[{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_0a6dafcdaeb7c047d94f694f","course_id":"PHYSICS 104","catalog_version_id":"24a3511f97ff037e8c91154472c8e7fc2d0fe3735a17ebf9d5c8f910fbe8ec89","record_version_id":"667b82472246fbaf5e9e12906881c135c47533471fc0f3a05496c0b20ecdc24b","job_id":"enrich-28613e16786b80ca59a40dad","output_id":"24aaf41ff34bdfb8108483ae7072434f2c8225d568465190d25859f86bfb7b46","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[\"any_prereq\",\"not_credit\"],\"condition\":null,\"course\":null,\"evidence\":\"PHYSICS 103,201,207,247,E M A 201or special student standing. 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Calculate the resulting position, distribution, and motion of the charges.\",\"source_url\":\"https://guide.wisc.edu/courses/physics/\"}],\"label\":\"mathematical-reasoning\"}],\"assumed_background\":[],\"search_phrases\":[\"electricity and magnetism\",\"light and optics\",\"modern physics applications\",\"electrostatic force calculations\",\"circuit analysis with capacitors\",\"quantum mechanics concepts\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"PHYSICS 104\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Calculate electrostatic force vectors between individual electric charges. Calculate the resulting position, distribution, and motion of the charges.\",\"source_url\":\"https://guide.wisc.edu/courses/physics/\"}],\"text\":\"Calculate electrostatic force vectors and charge distributions.\"},{\"evidence\":[{\"course_id\":\"PHYSICS 104\",\"field\":\"official_learning_outcomes\",\"outcome_index\":3,\"quote\":\"Determine voltage changes across components and flow of electric currents through circuits of conducting wires, resistors, and capacitors.\",\"source_url\":\"https://guide.wisc.edu/courses/physics/\"}],\"text\":\"Analyze voltage and current in circuits with resistors and capacitors.\"},{\"evidence\":[{\"course_id\":\"PHYSICS 104\",\"field\":\"official_learning_outcomes\",\"outcome_index\":5,\"quote\":\"Calculate the effects of reflection and refraction, of interference and diffraction, and of mirrors and lenses.\",\"source_url\":\"https://guide.wisc.edu/courses/physics/\"}],\"text\":\"Calculate optical effects including interference and diffraction.\"},{\"evidence\":[{\"course_id\":\"PHYSICS 104\",\"field\":\"official_learning_outcomes\",\"outcome_index\":6,\"quote\":\"Calculate atomic and nuclear phenomena (e.g. atomic spectra, radioactivity) using the basic concepts of quantum mechanics.\",\"source_url\":\"https://guide.wisc.edu/courses/physics/\"}],\"text\":\"Apply quantum mechanics to atomic and nuclear phenomena.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"PHYSICS 104\",\"field\":\"description\",\"quote\":\"Continuation ofPHYSICS 103. Principles of electricity and magnetism, light, optics, and modern physics, with applications to a number of different fields. Not recommended for students in the physical sciences and engineering.\",\"source_url\":\"https://guide.wisc.edu/courses/physics/\"}],\"text\":\"Continuation of PHYSICS 103 covering electricity, magnetism, light, optics, and modern physics with cross-field applications; not recommended for physical science or engineering majors.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"PHYSICS 104\",\"field\":\"description\",\"quote\":\"Principles of electricity and magnetism, light, optics, and modern physics, with applications to a number of different fields.\",\"source_url\":\"https://guide.wisc.edu/courses/physics/\"}],\"text\":\"Electricity, magnetism, light, optics, and modern physics.\"}]}","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_0a6dafcdaeb7c047d94f694f","course_id":"PHYSICS 104","catalog_version_id":"24a3511f97ff037e8c91154472c8e7fc2d0fe3735a17ebf9d5c8f910fbe8ec89","record_version_id":"667b82472246fbaf5e9e12906881c135c47533471fc0f3a05496c0b20ecdc24b","job_id":"enrich-28613e16786b80ca59a40dad","output_id":"24aaf41ff34bdfb8108483ae7072434f2c8225d568465190d25859f86bfb7b46","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Brian is one of the best physics profs I have had. He is very clear with his explanations and likes to answer questions. His exams are tough but fair, he will not try to trick you.\",\"course_id\":\"PHYSICS 104\",\"date\":\"2021-02-24 17:18:06 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"1097d9dc1e4c2cd5fabec347\",\"instructor_id\":\"rmp:2473104\",\"instructor_name\":\"Brian Rebel\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM0Mzg2ODQ2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2473104\"},{\"comment\":\"I had Prof. Rebel for physics 104 (online due to covid) and he made the experience painless. He's a caring guy who takes the time to explain any questions you might have during lectures and is responsive to student needs. He also has a cute dog.