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Her lectures were a bit dry, but it was nice that the information wasn't too difficult. The readings are also quite lengthy, but the lectures follow the readings exactly, so pretty easy to skim. Prof. Pflum was very responsive to the class's needs, and I would definitely take her again.\",\"course_id\":\"PSYCH 403\",\"date\":\"2021-04-26 21:03:03 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"6bf0ec82011ee230d61eb92b\",\"instructor_id\":\"rmp:2679421\",\"instructor_name\":\"Madeline Pflum\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM0NjI4NTIz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2679421\"},{\"comment\":\"Prof. Pflum is super nice, but not the best lecturer. She reads directly from the slides word for word, which are word for word from the textbook. I read before class and then was very bored during lecture listening to her repeat everything. She mentioned she has clinical psychology experience and you can tell she knows her stuff though.\",\"course_id\":\"PSYCH 403\",\"date\":\"2021-04-29 18:33:12 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"047707f179eba120f8fd490f\",\"instructor_id\":\"rmp:2679421\",\"instructor_name\":\"Madeline Pflum\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM0NjU5NzE1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2679421\"},{\"comment\":\"- Adds no value to lecture slides. Reads off the slides word-for-word for an hour.\\n\\n\\n- Distinct lack of passion for subject matter.\\n\\n\\n- Gate-keeps information. Considering attendance to lectures is already graded, it seems redundant to withdraw the valuable information from the uploaded slides. Not showing up already hurts your grade enough.\",\"course_id\":\"PSYCH 403\",\"date\":\"2022-11-07 17:30:14 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"7e56878248cb4ef60dc17dc0\",\"instructor_id\":\"rmp:2840399\",\"instructor_name\":\"Stephanie Carpenter\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM2NzkwMDE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2840399\"},{\"comment\":\"I would never take any class where Stephanie is teaching. She lectures a lot which is fine, but she seem like she hates her job. She is boring and hard to pay attention too. She created a review packet for each midterm but the test was nothing like the test. \",\"course_id\":\"PSYCH 403\",\"date\":\"2022-11-10 21:33:52 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"efa37fade62531b5eaf0b5c1\",\"instructor_id\":\"rmp:2840399\",\"instructor_name\":\"Stephanie Carpenter\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM2ODEzNDU1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2840399\"}],\"evidence_count\":4,\"review_ids\":[\"6bf0ec82011ee230d61eb92b\",\"047707f179eba120f8fd490f\",\"7e56878248cb4ef60dc17dc0\",\"efa37fade62531b5eaf0b5c1\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2679421\",\"name\":\"Madeline Pflum\"},{\"id\":\"rmp:2840399\",\"name\":\"Stephanie Carpenter\"}],\"review_year_end\":\"2022\",\"review_year_start\":\"2021\"},\"sentiment\":\"mixed\",\"summary\":\"Reviews are polarized; some find Pflum clear and organized while others find her lectures monotonous and unengaging. Carpenter is frequently criticized for boring, slide-reading lectures, though some find her clear.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Prof. Pflum's lectures weren't always engaging to watch but she's very organized, direct, and reasonable. She was always kind and extremely helpful when I reached out for help. Anyone who says this class was hard just wasn't reading the textbook. The textbook is actually incredibly well written and informative so utilize it.\",\"course_id\":\"PSYCH 403\",\"date\":\"2021-05-12 00:58:24 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"baf4f1cb4548cd5ec01361ec\",\"instructor_id\":\"rmp:2679421\",\"instructor_name\":\"Madeline Pflum\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM0NzY5ODkz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2679421\"},{\"comment\":\"Professor Pflum was a great lecturer. She was very clear and easy to understand. Also very approachable. There aren't many assignments, but quite a bit of reading, so be prepared for that.\",\"course_id\":\"PSYCH 403\",\"date\":\"2021-12-10 01:39:14 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"afcb4d07bc16bea019f3f6cc\",\"instructor_id\":\"rmp:2679421\",\"instructor_name\":\"Madeline Pflum\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM1NDQ5MTM5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2679421\"},{\"comment\":\"psych 405:\\nUtterly awful, never hated a professor more in my life. She's condescending, rude, +her lectures repeat the textbook word-for-word. Yes, her exams are hard, that's true, but they seem to include multiple right answers and are TERRIBLY worded--awful for anyone with test anxiety. You will need to memorize the textbook cover to cover. \",\"course_id\":\"PSYCH 403\",\"date\":\"2023-11-14 07:00:56 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"2f8cc5e895f558b1607a512c\",\"instructor_id\":\"rmp:2679421\",\"instructor_name\":\"Madeline