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Lectures are much more engaging than most psych classes at UW. Exams are tough but very fair. Lots of readings, but interesting. Discussions are nice help, though make sure to participate to get a good participation grade. Overall, great class and one of the best psych profs. \",\"course_id\":\"PSYCH 501\",\"date\":\"2015-05-06 00:39:41 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"71b953787646f51e52a4b5d3\",\"instructor_id\":\"rmp:1671297\",\"instructor_name\":\"Gary Lupyan\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI0NzUwOTAy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1671297\"},{\"comment\":\"Gary is the best teacher I've had at University of Wisconsin-Madison. 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Lectures are engaging and incorporate really interesting \\\"bigger picture\\\" info that you don't get in other psych classes.  The textbook is a waste of time but his assigned readings are relevant and interesting.  Tests varied in level of difficulty but you'll do well if you pay attention.\",\"course_id\":\"PSYCH 501\",\"date\":\"2015-12-14 23:36:54 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"b39ba9f60b127b67c0c3e4dd\",\"instructor_id\":\"rmp:2076006\",\"instructor_name\":\"James Li\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI1Njk2Mjgx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2076006\"},{\"comment\":\"This was by far my favorite class at UW madison. I learned so much and was excited to attend every lecture. I got pretty much 100% on every exam, but that was because I was deeply interested in child psychopathology and attended every lecture. He is a very engaging professor, I highly recommend this course!\",\"course_id\":\"PSYCH 501\",\"date\":\"2016-01-07 14:51:54 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"155e23ac206f43ba5ec03c87\",\"instructor_id\":\"rmp:2076006\",\"instructor_name\":\"James Li\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI1ODk2Njc0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2076006\"},{\"comment\":\"Professor Li has really good and engaging lectures. He's great at presenting things in a way you can understand and his powerpoints are well put together. His tests are HARD. 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You could tell he was passionate about his research. Though he talked fast at times, he was always very clear and his TAs always did a great job explaining things during discussion. Everything you need to know in order to do well on exams gets repeated and emphasized in lectures. 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His tests are HARD. They're extremely specific, but it's doable if you pay attention and do the study guides.\",\"course_id\":\"PSYCH 501\",\"date\":\"2017-12-13 00:22:00 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"37fdef082b67d5608f6a54d9\",\"instructor_id\":\"rmp:2076006\",\"instructor_name\":\"James Li\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI5MTY3NjQx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2076006\"},{\"comment\":\"Very cynical about the field. Bad aspect: Discourages career pursuit by relating his story of dropping out of med school. Good aspect: worthy psychological critiques. Tough tests, papers. Doesn't seem interested in you as much as his research. Lectures are fascinating. Learned a lot. 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Lots of homework, but many of the tasks were quick and simple once the lecture was viewed. 1 midterm exam but it did not hold a lot of weight and was fairly easy. Final project was a portfolio of items you would need for graduate school (or whichever path you choose). Would take again!\",\"course_id\":\"PSYCH 501\",\"date\":\"2025-08-06 17:54:14 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"1c1b6626bddf1153a6b41506\",\"instructor_id\":\"rmp:2679421\",\"instructor_name\":\"Madeline Pflum\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQxNTUyOTkx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2679421\"},{\"comment\":\"Took as online summer course. Lots of assignments but very straightforward and always directly related to lecture content. 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I learned so much and was excited to attend every lecture. I got pretty much 100% on every exam, but that was because I was deeply interested in child psychopathology and attended every lecture. He is a very engaging professor, I highly recommend this course!\",\"course_id\":\"PSYCH 501\",\"date\":\"2016-01-07 14:51:54 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"155e23ac206f43ba5ec03c87\",\"instructor_id\":\"rmp:2076006\",\"instructor_name\":\"James Li\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI1ODk2Njc0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2076006\"},{\"comment\":\"This was one of my favorite classes at UW. It was incredibly interesting, and Professor Li is clearly very educated in this field. That being said he is very condescending and has little interest in his students unless they are doing well in his class. The class was fair though. I had to put in the work, but I got 100% on most exams.\",\"course_id\":\"PSYCH 501\",\"date\":\"2018-10-19 13:47:00 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"abe94e21d456bfb385cd32fa\",\"instructor_id\":\"rmp:2076006\",\"instructor_name\":\"James Li\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTMwNTg3OTI4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2076006\"},{\"comment\":\"Gary is the best teacher I've had at University of Wisconsin-Madison. Psych 521 is also the most thought provoking class I've taken, from which I've learned a ton. 1000% would recommend.\",\"course_id\":\"PSYCH 501\",\"date\":\"2021-04-30 05:56:08 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"f35d05df42485c1288747c12\",\"instructor_id\":\"rmp:1671297\",\"instructor_name\":\"Gary Lupyan\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0NjY2MTEw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1671297\"},{\"comment\":\"I took this class over the summer and it was the best decision I have ever made. Homework assignments were straightforward and simple once lectures were viewed. Prof was kind and understanding. Final project was a portfolio of materials I was already working on. 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One student noted the midterm held little weight and was fairly easy.\"}],\"errors\":[],\"historical_context\":[],\"message\":null,\"offered\":true,\"profile_hash\":\"3f5110430805ccdd533c0c072df62d68a8a5f5441c4530bbdb15d419a199a09c\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Madeline Pflum\",\"review_date\":\"2025-08-06 17:54:14 +0000 UTC\",\"review_id\":\"1c1b6626bddf1153a6b41506\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2679421\",\"source_review_id\":\"UmF0aW5nLTQxNTUyOTkx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2679421\",\"type\":\"review\"}],\"evidence_scope\":\"past_student_reviews\",\"text\":\"Students found the summer course engaging, with a final project focused on building a graduate school portfolio. 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Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"PSYCH 501\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"1adda475-90e4-3576-878b-004042121af3\",\"source_record\":{\"entity_id\":\"1adda475-90e4-3576-878b-004042121af3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1142\",\"type\":\"grade\"},{\"course_id\":\"PSYCH 501\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"1adda475-90e4-3576-878b-004042121af3\",\"source_record\":{\"entity_id\":\"1adda475-90e4-3576-878b-004042121af3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1154\",\"type\":\"grade\"}],\"text\":\"GARY LUPYAN is recorded teaching in Fall 2013, Spring 2015. 