\",\"course_id\":\"PHYSICS 104\",\"date\":\"2021-03-10 16:52:47 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"ac98353edee27757fce70649\",\"instructor_id\":\"rmp:2473104\",\"instructor_name\":\"Brian Rebel\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0NDI1MjQx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2473104\"},{\"comment\":\"I absolutely hated physics and his lectures and personality made me look forward to coming to class. He is very kind, helpful with questions and explains concepts incredibly well. Exams are fair and he clearly wants people to succeed. 10/10!\",\"course_id\":\"PHYSICS 104\",\"date\":\"2021-03-10 17:37:11 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"7a5126e5d22fd57c8d5373a0\",\"instructor_id\":\"rmp:2473104\",\"instructor_name\":\"Brian Rebel\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0NDI1NDA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2473104\"},{\"comment\":\"Amazing professor. Really cares and does everything he can to help.\",\"course_id\":\"PHYSICS 104\",\"date\":\"2021-03-10 17:57:02 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"3c3bebbb07233ab38ec882e0\",\"instructor_id\":\"rmp:2473104\",\"instructor_name\":\"Brian Rebel\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0NDI1NTA1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2473104\"}],\"evidence_count\":4,\"review_ids\":[\"1097d9dc1e4c2cd5fabec347\",\"ac98353edee27757fce70649\",\"7a5126e5d22fd57c8d5373a0\",\"3c3bebbb07233ab38ec882e0\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2473104\",\"name\":\"Brian Rebel\"}],\"review_year_end\":\"2021\",\"review_year_start\":\"2021\"},\"sentiment\":\"positive\",\"subject_instructor_id\":\"rmp:2473104\",\"summary\":\"Cited reviews praise Brian Rebel for clear explanations, responsiveness to questions, and fair exams.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"Following our 2nd exam, grades were released 3 times, dans management of this course is unacceptable, 2 Q's on the exam didn't have a correct answer, they messed up partial credit and students grades dropped 20 points w/ no explanation & questions far beyond the scope of this course had to get dropped to bring the average up to a respectable number\",\"course_id\":\"PHYSICS 104\",\"date\":\"2022-04-06 16:33:09 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"744bdcec1d884b5b24023056\",\"instructor_id\":\"rmp:2018793\",\"instructor_name\":\"Daniel Thurs\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM2MDMwNTUy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2018793\"},{\"comment\":\"104 with Dan was absolutely awful-by far the worst experience with a class I've had so far at UW. Exams were practically impossible. Don't waste too much time studying because problems on exams are unlike anything you will have seen before. Also don't bother posting to Piazza because you'll be ignored!\",\"course_id\":\"PHYSICS 104\",\"date\":\"2022-05-14 00:41:26 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"6da341bb9b9dc5aa6a306f68\",\"instructor_id\":\"rmp:2018793\",\"instructor_name\":\"Daniel Thurs\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM2MzM1NTE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2018793\"},{\"comment\":\"Overall, physics with Daniel Thurs was a pretty frustrating experience. Most exams were much more difficult than expected for an introductory physics course. The flipped lectures and the way the course is taught is unfortunately not very helpful and does not foster learning, many people I know would simply not go to lecture as they are no help.\",\"course_id\":\"PHYSICS 104\",\"date\":\"2024-05-14 17:29:14 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"ae661fdbe2193913e1d000b5\",\"instructor_id\":\"rmp:2018793\",\"instructor_name\":\"Daniel Thurs\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM5NDYwNTc4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2018793\"}],\"evidence_count\":3,\"review_ids\":[\"744bdcec1d884b5b24023056\",\"6da341bb9b9dc5aa6a306f68\",\"ae661fdbe2193913e1d000b5\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2018793\",\"name\":\"Daniel Thurs\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2022\"},\"sentiment\":\"negative\",\"subject_instructor_id\":\"rmp:2018793\",\"summary\":\"Reviews criticize Daniel Thurs for difficult exams that do not reflect lecture material and issues with grade management.\"},{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"She is very unenthusiastic and monotone, making lectures quite boring and hard to pay attention to. She is not a great lecturer or communicator. The class is graded off very few tests that are VERY hard and often do not reflect what has been taught during lecture or what has appeared on the review, same goes for the homework.