Pflum\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM4Mzg2OTA2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2679421\"},{\"comment\":\"It's clear that she knows the subject matter pretty well but expect to read the textbook from cover to cover (a few questions on the exams will reference the text and other assigned readings). The homework reports are all easy but the exams can  require a decent amount of straight memorization. She makes study guides but they don't cover everything\",\"course_id\":\"PSYCH 403\",\"date\":\"2025-05-05 01:51:15 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"b352f431969512e15e33c003\",\"instructor_id\":\"rmp:2679421\",\"instructor_name\":\"Madeline Pflum\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTQxMTU2NjA2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2679421\"}],\"evidence_count\":4,\"review_ids\":[\"baf4f1cb4548cd5ec01361ec\",\"afcb4d07bc16bea019f3f6cc\",\"2f8cc5e895f558b1607a512c\",\"b352f431969512e15e33c003\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2679421\",\"name\":\"Madeline Pflum\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2021\"},\"sentiment\":\"mixed\",\"summary\":\"The course involves significant reading from the textbook, which is often considered necessary for exams. Some students find the workload manageable with study guides, while others feel they must memorize the entire book.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"She has been so accommodating with COVID and coming back to school in-person. She has pre-recorded lectures and gives easy small attendance points. Tests are not hard, just watching the lectures and basic review will do!\",\"course_id\":\"PSYCH 403\",\"date\":\"2021-11-29 03:09:26 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"0f5f7791f2e9c6b6f249a228\",\"instructor_id\":\"rmp:2679421\",\"instructor_name\":\"Madeline Pflum\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM1MzA4OTkx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2679421\"},{\"comment\":\"Professor Pflum is an example of how being nice does not necessarily translate into "good teacher". Her lectures are read word for word off the slides which becomes so monotonous it is hard to focus. You're essentially graded off of exams which go way more in depth than the slides so be ready to read. Just disappointed in what I "learned".\",\"course_id\":\"PSYCH 403\",\"date\":\"2021-12-23 15:57:45 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"70a9af6a450b8d9b49a3b529\",\"instructor_id\":\"rmp:2679421\",\"instructor_name\":\"Madeline Pflum\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM1NjQxNzY1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2679421\"},{\"comment\":\"psych 405:\\nUtterly awful, never hated a professor more in my life. She's condescending, rude, +her lectures repeat the textbook word-for-word. Yes, her exams are hard, that's true, but they seem to include multiple right answers and are TERRIBLY worded--awful for anyone with test anxiety. You will need to memorize the textbook cover to cover. \",\"course_id\":\"PSYCH 403\",\"date\":\"2023-11-14 07:00:56 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"2f8cc5e895f558b1607a512c\",\"instructor_id\":\"rmp:2679421\",\"instructor_name\":\"Madeline Pflum\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM4Mzg2OTA2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2679421\"},{\"comment\":\"Overall, she was very knowledgeable in the material, but lectures were boring as they covered everything the textbook says. Exams were tricky, and study guides did not help (as they did not cover everything that will be on the exam). I thought some exam questions were worded poorly. Not the worst prof ever, but not the best. \",\"course_id\":\"PSYCH 403\",\"date\":\"2025-05-13 22:23:43 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"f2da89167c81d59f289e2463\",\"instructor_id\":\"rmp:2679421\",\"instructor_name\":\"Madeline Pflum\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTQxMjcyMzE1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2679421\"}],\"evidence_count\":4,\"review_ids\":[\"0f5f7791f2e9c6b6f249a228\",\"70a9af6a450b8d9b49a3b529\",\"2f8cc5e895f558b1607a512c\",\"f2da89167c81d59f289e2463\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2679421\",\"name\":\"Madeline Pflum\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2021\"},\"sentiment\":\"mixed\",\"summary\":\"Exams are generally described as straightforward if students study the textbook and lecture slides, but some find them tricky, detail-heavy, or poorly worded. There are multiple midterms and a final or paper.\"},{\"aspect\":\"organization\",\"evidence\":[{\"comment\":\"Prof. Pflum's lectures weren't always engaging to watch but she's very organized, direct, and reasonable. She was always kind and extremely helpful when I reached out for help. Anyone who says this class was hard just wasn't reading the textbook. The textbook is actually incredibly well written and informative so utilize it.