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Would take again!\",\"course_id\":\"PSYCH 501\",\"date\":\"2025-08-06 17:54:14 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"1c1b6626bddf1153a6b41506\",\"instructor_id\":\"rmp:2679421\",\"instructor_name\":\"Madeline Pflum\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQxNTUyOTkx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2679421\"}],\"evidence_count\":4,\"review_ids\":[\"71b953787646f51e52a4b5d3\",\"c159838272825a0c8a9532ab\",\"37fdef082b67d5608f6a54d9\",\"1c1b6626bddf1153a6b41506\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1671297\",\"name\":\"Gary Lupyan\"},{\"id\":\"rmp:2056964\",\"name\":\"Anthony  Auger\"},{\"id\":\"rmp:2076006\",\"name\":\"James Li\"},{\"id\":\"rmp:2679421\",\"name\":\"Madeline Pflum\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2015\"},\"sentiment\":\"positive\",\"summary\":\"Professors are generally described as knowledgeable, clear, and engaging, with well-organized lectures and powerpoints.\"},{\"aspect\":\"organization\",\"evidence\":[{\"comment\":\"Mark's an eccentric guy. He's a very busy man, sometimes lives in his own world a little bit, and sometimes that can get in the way of how organized he is in presenting material. He's helpful and open to some discussion, but tries to stay on course so will shut things down if they deviate too far from being relevant. Course is generally easy.\",\"course_id\":\"PSYCH 501\",\"date\":\"2013-12-17 03:26:30 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"9c0a462980b61228ea873782\",\"instructor_id\":\"rmp:1290642\",\"instructor_name\":\"Mark Seidenberg\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIyNTgyNjI4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1290642\"},{\"comment\":\"Tony's a great professor. However, the class was somewhat unorganized and lectures were taken from the textbook.  Exams were easy, but the class was moderately hard because everyone always scored in the AB range. This was the only class I've taken that had to reverse-curve an exam.\",\"course_id\":\"PSYCH 501\",\"date\":\"2016-05-25 18:22:17 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"0de6517cced7ff100d56e4c2\",\"instructor_id\":\"rmp:2056964\",\"instructor_name\":\"Anthony  Auger\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI2NjUyMDg5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2056964\"},{\"comment\":\"I think Professor Pflum means well, but she is not very good at writing test questions. This summer, she wrote multiple choice questions that had 2 answers (not all of the above nor one right) so that was really confusing. She could also do better to be more clear on when deadlines were and put out information in advance. \",\"course_id\":\"PSYCH 501\",\"date\":\"2024-08-07 20:00:12 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"d9f2f7a9a62b011487f509c0\",\"instructor_id\":\"rmp:2679421\",\"instructor_name\":\"Madeline Pflum\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM5NjY4NzQ2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2679421\"},{\"comment\":\"Took as online summer course. Lots of assignments but very straightforward and always directly related to lecture content. Overall was a very informative course, and I'm glad I got the chance to take it!\",\"course_id\":\"PSYCH 501\",\"date\":\"2025-08-12 18:44:31 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"199462e2febd91471b869969\",\"instructor_id\":\"rmp:2679421\",\"instructor_name\":\"Madeline Pflum\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQxNTY4MTI5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2679421\"}],\"evidence_count\":4,\"review_ids\":[\"9c0a462980b61228ea873782\",\"0de6517cced7ff100d56e4c2\",\"d9f2f7a9a62b011487f509c0\",\"199462e2febd91471b869969\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1290642\",\"name\":\"Mark Seidenberg\"},{\"id\":\"rmp:2056964\",\"name\":\"Anthony  Auger\"},{\"id\":\"rmp:2679421\",\"name\":\"Madeline Pflum\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2013\"},\"sentiment\":\"mixed\",\"summary\":\"Organization varies by instructor; some are seen as eccentric or unorganized, while others are praised for clear deadlines and straightforward assignments.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"Prof. Lupyan's 501 Depth course on human thought is a great class! Lectures are much more engaging than most psych classes at UW. Exams are tough but very fair. Lots of readings, but interesting. Discussions are nice help, though make sure to participate to get a good participation grade. Overall, great class and one of the best psych profs. \",\"course_id\":\"PSYCH 501\",\"date\":\"2015-05-06 00:39:41 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"71b953787646f51e52a4b5d3\",\"instructor_id\":\"rmp:1671297\",\"instructor_name\":\"Gary Lupyan\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI0NzUwOTAy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1671297\"},{\"comment\":\"Professor Li has really good and engaging lectures. He's great at presenting things in a way you can understand and his powerpoints are well put together. His tests are HARD. They're extremely specific, but it's doable if you pay attention and do the study guides.\",\"course_id\":\"PSYCH 501\",\"date\":\"2017-12-13 00:22:00 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"37fdef082b67d5608f6a54d9\",\"instructor_id\":\"rmp:2076006\",\"instructor_name\":\"James Li\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI5MTY3NjQx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2076006\"},{\"comment\":\"Some of the topics weren't tackled in the most respectful way, but I learned a lot from this class and it really made me think. It's nice to see a teacher who encourages us to question what we think we know. The tests were worded oddly and unnecessarily specific and no matter how much (or little) I studied my test score never changed from an 85.\",\"course_id\":\"PSYCH 501\",\"date\":\"2018-01-31 14:57:08 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"a18bf6c01df0b345b3d2eaee\",\"instructor_id\":\"rmp:2076006\",\"instructor_name\":\"James Li\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI5NTIzMzk1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2076006\"},{\"comment\":\"Psych 501 with Professor Pflum over the summer was amazing. Lots of homework, but many of the tasks were quick and simple once the lecture was viewed. 1 midterm exam but it did not hold a lot of weight and was fairly easy. Final project was a portfolio of items you would need for graduate school (or whichever path you choose). Would take again!\",\"course_id\":\"PSYCH 501\",\"date\":\"2025-08-06 17:54:14 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"1c1b6626bddf1153a6b41506\",\"instructor_id\":\"rmp:2679421\",\"instructor_name\":\"Madeline Pflum\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQxNTUyOTkx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2679421\"}],\"evidence_count\":4,\"review_ids\":[\"71b953787646f51e52a4b5d3\",\"37fdef082b67d5608f6a54d9\",\"a18bf6c01df0b345b3d2eaee\",\"1c1b6626bddf1153a6b41506\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1671297\",\"name\":\"Gary Lupyan\"},{\"id\":\"rmp:2076006\",\"name\":\"James Li\"},{\"id\":\"rmp:2679421\",\"name\":\"Madeline Pflum\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2015\"},\"sentiment\":\"mixed\",\"summary\":\"Exams can be tough and specific, but many students find them fair if they pay attention. Some recent offerings had easier exams and straightforward homework.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Prof. Li taught Child Psychopathology - super interesting course. Required textbook, but don't need to read it to pass. Extra online readings each week that you DO need to know for exams, but most material is covered in lecture. Discussion section is a grade booster too. One short (2-4 page) paper. Easy A. Would definitely take again.