[{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_ac8b1c27fdbde1a0c941dbaf","course_id":"PSYCH 456","catalog_version_id":"44b451012a5e7dd1f75bb785835231de5b5f412ef41d38e495c0acd48725f3dd","record_version_id":"cd8ec29cd4c8e5d37954f4311f71b677ac41fa3d51e369e22ff702b12c01f060","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"413ee72d76f02d3e5a90249e982c13aa19b22776b169feb27e8412d21f980908","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\":\"n1\",\"kind\":\"course\"}],\"notes\":[],\"root\":\"n1\",\"status\":\"parsed\"}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":true},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 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an effective consumer of science – i.e., understand the methods that social psychologists use to test their research questions and be able to draw appropriate conclusions from study findings.\",\"source_url\":\"https://guide.wisc.edu/courses/psych/\"}],\"text\":\"Consume scientific research and evaluate study findings\"},{\"evidence\":[{\"course_id\":\"PSYCH 456\",\"field\":\"official_learning_outcomes\",\"outcome_index\":2,\"quote\":\"Evaluate whether research evidence provides a good test of theory.\",\"source_url\":\"https://guide.wisc.edu/courses/psych/\"}],\"text\":\"Evaluate research evidence against theoretical frameworks\"},{\"evidence\":[{\"course_id\":\"PSYCH 456\",\"field\":\"official_learning_outcomes\",\"outcome_index\":4,\"quote\":\"Think about how research findings can be used to create interventions to address real-world problems.\",\"source_url\":\"https://guide.wisc.edu/courses/psych/\"}],\"text\":\"Design interventions based on social psychological research\"}],\"summary\":{\"evidence\":[{\"course_id\":\"PSYCH 456\",\"field\":\"description\",\"quote\":\"Introduce classic and contemporary theories and research in the field, with an emphasis on experimental methodology.\",\"source_url\":\"https://guide.wisc.edu/courses/psych/\"},{\"course_id\":\"PSYCH 456\",\"field\":\"title\",\"quote\":\"SOCIAL PSYCHOLOGY\",\"source_url\":\"https://guide.wisc.edu/courses/psych/\"}],\"text\":\"Social Psychology introduces classic and contemporary theories and research with an emphasis on experimental methodology, examining individual behavior in social contexts.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"PSYCH 456\",\"field\":\"description\",\"quote\":\"Examine the psychological study of the individual in the social world, including social interaction, motivation, attitudes, conformity, communication, leadership, personal relationships, and behavior in small groups.\",\"source_url\":\"https://guide.wisc.edu/courses/psych/\"}],\"text\":\"Social interaction, motivation, attitudes, conformity, communication, leadership, personal relationships, and small group behavior\"},{\"evidence\":[{\"course_id\":\"PSYCH 456\",\"field\":\"description\",\"quote\":\"with an emphasis on experimental methodology\",\"source_url\":\"https://guide.wisc.edu/courses/psych/\"}],\"text\":\"Experimental methodology\"}]}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":true},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_ac8b1c27fdbde1a0c941dbaf","course_id":"PSYCH 456","catalog_version_id":"44b451012a5e7dd1f75bb785835231de5b5f412ef41d38e495c0acd48725f3dd","record_version_id":"cd8ec29cd4c8e5d37954f4311f71b677ac41fa3d51e369e22ff702b12c01f060","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"413ee72d76f02d3e5a90249e982c13aa19b22776b169feb27e8412d21f980908","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Lectures are very chaotic and boring. All of the notes in class are about niche psychology studies. The lectures are not recorded and the slides are not posted at all, but she goes through everything so quickly it is almost impossible to take notes at the same pace. Overall just do not take this class if you value your time and sanity.\",\"course_id\":\"PSYCH 456\",\"date\":\"2024-10-30 00:20:23 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"a0d84b51850f19fe7b78658e\",\"instructor_id\":\"rmp:368062\",\"instructor_name\":\"Tina Winston\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM5ODY5Njcw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/368062\"},{\"comment\":\"Tina Winston may be the worst professor I have ever come across. Her lectures are literally case study after case study, and the exams are even worse. Her wording is extremely confusing and she makes no effort to clarify. She also doesn't gaf about her students, so don't expect any sympathy from her. Never ever taking a class with her ever again.\",\"course_id\":\"PSYCH 456\",\"date\":\"2024-12-11 23:14:12 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"452075797037f6e6fe118b55\",\"instructor_id\":\"rmp:368062\",\"instructor_name\":\"Tina Winston\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQwMjM0MjUz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/368062\"},{\"comment\":\"This class was really boring and nothing like I expected getting myself into. I would not recommend this class, the lectures are really long and its just experiment after experiment and tables. no actual interesting concepts of social psych \",\"course_id\":\"PSYCH 456\",\"date\":\"2025-12-05 23:53:26 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"3a0f4c3f4d38c4e598a90f26\",\"instructor_id\":\"rmp:368062\",\"instructor_name\":\"Tina Winston\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTQyMDY0NTQy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/368062\"},{\"comment\":\"Lectures were pointless, she basically just reads off the slides. Tests were difficult sometimes. Memorization is key. She'll post slides afterward, but only half of the content. Tests are pretty much all from book content but slides in-class are helpful. No attendance but then people started not going so she added it as extra credit at end of sem.\",\"course_id\":\"PSYCH 456\",\"date\":\"2026-04-13 17:00:15 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"ecf4688c3f07235487536c78\",\"instructor_id\":\"rmp:368062\",\"instructor_name\":\"Tina Winston\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTQyODI0MzQx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/368062\"}],\"evidence_count\":4,\"review_ids\":[\"a0d84b51850f19fe7b78658e\",\"452075797037f6e6fe118b55\",\"3a0f4c3f4d38c4e598a90f26\",\"ecf4688c3f07235487536c78\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:368062\",\"name\":\"Tina Winston\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2024\"},\"sentiment\":\"negative\",\"subject_instructor_id\":\"rmp:368062\",\"summary\":\"Cited reviews criticize Tina Winston for boring, chaotic lectures that rely heavily on niche studies and slides, often describing them as disengaging or difficult to follow.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"Tina Winston may be the worst professor I have ever come across. Her lectures are literally case study after case study, and the exams are even worse. Her wording is extremely confusing and she makes no effort to clarify. She also doesn't gaf about her students, so don't expect any sympathy from her. Never ever taking a class with her ever again.\",\"course_id\":\"PSYCH 456\",\"date\":\"2024-12-11 23:14:12 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"452075797037f6e6fe118b55\",\"instructor_id\":\"rmp:368062\",\"instructor_name\":\"Tina Winston\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQwMjM0MjUz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/368062\"},{\"comment\":\"DO NOT TAKE THIS CLASS IF IT'S WITH THIS PROFESSOR!!!\\n\\nI don't know how she managed to make social psychology boring but she did- very disappointing b/c I was super interested in it before this class. Reading the textbook was genuinely much more interesting than attending lectures.\\n\\nNiche tests, brutally unfair questions. Super passive aggressive. \",\"course_id\":\"PSYCH 456\",\"date\":\"2024-12-15 01:16:07 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"4eccd94b69c26770d2f676b2\",\"instructor_id\":\"rmp:368062\",\"instructor_name\":\"Tina Winston\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQwMzAyMTU3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/368062\"},{\"comment\":\"Lectures were pretty boring and disengaging, but grading and exams were not difficult. Some strange wording on some, but overall, she was very nice and always stopped for questions. Wouldn't recommend, but she is not terrible. \",\"course_id\":\"PSYCH 456\",\"date\":\"2025-12-11 01:00:32 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"fc98ae6e4343e8b4811deb0d\",\"instructor_id\":\"rmp:368062\",\"instructor_name\":\"Tina Winston\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTQyMTYzMzEx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/368062\"},{\"comment\":\"Lectures were pointless, she basically just reads off the slides. Tests were difficult sometimes. Memorization is key. She'll post slides afterward, but only half of the content. Tests are pretty much all from book content but slides in-class are helpful. No attendance but then people started not going so she added it as extra credit at end of sem.\",\"course_id\":\"PSYCH 456\",\"date\":\"2026-04-13 17:00:15 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"ecf4688c3f07235487536c78\",\"instructor_id\":\"rmp:368062\",\"instructor_name\":\"Tina Winston\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTQyODI0MzQx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/368062\"}],\"evidence_count\":4,\"review_ids\":[\"452075797037f6e6fe118b55\",\"4eccd94b69c26770d2f676b2\",\"fc98ae6e4343e8b4811deb0d\",\"ecf4688c3f07235487536c78\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:368062\",\"name\":\"Tina Winston\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2024\"},\"sentiment\":\"mixed\",\"subject_instructor_id\":\"rmp:368062\",\"summary\":\"Reviews describe Tina Winston's exams as confusing, nitpicky, and heavily reliant on textbook memorization, though some note grading was not always difficult.