level math course with him.  He makes frequent mistakes, has trouble remembering most of the material, and thinks his way is the only right way.  His grading is brutal (almost no partial credit) and he's pretty rude to most students.\",\"course_id\":\"MATH 541\",\"date\":\"2004-04-04 16:42:36 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"e9b865adeb27da0d5fceed5e\",\"instructor_id\":\"rmp:167023\",\"instructor_name\":\"Stephen Wainger\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTE4OTc1OTY=\",\"source_url\":\"https://www.ratemyprofessors.com/professor/167023\"},{\"comment\":\"In this class I was not tested on my ability to solve abstract algebra problems.  Instead I was tested on how well I could memorize proofs that he did in class.  Got an A for memory but F for understanding.  In this respect it was an easy A but I learned nothing.\",\"course_id\":\"MATH 541\",\"date\":\"2010-06-16 14:44:05 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"6dc5af48a7bb87482a709dde\",\"instructor_id\":\"rmp:1365279\",\"instructor_name\":\"Fedor Nazarov\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTE3MzQwNDMw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1365279\"},{\"comment\":\"He is very lenient on the deadlines—you get up to one day after the deadline to submit for full credit! In the final, he stated that he really wanted everyone to get a good grade. Likely they did. The notes have errors, but they largely can be subd in for Dum. sections. HW is mostly too easy. Most of the grade ~90% is exams \",\"course_id\":\"MATH 541\",\"date\":\"2026-06-14 13:56:12 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"87277a3f1939475b2ae5584b\",\"instructor_id\":\"rmp:2652881\",\"instructor_name\":\"Chenxi Wu\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQzMjQ3ODk4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2652881\"},{\"comment\":\"Arbitrary grading, gave me an A- despite me doing every thing expected of me. Was not fun having class with her as she was very insensitive. \",\"course_id\":\"MATH 541\",\"date\":\"2025-05-13 04:36:46 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"754bdda90eaa1a5215e5636e\",\"instructor_id\":\"rmp:2091022\",\"instructor_name\":\"Alexandra Kjuchukova\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQxMjYzMjI5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2091022\"}],\"evidence_count\":4,\"review_ids\":[\"e9b865adeb27da0d5fceed5e\",\"6dc5af48a7bb87482a709dde\",\"87277a3f1939475b2ae5584b\",\"754bdda90eaa1a5215e5636e\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1365279\",\"name\":\"Fedor Nazarov\"},{\"id\":\"rmp:167023\",\"name\":\"Stephen Wainger\"},{\"id\":\"rmp:2091022\",\"name\":\"Alexandra Kjuchukova\"},{\"id\":\"rmp:2652881\",\"name\":\"Chenxi Wu\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2004\"},\"sentiment\":\"mixed\",\"summary\":\"Grading styles and exam difficulties vary widely by instructor, ranging from brutal with no partial credit to lenient and curve-heavy.\"}]}","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_7e12e6bf6be7a81f7ca74420","course_id":"MATH 541","catalog_version_id":"0175f9a14415daed5ab9782e300583c07b1969abd9440c22c82713ea83d83f01","record_version_id":"3e16b67dc1a88069c802cb76ce01b8c9f29516274e9aa7969c1068472783a6d0","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"2401a36b060347d9949935010d93ec2f91267345c508d0f79fa2aa88b031d670","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"3ffcecb0c77b29cc62c45ef8c6db62d5a812904b8f9403715679e002b6234ea2\",\"course_id\":\"MATH 541\",\"current_instructors\":[{\"instructor_uid\":\"instructor_d06a148410e3d6fb6586caea\",\"message\":\"No course-specific reviews available\",\"name\":\"Isabella Scott\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[]},{\"instructor_uid\":\"instructor_0f4da1c73bb756d2b23d7804\",\"message\":null,\"name\":\"Mikhail Ivanov\",\"review_status\":\"supported\",\"rmp_instructor_id\":\"rmp:2680569\",\"summary\":[{\"citations\":[{\"instructor_name\":\"Mikhail Ivanov\",\"review_date\":\"2026-01-19 03:20:32 +0000 UTC\",\"review_id\":\"4397fa091070931c0dae78fd\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2680569\",\"source_review_id\":\"UmF0aW5nLTQyNTE4MDg3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2680569\",\"type\":\"review\"},{\"instructor_name\":\"Mikhail Ivanov\",\"review_date\":\"2026-01-20 19:19:32 +0000 UTC\",\"review_id\":\"b0ab1153fc6678a5be1b0aa8\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2680569\",\"source_review_id\":\"UmF0aW5nLTQyNTI0NTU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2680569\",\"type\":\"review\"}],\"text\":\"Mikhail Ivanov delivers clear, engaging lectures with ample examples and participation, which reviewers find interesting and enjoyable. He provides strong organizational support and resources, though one student notes he is not very helpful on Piazza.