\",\"course_id\":\"PHYSICS 104\",\"date\":\"2024-04-16 17:39:31 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"d4212c992312d2ac7ce8ab3d\",\"instructor_id\":\"rmp:2959139\",\"instructor_name\":\"Carrie Francis\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM5MTgzOTkw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2959139\"},{\"comment\":\"She was the most boring lecturer that I've encountered which made it difficult to pay attention. The second half of the semester she teaches is based around difficult/obscure homework assignments and midterms that feel like they are made to trick you and catch you off guard (I studied/prepared a decent amount for the exams and attended lectures)\",\"course_id\":\"PHYSICS 104\",\"date\":\"2024-05-02 19:05:23 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"6986bdaae64a99fa5c93ffcc\",\"instructor_id\":\"rmp:2959139\",\"instructor_name\":\"Carrie Francis\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM5MzQzNDI5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2959139\"},{\"comment\":\"The lectures were very boring and her explanations were very confusing. I would try to avoid her as a lecturer. The exams were not too difficult but I needed to teach myself everything and ask the TA's most of the questions.\",\"course_id\":\"PHYSICS 104\",\"date\":\"2024-05-17 18:03:55 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"539e6b4cd3379a5947363e2c\",\"instructor_id\":\"rmp:2959139\",\"instructor_name\":\"Carrie Francis\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM5NDg0OTQ5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2959139\"}],\"evidence_count\":3,\"review_ids\":[\"d4212c992312d2ac7ce8ab3d\",\"6986bdaae64a99fa5c93ffcc\",\"539e6b4cd3379a5947363e2c\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2959139\",\"name\":\"Carrie Francis\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2024\"},\"sentiment\":\"negative\",\"subject_instructor_id\":\"rmp:2959139\",\"summary\":\"Cited reviews describe Carrie Francis's lectures as boring, unenthusiastic, and confusing, with exams that feel like trick questions.\"},{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"I am confused why her reviews are so low!? I thought that Dr. Fang was awesome, my favorite 104 lecturer by far. Her lectures are clear, concise, and logical - she gets right to the point without any extra fluff. Very good at walking through problems step by step. Pleasant and smiley too! Overall great prof. \",\"course_id\":\"PHYSICS 104\",\"date\":\"2026-04-21 13:43:11 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"33b865aa24e3cc5b196833f2\",\"instructor_id\":\"rmp:2992686\",\"instructor_name\":\"Ke Fang\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTQyODg2MTUz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2992686\"},{\"comment\":\"Ke was an amazing professor. She really understands the materials and does a very good job at explaining different concepts.  \",\"course_id\":\"PHYSICS 104\",\"date\":\"2026-05-13 01:10:06 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"cdf4b918a13582c8c3676a02\",\"instructor_id\":\"rmp:2992686\",\"instructor_name\":\"Ke Fang\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQzMTEwNjc4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2992686\"}],\"evidence_count\":2,\"review_ids\":[\"33b865aa24e3cc5b196833f2\",\"cdf4b918a13582c8c3676a02\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2992686\",\"name\":\"Ke Fang\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2026\"},\"sentiment\":\"positive\",\"subject_instructor_id\":\"rmp:2992686\",\"summary\":\"Reviews highlight Ke Fang as an amazing professor who explains concepts clearly and concisely.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Professor Spike was a pretty decent professor for 104, and I preferred his lecturing style a lot in units 1 and 4, he usually goes at a slower pace and emphasizes important concepts that you need for the exam. The labs and homeworks can get a little annoying but the course is setup with a lot of learning outside of class as well.\",\"course_id\":\"PHYSICS 104\",\"date\":\"2025-12-31 22:53:39 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"93a33798b36b6801438710a1\",\"instructor_id\":\"rmp:2422922\",\"instructor_name\":\"Benjamin Spike\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQyNDIyNzU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2422922\"},{\"comment\":\"So much busy work. While good at speaking and knowledgeable in content, lectures are extremely large. You will very rarely be able to reach him beyond office hour sand class, including when I had an extreme personal emergency, with very limited accommodations. He is also very monotone and lectures can be dry, especially when demos fail.