\",\"course_id\":\"PSYCH 403\",\"date\":\"2021-05-12 00:58:24 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"baf4f1cb4548cd5ec01361ec\",\"instructor_id\":\"rmp:2679421\",\"instructor_name\":\"Madeline Pflum\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM0NzY5ODkz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2679421\"},{\"comment\":\"She has been so accommodating with COVID and coming back to school in-person. She has pre-recorded lectures and gives easy small attendance points. Tests are not hard, just watching the lectures and basic review will do!\",\"course_id\":\"PSYCH 403\",\"date\":\"2021-11-29 03:09:26 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"0f5f7791f2e9c6b6f249a228\",\"instructor_id\":\"rmp:2679421\",\"instructor_name\":\"Madeline Pflum\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM1MzA4OTkx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2679421\"},{\"comment\":\"Professor Carpenter was a good instructor. Lectures can be boring but that happens for all professors. Textbook and other assigned readings are helpful for understanding the content. Homework isn't difficult. Offers extra credit assignments, which can help boost your grade a bit. Provides you with a study guide for each exam to help you study.\",\"course_id\":\"PSYCH 403\",\"date\":\"2022-12-18 05:11:44 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"864d4898ed0bd21baa88486c\",\"instructor_id\":\"rmp:2840399\",\"instructor_name\":\"Stephanie Carpenter\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM3MTc2NzE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2840399\"},{\"comment\":\"PSYCH 405---She was very unorganized with opening assigments, getting exam grades back (all MC), and laying out what assignments are due. Her exams are straight from the book (detail heavy), lecture content skips over a lot of exam material, and pre- and post- class quizzes weren't unlocked on Canvas. Read book and must attend lecture for credit. \",\"course_id\":\"PSYCH 403\",\"date\":\"2023-11-15 20:30:33 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"1b219410a23fe98f46fdb7d1\",\"instructor_id\":\"rmp:2679421\",\"instructor_name\":\"Madeline Pflum\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM4Mzk5MDQ2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2679421\"}],\"evidence_count\":4,\"review_ids\":[\"baf4f1cb4548cd5ec01361ec\",\"0f5f7791f2e9c6b6f249a228\",\"864d4898ed0bd21baa88486c\",\"1b219410a23fe98f46fdb7d1\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2679421\",\"name\":\"Madeline Pflum\"},{\"id\":\"rmp:2840399\",\"name\":\"Stephanie Carpenter\"}],\"review_year_end\":\"2023\",\"review_year_start\":\"2021\"},\"sentiment\":\"positive\",\"summary\":\"Pflum is often described as organized, reasonable, and accommodating. Carpenter is also seen as providing study guides and extra credit, though some find her organization lacking.\"}]}","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_d7ab287023ed108e85984abd","course_id":"PSYCH 403","catalog_version_id":"ce68d735f67f02169abf9a08726a93e2fc7a83bc4af52192933f8b186bcc4461","record_version_id":"915639904a1d1e041c6534cd28d190e61777baeadc40cb0f55924956f87edcf3","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"66fdc917c295aca8bbf5dbba137fc5bc00410e9b8b02978c4eb6af46f134b617","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":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_d7ab287023ed108e85984abd","course_id":"PSYCH 403","catalog_version_id":"ce68d735f67f02169abf9a08726a93e2fc7a83bc4af52192933f8b186bcc4461","record_version_id":"915639904a1d1e041c6534cd28d190e61777baeadc40cb0f55924956f87edcf3","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"66fdc917c295aca8bbf5dbba137fc5bc00410e9b8b02978c4eb6af46f134b617","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"PSYCH 202\",\"field\":\"description\",\"quote\":\"Behavior, including its development, motivation, frustrations, emotion, intelligence, learning, forgetting, personality, language, thinking, and social behavior.\"}],\"text\":\"Introduction to psychology covering behavior, development, and personality basics\"}],\"search_phrases\":[\"psychology of personality course\",\"PSYCH 403 personality development\",\"advanced personality psychology\"],\"skills_taught\":[],\"summary\":{\"evidence\":[{\"course_id\":\"PSYCH 403\",\"field\":\"description\",\"quote\":\"Organization and development of the personality.\"}],\"text\":\"PSYCH 403 covers the organization and development of the personality.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"PSYCH 403\",\"field\":\"description\",\"quote\":\"Organization and development of the personality.\"}],\"text\":\"Personality organization and development\"}]}","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_d7ab287023ed108e85984abd","course_id":"PSYCH 403","catalog_version_id":"ce68d735f67f02169abf9a08726a93e2fc7a83bc4af52192933f8b186bcc4461","record_version_id":"915639904a1d1e041c6534cd28d190e61777baeadc40cb0f55924956f87edcf3","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"66fdc917c295aca8bbf5dbba137fc5bc00410e9b8b02978c4eb6af46f134b617","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Prof. Pflum is very caring and responsive to her students. Her lectures were a bit dry, but it was nice that the information wasn't too difficult. The readings are also quite lengthy, but the lectures follow the readings exactly, so pretty easy to skim. Prof. Pflum was very responsive to the class's needs, and I would definitely take her again.