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"Professor Letak is great! Lecture attendance is mandatory, but she was always super understaning when I had to miss class due to sickness or other reasons. Assignments are spaced out well so it does not seem very overwhelming for a 4-credit course. She actually cares if students do well and tries to make things more understandable!\",\"course_id\":\"PSYCH 456\",\"date\":\"2019-04-24 17:08:33 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"24788956df725aba0b98111c\",\"instructor_id\":\"rmp:2481787\",\"instructor_name\":\"Abigail Letak\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMxNjYzOTEz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2481787\"},{\"comment\":\"Definitely one of my favorite professors. Her lectures were very easy to understand and follow, but you need to show up to lecture to pass. She made learning engaging & enjoyable. She really cares about how well students are doing in her class. Assignments are spaced out and she doesn't have midterms, just papers, quizzes, & discussion posts.\",\"course_id\":\"PSYCH 456\",\"date\":\"2019-11-06 23:11:24 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"665b00e4d728a041e4bcc1cb\",\"instructor_id\":\"rmp:2481787\",\"instructor_name\":\"Abigail Letak\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMyMzcxNDcy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2481787\"},{\"comment\":\"Abby is a fantastic teacher and she really is my favorite prof in this school. She is caring, humorous, and knowledgable, especially she is young. She gives great examples for difficult terms and explain them in simple ways. No exams just really easy quizzes. Attendance occupies a lot in final grade. Just go to class and you will be fine!\",\"course_id\":\"PSYCH 456\",\"date\":\"2019-11-21 03:53:24 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"f8e638f5c0fb8106fbbb0840\",\"instructor_id\":\"rmp:2481787\",\"instructor_name\":\"Abigail Letak\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMyNDUzMTY2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2481787\"},{\"comment\":\"Professor Letak has been my favorite professor at UW so far. She is an amazing lecturer and really cares about her students health. There are 4 quizzes which aren't too difficult and she is always available to meet out of class time. Papers are relatively easy and she makes lectures super interesting. Highly recommend.\",\"course_id\":\"PSYCH 456\",\"date\":\"2019-11-25 14:43:41 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"94673ae9993fa60da5e22124\",\"instructor_id\":\"rmp:2481787\",\"instructor_name\":\"Abigail Letak\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMyNDczNDcy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2481787\"},{\"comment\":\"It is hard to find a professor better than prof Letak. She clearly plans all of her lectures for a long time and makes them very clear and easy to follow, as well as very engaging. She is a very caring professor and is great at what she does\",\"course_id\":\"PSYCH 456\",\"date\":\"2020-01-31 01:16:14 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"62efc8b85e04e1683eb8cce0\",\"instructor_id\":\"rmp:2481787\",\"instructor_name\":\"Abigail Letak\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMyODgxMzM4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2481787\"}],\"evidence_count\":5,\"review_ids\":[\"24788956df725aba0b98111c\",\"665b00e4d728a041e4bcc1cb\",\"f8e638f5c0fb8106fbbb0840\",\"94673ae9993fa60da5e22124\",\"62efc8b85e04e1683eb8cce0\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2481787\",\"name\":\"Abigail Letak\"}],\"review_year_end\":\"2020\",\"review_year_start\":\"2019\"},\"sentiment\":\"positive\",\"subject_instructor_id\":\"rmp:2481787\",\"summary\":\"Cited reviews praise Abigail Letak for being caring, engaging, and clear, noting her lectures are easy to follow and she is highly recommended by students.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Professor Letak is great! Lecture attendance is mandatory, but she was always super understaning when I had to miss class due to sickness or other reasons. Assignments are spaced out well so it does not seem very overwhelming for a 4-credit course. She actually cares if students do well and tries to make things more understandable!\",\"course_id\":\"PSYCH 456\",\"date\":\"2019-04-24 17:08:33 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"24788956df725aba0b98111c\",\"instructor_id\":\"rmp:2481787\",\"instructor_name\":\"Abigail Letak\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMxNjYzOTEz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2481787\"},{\"comment\":\"Definitely one of my favorite professors. Her lectures were very easy to understand and follow, but you need to show up to lecture to pass. She made learning engaging & enjoyable. She really cares about how well students are doing in her class. Assignments are spaced out and she doesn't have midterms, just papers, quizzes, & discussion posts.\",\"course_id\":\"PSYCH 456\",\"date\":\"2019-11-06 23:11:24 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"665b00e4d728a041e4bcc1cb\",\"instructor_id\":\"rmp:2481787\",\"instructor_name\":\"Abigail Letak\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMyMzcxNDcy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2481787\"}],\"evidence_count\":2,\"review_ids\":[\"24788956df725aba0b98111c\",\"665b00e4d728a041e4bcc1cb\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2481787\",\"name\":\"Abigail Letak\"}],\"review_year_end\":\"2019\",\"review_year_start\":\"2019\"},\"sentiment\":\"positive\",\"subject_instructor_id\":\"rmp:2481787\",\"summary\":\"Students report that Abigail Letak spaces assignments well and uses quizzes and papers rather than midterms, making the workload feel manageable.\"},{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Amazing lecturer. Very engaging and always conversing with students in class (likes to hear feedback and have conversations). Lecture material is straightforward and aligns well with textbook (definite need). Also very accessible outside class and willing to help. 100% would take again. \",\"course_id\":\"PSYCH 456\",\"date\":\"2022-12-15 21:53:34 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"89e482ee3425dd0a382e7313\",\"instructor_id\":\"rmp:2844429\",\"instructor_name\":\"Megan Bruun\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM3MTQzNTg4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2844429\"},{\"comment\":\"Professor Bruun was one of my favorite professors I've had! She is super funny, easygoing, and actually takes the time to learn student's names and get to know them. Lecture material is straightforward and easy to understand. She always takes time to answer questions and have discussions. I would recommend reading the textbook. 100% recommend!\",\"course_id\":\"PSYCH 456\",\"date\":\"2022-12-16 19:56:02 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"4bfec8db41597c212613a4c2\",\"instructor_id\":\"rmp:2844429\",\"instructor_name\":\"Megan Bruun\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM3MTU4OTI2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2844429\"},{\"comment\":\"Social psych is one of my favorite classes I've taken at UW! Megan made lectures interesting and kept everyone engaged. She was always willing to answer people's questions and explain topics in a relatable way. There is a textbook for the class, although the exams will mainly cover lecture content.\",\"course_id\":\"PSYCH 456\",\"date\":\"2022-12-18 21:19:51 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"cd9a07021123cdad1df44055\",\"instructor_id\":\"rmp:2844429\",\"instructor_name\":\"Megan Bruun\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM3MTgwNzM2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2844429\"},{\"comment\":\"Professor Bruun is probably the best professor I've had at UW. She was an absolutely amazing lecturer. She was so engaging and genuinely excited to see students learn. Her course used very clear grading criteria, and she was always so open to answering questions. Attendance was not mandatory, but it is part of your grade (with reasonable excuses).\",\"course_id\":\"PSYCH 456\",\"date\":\"2023-04-03 14:49:55 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"8b16f2d757858df7a6832b08\",\"instructor_id\":\"rmp:2844429\",\"instructor_name\":\"Megan Bruun\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM3NTcyOTI2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2844429\"}],\"evidence_count\":4,\"review_ids\":[\"89e482ee3425dd0a382e7313\",\"4bfec8db41597c212613a4c2\",\"cd9a07021123cdad1df44055\",\"8b16f2d757858df7a6832b08\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2844429\",\"name\":\"Megan Bruun\"}],\"review_year_end\":\"2023\",\"review_year_start\":\"2022\"},\"sentiment\":\"positive\",\"subject_instructor_id\":\"rmp:2844429\",\"summary\":\"Cited reviews praise Megan Bruun for being an engaging, funny, and accessible lecturer who makes material straightforward and encourages student discussion.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"Would not recommend. Content itself is interesting, grading system for this class is awful. No matter how much you study, her exams are really confusing, wordy, frustrating, difficult, etc. I'm a straight-A student and got 47% on the first exam. No other grades besides 3 exams and 1 paper, so her terrible bs exams are all your grade is based on.