\",\"course_id\":\"PHYSICS 104\",\"date\":\"2026-01-02 20:38:00 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"3052503aa0593cd4e0a98601\",\"instructor_id\":\"rmp:2422922\",\"instructor_name\":\"Benjamin Spike\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQyNDI4MTQ5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2422922\"}],\"evidence_count\":2,\"review_ids\":[\"93a33798b36b6801438710a1\",\"3052503aa0593cd4e0a98601\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2422922\",\"name\":\"Benjamin Spike\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2025\"},\"sentiment\":\"mixed\",\"subject_instructor_id\":\"rmp:2422922\",\"summary\":\"Feedback on Benjamin Spike varies from praising his slower pace and concept emphasis to criticizing heavy busy work and monotone delivery.\"},{\"aspect\":\"organization\",\"evidence\":[{\"comment\":\"Worst. Class. Ever. Well, it's slightly better than 103 because the material is easier, but the course is just as bad. Mandatory but pointless labs. Irrelevant quizzes worth 30% of your grade. And exams that are not conceptual at all. Go to discussion and make good notecards and you should be relatively fine (albeit miserable).\",\"course_id\":\"PHYSICS 104\",\"date\":\"2014-05-10 18:21:37 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"574aca1265590c4bee84a9ad\",\"instructor_id\":\"rmp:33094\",\"instructor_name\":\"Wesley Smith\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTIzMjE2NTYy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/33094\"},{\"comment\":\"Avoid taking 103104 if you can. Terrible classes, terrible professor. Lecture is worthless, labs don't relate to anything that you'll be tested on, and discussion is sometimes useful but rarely. It's known that this class is awful and yet nothing is done about it. Tests are ridiculous.\",\"course_id\":\"PHYSICS 104\",\"date\":\"2015-05-14 16:03:07 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"1a07fa62500d5584b883393b\",\"instructor_id\":\"rmp:33094\",\"instructor_name\":\"Wesley Smith\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTI0ODMxOTEy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/33094\"},{\"comment\":\"This is more about the class (Physics 104) and less about the professor. This whole class is garbage. The grading takes forever (up to 2 weeks), lectures are useless and the TAs aren't allowed to do anything in discussion except give you the worksheet and stare at you for 50 minutes. My advice - don't take this class unless you absolutely have to.\",\"course_id\":\"PHYSICS 104\",\"date\":\"2019-10-25 23:11:50 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"b4aa16fe013100d73e384f3e\",\"instructor_id\":\"rmp:700328\",\"instructor_name\":\"Peter Timbie\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTMyMzIwOTc3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/700328\"}],\"evidence_count\":3,\"review_ids\":[\"574aca1265590c4bee84a9ad\",\"1a07fa62500d5584b883393b\",\"b4aa16fe013100d73e384f3e\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:33094\",\"name\":\"Wesley Smith\"},{\"id\":\"rmp:700328\",\"name\":\"Peter Timbie\"}],\"review_year_end\":\"2019\",\"review_year_start\":\"2014\"},\"sentiment\":\"negative\",\"subject_instructor_id\":null,\"summary\":\"General course criticism includes pointless labs, irrelevant quizzes, and slow grading processes that frustrate 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Thurs\",\"review_date\":\"2023-04-18 05:10:16 +0000 UTC\",\"review_id\":\"e4942f7dbd775e9ea27d5021\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2018793\",\"source_review_id\":\"UmF0aW5nLTM3NjUxODE0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2018793\",\"type\":\"review\"},{\"instructor_name\":\"Daniel Thurs\",\"review_date\":\"2024-05-14 17:29:14 +0000 UTC\",\"review_id\":\"ae661fdbe2193913e1d000b5\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2018793\",\"source_review_id\":\"UmF0aW5nLTM5NDYwNTc4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2018793\",\"type\":\"review\"},{\"instructor_name\":\"Daniel Thurs\",\"review_date\":\"2025-05-07 00:57:04 +0000 UTC\",\"review_id\":\"332831b8f2a7391a9763300e\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2018793\",\"source_review_id\":\"UmF0aW5nLTQxMTg2OTk2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2018793\",\"type\":\"review\"},{\"instructor_name\":\"Daniel Thurs\",\"review_date\":\"2025-05-16 20:44:04 +0000 UTC\",\"review_id\":\"bb6e686bd6084f3d913093db\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2018793\",\"source_review_id\":\"UmF0aW5nLTQxMzA2MzI1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2018793\",\"type\":\"review\"}],\"evidence_scope\":\"past_student_reviews\",\"text\":\"Feedback on Daniel Thurs is divided; some students found his lectures clear and supportive, while others criticized the flipped format and exams for being excessively difficult and disconnected from course material. Several reviewers reported frustration with the lack of provided solutions and instances of grade management errors, such as multiple grade releases. Despite these concerns, others noted that TA office hours were helpful for understanding concepts.