\",\"course_id\":\"PSYCH 501\",\"date\":\"2015-12-03 11:25:45 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"48d0c11b7df7ac764bed22a9\",\"instructor_id\":\"rmp:2076006\",\"instructor_name\":\"James Li\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI1NTM2MzU0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2076006\"},{\"comment\":\"Psych 501 with Professor Pflum over the summer was amazing. Lots of homework, but many of the tasks were quick and simple once the lecture was viewed. 1 midterm exam but it did not hold a lot of weight and was fairly easy. Final project was a portfolio of items you would need for graduate school (or whichever path you choose). Would take again!\",\"course_id\":\"PSYCH 501\",\"date\":\"2025-08-06 17:54:14 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"1c1b6626bddf1153a6b41506\",\"instructor_id\":\"rmp:2679421\",\"instructor_name\":\"Madeline Pflum\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQxNTUyOTkx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2679421\"},{\"comment\":\"Took as online summer course. Lots of assignments but very straightforward and always directly related to lecture content. Overall was a very informative course, and I'm glad I got the chance to take it!\",\"course_id\":\"PSYCH 501\",\"date\":\"2025-08-12 18:44:31 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"199462e2febd91471b869969\",\"instructor_id\":\"rmp:2679421\",\"instructor_name\":\"Madeline Pflum\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQxNTY4MTI5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2679421\"},{\"comment\":\"Very cynical about the field. Bad aspect: Discourages career pursuit by relating his story of dropping out of med school. Good aspect: worthy psychological critiques. Tough tests, papers. Doesn't seem interested in you as much as his research. Lectures are fascinating. Learned a lot. Put more time in term paper than any paper in college, got a C.\",\"course_id\":\"PSYCH 501\",\"date\":\"2019-03-11 18:31:04 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"a07d4a8ccf95a07daf4c7db2\",\"instructor_id\":\"rmp:2076006\",\"instructor_name\":\"James Li\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTMxNDI0NTI3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2076006\"}],\"evidence_count\":4,\"review_ids\":[\"48d0c11b7df7ac764bed22a9\",\"1c1b6626bddf1153a6b41506\",\"199462e2febd91471b869969\",\"a07d4a8ccf95a07daf4c7db2\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2076006\",\"name\":\"James Li\"},{\"id\":\"rmp:2679421\",\"name\":\"Madeline Pflum\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2015\"},\"sentiment\":\"positive\",\"summary\":\"Workload is generally manageable, with many students finding assignments straightforward and related to lectures. Some papers require significant time.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"Prof. Lupyan's 501 Depth course on human thought is a great class! Lectures are much more engaging than most psych classes at UW. Exams are tough but very fair. Lots of readings, but interesting. Discussions are nice help, though make sure to participate to get a good participation grade. Overall, great class and one of the best psych profs. \",\"course_id\":\"PSYCH 501\",\"date\":\"2015-05-06 00:39:41 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"71b953787646f51e52a4b5d3\",\"instructor_id\":\"rmp:1671297\",\"instructor_name\":\"Gary Lupyan\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI0NzUwOTAy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1671297\"},{\"comment\":\"This was by far my favorite class at UW madison. I learned so much and was excited to attend every lecture. I got pretty much 100% on every exam, but that was because I was deeply interested in child psychopathology and attended every lecture. He is a very engaging professor, I highly recommend this course!\",\"course_id\":\"PSYCH 501\",\"date\":\"2016-01-07 14:51:54 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"155e23ac206f43ba5ec03c87\",\"instructor_id\":\"rmp:2076006\",\"instructor_name\":\"James Li\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI1ODk2Njc0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2076006\"},{\"comment\":\"Gary is the best teacher I've had at University of Wisconsin-Madison. Psych 521 is also the most thought provoking class I've taken, from which I've learned a ton. 1000% would recommend.\",\"course_id\":\"PSYCH 501\",\"date\":\"2021-04-30 05:56:08 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"f35d05df42485c1288747c12\",\"instructor_id\":\"rmp:1671297\",\"instructor_name\":\"Gary Lupyan\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0NjY2MTEw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1671297\"},{\"comment\":\"I took this class over the summer and it was the best decision I have ever made. Homework assignments were straightforward and simple once lectures were viewed. Prof was kind and understanding. Final project was a portfolio of materials I was already working on. Amazing class and professor, would reccomend!\",\"course_id\":\"PSYCH 501\",\"date\":\"2025-09-11 02:24:15 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"64d154a920f588ddd4bec9ec\",\"instructor_id\":\"rmp:2679421\",\"instructor_name\":\"Madeline Pflum\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQxNjM1NTcx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2679421\"}],\"evidence_count\":4,\"review_ids\":[\"71b953787646f51e52a4b5d3\",\"155e23ac206f43ba5ec03c87\",\"f35d05df42485c1288747c12\",\"64d154a920f588ddd4bec9ec\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1671297\",\"name\":\"Gary Lupyan\"},{\"id\":\"rmp:2076006\",\"name\":\"James Li\"},{\"id\":\"rmp:2679421\",\"name\":\"Madeline Pflum\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2015\"},\"sentiment\":\"positive\",\"summary\":\"The course is highly recommended by many students for its interesting content and engaging professors, despite some variability in difficulty and organization.\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_a6d56896c154e639fa25048c","course_id":"PSYCH 501","catalog_version_id":"1eeaa8c53d9ed9855fcbedf0649b4bc1b09695e07e1e7520b803317901fffc33","record_version_id":"e11f078a74cef495233e28151b29d509eae70eb429887943739094c6ed31d364","job_id":"enrich-6556a505c10f448d98d02466","output_id":"9289db0760e505ddeeb94fed6e5d0615101f3cd902d58960660f4846097f1e9a","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":null,\"course\":{\"course_number\":202,\"minimum_grade\":null,\"subjects\":[\"PSYCH\"],\"timing\":\"prior\"},\"evidence\":\"PSYCH 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Lectures are much more engaging than most psych classes at UW. Exams are tough but very fair. Lots of readings, but interesting. Discussions are nice help, though make sure to participate to get a good participation grade. Overall, great class and one of the best psych profs. \",\"course_id\":\"PSYCH 501\",\"date\":\"2015-05-06 00:39:41 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"71b953787646f51e52a4b5d3\",\"instructor_id\":\"rmp:1671297\",\"instructor_name\":\"Gary Lupyan\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI0NzUwOTAy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1671297\"},{\"comment\":\"Gary is the best teacher I've had at University of Wisconsin-Madison. Psych 521 is also the most thought provoking class I've taken, from which I've learned a ton. 1000% would recommend.