\",\"course_id\":\"PSYCH 456\",\"date\":\"2019-12-18 01:02:10 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"1f8cdd095d39fd19212f35a3\",\"instructor_id\":\"rmp:610892\",\"instructor_name\":\"Judith Harackiewicz\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTMyNjk3NzA0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/610892\"},{\"comment\":\"It's harder than you think it'll be. 3 tests make up 90% of your grade. VERY TEXTBOOK HEAVY. Most psych classes textbook is kinda optional, but this class it is VERY ESSENTIAL. Go to her office hours and your TAs. If you show her that you care and are committed, she will help you out. Brought my grade up by two whole letters. She's funny and sweet.\",\"course_id\":\"PSYCH 456\",\"date\":\"2020-04-10 21:00:55 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"8c765fe8f0dea0f2aa9bdcf7\",\"instructor_id\":\"rmp:610892\",\"instructor_name\":\"Judith Harackiewicz\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMzMDQ0ODI0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/610892\"},{\"comment\":\"I love professor H, but her tests are not great. The wording is super specific and the answer options make you choose between two options that would both fit the question. you HAVE to read the textbook and take note of experiments. You're graded on three exams which is annoying as well. 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Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"PSYCH 456\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"be59f649-e83c-30ab-98ac-cbf7d434b6bf\",\"source_record\":{\"entity_id\":\"be59f649-e83c-30ab-98ac-cbf7d434b6bf\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"PSYCH 456\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"be59f649-e83c-30ab-98ac-cbf7d434b6bf\",\"source_record\":{\"entity_id\":\"be59f649-e83c-30ab-98ac-cbf7d434b6bf\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"}],\"text\":\"EMILY DIX is recorded teaching in Fall 2017, Fall 2018. 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However the tests are not doable if you don't read EVERY word in the text book to supplement her rambling about 1 study for a whole class that there will be 1 question on the exam about. So little goes into your grade that a B on the first exam meant I couldn't get an A in the course.\",\"course_id\":\"PSYCH 456\",\"date\":\"2017-12-13 19:32:21 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"00002a8a3451ee9b25be190c\",\"instructor_id\":\"rmp:2320354\",\"instructor_name\":\"Emily Dix\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTI5MTg0MzM5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2320354\"},{\"comment\":\"Professor Letak is great! Lecture attendance is mandatory, but she was always super understaning when I had to miss class due to sickness or other reasons. Assignments are spaced out well so it does not seem very overwhelming for a 4-credit course. She actually cares if students do well and tries to make things more understandable!\",\"course_id\":\"PSYCH 456\",\"date\":\"2019-04-24 17:08:33 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"24788956df725aba0b98111c\",\"instructor_id\":\"rmp:2481787\",\"instructor_name\":\"Abigail Letak\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMxNjYzOTEz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2481787\"},{\"comment\":\"Amazing lecturer. Very engaging and always conversing with students in class (likes to hear feedback and have conversations). Lecture material is straightforward and aligns well with textbook (definite need). Also very accessible outside class and willing to help. 100% would take again. \",\"course_id\":\"PSYCH 456\",\"date\":\"2022-12-15 21:53:34 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"89e482ee3425dd0a382e7313\",\"instructor_id\":\"rmp:2844429\",\"instructor_name\":\"Megan Bruun\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM3MTQzNTg4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2844429\"},{\"comment\":\"Lectures are very chaotic and boring. All of the notes in class are about niche psychology studies. The lectures are not recorded and the slides are not posted at all, but she goes through everything so quickly it is almost impossible to take notes at the same pace. Overall just do not take this class if you value your time and sanity.\",\"course_id\":\"PSYCH 456\",\"date\":\"2024-10-30 00:20:23 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"a0d84b51850f19fe7b78658e\",\"instructor_id\":\"rmp:368062\",\"instructor_name\":\"Tina Winston\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM5ODY5Njcw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/368062\"}],\"evidence_count\":4,\"review_ids\":[\"00002a8a3451ee9b25be190c\",\"24788956df725aba0b98111c\",\"89e482ee3425dd0a382e7313\",\"a0d84b51850f19fe7b78658e\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2320354\",\"name\":\"Emily Dix\"},{\"id\":\"rmp:2481787\",\"name\":\"Abigail Letak\"},{\"id\":\"rmp:2844429\",\"name\":\"Megan Bruun\"},{\"id\":\"rmp:368062\",\"name\":\"Tina Winston\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2017\"},\"sentiment\":\"mixed\",\"summary\":\"Instructors vary widely in clarity. Letak and Bruun are clear and engaging, while Dix and Winston are often described as rambling, dry, or confusing.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Emily is very nice and seems to know her material really well. However the tests are not doable if you don't read EVERY word in the text book to supplement her rambling about 1 study for a whole class that there will be 1 question on the exam about. So little goes into your grade that a B on the first exam meant I couldn't get an A in the course.\",\"course_id\":\"PSYCH 456\",\"date\":\"2017-12-13 19:32:21 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"00002a8a3451ee9b25be190c\",\"instructor_id\":\"rmp:2320354\",\"instructor_name\":\"Emily Dix\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTI5MTg0MzM5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2320354\"},{\"comment\":\"Would not recommend. Content itself is interesting, grading system for this class is awful. No matter how much you study, her exams are really confusing, wordy, frustrating, difficult, etc. I'm a straight-A student and got 47% on the first exam. No other grades besides 3 exams and 1 paper, so her terrible bs exams are all your grade is based on.\",\"course_id\":\"PSYCH 456\",\"date\":\"2019-12-18 01:02:10 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"1f8cdd095d39fd19212f35a3\",\"instructor_id\":\"rmp:610892\",\"instructor_name\":\"Judith Harackiewicz\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTMyNjk3NzA0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/610892\"},{\"comment\":\"The format of this class was terrible. 1) read the textbook. 2) click through a PowerPoint with audio clips attached. Her voice is monotonous. 3) Quiz- very difficult 4) Read article. 5) Answer a nitpicky, super-detailed, and long list of questions. 6) Group Discussion post and response. I think she's trying to make us as uninterested as she can.\",\"course_id\":\"PSYCH 456\",\"date\":\"2020-07-03 20:20:35 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"c37f449dc641f9ad0d39c200\",\"instructor_id\":\"rmp:368062\",\"instructor_name\":\"Tina Winston\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMzNDgzMDUz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/368062\"},{\"comment\":\"DO NOT TAKE THIS CLASS IF IT'S WITH THIS PROFESSOR!!!\\n\\nI don't know how she managed to make social psychology boring but she did- very disappointing b/c I was super interested in it before this class. Reading the textbook was genuinely much more interesting than attending lectures.\\n\\nNiche tests, brutally unfair questions. Super passive aggressive. \",\"course_id\":\"PSYCH 456\",\"date\":\"2024-12-15 01:16:07 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"4eccd94b69c26770d2f676b2\",\"instructor_id\":\"rmp:368062\",\"instructor_name\":\"Tina Winston\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQwMzAyMTU3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/368062\"}],\"evidence_count\":4,\"review_ids\":[\"00002a8a3451ee9b25be190c\",\"1f8cdd095d39fd19212f35a3\",\"c37f449dc641f9ad0d39c200\",\"4eccd94b69c26770d2f676b2\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2320354\",\"name\":\"Emily Dix\"},{\"id\":\"rmp:368062\",\"name\":\"Tina Winston\"},{\"id\":\"rmp:610892\",\"name\":\"Judith Harackiewicz\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2017\"},\"sentiment\":\"negative\",\"summary\":\"The course is heavily textbook-dependent and requires significant self-study. Exams are often described as difficult, detailed, and confusing.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"Professor Letak is great! Lecture attendance is mandatory, but she was always super understaning when I had to miss class due to sickness or other reasons. Assignments are spaced out well so it does not seem very overwhelming for a 4-credit course. She actually cares if students do well and tries to make things more understandable!\",\"course_id\":\"PSYCH 456\",\"date\":\"2019-04-24 17:08:33 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"24788956df725aba0b98111c\",\"instructor_id\":\"rmp:2481787\",\"instructor_name\":\"Abigail Letak\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMxNjYzOTEz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2481787\"},{\"comment\":\"Abby is a fantastic teacher and she really is my favorite prof in this school. She is caring, humorous, and knowledgable, especially she is young. She gives great examples for difficult terms and explain them in simple ways. No exams just really easy quizzes. Attendance occupies a lot in final grade. Just go to class and you will be fine!