\"},{\"citations\":[{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":3,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":3,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":3,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2024: 3.09 GPA, 45.0% A/AB (n=606 letter grades); Spring 2025: 3.07 GPA, 43.3% A/AB (n=577 letter grades); Spring 2026: 3.10 GPA, 44.2% A/AB (n=566 letter grades). 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One student found her lectures boring and noted technical difficulties, while others described her explanations as clear, logical, and effective for problem-solving. Students also mentioned she was pleasant and helpful after class.\"},{\"citations\":[{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":3,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2025: 3.16 GPA, 50.0% A/AB (n=366 letter grades); Spring 2026: 3.10 GPA, 44.2% A/AB (n=566 letter grades). Includes jointly taught sections.\"}]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Daniel Thurs\",\"review_date\":\"2025-05-16 20:44:04 +0000 UTC\",\"review_id\":\"bb6e686bd6084f3d913093db\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2018793\",\"source_review_id\":\"UmF0aW5nLTQxMzA2MzI1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2018793\",\"type\":\"review\"},{\"instructor_name\":\"Daniel Thurs\",\"review_date\":\"2021-04-28 22:04:33 +0000 UTC\",\"review_id\":\"a8b55e0ba81142f9e69154c9\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2018793\",\"source_review_id\":\"UmF0aW5nLTM0NjUwOTQ4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2018793\",\"type\":\"review\"}],\"evidence_scope\":\"past_student_reviews\",\"text\":\"Students reported spending a couple of hours each week on pre-lectures, homework, and quizzes, and found Thurs’s exams difficult.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Benjamin Spike\",\"review_date\":\"2018-12-21 22:21:36 +0000 UTC\",\"review_id\":\"f32f1a16fae89d19bf31b6c4\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2422922\",\"source_review_id\":\"UmF0aW5nLTMxMTMyOTIz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2422922\",\"type\":\"review\"},{\"instructor_name\":\"Benjamin Spike\",\"review_date\":\"2026-01-02 20:38:00 +0000 UTC\",\"review_id\":\"3052503aa0593cd4e0a98601\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2422922\",\"source_review_id\":\"UmF0aW5nLTQyNDI4MTQ5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2422922\",\"type\":\"review\"}],\"evidence_scope\":\"past_student_reviews\",\"text\":\"Benjamin Spike, who taught the course multiple times, was described as knowledgeable but sometimes dry and monotone in lecture. One student noted that exams had no notes allowed, with each question worth eight points, and that mistakes significantly impacted grades. Another student reported heavy busy work and found it difficult to reach the professor beyond office hours, even during emergencies.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"3f5110430805ccdd533c0c072df62d68a8a5f5441c4530bbdb15d419a199a09c\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Daniel Thurs\",\"review_date\":\"2021-04-28 22:04:33 +0000 UTC\",\"review_id\":\"a8b55e0ba81142f9e69154c9\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2018793\",\"source_review_id\":\"UmF0aW5nLTM0NjUwOTQ4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2018793\",\"type\":\"review\"},{\"instructor_name\":\"Daniel Thurs\",\"review_date\":\"2023-04-18 05:10:16 +0000 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A/AB (n=366 letter grades); Spring 2026: 3.10 GPA, 44.2% A/AB (n=566 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Daniel Thurs\",\"review_date\":\"2022-05-12 02:51:20 +0000 UTC\",\"review_id\":\"5d7be453db7389c5d84575e8\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2018793\",\"source_review_id\":\"UmF0aW5nLTM2MzE3Mjk4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2018793\",\"type\":\"review\"},{\"instructor_name\":\"Ke Fang\",\"review_date\":\"2026-04-21 13:43:11 +0000 UTC\",\"review_id\":\"33b865aa24e3cc5b196833f2\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2992686\",\"source_review_id\":\"UmF0aW5nLTQyODg2MTUz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2992686\",\"type\":\"review\"}],\"evidence_scope\":\"past_student_reviews\",\"text\":\"Students found the lack of solutions after exams and quizzes unhelpful in Thurs’s section; Ke Fang was described as pleasant and good at walking through problems step by step.