\",\"course_id\":\"PSYCH 501\",\"date\":\"2021-04-30 05:56:08 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"f35d05df42485c1288747c12\",\"instructor_id\":\"rmp:1671297\",\"instructor_name\":\"Gary Lupyan\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0NjY2MTEw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1671297\"}],\"evidence_count\":2,\"review_ids\":[\"71b953787646f51e52a4b5d3\",\"f35d05df42485c1288747c12\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1671297\",\"name\":\"Gary Lupyan\"}],\"review_year_end\":\"2021\",\"review_year_start\":\"2015\"},\"sentiment\":\"positive\",\"subject_instructor_id\":\"rmp:1671297\",\"summary\":\"Cited reviews praise Gary Lupyan for engaging lectures and being a great teacher.\"},{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Great professor, especially for his first semester teaching.  Lectures are engaging and incorporate really interesting \\\"bigger picture\\\" info that you don't get in other psych classes.  The textbook is a waste of time but his assigned readings are relevant and interesting.  Tests varied in level of difficulty but you'll do well if you pay attention.\",\"course_id\":\"PSYCH 501\",\"date\":\"2015-12-14 23:36:54 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"b39ba9f60b127b67c0c3e4dd\",\"instructor_id\":\"rmp:2076006\",\"instructor_name\":\"James Li\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI1Njk2Mjgx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2076006\"},{\"comment\":\"This was by far my favorite class at UW madison. I learned so much and was excited to attend every lecture. I got pretty much 100% on every exam, but that was because I was deeply interested in child psychopathology and attended every lecture. He is a very engaging professor, I highly recommend this course!\",\"course_id\":\"PSYCH 501\",\"date\":\"2016-01-07 14:51:54 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"155e23ac206f43ba5ec03c87\",\"instructor_id\":\"rmp:2076006\",\"instructor_name\":\"James Li\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI1ODk2Njc0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2076006\"},{\"comment\":\"Professor Li has really good and engaging lectures. He's great at presenting things in a way you can understand and his powerpoints are well put together. His tests are HARD. They're extremely specific, but it's doable if you pay attention and do the study guides.\",\"course_id\":\"PSYCH 501\",\"date\":\"2017-12-13 00:22:00 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"37fdef082b67d5608f6a54d9\",\"instructor_id\":\"rmp:2076006\",\"instructor_name\":\"James Li\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI5MTY3NjQx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2076006\"}],\"evidence_count\":3,\"review_ids\":[\"b39ba9f60b127b67c0c3e4dd\",\"155e23ac206f43ba5ec03c87\",\"37fdef082b67d5608f6a54d9\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2076006\",\"name\":\"James Li\"}],\"review_year_end\":\"2017\",\"review_year_start\":\"2015\"},\"sentiment\":\"positive\",\"subject_instructor_id\":\"rmp:2076006\",\"summary\":\"Cited reviews praise James Li for engaging lectures and clear presentation of material.\"},{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Auger was a brilliant professor. You could tell he was passionate about his research. Though he talked fast at times, he was always very clear and his TAs always did a great job explaining things during discussion. Everything you need to know in order to do well on exams gets repeated and emphasized in lectures. Pay attention and come to class!\",\"course_id\":\"PSYCH 501\",\"date\":\"2016-08-16 17:22:37 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"af21974f2d082678ff4067bf\",\"instructor_id\":\"rmp:2056964\",\"instructor_name\":\"Anthony  Auger\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI2OTAwMDQz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2056964\"}],\"evidence_count\":1,\"review_ids\":[\"af21974f2d082678ff4067bf\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2056964\",\"name\":\"Anthony  Auger\"}],\"review_year_end\":\"2016\",\"review_year_start\":\"2016\"},\"sentiment\":\"positive\",\"subject_instructor_id\":\"rmp:2056964\",\"summary\":\"One reviewer praises Anthony  Auger for being very clear in his explanations.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"Professor Li has really good and engaging lectures. He's great at presenting things in a way you can understand and his powerpoints are well put together. His tests are HARD. They're extremely specific, but it's doable if you pay attention and do the study guides.\",\"course_id\":\"PSYCH 501\",\"date\":\"2017-12-13 00:22:00 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"37fdef082b67d5608f6a54d9\",\"instructor_id\":\"rmp:2076006\",\"instructor_name\":\"James Li\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI5MTY3NjQx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2076006\"},{\"comment\":\"Very cynical about the field. Bad aspect: Discourages career pursuit by relating his story of dropping out of med school. Good aspect: worthy psychological critiques. Tough tests, papers. Doesn't seem interested in you as much as his research. Lectures are fascinating. Learned a lot. Put more time in term paper than any paper in college, got a C.\",\"course_id\":\"PSYCH 501\",\"date\":\"2019-03-11 18:31:04 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"a07d4a8ccf95a07daf4c7db2\",\"instructor_id\":\"rmp:2076006\",\"instructor_name\":\"James Li\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTMxNDI0NTI3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2076006\"}],\"evidence_count\":2,\"review_ids\":[\"37fdef082b67d5608f6a54d9\",\"a07d4a8ccf95a07daf4c7db2\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2076006\",\"name\":\"James Li\"}],\"review_year_end\":\"2019\",\"review_year_start\":\"2017\"},\"sentiment\":\"negative\",\"subject_instructor_id\":\"rmp:2076006\",\"summary\":\"Cited reviews describe James Li's tests as hard and extremely specific.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Psych 501 with Professor Pflum over the summer was amazing. Lots of homework, but many of the tasks were quick and simple once the lecture was viewed. 1 midterm exam but it did not hold a lot of weight and was fairly easy. Final project was a portfolio of items you would need for graduate school (or whichever path you choose). Would take again!\",\"course_id\":\"PSYCH 501\",\"date\":\"2025-08-06 17:54:14 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"1c1b6626bddf1153a6b41506\",\"instructor_id\":\"rmp:2679421\",\"instructor_name\":\"Madeline Pflum\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQxNTUyOTkx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2679421\"},{\"comment\":\"Took as online summer course. Lots of assignments but very straightforward and always directly related to lecture content. Overall was a very informative course, and I'm glad I got the chance to take it!\",\"course_id\":\"PSYCH 501\",\"date\":\"2025-08-12 18:44:31 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"199462e2febd91471b869969\",\"instructor_id\":\"rmp:2679421\",\"instructor_name\":\"Madeline Pflum\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQxNTY4MTI5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2679421\"},{\"comment\":\"I took this class over the summer and it was the best decision I have ever made. Homework assignments were straightforward and simple once lectures were viewed. Prof was kind and understanding. Final project was a portfolio of materials I was already working on. Amazing class and professor, would reccomend!\",\"course_id\":\"PSYCH 501\",\"date\":\"2025-09-11 02:24:15 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"64d154a920f588ddd4bec9ec\",\"instructor_id\":\"rmp:2679421\",\"instructor_name\":\"Madeline Pflum\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQxNjM1NTcx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2679421\"}],\"evidence_count\":3,\"review_ids\":[\"1c1b6626bddf1153a6b41506\",\"199462e2febd91471b869969\",\"64d154a920f588ddd4bec9ec\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2679421\",\"name\":\"Madeline Pflum\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2025\"},\"sentiment\":\"positive\",\"subject_instructor_id\":\"rmp:2679421\",\"summary\":\"Cited reviews state that Madeline Pflum's assignments are straightforward and simple once lectures are viewed.