\",\"course_id\":\"PSYCH 456\",\"date\":\"2019-11-21 03:53:24 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"f8e638f5c0fb8106fbbb0840\",\"instructor_id\":\"rmp:2481787\",\"instructor_name\":\"Abigail Letak\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMyNDUzMTY2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2481787\"},{\"comment\":\"Would not recommend. Content itself is interesting, grading system for this class is awful. No matter how much you study, her exams are really confusing, wordy, frustrating, difficult, etc. I'm a straight-A student and got 47% on the first exam. No other grades besides 3 exams and 1 paper, so her terrible bs exams are all your grade is based on.\",\"course_id\":\"PSYCH 456\",\"date\":\"2019-12-18 01:02:10 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"1f8cdd095d39fd19212f35a3\",\"instructor_id\":\"rmp:610892\",\"instructor_name\":\"Judith Harackiewicz\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTMyNjk3NzA0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/610892\"},{\"comment\":\"I love professor H, but her tests are not great. The wording is super specific and the answer options make you choose between two options that would both fit the question. you HAVE to read the textbook and take note of experiments. You're graded on three exams which is annoying as well. I liked this class but I definitely had to work for it.\",\"course_id\":\"PSYCH 456\",\"date\":\"2020-12-17 23:17:18 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"a8fd3f24a266ddb0ae22f13a\",\"instructor_id\":\"rmp:610892\",\"instructor_name\":\"Judith Harackiewicz\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM0MTI3MjY1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/610892\"}],\"evidence_count\":4,\"review_ids\":[\"24788956df725aba0b98111c\",\"f8e638f5c0fb8106fbbb0840\",\"1f8cdd095d39fd19212f35a3\",\"a8fd3f24a266ddb0ae22f13a\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2481787\",\"name\":\"Abigail Letak\"},{\"id\":\"rmp:610892\",\"name\":\"Judith Harackiewicz\"}],\"review_year_end\":\"2020\",\"review_year_start\":\"2019\"},\"sentiment\":\"mixed\",\"summary\":\"Assessment methods vary by instructor. Letak uses quizzes and papers with no midterms, while others rely heavily on difficult multiple-choice exams. 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202\"}],\"search_phrases\":[\"social psychology\",\"experimental methodology\",\"attitudes and conformity\",\"small group behavior\",\"social interaction\",\"leadership and motivation\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"PSYCH 456\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Become an effective consumer of science – i.e., understand the methods that social psychologists use to test their research questions and be able to draw appropriate conclusions from study findings.\",\"source_url\":\"https://guide.wisc.edu/courses/psych/\"}],\"text\":\"Consume scientific research and evaluate study findings\"},{\"evidence\":[{\"course_id\":\"PSYCH 456\",\"field\":\"official_learning_outcomes\",\"outcome_index\":2,\"quote\":\"Evaluate whether research evidence provides a good test of theory.\",\"source_url\":\"https://guide.wisc.edu/courses/psych/\"}],\"text\":\"Evaluate research evidence against theoretical frameworks\"},{\"evidence\":[{\"course_id\":\"PSYCH 456\",\"field\":\"official_learning_outcomes\",\"outcome_index\":4,\"quote\":\"Think about how research findings can be used to create interventions to address real-world problems.\",\"source_url\":\"https://guide.wisc.edu/courses/psych/\"}],\"text\":\"Design interventions based on social psychological research\"}],\"summary\":{\"evidence\":[{\"course_id\":\"PSYCH 456\",\"field\":\"description\",\"quote\":\"Introduce classic and contemporary theories and research in the field, with an emphasis on experimental methodology.\",\"source_url\":\"https://guide.wisc.edu/courses/psych/\"},{\"course_id\":\"PSYCH 456\",\"field\":\"title\",\"quote\":\"SOCIAL PSYCHOLOGY\",\"source_url\":\"https://guide.wisc.edu/courses/psych/\"}],\"text\":\"Social Psychology introduces classic and contemporary theories and research with an emphasis on experimental methodology, examining individual behavior in social contexts.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"PSYCH 456\",\"field\":\"description\",\"quote\":\"Examine the psychological study of the individual in the social world, including social interaction, motivation, attitudes, conformity, communication, leadership, personal relationships, and behavior in small groups.\",\"source_url\":\"https://guide.wisc.edu/courses/psych/\"}],\"text\":\"Social interaction, motivation, attitudes, conformity, communication, leadership, personal relationships, and small group behavior\"},{\"evidence\":[{\"course_id\":\"PSYCH 456\",\"field\":\"description\",\"quote\":\"with an emphasis on experimental methodology\",\"source_url\":\"https://guide.wisc.edu/courses/psych/\"}],\"text\":\"Experimental methodology\"}]}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":false},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_ac8b1c27fdbde1a0c941dbaf","course_id":"PSYCH 456","catalog_version_id":"44b451012a5e7dd1f75bb785835231de5b5f412ef41d38e495c0acd48725f3dd","record_version_id":"cd8ec29cd4c8e5d37954f4311f71b677ac41fa3d51e369e22ff702b12c01f060","job_id":"enrich-6556a505c10f448d98d02466","output_id":"dcebe12e06705e10128fad43633815a63cb96bf5cf96a9218682f19a279814d5","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Lectures are very chaotic and boring. All of the notes in class are about niche psychology studies. The lectures are not recorded and the slides are not posted at all, but she goes through everything so quickly it is almost impossible to take notes at the same pace. Overall just do not take this class if you value your time and sanity.\",\"course_id\":\"PSYCH 456\",\"date\":\"2024-10-30 00:20:23 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"a0d84b51850f19fe7b78658e\",\"instructor_id\":\"rmp:368062\",\"instructor_name\":\"Tina Winston\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM5ODY5Njcw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/368062\"},{\"comment\":\"Tina Winston may be the worst professor I have ever come across. Her lectures are literally case study after case study, and the exams are even worse. Her wording is extremely confusing and she makes no effort to clarify. She also doesn't gaf about her students, so don't expect any sympathy from her. Never ever taking a class with her ever again.\",\"course_id\":\"PSYCH 456\",\"date\":\"2024-12-11 23:14:12 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"452075797037f6e6fe118b55\",\"instructor_id\":\"rmp:368062\",\"instructor_name\":\"Tina Winston\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQwMjM0MjUz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/368062\"},{\"comment\":\"This class was really boring and nothing like I expected getting myself into. I would not recommend this class, the lectures are really long and its just experiment after experiment and tables. no actual interesting concepts of social psych \",\"course_id\":\"PSYCH 456\",\"date\":\"2025-12-05 23:53:26 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"3a0f4c3f4d38c4e598a90f26\",\"instructor_id\":\"rmp:368062\",\"instructor_name\":\"Tina Winston\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTQyMDY0NTQy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/368062\"},{\"comment\":\"Lectures were pointless, she basically just reads off the slides. Tests were difficult sometimes. Memorization is key. She'll post slides afterward, but only half of the content. Tests are pretty much all from book content but slides in-class are helpful. No attendance but then people started not going so she added it as extra credit at end of sem.\",\"course_id\":\"PSYCH 456\",\"date\":\"2026-04-13 17:00:15 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"ecf4688c3f07235487536c78\",\"instructor_id\":\"rmp:368062\",\"instructor_name\":\"Tina Winston\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTQyODI0MzQx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/368062\"}],\"evidence_count\":4,\"review_ids\":[\"a0d84b51850f19fe7b78658e\",\"452075797037f6e6fe118b55\",\"3a0f4c3f4d38c4e598a90f26\",\"ecf4688c3f07235487536c78\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:368062\",\"name\":\"Tina Winston\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2024\"},\"sentiment\":\"negative\",\"subject_instructor_id\":\"rmp:368062\",\"summary\":\"Cited reviews criticize Tina Winston for boring, chaotic lectures that rely heavily on niche studies and slides, often describing them as disengaging or difficult to follow.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"Tina Winston may be the worst professor I have ever come across. Her lectures are literally case study after case study, and the exams are even worse. Her wording is extremely confusing and she makes no effort to clarify. She also doesn't gaf about her students, so don't expect any sympathy from her. Never ever taking a class with her ever again.\",\"course_id\":\"PSYCH 456\",\"date\":\"2024-12-11 23:14:12 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"452075797037f6e6fe118b55\",\"instructor_id\":\"rmp:368062\",\"instructor_name\":\"Tina Winston\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQwMjM0MjUz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/368062\"},{\"comment\":\"DO NOT TAKE THIS CLASS IF IT'S WITH THIS PROFESSOR!!!\\n\\nI don't know how she managed to make social psychology boring but she did- very disappointing b/c I was super interested in it before this class. Reading the textbook was genuinely much more interesting than attending lectures.