\",\"course_id\":\"PSYCH 403\",\"date\":\"2021-04-26 21:03:03 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"6bf0ec82011ee230d61eb92b\",\"instructor_id\":\"rmp:2679421\",\"instructor_name\":\"Madeline Pflum\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM0NjI4NTIz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2679421\"},{\"comment\":\"Prof. Pflum is super nice, but not the best lecturer. She reads directly from the slides word for word, which are word for word from the textbook. I read before class and then was very bored during lecture listening to her repeat everything. She mentioned she has clinical psychology experience and you can tell she knows her stuff though.\",\"course_id\":\"PSYCH 403\",\"date\":\"2021-04-29 18:33:12 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"047707f179eba120f8fd490f\",\"instructor_id\":\"rmp:2679421\",\"instructor_name\":\"Madeline Pflum\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM0NjU5NzE1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2679421\"},{\"comment\":\"- Adds no value to lecture slides. Reads off the slides word-for-word for an hour.\\n\\n\\n- Distinct lack of passion for subject matter.\\n\\n\\n- Gate-keeps information. Considering attendance to lectures is already graded, it seems redundant to withdraw the valuable information from the uploaded slides. Not showing up already hurts your grade enough.\",\"course_id\":\"PSYCH 403\",\"date\":\"2022-11-07 17:30:14 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"7e56878248cb4ef60dc17dc0\",\"instructor_id\":\"rmp:2840399\",\"instructor_name\":\"Stephanie Carpenter\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM2NzkwMDE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2840399\"},{\"comment\":\"I would never take any class where Stephanie is teaching. She lectures a lot which is fine, but she seem like she hates her job. She is boring and hard to pay attention too. She created a review packet for each midterm but the test was nothing like the test. \",\"course_id\":\"PSYCH 403\",\"date\":\"2022-11-10 21:33:52 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"efa37fade62531b5eaf0b5c1\",\"instructor_id\":\"rmp:2840399\",\"instructor_name\":\"Stephanie Carpenter\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM2ODEzNDU1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2840399\"}],\"evidence_count\":4,\"review_ids\":[\"6bf0ec82011ee230d61eb92b\",\"047707f179eba120f8fd490f\",\"7e56878248cb4ef60dc17dc0\",\"efa37fade62531b5eaf0b5c1\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2679421\",\"name\":\"Madeline Pflum\"},{\"id\":\"rmp:2840399\",\"name\":\"Stephanie Carpenter\"}],\"review_year_end\":\"2022\",\"review_year_start\":\"2021\"},\"sentiment\":\"mixed\",\"summary\":\"Reviews are polarized; some find Pflum clear and organized while others find her lectures monotonous and unengaging. Carpenter is frequently criticized for boring, slide-reading lectures, though some find her clear.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Prof. Pflum's lectures weren't always engaging to watch but she's very organized, direct, and reasonable. She was always kind and extremely helpful when I reached out for help. Anyone who says this class was hard just wasn't reading the textbook. The textbook is actually incredibly well written and informative so utilize it.\",\"course_id\":\"PSYCH 403\",\"date\":\"2021-05-12 00:58:24 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"baf4f1cb4548cd5ec01361ec\",\"instructor_id\":\"rmp:2679421\",\"instructor_name\":\"Madeline Pflum\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM0NzY5ODkz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2679421\"},{\"comment\":\"Professor Pflum was a great lecturer. She was very clear and easy to understand. Also very approachable. There aren't many assignments, but quite a bit of reading, so be prepared for that.\",\"course_id\":\"PSYCH 403\",\"date\":\"2021-12-10 01:39:14 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"afcb4d07bc16bea019f3f6cc\",\"instructor_id\":\"rmp:2679421\",\"instructor_name\":\"Madeline Pflum\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM1NDQ5MTM5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2679421\"},{\"comment\":\"psych 405:\\nUtterly awful, never hated a professor more in my life. She's condescending, rude, +her lectures repeat the textbook word-for-word. Yes, her exams are hard, that's true, but they seem to include multiple right answers and are TERRIBLY worded--awful for anyone with test anxiety. You will need to memorize the textbook cover to cover. \",\"course_id\":\"PSYCH 403\",\"date\":\"2023-11-14 07:00:56 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"2f8cc5e895f558b1607a512c\",\"instructor_id\":\"rmp:2679421\",\"instructor_name\":\"Madeline Pflum\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM4Mzg2OTA2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2679421\"},{\"comment\":\"It's