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"This was by far my favorite class at UW madison. I learned so much and was excited to attend every lecture. I got pretty much 100% on every exam, but that was because I was deeply interested in child psychopathology and attended every lecture. He is a very engaging professor, I highly recommend this course!\",\"course_id\":\"PSYCH 501\",\"date\":\"2016-01-07 14:51:54 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"155e23ac206f43ba5ec03c87\",\"instructor_id\":\"rmp:2076006\",\"instructor_name\":\"James Li\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI1ODk2Njc0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2076006\"},{\"comment\":\"This was one of my favorite classes at UW. It was incredibly interesting, and Professor Li is clearly very educated in this field. That being said he is very condescending and has little interest in his students unless they are doing well in his class. The class was fair though. I had to put in the work, but I got 100% on most exams.\",\"course_id\":\"PSYCH 501\",\"date\":\"2018-10-19 13:47:00 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"abe94e21d456bfb385cd32fa\",\"instructor_id\":\"rmp:2076006\",\"instructor_name\":\"James Li\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTMwNTg3OTI4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2076006\"},{\"comment\":\"Gary is the best teacher I've had at University of Wisconsin-Madison. Psych 521 is also the most thought provoking class I've taken, from which I've learned a ton. 1000% would recommend.\",\"course_id\":\"PSYCH 501\",\"date\":\"2021-04-30 05:56:08 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"f35d05df42485c1288747c12\",\"instructor_id\":\"rmp:1671297\",\"instructor_name\":\"Gary Lupyan\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0NjY2MTEw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1671297\"},{\"comment\":\"I took this class over the summer and it was the best decision I have ever made. Homework assignments were straightforward and simple once lectures were viewed. Prof was kind and understanding. Final project was a portfolio of materials I was already working on. Amazing class and professor, would reccomend!\",\"course_id\":\"PSYCH 501\",\"date\":\"2025-09-11 02:24:15 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"64d154a920f588ddd4bec9ec\",\"instructor_id\":\"rmp:2679421\",\"instructor_name\":\"Madeline Pflum\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQxNjM1NTcx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2679421\"}],\"evidence_count\":4,\"review_ids\":[\"155e23ac206f43ba5ec03c87\",\"abe94e21d456bfb385cd32fa\",\"f35d05df42485c1288747c12\",\"64d154a920f588ddd4bec9ec\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1671297\",\"name\":\"Gary Lupyan\"},{\"id\":\"rmp:2076006\",\"name\":\"James Li\"},{\"id\":\"rmp:2679421\",\"name\":\"Madeline Pflum\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2016\"},\"sentiment\":\"positive\",\"subject_instructor_id\":null,\"summary\":\"Multiple reviewers identify this course as one of their favorite classes at UW Madison.\"}]}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_a6d56896c154e639fa25048c","course_id":"PSYCH 501","catalog_version_id":"392cc6bac31a5451c0c87737b951261292b39dd60a3af0006d5a6e213fdab309","record_version_id":"d89e08bfddcb54c8e996de986e276bd4545069f5c83def0b66804c74ec8177df","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"84a0d03249fb32755c408d6d653bc94824421280cdab1aa2344458e43005596a","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":null,\"course\":{\"course_number\":202,\"minimum_grade\":null,\"subjects\":[\"PSYCH\"],\"timing\":\"prior\"},\"evidence\":\"PSYCH 202\",\"id\":\"n0\",\"kind\":\"course\"}],\"notes\":[],\"root\":\"n0\",\"status\":\"parsed\"}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_a6d56896c154e639fa25048c","course_id":"PSYCH 501","catalog_version_id":"392cc6bac31a5451c0c87737b951261292b39dd60a3af0006d5a6e213fdab309","record_version_id":"d89e08bfddcb54c8e996de986e276bd4545069f5c83def0b66804c74ec8177df","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"84a0d03249fb32755c408d6d653bc94824421280cdab1aa2344458e43005596a","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"PSYCH 202\",\"field\":\"requirements_text\",\"quote\":\"Not open to students with credit for PSYCH 201 or 281\"},{\"course_id\":\"PSYCH 501\",\"field\":\"requirements_text\",\"quote\":\"PSYCH 202\"}],\"text\":\"Introductory psychology knowledge, typically from PSYCH 202 or equivalent.\"}],\"search_phrases\":[\"advanced psychology topics\",\"social science depth\",\"psychology seminar\"],\"skills_taught\":[],\"summary\":{\"evidence\":[{\"course_id\":\"PSYCH 501\",\"field\":\"description\",\"quote\":\"Provides an in-depth treatment of a specific topic in psychology.\"}],\"text\":\"PSYCH 501 provides an in-depth treatment of a specific topic in psychology.\"},\"topics\":[]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_a6d56896c154e639fa25048c","course_id":"PSYCH 501","catalog_version_id":"392cc6bac31a5451c0c87737b951261292b39dd60a3af0006d5a6e213fdab309","record_version_id":"d89e08bfddcb54c8e996de986e276bd4545069f5c83def0b66804c74ec8177df","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"84a0d03249fb32755c408d6d653bc94824421280cdab1aa2344458e43005596a","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Prof. Lupyan's 501 Depth course on human thought is a great class! Lectures are much more engaging than most psych classes at UW. Exams are tough but very fair. Lots of readings, but interesting. Discussions are nice help, though make sure to participate to get a good participation grade. Overall, great class and one of the best psych profs. \",\"course_id\":\"PSYCH 501\",\"date\":\"2015-05-06 00:39:41 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"71b953787646f51e52a4b5d3\",\"instructor_id\":\"rmp:1671297\",\"instructor_name\":\"Gary Lupyan\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI0NzUwOTAy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1671297\"},{\"comment\":\"Knowledgable and clear, seems like a great person\",\"course_id\":\"PSYCH 501\",\"date\":\"2016-04-12 13:31:00 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"c159838272825a0c8a9532ab\",\"instructor_id\":\"rmp:2056964\",\"instructor_name\":\"Anthony  Auger\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI2Mjc4OTY1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2056964\"},{\"comment\":\"Professor Li has really good and engaging lectures. He's great at presenting things in a way you can understand and his powerpoints are well put together. His tests are HARD. They're extremely specific, but it's doable if you pay attention and do the study guides.\",\"course_id\":\"PSYCH 501\",\"date\":\"2017-12-13 00:22:00 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"37fdef082b67d5608f6a54d9\",\"instructor_id\":\"rmp:2076006\",\"instructor_name\":\"James Li\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI5MTY3NjQx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2076006\"},{\"comment\":\"Psych 501 with Professor Pflum over the summer was amazing. Lots of homework, but many of the tasks were quick and simple once the lecture was viewed. 1 midterm exam but it did not hold a lot of weight and was fairly easy. Final project was a portfolio of items you would need for graduate school (or whichever path you choose). Would take again!