\\n\\nNiche tests, brutally unfair questions. Super passive aggressive. \",\"course_id\":\"PSYCH 456\",\"date\":\"2024-12-15 01:16:07 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"4eccd94b69c26770d2f676b2\",\"instructor_id\":\"rmp:368062\",\"instructor_name\":\"Tina Winston\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQwMzAyMTU3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/368062\"},{\"comment\":\"Lectures were pretty boring and disengaging, but grading and exams were not difficult. Some strange wording on some, but overall, she was very nice and always stopped for questions. Wouldn't recommend, but she is not terrible. \",\"course_id\":\"PSYCH 456\",\"date\":\"2025-12-11 01:00:32 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"fc98ae6e4343e8b4811deb0d\",\"instructor_id\":\"rmp:368062\",\"instructor_name\":\"Tina Winston\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTQyMTYzMzEx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/368062\"},{\"comment\":\"Lectures were pointless, she basically just reads off the slides. Tests were difficult sometimes. Memorization is key. She'll post slides afterward, but only half of the content. Tests are pretty much all from book content but slides in-class are helpful. No attendance but then people started not going so she added it as extra credit at end of sem.\",\"course_id\":\"PSYCH 456\",\"date\":\"2026-04-13 17:00:15 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"ecf4688c3f07235487536c78\",\"instructor_id\":\"rmp:368062\",\"instructor_name\":\"Tina Winston\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTQyODI0MzQx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/368062\"}],\"evidence_count\":4,\"review_ids\":[\"452075797037f6e6fe118b55\",\"4eccd94b69c26770d2f676b2\",\"fc98ae6e4343e8b4811deb0d\",\"ecf4688c3f07235487536c78\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:368062\",\"name\":\"Tina Winston\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2024\"},\"sentiment\":\"mixed\",\"subject_instructor_id\":\"rmp:368062\",\"summary\":\"Reviews describe Tina Winston's exams as confusing, nitpicky, and heavily reliant on textbook memorization, though some note grading was not always difficult.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"Professor Letak is great! Lecture attendance is mandatory, but she was always super understaning when I had to miss class due to sickness or other reasons. Assignments are spaced out well so it does not seem very overwhelming for a 4-credit course. She actually cares if students do well and tries to make things more understandable!\",\"course_id\":\"PSYCH 456\",\"date\":\"2019-04-24 17:08:33 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"24788956df725aba0b98111c\",\"instructor_id\":\"rmp:2481787\",\"instructor_name\":\"Abigail Letak\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMxNjYzOTEz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2481787\"},{\"comment\":\"Definitely one of my favorite professors. Her lectures were very easy to understand and follow, but you need to show up to lecture to pass. She made learning engaging & enjoyable. She really cares about how well students are doing in her class. Assignments are spaced out and she doesn't have midterms, just papers, quizzes, & discussion posts.\",\"course_id\":\"PSYCH 456\",\"date\":\"2019-11-06 23:11:24 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"665b00e4d728a041e4bcc1cb\",\"instructor_id\":\"rmp:2481787\",\"instructor_name\":\"Abigail Letak\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMyMzcxNDcy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2481787\"},{\"comment\":\"Abby is a fantastic teacher and she really is my favorite prof in this school. She is caring, humorous, and knowledgable, especially she is young. She gives great examples for difficult terms and explain them in simple ways. No exams just really easy quizzes. Attendance occupies a lot in final grade. Just go to class and you will be fine!\",\"course_id\":\"PSYCH 456\",\"date\":\"2019-11-21 03:53:24 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"f8e638f5c0fb8106fbbb0840\",\"instructor_id\":\"rmp:2481787\",\"instructor_name\":\"Abigail Letak\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMyNDUzMTY2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2481787\"},{\"comment\":\"Professor Letak has been my favorite professor at UW so far. She is an amazing lecturer and really cares about her students health. There are 4 quizzes which aren't too difficult and she is always available to meet out of class time. Papers are relatively easy and she makes lectures super interesting. Highly recommend.\",\"course_id\":\"PSYCH 456\",\"date\":\"2019-11-25 14:43:41 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"94673ae9993fa60da5e22124\",\"instructor_id\":\"rmp:2481787\",\"instructor_name\":\"Abigail Letak\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMyNDczNDcy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2481787\"},{\"comment\":\"It is hard to find a professor better than prof Letak. She clearly plans all of her lectures for a long time and makes them very clear and easy to follow, as well as very engaging. She is a very caring professor and is great at what she does\",\"course_id\":\"PSYCH 456\",\"date\":\"2020-01-31 01:16:14 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"62efc8b85e04e1683eb8cce0\",\"instructor_id\":\"rmp:2481787\",\"instructor_name\":\"Abigail Letak\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMyODgxMzM4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2481787\"}],\"evidence_count\":5,\"review_ids\":[\"24788956df725aba0b98111c\",\"665b00e4d728a041e4bcc1cb\",\"f8e638f5c0fb8106fbbb0840\",\"94673ae9993fa60da5e22124\",\"62efc8b85e04e1683eb8cce0\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2481787\",\"name\":\"Abigail Letak\"}],\"review_year_end\":\"2020\",\"review_year_start\":\"2019\"},\"sentiment\":\"positive\",\"subject_instructor_id\":\"rmp:2481787\",\"summary\":\"Cited reviews praise Abigail Letak for being caring, engaging, and clear, noting her lectures are easy to follow and she is highly recommended by students.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Professor Letak is great! Lecture attendance is mandatory, but she was always super understaning when I had to miss class due to sickness or other reasons. Assignments are spaced out well so it does not seem very overwhelming for a 4-credit course. She actually cares if students do well and tries to make things more understandable!\",\"course_id\":\"PSYCH 456\",\"date\":\"2019-04-24 17:08:33 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"24788956df725aba0b98111c\",\"instructor_id\":\"rmp:2481787\",\"instructor_name\":\"Abigail Letak\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMxNjYzOTEz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2481787\"},{\"comment\":\"Definitely one of my favorite professors. Her lectures were very easy to understand and follow, but you need to show up to lecture to pass. She made learning engaging & enjoyable. She really cares about how well students are doing in her class. Assignments are spaced out and she doesn't have midterms, just papers, quizzes, & discussion posts.\",\"course_id\":\"PSYCH 456\",\"date\":\"2019-11-06 23:11:24 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"665b00e4d728a041e4bcc1cb\",\"instructor_id\":\"rmp:2481787\",\"instructor_name\":\"Abigail Letak\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMyMzcxNDcy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2481787\"}],\"evidence_count\":2,\"review_ids\":[\"24788956df725aba0b98111c\",\"665b00e4d728a041e4bcc1cb\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2481787\",\"name\":\"Abigail Letak\"}],\"review_year_end\":\"2019\",\"review_year_start\":\"2019\"},\"sentiment\":\"positive\",\"subject_instructor_id\":\"rmp:2481787\",\"summary\":\"Students report that Abigail Letak spaces assignments well and uses quizzes and papers rather than midterms, making the workload feel manageable.\"},{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Amazing lecturer. Very engaging and always conversing with students in class (likes to hear feedback and have conversations). Lecture material is straightforward and aligns well with textbook (definite need). Also very accessible outside class and willing to help. 100% would take again. \",\"course_id\":\"PSYCH 456\",\"date\":\"2022-12-15 21:53:34 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"89e482ee3425dd0a382e7313\",\"instructor_id\":\"rmp:2844429\",\"instructor_name\":\"Megan Bruun\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM3MTQzNTg4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2844429\"},{\"comment\":\"Professor Bruun was one of my favorite professors I've had! She is super funny, easygoing, and actually takes the time to learn student's names and get to know them. Lecture material is straightforward and easy to understand. She always takes time to answer questions and have discussions. I would recommend reading the textbook. 100% recommend!\",\"course_id\":\"PSYCH 456\",\"date\":\"2022-12-16 19:56:02 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"4bfec8db41597c212613a4c2\",\"instructor_id\":\"rmp:2844429\",\"instructor_name\":\"Megan Bruun\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM3MTU4OTI2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2844429\"},{\"comment\":\"Social psych is one of my favorite classes I've taken at UW! Megan made lectures interesting and kept everyone engaged. She was always willing to answer people's questions and explain topics in a relatable way. There is a textbook for the class, although the exams will mainly cover lecture content.