\"},{\"citations\":[{\"course_id\":\"MATH 541\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"d4d8c421-04b5-377b-a268-c7cc7304bf2e\",\"source_record\":{\"entity_id\":\"d4d8c421-04b5-377b-a268-c7cc7304bf2e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"MATH 541\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"d4d8c421-04b5-377b-a268-c7cc7304bf2e\",\"source_record\":{\"entity_id\":\"d4d8c421-04b5-377b-a268-c7cc7304bf2e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2025: 3.07 GPA, 49.1% A/AB (n=57 letter grades).\"}]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Mikhail Ivanov\",\"review_date\":\"2026-01-19 03:20:32 +0000 UTC\",\"review_id\":\"4397fa091070931c0dae78fd\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2680569\",\"source_review_id\":\"UmF0aW5nLTQyNTE4MDg3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2680569\",\"type\":\"review\"},{\"instructor_name\":\"Mikhail Ivanov\",\"review_date\":\"2026-01-20 19:19:32 +0000 UTC\",\"review_id\":\"b0ab1153fc6678a5be1b0aa8\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2680569\",\"source_review_id\":\"UmF0aW5nLTQyNTI0NTU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2680569\",\"type\":\"review\"}],\"text\":\"Homework and exam difficulty is described as perfect and very doable, with a good textbook provided.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Alexandra Kjuchukova\",\"review_date\":\"2025-05-13 04:36:46 +0000 UTC\",\"review_id\":\"754bdda90eaa1a5215e5636e\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2091022\",\"source_review_id\":\"UmF0aW5nLTQxMjYzMjI5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2091022\",\"type\":\"review\"}],\"text\":\"Isabella Scott has no reviews in this dataset. Historical reviews for Alexandra Kjuchukova describe arbitrary grading and insensitivity, but these do not apply to the current instructor.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Mikhail Ivanov\",\"review_date\":\"2026-01-19 03:20:32 +0000 UTC\",\"review_id\":\"4397fa091070931c0dae78fd\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2680569\",\"source_review_id\":\"UmF0aW5nLTQyNTE4MDg3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2680569\",\"type\":\"review\"},{\"instructor_name\":\"Mikhail Ivanov\",\"review_date\":\"2026-01-20 19:19:32 +0000 UTC\",\"review_id\":\"b0ab1153fc6678a5be1b0aa8\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2680569\",\"source_review_id\":\"UmF0aW5nLTQyNTI0NTU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2680569\",\"type\":\"review\"}],\"text\":\"Mikhail Ivanov is praised for clear, enjoyable lectures and doable work, though his Piazza support is limited.\"},{\"citations\":[{\"course_id\":\"MATH 541\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"d4d8c421-04b5-377b-a268-c7cc7304bf2e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"MATH 541\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"d4d8c421-04b5-377b-a268-c7cc7304bf2e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"MATH 541\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"d4d8c421-04b5-377b-a268-c7cc7304bf2e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.03 GPA, 49.3% A/AB (n=75 letter grades); Fall 2025: 3.37 GPA, 66.3% A/AB (n=86 letter grades); Spring 2026: 3.06 GPA, 53.7% A/AB (n=95 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Mikhail Ivanov\",\"review_date\":\"2026-01-19 03:20:32 +0000 UTC\",\"review_id\":\"4397fa091070931c0dae78fd\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2680569\",\"source_review_id\":\"UmF0aW5nLTQyNTE4MDg3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2680569\",\"type\":\"review\"}],\"text\":\"The class is organized with helpful resources, but the instructor is not very helpful on Piazza.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"MATH 541\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"d4d8c421-04b5-377b-a268-c7cc7304bf2e\",\"source_record\":{\"entity_id\":\"d4d8c421-04b5-377b-a268-c7cc7304bf2e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"MATH 541\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"d4d8c421-04b5-377b-a268-c7cc7304bf2e\",\"source_record\":{\"entity_id\":\"d4d8c421-04b5-377b-a268-c7cc7304bf2e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"MATH 541\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"d4d8c421-04b5-377b-a268-c7cc7304bf2e\",\"source_record\":{\"entity_id\":\"d4d8c421-04b5-377b-a268-c7cc7304bf2e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"MATH 541\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"d4d8c421-04b5-377b-a268-c7cc7304bf2e\",\"source_record\":{\"entity_id\":\"d4d8c421-04b5-377b-a268-c7cc7304bf2e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"}],\"text\":\"ALEXANDRA KJUCHUKOVA is recorded teaching in Spring 2016, Fall 2016, Fall 2017. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH 541\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"d4d8c421-04b5-377b-a268-c7cc7304bf2e\",\"source_record\":{\"entity_id\":\"d4d8c421-04b5-377b-a268-c7cc7304bf2e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1104\",\"type\":\"grade\"}],\"text\":\"FEDOR NAZAROV is recorded teaching in Spring 2010. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH 541\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"d4d8c421-04b5-377b-a268-c7cc7304bf2e\",\"source_record\":{\"entity_id\":\"d4d8c421-04b5-377b-a268-c7cc7304bf2e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"MATH 541\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"d4d8c421-04b5-377b-a268-c7cc7304bf2e\",\"source_record\":{\"entity_id\":\"d4d8c421-04b5-377b-a268-c7cc7304bf2e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"MIKHAIL IVANOV is recorded teaching in Fall 2025. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH 541\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"d4d8c421-04b5-377b-a268-c7cc7304bf2e\",\"source_record\":{\"entity_id\":\"d4d8c421-04b5-377b-a268-c7cc7304bf2e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1132\",\"type\":\"grade\"}],\"text\":\"ROBERT HARRON is recorded teaching in Fall 2012. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH 541\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"d4d8c421-04b5-377b-a268-c7cc7304bf2e\",\"source_record\":{\"entity_id\":\"d4d8c421-04b5-377b-a268-c7cc7304bf2e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1132\",\"type\":\"grade\"},{\"course_id\":\"MATH 541\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"d4d8c421-04b5-377b-a268-c7cc7304bf2e\",\"source_record\":{\"entity_id\":\"d4d8c421-04b5-377b-a268-c7cc7304bf2e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1134\",\"type\":\"grade\"},{\"course_id\":\"MATH 541\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"d4d8c421-04b5-377b-a268-c7cc7304bf2e\",\"source_record\":{\"entity_id\":\"d4d8c421-04b5-377b-a268-c7cc7304bf2e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"MATH 541\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"d4d8c421-04b5-377b-a268-c7cc7304bf2e\",\"source_record\":{\"entity_id\":\"d4d8c421-04b5-377b-a268-c7cc7304bf2e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"}],\"text\":\"SEAN ROSTAMI is recorded teaching in Fall 2012, Spring 2013, Fall 2015. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH 541\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"d4d8c421-04b5-377b-a268-c7cc7304bf2e\",\"source_record\":{\"entity_id\":\"d4d8c421-04b5-377b-a268-c7cc7304bf2e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1072\",\"type\":\"grade\"}],\"text\":\"SERGUEI DENISSOV is recorded teaching in Fall 2006. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH 541\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"d4d8c421-04b5-377b-a268-c7cc7304bf2e\",\"source_record\":{\"entity_id\":\"d4d8c421-04b5-377b-a268-c7cc7304bf2e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"SHIVA CHIDAMBARAM is recorded teaching in Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH 541\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"d4d8c421-04b5-377b-a268-c7cc7304bf2e\",\"source_record\":{\"entity_id\":\"d4d8c421-04b5-377b-a268-c7cc7304bf2e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"MATH 541\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"d4d8c421-04b5-377b-a268-c7cc7304bf2e\",\"source_record\":{\"entity_id\":\"d4d8c421-04b5-377b-a268-c7cc7304bf2e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"}],\"text\":\"STEFFEN LEMPP is recorded teaching in Spring 2020, Fall 2022. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH 541\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"d4d8c421-04b5-377b-a268-c7cc7304bf2e\",\"source_record\":{\"entity_id\":\"d4d8c421-04b5-377b-a268-c7cc7304bf2e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1122\",\"type\":\"grade\"}],\"text\":\"ZEV KLAGSBRUN is recorded teaching in Fall 2011. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH 541\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"d4d8c421-04b5-377b-a268-c7cc7304bf2e\",\"source_record\":{\"entity_id\":\"d4d8c421-04b5-377b-a268-c7cc7304bf2e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"MATH 541\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"d4d8c421-04b5-377b-a268-c7cc7304bf2e\",\"source_record\":{\"entity_id\":\"d4d8c421-04b5-377b-a268-c7cc7304bf2e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"MATH 541\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"d4d8c421-04b5-377b-a268-c7cc7304bf2e\",\"source_record\":{\"entity_id\":\"d4d8c421-04b5-377b-a268-c7cc7304bf2e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"MATH 541\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"d4d8c421-04b5-377b-a268-c7cc7304bf2e\",\"source_record\":{\"entity_id\":\"d4d8c421-04b5-377b-a268-c7cc7304bf2e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"}],\"text\":\"ZIQUAN YANG is recorded teaching in Spring 2023, 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}]