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behavior\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_ac8b1c27fdbde1a0c941dbaf","course_id":"PSYCH 456","catalog_version_id":"0bdcacf83d13e6dd424bd530cc65784b6057962ba0457abe6eaae503b84353a6","record_version_id":"34d8feab45c617a2ea2228d729a1d2c39c31ecd2d2152839d30a6ae8981e01e3","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"d1e39bc113f2890e04ef8737e9ebee33e9f11917753796f4a6560f9b97bad396","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. 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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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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":true},{"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":true}]