\",\"course_id\":\"PSYCH 456\",\"date\":\"2022-12-18 21:19:51 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"cd9a07021123cdad1df44055\",\"instructor_id\":\"rmp:2844429\",\"instructor_name\":\"Megan Bruun\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM3MTgwNzM2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2844429\"},{\"comment\":\"Professor Bruun is probably the best professor I've had at UW. She was an absolutely amazing lecturer. She was so engaging and genuinely excited to see students learn. Her course used very clear grading criteria, and she was always so open to answering questions. Attendance was not mandatory, but it is part of your grade (with reasonable excuses).\",\"course_id\":\"PSYCH 456\",\"date\":\"2023-04-03 14:49:55 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"8b16f2d757858df7a6832b08\",\"instructor_id\":\"rmp:2844429\",\"instructor_name\":\"Megan Bruun\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM3NTcyOTI2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2844429\"}],\"evidence_count\":4,\"review_ids\":[\"89e482ee3425dd0a382e7313\",\"4bfec8db41597c212613a4c2\",\"cd9a07021123cdad1df44055\",\"8b16f2d757858df7a6832b08\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2844429\",\"name\":\"Megan Bruun\"}],\"review_year_end\":\"2023\",\"review_year_start\":\"2022\"},\"sentiment\":\"positive\",\"subject_instructor_id\":\"rmp:2844429\",\"summary\":\"Cited reviews praise Megan Bruun for being an engaging, funny, and accessible lecturer who makes material straightforward and encourages student discussion.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"Would not recommend. Content itself is interesting, grading system for this class is awful. No matter how much you study, her exams are really confusing, wordy, frustrating, difficult, etc. I'm a straight-A student and got 47% on the first exam. No other grades besides 3 exams and 1 paper, so her terrible bs exams are all your grade is based on.\",\"course_id\":\"PSYCH 456\",\"date\":\"2019-12-18 01:02:10 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"1f8cdd095d39fd19212f35a3\",\"instructor_id\":\"rmp:610892\",\"instructor_name\":\"Judith Harackiewicz\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTMyNjk3NzA0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/610892\"},{\"comment\":\"It's harder than you think it'll be. 3 tests make up 90% of your grade. VERY TEXTBOOK HEAVY. Most psych classes textbook is kinda optional, but this class it is VERY ESSENTIAL. Go to her office hours and your TAs. If you show her that you care and are committed, she will help you out. Brought my grade up by two whole letters. She's funny and sweet.\",\"course_id\":\"PSYCH 456\",\"date\":\"2020-04-10 21:00:55 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"8c765fe8f0dea0f2aa9bdcf7\",\"instructor_id\":\"rmp:610892\",\"instructor_name\":\"Judith Harackiewicz\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMzMDQ0ODI0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/610892\"},{\"comment\":\"I love professor H, but her tests are not great. The wording is super specific and the answer options make you choose between two options that would both fit the question. you HAVE to read the textbook and take note of experiments. You're graded on three exams which is annoying as well. I liked this class but I definitely had to work for it.\",\"course_id\":\"PSYCH 456\",\"date\":\"2020-12-17 23:17:18 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"a8fd3f24a266ddb0ae22f13a\",\"instructor_id\":\"rmp:610892\",\"instructor_name\":\"Judith Harackiewicz\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM0MTI3MjY1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/610892\"}],\"evidence_count\":3,\"review_ids\":[\"1f8cdd095d39fd19212f35a3\",\"8c765fe8f0dea0f2aa9bdcf7\",\"a8fd3f24a266ddb0ae22f13a\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:610892\",\"name\":\"Judith Harackiewicz\"}],\"review_year_end\":\"2020\",\"review_year_start\":\"2019\"},\"sentiment\":\"mixed\",\"subject_instructor_id\":\"rmp:610892\",\"summary\":\"Reviews of Judith Harackiewicz describe exams as difficult and specific, requiring heavy textbook reading, though some students found the professor passionate and helpful.\"}]}","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_ac8b1c27fdbde1a0c941dbaf","course_id":"PSYCH 456","catalog_version_id":"0bdcacf83d13e6dd424bd530cc65784b6057962ba0457abe6eaae503b84353a6","record_version_id":"34d8feab45c617a2ea2228d729a1d2c39c31ecd2d2152839d30a6ae8981e01e3","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"9bbf13364195d6df7200a4cd931a4af8e35798ca3d9c5f5865fe458bedb1ff50","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_ac8b1c27fdbde1a0c941dbaf","course_id":"PSYCH 456","catalog_version_id":"0bdcacf83d13e6dd424bd530cc65784b6057962ba0457abe6eaae503b84353a6","record_version_id":"34d8feab45c617a2ea2228d729a1d2c39c31ecd2d2152839d30a6ae8981e01e3","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"9bbf13364195d6df7200a4cd931a4af8e35798ca3d9c5f5865fe458bedb1ff50","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\"}],\"text\":\"Credit for PSYCH 201 or 281\"}],\"search_phrases\":[\"social psychology experimental methodology\",\"social interaction motivation attitudes conformity\",\"PSYCH 456 social world behavior\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"PSYCH 456\",\"field\":\"description\",\"quote\":\"emphasis on experimental methodology\"}],\"text\":\"Experimental methodology\"},{\"evidence\":[{\"course_id\":\"PSYCH 456\",\"field\":\"description\",\"quote\":\"Examine the psychological study of the individual in the social world\"}],\"text\":\"Psychological study of social behavior\"}],\"summary\":{\"evidence\":[{\"course_id\":\"PSYCH 456\",\"field\":\"description\",\"quote\":\"Introduce classic and contemporary theories and research in the field, with an emphasis on experimental methodology.\"}],\"text\":\"Introduces classic and contemporary social psychology theories and research with an emphasis on experimental methodology.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"PSYCH 456\",\"field\":\"description\",\"quote\":\"social interaction, motivation, attitudes, conformity, communication, leadership, personal relationships, and behavior in small groups\"}],\"text\":\"Social interaction, motivation, attitudes, conformity, communication, leadership, personal relationships, and small group behavior\"}]}","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_ac8b1c27fdbde1a0c941dbaf","course_id":"PSYCH 456","catalog_version_id":"0bdcacf83d13e6dd424bd530cc65784b6057962ba0457abe6eaae503b84353a6","record_version_id":"34d8feab45c617a2ea2228d729a1d2c39c31ecd2d2152839d30a6ae8981e01e3","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"9bbf13364195d6df7200a4cd931a4af8e35798ca3d9c5f5865fe458bedb1ff50","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Emily is very nice and seems to know her material really well. However the tests are not doable if you don't read EVERY word in the text book to supplement her rambling about 1 study for a whole class that there will be 1 question on the exam about. So little goes into your grade that a B on the first exam meant I couldn't get an A in the course.\",\"course_id\":\"PSYCH 456\",\"date\":\"2017-12-13 19:32:21 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"00002a8a3451ee9b25be190c\",\"instructor_id\":\"rmp:2320354\",\"instructor_name\":\"Emily Dix\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTI5MTg0MzM5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2320354\"},{\"comment\":\"Professor Letak is great! Lecture attendance is mandatory, but she was always super understaning when I had to miss class due to sickness or other reasons. Assignments are spaced out well so it does not seem very overwhelming for a 4-credit course. She actually cares if students do well and tries to make things more understandable!\",\"course_id\":\"PSYCH 456\",\"date\":\"2019-04-24 17:08:33 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"24788956df725aba0b98111c\",\"instructor_id\":\"rmp:2481787\",\"instructor_name\":\"Abigail Letak\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMxNjYzOTEz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2481787\"},{\"comment\":\"Amazing lecturer. Very engaging and always conversing with students in class (likes to hear feedback and have conversations). Lecture material is straightforward and aligns well with textbook (definite need). Also very accessible outside class and willing to help. 100% would take again. \",\"course_id\":\"PSYCH 456\",\"date\":\"2022-12-15 21:53:34 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"89e482ee3425dd0a382e7313\",\"instructor_id\":\"rmp:2844429\",\"instructor_name\":\"Megan Bruun\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM3MTQzNTg4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2844429\"},{\"comment\":\"Lectures are very chaotic and boring. All of the notes in class are about niche psychology studies. The lectures are not recorded and the slides are not posted at all, but she goes through everything so quickly it is almost impossible to take notes at the same pace. Overall just do not take this class if you value your time and sanity.\",\"course_id\":\"PSYCH 456\",\"date\":\"2024-10-30 00:20:23 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"a0d84b51850f19fe7b78658e\",\"instructor_id\":\"rmp:368062\",\"instructor_name\":\"Tina Winston\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM5ODY5Njcw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/368062\"}],\"evidence_count\":4,\"review_ids\":[\"00002a8a3451ee9b25be190c\",\"24788956df725aba0b98111c\",\"89e482ee3425dd0a382e7313\",\"a0d84b51850f19fe7b78658e\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2320354\",\"name\":\"Emily Dix\"},{\"id\":\"rmp:2481787\",\"name\":\"Abigail Letak\"},{\"id\":\"rmp:2844429\",\"name\":\"Megan Bruun\"},{\"id\":\"rmp:368062\",\"name\":\"Tina Winston\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2017\"},\"sentiment\":\"mixed\",\"summary\":\"Instructors vary widely in clarity. Letak and Bruun are clear and engaging, while Dix and Winston are often described as rambling, dry, or confusing.