clear that she knows the subject matter pretty well but expect to read the textbook from cover to cover (a few questions on the exams will reference the text and other assigned readings). The homework reports are all easy but the exams can  require a decent amount of straight memorization. She makes study guides but they don't cover everything\",\"course_id\":\"PSYCH 403\",\"date\":\"2025-05-05 01:51:15 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"b352f431969512e15e33c003\",\"instructor_id\":\"rmp:2679421\",\"instructor_name\":\"Madeline Pflum\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTQxMTU2NjA2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2679421\"}],\"evidence_count\":4,\"review_ids\":[\"baf4f1cb4548cd5ec01361ec\",\"afcb4d07bc16bea019f3f6cc\",\"2f8cc5e895f558b1607a512c\",\"b352f431969512e15e33c003\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2679421\",\"name\":\"Madeline Pflum\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2021\"},\"sentiment\":\"mixed\",\"summary\":\"The course involves significant reading from the textbook, which is often considered necessary for exams. Some students find the workload manageable with study guides, while others feel they must memorize the entire book.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"She has been so accommodating with COVID and coming back to school in-person. She has pre-recorded lectures and gives easy small attendance points. Tests are not hard, just watching the lectures and basic review will do!\",\"course_id\":\"PSYCH 403\",\"date\":\"2021-11-29 03:09:26 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"0f5f7791f2e9c6b6f249a228\",\"instructor_id\":\"rmp:2679421\",\"instructor_name\":\"Madeline Pflum\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM1MzA4OTkx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2679421\"},{\"comment\":\"Professor Pflum is an example of how being nice does not necessarily translate into "good teacher". Her lectures are read word for word off the slides which becomes so monotonous it is hard to focus. You're essentially graded off of exams which go way more in depth than the slides so be ready to read. Just disappointed in what I "learned".\",\"course_id\":\"PSYCH 403\",\"date\":\"2021-12-23 15:57:45 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"70a9af6a450b8d9b49a3b529\",\"instructor_id\":\"rmp:2679421\",\"instructor_name\":\"Madeline Pflum\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM1NjQxNzY1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2679421\"},{\"comment\":\"psych 405:\\nUtterly awful, never hated a professor more in my life. She's condescending, rude, +her lectures repeat the textbook word-for-word. Yes, her exams are hard, that's true, but they seem to include multiple right answers and are TERRIBLY worded--awful for anyone with test anxiety. You will need to memorize the textbook cover to cover. \",\"course_id\":\"PSYCH 403\",\"date\":\"2023-11-14 07:00:56 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"2f8cc5e895f558b1607a512c\",\"instructor_id\":\"rmp:2679421\",\"instructor_name\":\"Madeline Pflum\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM4Mzg2OTA2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2679421\"},{\"comment\":\"Overall, she was very knowledgeable in the material, but lectures were boring as they covered everything the textbook says. Exams were tricky, and study guides did not help (as they did not cover everything that will be on the exam). I thought some exam questions were worded poorly. Not the worst prof ever, but not the best. \",\"course_id\":\"PSYCH 403\",\"date\":\"2025-05-13 22:23:43 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"f2da89167c81d59f289e2463\",\"instructor_id\":\"rmp:2679421\",\"instructor_name\":\"Madeline Pflum\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTQxMjcyMzE1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2679421\"}],\"evidence_count\":4,\"review_ids\":[\"0f5f7791f2e9c6b6f249a228\",\"70a9af6a450b8d9b49a3b529\",\"2f8cc5e895f558b1607a512c\",\"f2da89167c81d59f289e2463\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2679421\",\"name\":\"Madeline Pflum\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2021\"},\"sentiment\":\"mixed\",\"summary\":\"Exams are generally described as straightforward if students study the textbook and lecture slides, but some find them tricky, detail-heavy, or poorly worded. There are multiple midterms and a final or paper.\"},{\"aspect\":\"organization\",\"evidence\":[{\"comment\":\"Prof. Pflum's lectures weren't always engaging to watch but she's very organized, direct, and reasonable. She was always kind and extremely helpful when I reached out for help. Anyone who says this class was hard just wasn't reading the textbook. The textbook is actually incredibly well written and informative so utilize it.