\",\"course_id\":\"PSYCH 501\",\"date\":\"2025-08-06 17:54:14 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"1c1b6626bddf1153a6b41506\",\"instructor_id\":\"rmp:2679421\",\"instructor_name\":\"Madeline Pflum\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQxNTUyOTkx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2679421\"}],\"evidence_count\":4,\"review_ids\":[\"71b953787646f51e52a4b5d3\",\"c159838272825a0c8a9532ab\",\"37fdef082b67d5608f6a54d9\",\"1c1b6626bddf1153a6b41506\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1671297\",\"name\":\"Gary Lupyan\"},{\"id\":\"rmp:2056964\",\"name\":\"Anthony  Auger\"},{\"id\":\"rmp:2076006\",\"name\":\"James Li\"},{\"id\":\"rmp:2679421\",\"name\":\"Madeline Pflum\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2015\"},\"sentiment\":\"positive\",\"summary\":\"Professors are generally described as knowledgeable, clear, and engaging, with well-organized lectures and powerpoints.\"},{\"aspect\":\"organization\",\"evidence\":[{\"comment\":\"Mark's an eccentric guy. He's a very busy man, sometimes lives in his own world a little bit, and sometimes that can get in the way of how organized he is in presenting material. He's helpful and open to some discussion, but tries to stay on course so will shut things down if they deviate too far from being relevant. Course is generally easy.\",\"course_id\":\"PSYCH 501\",\"date\":\"2013-12-17 03:26:30 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"9c0a462980b61228ea873782\",\"instructor_id\":\"rmp:1290642\",\"instructor_name\":\"Mark Seidenberg\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIyNTgyNjI4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1290642\"},{\"comment\":\"Tony's a great professor. However, the class was somewhat unorganized and lectures were taken from the textbook.  Exams were easy, but the class was moderately hard because everyone always scored in the AB range. This was the only class I've taken that had to reverse-curve an exam.\",\"course_id\":\"PSYCH 501\",\"date\":\"2016-05-25 18:22:17 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"0de6517cced7ff100d56e4c2\",\"instructor_id\":\"rmp:2056964\",\"instructor_name\":\"Anthony  Auger\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI2NjUyMDg5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2056964\"},{\"comment\":\"I think Professor Pflum means well, but she is not very good at writing test questions. This summer, she wrote multiple choice questions that had 2 answers (not all of the above nor one right) so that was really confusing. She could also do better to be more clear on when deadlines were and put out information in advance. \",\"course_id\":\"PSYCH 501\",\"date\":\"2024-08-07 20:00:12 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"d9f2f7a9a62b011487f509c0\",\"instructor_id\":\"rmp:2679421\",\"instructor_name\":\"Madeline Pflum\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM5NjY4NzQ2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2679421\"},{\"comment\":\"Took as online summer course. Lots of assignments but very straightforward and always directly related to lecture content. Overall was a very informative course, and I'm glad I got the chance to take it!\",\"course_id\":\"PSYCH 501\",\"date\":\"2025-08-12 18:44:31 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"199462e2febd91471b869969\",\"instructor_id\":\"rmp:2679421\",\"instructor_name\":\"Madeline Pflum\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQxNTY4MTI5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2679421\"}],\"evidence_count\":4,\"review_ids\":[\"9c0a462980b61228ea873782\",\"0de6517cced7ff100d56e4c2\",\"d9f2f7a9a62b011487f509c0\",\"199462e2febd91471b869969\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1290642\",\"name\":\"Mark Seidenberg\"},{\"id\":\"rmp:2056964\",\"name\":\"Anthony  Auger\"},{\"id\":\"rmp:2679421\",\"name\":\"Madeline Pflum\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2013\"},\"sentiment\":\"mixed\",\"summary\":\"Organization varies by instructor; some are seen as eccentric or unorganized, while others are praised for clear deadlines and straightforward assignments.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"Prof. Lupyan's 501 Depth course on human thought is a great class! Lectures are much more engaging than most psych classes at UW. Exams are tough but very fair. Lots of readings, but interesting. Discussions are nice help, though make sure to participate to get a good participation grade. Overall, great class and one of the best psych profs. \",\"course_id\":\"PSYCH 501\",\"date\":\"2015-05-06 00:39:41 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"71b953787646f51e52a4b5d3\",\"instructor_id\":\"rmp:1671297\",\"instructor_name\":\"Gary Lupyan\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI0NzUwOTAy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1671297\"},{\"comment\":\"Professor Li has really good and engaging lectures. He's great at presenting things in a way you can understand and his powerpoints are well put together. His tests are HARD. They're extremely specific, but it's doable if you pay attention and do the study guides.\",\"course_id\":\"PSYCH 501\",\"date\":\"2017-12-13 00:22:00 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"37fdef082b67d5608f6a54d9\",\"instructor_id\":\"rmp:2076006\",\"instructor_name\":\"James Li\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI5MTY3NjQx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2076006\"},{\"comment\":\"Some of the topics weren't tackled in the most respectful way, but I learned a lot from this class and it really made me think. It's nice to see a teacher who encourages us to question what we think we know. The tests were worded oddly and unnecessarily specific and no matter how much (or little) I studied my test score never changed from an 85.\",\"course_id\":\"PSYCH 501\",\"date\":\"2018-01-31 14:57:08 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"a18bf6c01df0b345b3d2eaee\",\"instructor_id\":\"rmp:2076006\",\"instructor_name\":\"James Li\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI5NTIzMzk1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2076006\"},{\"comment\":\"Psych 501 with Professor Pflum over the summer was amazing. Lots of homework, but many of the tasks were quick and simple once the lecture was viewed. 1 midterm exam but it did not hold a lot of weight and was fairly easy. Final project was a portfolio of items you would need for graduate school (or whichever path you choose). Would take again!\",\"course_id\":\"PSYCH 501\",\"date\":\"2025-08-06 17:54:14 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"1c1b6626bddf1153a6b41506\",\"instructor_id\":\"rmp:2679421\",\"instructor_name\":\"Madeline Pflum\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQxNTUyOTkx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2679421\"}],\"evidence_count\":4,\"review_ids\":[\"71b953787646f51e52a4b5d3\",\"37fdef082b67d5608f6a54d9\",\"a18bf6c01df0b345b3d2eaee\",\"1c1b6626bddf1153a6b41506\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1671297\",\"name\":\"Gary Lupyan\"},{\"id\":\"rmp:2076006\",\"name\":\"James Li\"},{\"id\":\"rmp:2679421\",\"name\":\"Madeline Pflum\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2015\"},\"sentiment\":\"mixed\",\"summary\":\"Exams can be tough and specific, but many students find them fair if they pay attention. Some recent offerings had easier exams and straightforward homework.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Prof. Li taught Child Psychopathology - super interesting course. Required textbook, but don't need to read it to pass. Extra online readings each week that you DO need to know for exams, but most material is covered in lecture. Discussion section is a grade booster too. One short (2-4 page) paper. Easy A. Would definitely take again.