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Emily is very nice and seems to know her material really well. However the tests are not doable if you don't read EVERY word in the text book to supplement her rambling about 1 study for a whole class that there will be 1 question on the exam about. So little goes into your grade that a B on the first exam meant I couldn't get an A in the course.\",\"course_id\":\"PSYCH 456\",\"date\":\"2017-12-13 19:32:21 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"00002a8a3451ee9b25be190c\",\"instructor_id\":\"rmp:2320354\",\"instructor_name\":\"Emily Dix\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTI5MTg0MzM5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2320354\"},{\"comment\":\"Would not recommend. Content itself is interesting, grading system for this class is awful. No matter how much you study, her exams are really confusing, wordy, frustrating, difficult, etc. I'm a straight-A student and got 47% on the first exam. No other grades besides 3 exams and 1 paper, so her terrible bs exams are all your grade is based on.\",\"course_id\":\"PSYCH 456\",\"date\":\"2019-12-18 01:02:10 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"1f8cdd095d39fd19212f35a3\",\"instructor_id\":\"rmp:610892\",\"instructor_name\":\"Judith Harackiewicz\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTMyNjk3NzA0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/610892\"},{\"comment\":\"The format of this class was terrible. 1) read the textbook. 2) click through a PowerPoint with audio clips attached. Her voice is monotonous. 3) Quiz- very difficult 4) Read article. 5) Answer a nitpicky, super-detailed, and long list of questions. 6) Group Discussion post and response. I think she's trying to make us as uninterested as she can.\",\"course_id\":\"PSYCH 456\",\"date\":\"2020-07-03 20:20:35 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"c37f449dc641f9ad0d39c200\",\"instructor_id\":\"rmp:368062\",\"instructor_name\":\"Tina Winston\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMzNDgzMDUz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/368062\"},{\"comment\":\"DO NOT TAKE THIS CLASS IF IT'S WITH THIS PROFESSOR!!!\\n\\nI don't know how she managed to make social psychology boring but she did- very disappointing b/c I was super interested in it before this class. Reading the textbook was genuinely much more interesting than attending lectures.\\n\\nNiche tests, brutally unfair questions. Super passive aggressive. \",\"course_id\":\"PSYCH 456\",\"date\":\"2024-12-15 01:16:07 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"4eccd94b69c26770d2f676b2\",\"instructor_id\":\"rmp:368062\",\"instructor_name\":\"Tina Winston\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQwMzAyMTU3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/368062\"}],\"evidence_count\":4,\"review_ids\":[\"00002a8a3451ee9b25be190c\",\"1f8cdd095d39fd19212f35a3\",\"c37f449dc641f9ad0d39c200\",\"4eccd94b69c26770d2f676b2\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2320354\",\"name\":\"Emily Dix\"},{\"id\":\"rmp:368062\",\"name\":\"Tina Winston\"},{\"id\":\"rmp:610892\",\"name\":\"Judith Harackiewicz\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2017\"},\"sentiment\":\"negative\",\"summary\":\"The course is heavily textbook-dependent and requires significant self-study. Exams are often described as difficult, detailed, and confusing.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"Professor Letak is great! Lecture attendance is mandatory, but she was always super understaning when I had to miss class due to sickness or other reasons. Assignments are spaced out well so it does not seem very overwhelming for a 4-credit course. She actually cares if students do well and tries to make things more understandable!\",\"course_id\":\"PSYCH 456\",\"date\":\"2019-04-24 17:08:33 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"24788956df725aba0b98111c\",\"instructor_id\":\"rmp:2481787\",\"instructor_name\":\"Abigail Letak\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMxNjYzOTEz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2481787\"},{\"comment\":\"Abby is a fantastic teacher and she really is my favorite prof in this school. She is caring, humorous, and knowledgable, especially she is young. She gives great examples for difficult terms and explain them in simple ways. No exams just really easy quizzes. Attendance occupies a lot in final grade. Just go to class and you will be fine!\",\"course_id\":\"PSYCH 456\",\"date\":\"2019-11-21 03:53:24 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"f8e638f5c0fb8106fbbb0840\",\"instructor_id\":\"rmp:2481787\",\"instructor_name\":\"Abigail Letak\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMyNDUzMTY2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2481787\"},{\"comment\":\"Would not recommend. Content itself is interesting, grading system for this class is awful. No matter how much you study, her exams are really confusing, wordy, frustrating, difficult, etc. I'm a straight-A student and got 47% on the first exam. No other grades besides 3 exams and 1 paper, so her terrible bs exams are all your grade is based on.\",\"course_id\":\"PSYCH 456\",\"date\":\"2019-12-18 01:02:10 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"1f8cdd095d39fd19212f35a3\",\"instructor_id\":\"rmp:610892\",\"instructor_name\":\"Judith Harackiewicz\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTMyNjk3NzA0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/610892\"},{\"comment\":\"I love professor H, but her tests are not great. The wording is super specific and the answer options make you choose between two options that would both fit the question. you HAVE to read the textbook and take note of experiments. You're graded on three exams which is annoying as well. I liked this class but I definitely had to work for it.\",\"course_id\":\"PSYCH 456\",\"date\":\"2020-12-17 23:17:18 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"a8fd3f24a266ddb0ae22f13a\",\"instructor_id\":\"rmp:610892\",\"instructor_name\":\"Judith Harackiewicz\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM0MTI3MjY1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/610892\"}],\"evidence_count\":4,\"review_ids\":[\"24788956df725aba0b98111c\",\"f8e638f5c0fb8106fbbb0840\",\"1f8cdd095d39fd19212f35a3\",\"a8fd3f24a266ddb0ae22f13a\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2481787\",\"name\":\"Abigail Letak\"},{\"id\":\"rmp:610892\",\"name\":\"Judith Harackiewicz\"}],\"review_year_end\":\"2020\",\"review_year_start\":\"2019\"},\"sentiment\":\"mixed\",\"summary\":\"Assessment methods vary by instructor. Letak uses quizzes and papers with no midterms, while others rely heavily on difficult multiple-choice exams. Grading criteria are sometimes seen as unfair or nitpicky.\"}]}","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_ac8b1c27fdbde1a0c941dbaf","course_id":"PSYCH 456","catalog_version_id":"0bdcacf83d13e6dd424bd530cc65784b6057962ba0457abe6eaae503b84353a6","record_version_id":"34d8feab45c617a2ea2228d729a1d2c39c31ecd2d2152839d30a6ae8981e01e3","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"9bbf13364195d6df7200a4cd931a4af8e35798ca3d9c5f5865fe458bedb1ff50","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"50e3088b51c425527c8a4c906ae22d0e10c48521c41d2b9941fe81255e426404\",\"course_id\":\"PSYCH 456\",\"current_instructors\":[],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Emily Dix\",\"review_date\":\"2017-12-13 19:32:21 +0000 UTC\",\"review_id\":\"00002a8a3451ee9b25be190c\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2320354\",\"source_review_id\":\"UmF0aW5nLTI5MTg0MzM5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2320354\",\"type\":\"review\"},{\"instructor_name\":\"Emily Dix\",\"review_date\":\"2019-04-09 17:57:50 +0000 UTC\",\"review_id\":\"ee71e92080435120fee08d9f\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2320354\",\"source_review_id\":\"UmF0aW5nLTMxNTU4MjY3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2320354\",\"type\":\"review\"},{\"instructor_name\":\"Judith Harackiewicz\",\"review_date\":\"2019-12-18 01:02:10 +0000 UTC\",\"review_id\":\"1f8cdd095d39fd19212f35a3\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:610892\",\"source_review_id\":\"UmF0aW5nLTMyNjk3NzA0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/610892\",\"type\":\"review\"},{\"instructor_name\":\"Tina Winston\",\"review_date\":\"2020-07-03 20:20:35 +0000 UTC\",\"review_id\":\"c37f449dc641f9ad0d39c200\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:368062\",\"source_review_id\":\"UmF0aW5nLTMzNDgzMDUz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/368062\",\"type\":\"review\"},{\"instructor_name\":\"Judith Harackiewicz\",\"review_date\":\"2020-12-18 19:44:39 +0000 UTC\",\"review_id\":\"74c185a9fc1c8e065e320304\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:610892\",\"source_review_id\":\"UmF0aW5nLTM0MTM5MTEw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/610892\",\"type\":\"review\"},{\"instructor_name\":\"Tina Winston\",\"review_date\":\"2024-12-19 16:18:38 +0000 UTC\",\"review_id\":\"1fcdf3e8a32e33be3f99646e\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:368062\",\"source_review_id\":\"UmF0aW5nLTQwMzgxNzYw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/368062\",\"type\":\"review\"},{\"instructor_name\":\"Tina Winston\",\"review_date\":\"2026-04-13 17:00:15 +0000 UTC\",\"review_id\":\"ecf4688c3f07235487536c78\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:368062\",\"source_review_id\":\"UmF0aW5nLTQyODI0MzQx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/368062\",\"type\":\"review\"}],\"text\":\"Historical reviews of Emily Dix, Judith Harackiewicz, Tina Winston: Workload often involves extensive textbook reading and detailed, difficult exams that require memorization. Some instructors make attendance mandatory or grade heavily on confusing, wordy tests, while others offer spaced assignments and clear grading criteria.