\",\"course_id\":\"PSYCH 403\",\"date\":\"2021-05-12 00:58:24 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"baf4f1cb4548cd5ec01361ec\",\"instructor_id\":\"rmp:2679421\",\"instructor_name\":\"Madeline Pflum\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM0NzY5ODkz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2679421\"},{\"comment\":\"She has been so accommodating with COVID and coming back to school in-person. She has pre-recorded lectures and gives easy small attendance points. Tests are not hard, just watching the lectures and basic review will do!\",\"course_id\":\"PSYCH 403\",\"date\":\"2021-11-29 03:09:26 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"0f5f7791f2e9c6b6f249a228\",\"instructor_id\":\"rmp:2679421\",\"instructor_name\":\"Madeline Pflum\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM1MzA4OTkx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2679421\"},{\"comment\":\"Professor Carpenter was a good instructor. Lectures can be boring but that happens for all professors. Textbook and other assigned readings are helpful for understanding the content. Homework isn't difficult. Offers extra credit assignments, which can help boost your grade a bit. Provides you with a study guide for each exam to help you study.\",\"course_id\":\"PSYCH 403\",\"date\":\"2022-12-18 05:11:44 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"864d4898ed0bd21baa88486c\",\"instructor_id\":\"rmp:2840399\",\"instructor_name\":\"Stephanie Carpenter\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM3MTc2NzE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2840399\"},{\"comment\":\"PSYCH 405---She was very unorganized with opening assigments, getting exam grades back (all MC), and laying out what assignments are due. Her exams are straight from the book (detail heavy), lecture content skips over a lot of exam material, and pre- and post- class quizzes weren't unlocked on Canvas. Read book and must attend lecture for credit. \",\"course_id\":\"PSYCH 403\",\"date\":\"2023-11-15 20:30:33 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"1b219410a23fe98f46fdb7d1\",\"instructor_id\":\"rmp:2679421\",\"instructor_name\":\"Madeline Pflum\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM4Mzk5MDQ2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2679421\"}],\"evidence_count\":4,\"review_ids\":[\"baf4f1cb4548cd5ec01361ec\",\"0f5f7791f2e9c6b6f249a228\",\"864d4898ed0bd21baa88486c\",\"1b219410a23fe98f46fdb7d1\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2679421\",\"name\":\"Madeline Pflum\"},{\"id\":\"rmp:2840399\",\"name\":\"Stephanie Carpenter\"}],\"review_year_end\":\"2023\",\"review_year_start\":\"2021\"},\"sentiment\":\"positive\",\"summary\":\"Pflum is often described as organized, reasonable, and accommodating. Carpenter is also seen as providing study guides and extra credit, though some find her organization lacking.\"}]}","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_d7ab287023ed108e85984abd","course_id":"PSYCH 403","catalog_version_id":"ce68d735f67f02169abf9a08726a93e2fc7a83bc4af52192933f8b186bcc4461","record_version_id":"915639904a1d1e041c6534cd28d190e61777baeadc40cb0f55924956f87edcf3","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"66fdc917c295aca8bbf5dbba137fc5bc00410e9b8b02978c4eb6af46f134b617","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"e860e655af622e9d5e5aae2ff591b891cf403a86ac536a06d798b37d319cf8d5\",\"course_id\":\"PSYCH 403\",\"current_instructors\":[{\"instructor_uid\":\"instructor_d7120add5ae951734904b425\",\"message\":\"No course-specific reviews available\",\"name\":\"Irene Xu\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[]},{\"instructor_uid\":\"instructor_9f9ac1b58efc2053f1ee4b06\",\"message\":null,\"name\":\"Madeline Pflum\",\"review_status\":\"supported\",\"rmp_instructor_id\":\"rmp:2679421\",\"summary\":[{\"citations\":[{\"instructor_name\":\"Madeline Pflum\",\"review_date\":\"2021-04-26 21:03:03 +0000 UTC\",\"review_id\":\"6bf0ec82011ee230d61eb92b\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2679421\",\"source_review_id\":\"UmF0aW5nLTM0NjI4NTIz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2679421\",\"type\":\"review\"},{\"instructor_name\":\"Madeline Pflum\",\"review_date\":\"2021-05-12 00:58:24 +0000 UTC\",\"review_id\":\"baf4f1cb4548cd5ec01361ec\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2679421\",\"source_review_id\":\"UmF0aW5nLTM0NzY5ODkz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2679421\",\"type\":\"review\"},{\"instructor_name\":\"Madeline Pflum\",\"review_date\":\"2022-04-19 23:01:38 +0000 UTC\",\"review_id\":\"b01c521e614d4ef28d9c20e8\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2679421\",\"source_review_id\":\"UmF0aW5nLTM2MTA3MTEz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2679421\",\"type\":\"review\"},{\"instructor_name\":\"Madeline Pflum\",\"review_date\":\"2022-05-04 19:49:45 +0000 UTC\",\"review_id\":\"e6b87ace1e9ea742eb76a47d\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2679421\",\"source_review_id\":\"UmF0aW5nLTM2MjQyNDMx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2679421\",\"type\":\"review\"}],\"text\":\"Madeline Pflum is described as caring, responsive, and organized, with students noting her helpfulness and reasonable nature. Some reviewers found her lectures dry or unengaging, while others found them easy to follow and relatable.