\",\"course_id\":\"PSYCH 501\",\"date\":\"2015-12-03 11:25:45 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"48d0c11b7df7ac764bed22a9\",\"instructor_id\":\"rmp:2076006\",\"instructor_name\":\"James Li\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI1NTM2MzU0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2076006\"},{\"comment\":\"Psych 501 with Professor Pflum over the summer was amazing. Lots of homework, but many of the tasks were quick and simple once the lecture was viewed. 1 midterm exam but it did not hold a lot of weight and was fairly easy. Final project was a portfolio of items you would need for graduate school (or whichever path you choose). Would take again!\",\"course_id\":\"PSYCH 501\",\"date\":\"2025-08-06 17:54:14 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"1c1b6626bddf1153a6b41506\",\"instructor_id\":\"rmp:2679421\",\"instructor_name\":\"Madeline Pflum\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQxNTUyOTkx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2679421\"},{\"comment\":\"Took as online summer course. Lots of assignments but very straightforward and always directly related to lecture content. Overall was a very informative course, and I'm glad I got the chance to take it!\",\"course_id\":\"PSYCH 501\",\"date\":\"2025-08-12 18:44:31 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"199462e2febd91471b869969\",\"instructor_id\":\"rmp:2679421\",\"instructor_name\":\"Madeline Pflum\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQxNTY4MTI5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2679421\"},{\"comment\":\"Very cynical about the field. Bad aspect: Discourages career pursuit by relating his story of dropping out of med school. Good aspect: worthy psychological critiques. Tough tests, papers. Doesn't seem interested in you as much as his research. Lectures are fascinating. Learned a lot. Put more time in term paper than any paper in college, got a C.\",\"course_id\":\"PSYCH 501\",\"date\":\"2019-03-11 18:31:04 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"a07d4a8ccf95a07daf4c7db2\",\"instructor_id\":\"rmp:2076006\",\"instructor_name\":\"James Li\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTMxNDI0NTI3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2076006\"}],\"evidence_count\":4,\"review_ids\":[\"48d0c11b7df7ac764bed22a9\",\"1c1b6626bddf1153a6b41506\",\"199462e2febd91471b869969\",\"a07d4a8ccf95a07daf4c7db2\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2076006\",\"name\":\"James Li\"},{\"id\":\"rmp:2679421\",\"name\":\"Madeline Pflum\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2015\"},\"sentiment\":\"positive\",\"summary\":\"Workload is generally manageable, with many students finding assignments straightforward and related to lectures. Some papers require significant time.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"Prof. Lupyan's 501 Depth course on human thought is a great class! Lectures are much more engaging than most psych classes at UW. Exams are tough but very fair. Lots of readings, but interesting. Discussions are nice help, though make sure to participate to get a good participation grade. Overall, great class and one of the best psych profs. \",\"course_id\":\"PSYCH 501\",\"date\":\"2015-05-06 00:39:41 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"71b953787646f51e52a4b5d3\",\"instructor_id\":\"rmp:1671297\",\"instructor_name\":\"Gary Lupyan\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI0NzUwOTAy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1671297\"},{\"comment\":\"This was by far my favorite class at UW madison. I learned so much and was excited to attend every lecture. I got pretty much 100% on every exam, but that was because I was deeply interested in child psychopathology and attended every lecture. He is a very engaging professor, I highly recommend this course!\",\"course_id\":\"PSYCH 501\",\"date\":\"2016-01-07 14:51:54 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"155e23ac206f43ba5ec03c87\",\"instructor_id\":\"rmp:2076006\",\"instructor_name\":\"James Li\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI1ODk2Njc0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2076006\"},{\"comment\":\"Gary is the best teacher I've had at University of Wisconsin-Madison. Psych 521 is also the most thought provoking class I've taken, from which I've learned a ton. 1000% would recommend.\",\"course_id\":\"PSYCH 501\",\"date\":\"2021-04-30 05:56:08 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"f35d05df42485c1288747c12\",\"instructor_id\":\"rmp:1671297\",\"instructor_name\":\"Gary Lupyan\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0NjY2MTEw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1671297\"},{\"comment\":\"I took this class over the summer and it was the best decision I have ever made. Homework assignments were straightforward and simple once lectures were viewed. Prof was kind and understanding. Final project was a portfolio of materials I was already working on. Amazing class and professor, would reccomend!\",\"course_id\":\"PSYCH 501\",\"date\":\"2025-09-11 02:24:15 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"64d154a920f588ddd4bec9ec\",\"instructor_id\":\"rmp:2679421\",\"instructor_name\":\"Madeline Pflum\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQxNjM1NTcx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2679421\"}],\"evidence_count\":4,\"review_ids\":[\"71b953787646f51e52a4b5d3\",\"155e23ac206f43ba5ec03c87\",\"f35d05df42485c1288747c12\",\"64d154a920f588ddd4bec9ec\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1671297\",\"name\":\"Gary Lupyan\"},{\"id\":\"rmp:2076006\",\"name\":\"James Li\"},{\"id\":\"rmp:2679421\",\"name\":\"Madeline Pflum\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2015\"},\"sentiment\":\"positive\",\"summary\":\"The course is highly recommended by many students for its interesting content and engaging professors, despite some variability in difficulty and organization.\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_a6d56896c154e639fa25048c","course_id":"PSYCH 501","catalog_version_id":"392cc6bac31a5451c0c87737b951261292b39dd60a3af0006d5a6e213fdab309","record_version_id":"d89e08bfddcb54c8e996de986e276bd4545069f5c83def0b66804c74ec8177df","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"84a0d03249fb32755c408d6d653bc94824421280cdab1aa2344458e43005596a","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"efa4f0ad5a92b49e0ba5ffabdc6760ac3210601be91aef628fba68681f2909e5\",\"course_id\":\"PSYCH 501\",\"current_instructors\":[],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Madeline Pflum\",\"review_date\":\"2024-08-07 20:00:12 +0000 UTC\",\"review_id\":\"d9f2f7a9a62b011487f509c0\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2679421\",\"source_review_id\":\"UmF0aW5nLTM5NjY4NzQ2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2679421\",\"type\":\"review\"},{\"instructor_name\":\"Madeline Pflum\",\"review_date\":\"2025-08-06 17:54:14 +0000 UTC\",\"review_id\":\"1c1b6626bddf1153a6b41506\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2679421\",\"source_review_id\":\"UmF0aW5nLTQxNTUyOTkx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2679421\",\"type\":\"review\"},{\"instructor_name\":\"Madeline Pflum\",\"review_date\":\"2025-09-11 02:24:15 +0000 UTC\",\"review_id\":\"64d154a920f588ddd4bec9ec\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2679421\",\"source_review_id\":\"UmF0aW5nLTQxNjM1NTcx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2679421\",\"type\":\"review\"}],\"text\":\"Historical reviews of Madeline Pflum: Summer sections under Pflum involve homework assignments that are simple after viewing lectures, with a low-weight midterm and a final portfolio project. One reviewer found the workload straightforward, while another noted confusion with test questions.