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Emily Dix\",\"review_date\":\"2017-12-13 19:32:21 +0000 UTC\",\"review_id\":\"00002a8a3451ee9b25be190c\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2320354\",\"source_review_id\":\"UmF0aW5nLTI5MTg0MzM5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2320354\",\"type\":\"review\"},{\"instructor_name\":\"Emily Dix\",\"review_date\":\"2019-04-09 17:57:50 +0000 UTC\",\"review_id\":\"ee71e92080435120fee08d9f\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2320354\",\"source_review_id\":\"UmF0aW5nLTMxNTU4MjY3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2320354\",\"type\":\"review\"}],\"text\":\"Historical reviews of Emily Dix: Emily Dix is described as nice and knowledgeable but criticized for dry, rambling lectures and extremely detailed exams that require exhaustive textbook reading. Reviewers found the grading harsh and the course experience less engaging than other options.\"}],\"message\":null,\"offered\":false,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Abigail Letak\",\"review_date\":\"2019-04-24 17:08:33 +0000 UTC\",\"review_id\":\"24788956df725aba0b98111c\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2481787\",\"source_review_id\":\"UmF0aW5nLTMxNjYzOTEz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2481787\",\"type\":\"review\"},{\"instructor_name\":\"Abigail Letak\",\"review_date\":\"2020-01-31 01:16:14 +0000 UTC\",\"review_id\":\"62efc8b85e04e1683eb8cce0\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2481787\",\"source_review_id\":\"UmF0aW5nLTMyODgxMzM4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2481787\",\"type\":\"review\"},{\"instructor_name\":\"Megan Bruun\",\"review_date\":\"2022-12-15 21:53:34 +0000 UTC\",\"review_id\":\"89e482ee3425dd0a382e7313\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2844429\",\"source_review_id\":\"UmF0aW5nLTM3MTQzNTg4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2844429\",\"type\":\"review\"},{\"instructor_name\":\"Megan Bruun\",\"review_date\":\"2022-12-18 21:19:51 +0000 UTC\",\"review_id\":\"cd9a07021123cdad1df44055\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2844429\",\"source_review_id\":\"UmF0aW5nLTM3MTgwNzM2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2844429\",\"type\":\"review\"},{\"instructor_name\":\"Megan Bruun\",\"review_date\":\"2023-04-03 14:49:55 +0000 UTC\",\"review_id\":\"8b16f2d757858df7a6832b08\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2844429\",\"source_review_id\":\"UmF0aW5nLTM3NTcyOTI2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2844429\",\"type\":\"review\"}],\"text\":\"Historical reviews of Abigail Letak, Megan Bruun: Students highly recommend the course when taught by engaging instructors like Abigail Letak and Megan Bruun, praising their clear lectures and caring nature. Conversely, reviews for Emily Dix, Judith Harackiewicz, and Tina Winston highlight significant frustrations with dry teaching, confusing exams, and passive-aggressive attitudes, though one review for Harackiewicz was positive.\"},{\"citations\":[{\"course_id\":\"PSYCH 456\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"be59f649-e83c-30ab-98ac-cbf7d434b6bf\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"PSYCH 456\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"be59f649-e83c-30ab-98ac-cbf7d434b6bf\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"PSYCH 456\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"be59f649-e83c-30ab-98ac-cbf7d434b6bf\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2024: 3.19 GPA, 43.8% A/AB (n=267 letter grades); Fall 2025: 3.32 GPA, 58.7% A/AB (n=184 letter grades); Spring 2026: 3.50 GPA, 71.0% A/AB (n=193 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Abigail Letak\",\"review_date\":\"2019-04-24 17:08:33 +0000 UTC\",\"review_id\":\"24788956df725aba0b98111c\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2481787\",\"source_review_id\":\"UmF0aW5nLTMxNjYzOTEz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2481787\",\"type\":\"review\"},{\"instructor_name\":\"Abigail Letak\",\"review_date\":\"2020-01-31 01:16:14 +0000 UTC\",\"review_id\":\"62efc8b85e04e1683eb8cce0\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2481787\",\"source_review_id\":\"UmF0aW5nLTMyODgxMzM4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2481787\",\"type\":\"review\"},{\"instructor_name\":\"Megan Bruun\",\"review_date\":\"2022-12-15 21:53:34 +0000 UTC\",\"review_id\":\"89e482ee3425dd0a382e7313\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2844429\",\"source_review_id\":\"UmF0aW5nLTM3MTQzNTg4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2844429\",\"type\":\"review\"},{\"instructor_name\":\"Megan Bruun\",\"review_date\":\"2022-12-18 21:19:51 +0000 UTC\",\"review_id\":\"cd9a07021123cdad1df44055\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2844429\",\"source_review_id\":\"UmF0aW5nLTM3MTgwNzM2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2844429\",\"type\":\"review\"},{\"instructor_name\":\"Megan Bruun\",\"review_date\":\"2023-04-03 14:49:55 +0000 UTC\",\"review_id\":\"8b16f2d757858df7a6832b08\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2844429\",\"source_review_id\":\"UmF0aW5nLTM3NTcyOTI2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2844429\",\"type\":\"review\"}],\"text\":\"Historical reviews of Abigail Letak, Megan Bruun: With supportive professors, students find the material interesting and lectures engaging, with accessible instructors who explain topics clearly and answer questions.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"PSYCH 456\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"be59f649-e83c-30ab-98ac-cbf7d434b6bf\",\"source_record\":{\"entity_id\":\"be59f649-e83c-30ab-98ac-cbf7d434b6bf\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"PSYCH 456\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"be59f649-e83c-30ab-98ac-cbf7d434b6bf\",\"source_record\":{\"entity_id\":\"be59f649-e83c-30ab-98ac-cbf7d434b6bf\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"},{\"course_id\":\"PSYCH 456\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"be59f649-e83c-30ab-98ac-cbf7d434b6bf\",\"source_record\":{\"entity_id\":\"be59f649-e83c-30ab-98ac-cbf7d434b6bf\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"}],\"text\":\"ABIGAIL LETAK is recorded teaching in Fall 2018, Spring 2019, Fall 2019. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"PSYCH 456\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"be59f649-e83c-30ab-98ac-cbf7d434b6bf\",\"source_record\":{\"entity_id\":\"be59f649-e83c-30ab-98ac-cbf7d434b6bf\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"PSYCH 456\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"be59f649-e83c-30ab-98ac-cbf7d434b6bf\",\"source_record\":{\"entity_id\":\"be59f649-e83c-30ab-98ac-cbf7d434b6bf\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"}],\"text\":\"EMILY DIX is recorded teaching in Fall 2017, Fall 2018. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"PSYCH 456\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"be59f649-e83c-30ab-98ac-cbf7d434b6bf\",\"source_record\":{\"entity_id\":\"be59f649-e83c-30ab-98ac-cbf7d434b6bf\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"PSYCH 456\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"be59f649-e83c-30ab-98ac-cbf7d434b6bf\",\"source_record\":{\"entity_id\":\"be59f649-e83c-30ab-98ac-cbf7d434b6bf\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"PSYCH 456\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"be59f649-e83c-30ab-98ac-cbf7d434b6bf\",\"source_record\":{\"entity_id\":\"be59f649-e83c-30ab-98ac-cbf7d434b6bf\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"PSYCH 456\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"be59f649-e83c-30ab-98ac-cbf7d434b6bf\",\"source_record\":{\"entity_id\":\"be59f649-e83c-30ab-98ac-cbf7d434b6bf\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"}],\"text\":\"JUDITH HARACKIEWICZ is recorded teaching in Fall 2019, Fall 2020. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"PSYCH 456\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"be59f649-e83c-30ab-98ac-cbf7d434b6bf\",\"source_record\":{\"entity_id\":\"be59f649-e83c-30ab-98ac-cbf7d434b6bf\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"}],\"text\":\"MEGAN BRUUN is recorded teaching in Fall 2022. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"PSYCH 456\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"be59f649-e83c-30ab-98ac-cbf7d434b6bf\",\"source_record\":{\"entity_id\":\"be59f649-e83c-30ab-98ac-cbf7d434b6bf\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"PSYCH 456\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"be59f649-e83c-30ab-98ac-cbf7d434b6bf\",\"source_record\":{\"entity_id\":\"be59f649-e83c-30ab-98ac-cbf7d434b6bf\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"PSYCH 456\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"be59f649-e83c-30ab-98ac-cbf7d434b6bf\",\"source_record\":{\"entity_id\":\"be59f649-e83c-30ab-98ac-cbf7d434b6bf\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"TINA WINSTON is recorded teaching in Fall 2024, Fall 2025. Recorded history may be incomplete and does not establish a future schedule.\"}],\"term_id\":\"1272\",\"term_name\":\"2026 Fall\",\"version\":2}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false}]