\"},{\"citations\":[{\"instructor_name\":\"Madeline Pflum\",\"review_date\":\"2021-12-23 15:57:45 +0000 UTC\",\"review_id\":\"70a9af6a450b8d9b49a3b529\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2679421\",\"source_review_id\":\"UmF0aW5nLTM1NjQxNzY1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2679421\",\"type\":\"review\"},{\"instructor_name\":\"Madeline Pflum\",\"review_date\":\"2023-11-15 20:30:33 +0000 UTC\",\"review_id\":\"1b219410a23fe98f46fdb7d1\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2679421\",\"source_review_id\":\"UmF0aW5nLTM4Mzk5MDQ2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2679421\",\"type\":\"review\"},{\"instructor_name\":\"Madeline Pflum\",\"review_date\":\"2025-05-03 19:17:02 +0000 UTC\",\"review_id\":\"6a09163fbe88066567eac6c6\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2679421\",\"source_review_id\":\"UmF0aW5nLTQxMTQ1OTA3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2679421\",\"type\":\"review\"},{\"instructor_name\":\"Madeline Pflum\",\"review_date\":\"2025-05-13 22:23:43 +0000 UTC\",\"review_id\":\"f2da89167c81d59f289e2463\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2679421\",\"source_review_id\":\"UmF0aW5nLTQxMjcyMzE1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2679421\",\"type\":\"review\"}],\"text\":\"Recent reviews highlight significant frustration with exam difficulty, citing tricky questions, poor study guides, and a disconnect between lecture content and test material. Students report that exams require extensive textbook reading and attention to specific details not covered in class.\"},{\"citations\":[{\"course_id\":\"PSYCH 403\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"395e4116-d5d7-389d-a555-4c453c5d724d\",\"source_record\":{\"entity_id\":\"395e4116-d5d7-389d-a555-4c453c5d724d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"PSYCH 403\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"395e4116-d5d7-389d-a555-4c453c5d724d\",\"source_record\":{\"entity_id\":\"395e4116-d5d7-389d-a555-4c453c5d724d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"PSYCH 403\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"395e4116-d5d7-389d-a555-4c453c5d724d\",\"source_record\":{\"entity_id\":\"395e4116-d5d7-389d-a555-4c453c5d724d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2022: 2.84 GPA, 35.7% A/AB (n=350 letter grades); Spring 2024: 2.77 GPA, 30.5% A/AB (n=233 letter grades); Spring 2025: 2.84 GPA, 34.4% A/AB (n=311 letter grades). Includes jointly taught sections.\"}]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Madeline Pflum\",\"review_date\":\"2021-12-23 15:57:45 +0000 UTC\",\"review_id\":\"70a9af6a450b8d9b49a3b529\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2679421\",\"source_review_id\":\"UmF0aW5nLTM1NjQxNzY1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2679421\",\"type\":\"review\"},{\"instructor_name\":\"Madeline Pflum\",\"review_date\":\"2023-11-15 20:30:33 +0000 UTC\",\"review_id\":\"1b219410a23fe98f46fdb7d1\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2679421\",\"source_review_id\":\"UmF0aW5nLTM4Mzk5MDQ2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2679421\",\"type\":\"review\"},{\"instructor_name\":\"Madeline Pflum\",\"review_date\":\"2025-05-03 19:17:02 +0000 UTC\",\"review_id\":\"6a09163fbe88066567eac6c6\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2679421\",\"source_review_id\":\"UmF0aW5nLTQxMTQ1OTA3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2679421\",\"type\":\"review\"},{\"instructor_name\":\"Madeline Pflum\",\"review_date\":\"2025-05-13 22:23:43 +0000 UTC\",\"review_id\":\"f2da89167c81d59f289e2463\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2679421\",\"source_review_id\":\"UmF0aW5nLTQxMjcyMzE1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2679421\",\"type\":\"review\"}],\"text\":\"Reviews criticize the heavy reliance on detailed textbook reading for exams, noting that lectures often repeat the book and exams can be tricky or poorly worded.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Stephanie Carpenter\",\"review_date\":\"2022-11-07 17:30:14 +0000 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While some found the course easy with helpful study guides and extra credit, others criticized the lack of passion and vague paper instructions.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Madeline Pflum\",\"review_date\":\"2021-04-26 21:03:03 +0000 UTC\",\"review_id\":\"6bf0ec82011ee230d61eb92b\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2679421\",\"source_review_id\":\"UmF0aW5nLTM0NjI4NTIz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2679421\",\"type\":\"review\"},{\"instructor_name\":\"Madeline Pflum\",\"review_date\":\"2021-05-12 00:58:24 +0000 UTC\",\"review_id\":\"baf4f1cb4548cd5ec01361ec\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2679421\",\"source_review_id\":\"UmF0aW5nLTM0NzY5ODkz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2679421\",\"type\":\"review\"},{\"instructor_name\":\"Madeline Pflum\",\"review_date\":\"2021-12-06 18:50:10 +0000 