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Madeline Pflum\",\"review_date\":\"2024-08-07 20:00:12 +0000 UTC\",\"review_id\":\"d9f2f7a9a62b011487f509c0\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2679421\",\"source_review_id\":\"UmF0aW5nLTM5NjY4NzQ2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2679421\",\"type\":\"review\"},{\"instructor_name\":\"Madeline Pflum\",\"review_date\":\"2025-08-06 17:54:14 +0000 UTC\",\"review_id\":\"1c1b6626bddf1153a6b41506\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2679421\",\"source_review_id\":\"UmF0aW5nLTQxNTUyOTkx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2679421\",\"type\":\"review\"},{\"instructor_name\":\"Madeline Pflum\",\"review_date\":\"2025-09-11 02:24:15 +0000 UTC\",\"review_id\":\"64d154a920f588ddd4bec9ec\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2679421\",\"source_review_id\":\"UmF0aW5nLTQxNjM1NTcx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2679421\",\"type\":\"review\"}],\"text\":\"Historical reviews of Madeline Pflum: Madeline Pflum receives polarized feedback. Some students found her kind and the summer course manageable with straightforward homework and a low-stakes midterm. Others criticized her test question clarity and administrative communication, noting confusion over deadlines and ambiguous exam options.\"}],\"message\":null,\"offered\":false,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Madeline Pflum\",\"review_date\":\"2024-08-07 20:00:12 +0000 UTC\",\"review_id\":\"d9f2f7a9a62b011487f509c0\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2679421\",\"source_review_id\":\"UmF0aW5nLTM5NjY4NzQ2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2679421\",\"type\":\"review\"},{\"instructor_name\":\"Madeline Pflum\",\"review_date\":\"2025-08-06 17:54:14 +0000 UTC\",\"review_id\":\"1c1b6626bddf1153a6b41506\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2679421\",\"source_review_id\":\"UmF0aW5nLTQxNTUyOTkx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2679421\",\"type\":\"review\"},{\"instructor_name\":\"Madeline Pflum\",\"review_date\":\"2025-09-11 02:24:15 +0000 UTC\",\"review_id\":\"64d154a920f588ddd4bec9ec\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2679421\",\"source_review_id\":\"UmF0aW5nLTQxNjM1NTcx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2679421\",\"type\":\"review\"}],\"text\":\"Historical reviews of Madeline Pflum: Madeline Pflum’s summer sections receive polarized reviews, with some students finding the course amazing and others criticizing test clarity. While some found the workload straightforward and the final project useful, others reported confusion over exam questions and administrative communication.\"},{\"citations\":[{\"course_id\":\"PSYCH 501\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"1adda475-90e4-3576-878b-004042121af3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"PSYCH 501\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"1adda475-90e4-3576-878b-004042121af3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"PSYCH 501\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"1adda475-90e4-3576-878b-004042121af3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2017: 3.00 GPA, 48.8% A/AB (n=125 letter grades); Spring 2023: 3.41 GPA, 71.8% A/AB (n=110 letter grades); Fall 2023: 3.59 GPA, 81.1% A/AB (n=164 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Madeline Pflum\",\"review_date\":\"2024-08-07 20:00:12 +0000 UTC\",\"review_id\":\"d9f2f7a9a62b011487f509c0\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2679421\",\"source_review_id\":\"UmF0aW5nLTM5NjY4NzQ2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2679421\",\"type\":\"review\"},{\"instructor_name\":\"Madeline Pflum\",\"review_date\":\"2025-08-06 17:54:14 +0000 UTC\",\"review_id\":\"1c1b6626bddf1153a6b41506\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2679421\",\"source_review_id\":\"UmF0aW5nLTQxNTUyOTkx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2679421\",\"type\":\"review\"},{\"instructor_name\":\"Madeline Pflum\",\"review_date\":\"2025-09-11 02:24:15 +0000 UTC\",\"review_id\":\"64d154a920f588ddd4bec9ec\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2679421\",\"source_review_id\":\"UmF0aW5nLTQxNjM1NTcx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2679421\",\"type\":\"review\"}],\"text\":\"Historical reviews of Madeline Pflum: Students report that Pflum is kind and understanding, with a final project that aligns with graduate school preparation. However, one reviewer found multiple-choice questions confusing due to ambiguous answer keys and noted unclear deadline communication.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"PSYCH 501\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"1adda475-90e4-3576-878b-004042121af3\",\"source_record\":{\"entity_id\":\"1adda475-90e4-3576-878b-004042121af3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1124\",\"type\":\"grade\"},{\"course_id\":\"PSYCH 501\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"1adda475-90e4-3576-878b-004042121af3\",\"source_record\":{\"entity_id\":\"1adda475-90e4-3576-878b-004042121af3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1154\",\"type\":\"grade\"},{\"course_id\":\"PSYCH 501\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"1adda475-90e4-3576-878b-004042121af3\",\"source_record\":{\"entity_id\":\"1adda475-90e4-3576-878b-004042121af3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"PSYCH 501\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"1adda475-90e4-3576-878b-004042121af3\",\"source_record\":{\"entity_id\":\"1adda475-90e4-3576-878b-004042121af3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"}],\"text\":\"ANTHONY P AUGER is recorded teaching in Spring 2012, Spring 2015, Spring 2016, Spring 2017. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"PSYCH 501\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"1adda475-90e4-3576-878b-004042121af3\",\"source_record\":{\"entity_id\":\"1adda475-90e4-3576-878b-004042121af3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1142\",\"type\":\"grade\"},{\"course_id\":\"PSYCH 501\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"1adda475-90e4-3576-878b-004042121af3\",\"source_record\":{\"entity_id\":\"1adda475-90e4-3576-878b-004042121af3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1154\",\"type\":\"grade\"}],\"text\":\"GARY LUPYAN is recorded teaching in Fall 2013, Spring 2015. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"PSYCH 501\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"1adda475-90e4-3576-878b-004042121af3\",\"source_record\":{\"entity_id\":\"1adda475-90e4-3576-878b-004042121af3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"PSYCH 501\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"1adda475-90e4-3576-878b-004042121af3\",\"source_record\":{\"entity_id\":\"1adda475-90e4-3576-878b-004042121af3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"PSYCH 501\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"1adda475-90e4-3576-878b-004042121af3\",\"source_record\":{\"entity_id\":\"1adda475-90e4-3576-878b-004042121af3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"}],\"text\":\"JAMES LI is recorded teaching in Fall 2015, Fall 2016, Fall 2017. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"PSYCH 501\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"1adda475-90e4-3576-878b-004042121af3\",\"source_record\":{\"entity_id\":\"1adda475-90e4-3576-878b-004042121af3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1134\",\"type\":\"grade\"}],\"text\":\"MARK S SEIDENBERG is recorded teaching in Spring 2013. Recorded history may be incomplete and does not establish a future schedule.\"}],\"term_id\":\"1272\",\"term_name\":\"2026 Fall\",\"version\":2}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false}]