UTC\",\"review_id\":\"2a3eb8b5350b2c5d89665544\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2679421\",\"source_review_id\":\"UmF0aW5nLTM1Mzg0MDE1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2679421\",\"type\":\"review\"},{\"instructor_name\":\"Madeline Pflum\",\"review_date\":\"2022-04-19 23:01:38 +0000 UTC\",\"review_id\":\"b01c521e614d4ef28d9c20e8\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2679421\",\"source_review_id\":\"UmF0aW5nLTM2MTA3MTEz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2679421\",\"type\":\"review\"},{\"instructor_name\":\"Madeline Pflum\",\"review_date\":\"2022-05-04 19:49:45 +0000 UTC\",\"review_id\":\"e6b87ace1e9ea742eb76a47d\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2679421\",\"source_review_id\":\"UmF0aW5nLTM2MjQyNDMx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2679421\",\"type\":\"review\"},{\"instructor_name\":\"Madeline Pflum\",\"review_date\":\"2022-05-17 21:50:34 +0000 UTC\",\"review_id\":\"2e117b544afae063ba3d640f\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2679421\",\"source_review_id\":\"UmF0aW5nLTM2MzYxNzI0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2679421\",\"type\":\"review\"}],\"text\":\"Madeline Pflum is described as caring, responsive, and organized, with students finding the course manageable if they read the textbook and attend lectures.\"},{\"citations\":[{\"course_id\":\"PSYCH 403\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"395e4116-d5d7-389d-a555-4c453c5d724d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"PSYCH 403\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"395e4116-d5d7-389d-a555-4c453c5d724d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"PSYCH 403\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"395e4116-d5d7-389d-a555-4c453c5d724d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2023: 3.19 GPA, 58.1% A/AB (n=217 letter grades); Spring 2024: 2.77 GPA, 30.5% A/AB (n=233 letter grades); Spring 2025: 2.84 GPA, 34.4% A/AB (n=311 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Madeline Pflum\",\"review_date\":\"2021-04-26 21:03:03 +0000 UTC\",\"review_id\":\"6bf0ec82011ee230d61eb92b\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2679421\",\"source_review_id\":\"UmF0aW5nLTM0NjI4NTIz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2679421\",\"type\":\"review\"},{\"instructor_name\":\"Madeline Pflum\",\"review_date\":\"2021-05-12 00:58:24 +0000 UTC\",\"review_id\":\"baf4f1cb4548cd5ec01361ec\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2679421\",\"source_review_id\":\"UmF0aW5nLTM0NzY5ODkz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2679421\",\"type\":\"review\"},{\"instructor_name\":\"Madeline Pflum\",\"review_date\":\"2022-04-19 23:01:38 +0000 UTC\",\"review_id\":\"b01c521e614d4ef28d9c20e8\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2679421\",\"source_review_id\":\"UmF0aW5nLTM2MTA3MTEz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2679421\",\"type\":\"review\"},{\"instructor_name\":\"Madeline Pflum\",\"review_date\":\"2022-05-17 21:50:34 +0000 UTC\",\"review_id\":\"2e117b544afae063ba3d640f\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2679421\",\"source_review_id\":\"UmF0aW5nLTM2MzYxNzI0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2679421\",\"type\":\"review\"}],\"text\":\"Students appreciate Pflum's kindness and accessibility, though some find her lectures dry or monotonous due to their repetitive nature relative to the readings.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"PSYCH 403\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"395e4116-d5d7-389d-a555-4c453c5d724d\",\"source_record\":{\"entity_id\":\"395e4116-d5d7-389d-a555-4c453c5d724d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"PSYCH 403\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"395e4116-d5d7-389d-a555-4c453c5d724d\",\"source_record\":{\"entity_id\":\"395e4116-d5d7-389d-a555-4c453c5d724d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"PSYCH 403\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"395e4116-d5d7-389d-a555-4c453c5d724d\",\"source_record\":{\"entity_id\":\"395e4116-d5d7-389d-a555-4c453c5d724d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"PSYCH 403\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"395e4116-d5d7-389d-a555-4c453c5d724d\",\"source_record\":{\"entity_id\":\"395e4116-d5d7-389d-a555-4c453c5d724d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"}],\"text\":\"MADELINE PFLUM is recorded teaching in Fall 2021, Spring 2022, Spring 2024, Spring 2025. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"PSYCH 403\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"395e4116-d5d7-389d-a555-4c453c5d724d\",\"source_record\":{\"entity_id\":\"395e4116-d5d7-389d-a555-4c453c5d724d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"PSYCH 403\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"395e4116-d5d7-389d-a555-4c453c5d724d\",\"source_record\":{\"entity_id\":\"395e4116-d5d7-389d-a555-4c453c5d724d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"}],\"text\":\"STEPHANIE CARPENTER is recorded teaching in Fall 2022, Spring 2023. 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}]