\"}],\"task_hash\":\"9dea82ef7f2113a5605c1c6030c4f9b19967eb742cc93a78268fb92357d29f5c\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 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104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"BENJAMIN SPIKE is recorded teaching in Fall 2018, Fall 2019, Fall 2020, Fall 2021, Fall 2022, Fall 2023, Fall 2024, Fall 2025. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"}],\"text\":\"CARRIE FRANCIS is recorded teaching in Fall 2023. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 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104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":3,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 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104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":3,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":3,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"DANIEL THURS is recorded teaching in Fall 2015, Fall 2016, Fall 2017, Spring 2019, Spring 2020, Spring 2022, Spring 2023, Spring 2024, Spring 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1102\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1102\",\"type\":\"grade\"}],\"text\":\"DON REEDER is recorded teaching in Fall 2009. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":3,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"KE FANG is recorded teaching in Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1092\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1092\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1104\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1104\",\"type\":\"grade\"}],\"text\":\"PAUL TERRY is recorded teaching in Fall 2008, Spring 2010. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 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104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":3,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":3,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"}],\"text\":\"PETER TIMBIE is recorded teaching in Fall 2017, Fall 2019, Fall 2020, Fall 2021, Spring 2022, Spring 2025. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1074\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1074\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 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Recorded history may be incomplete and does not establish a future schedule.\"}],\"term_id\":\"1274\",\"term_name\":\"2027 Sprng\",\"version\":3}","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_0a6dafcdaeb7c047d94f694f","course_id":"PHYSICS 104","catalog_version_id":"24a3511f97ff037e8c91154472c8e7fc2d0fe3735a17ebf9d5c8f910fbe8ec89","record_version_id":"667b82472246fbaf5e9e12906881c135c47533471fc0f3a05496c0b20ecdc24b","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"c412e095e051c21507c82c7f31abf931ebd532280c73c98c2a6134c1ecbb305f","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[\"any_prereq\",\"not_credit\"],\"condition\":null,\"course\":null,\"evidence\":\"PHYSICS 103,201,207,247,E M A 201or special student standing. 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Calculate the resulting position, distribution, and motion of the charges.\",\"source_url\":\"https://guide.wisc.edu/courses/physics/\"}],\"label\":\"mathematical-reasoning\"}],\"assumed_background\":[],\"search_phrases\":[\"electricity and magnetism\",\"light and optics\",\"modern physics applications\",\"electrostatic force calculations\",\"circuit analysis with capacitors\",\"quantum mechanics concepts\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"PHYSICS 104\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Calculate electrostatic force vectors between individual electric charges. Calculate the resulting position, distribution, and motion of the charges.\",\"source_url\":\"https://guide.wisc.edu/courses/physics/\"}],\"text\":\"Calculate electrostatic force vectors and charge distributions.\"},{\"evidence\":[{\"course_id\":\"PHYSICS 104\",\"field\":\"official_learning_outcomes\",\"outcome_index\":3,\"quote\":\"Determine voltage changes across components and flow of electric currents through circuits of conducting wires, resistors, and capacitors.\",\"source_url\":\"https://guide.wisc.edu/courses/physics/\"}],\"text\":\"Analyze voltage and current in circuits with resistors and capacitors.\"},{\"evidence\":[{\"course_id\":\"PHYSICS 104\",\"field\":\"official_learning_outcomes\",\"outcome_index\":5,\"quote\":\"Calculate the effects of reflection and refraction, of interference and diffraction, and of mirrors and lenses.\",\"source_url\":\"https://guide.wisc.edu/courses/physics/\"}],\"text\":\"Calculate optical effects including interference and diffraction.\"},{\"evidence\":[{\"course_id\":\"PHYSICS 104\",\"field\":\"official_learning_outcomes\",\"outcome_index\":6,\"quote\":\"Calculate atomic and nuclear phenomena (e.g. atomic spectra, radioactivity) using the basic concepts of quantum mechanics.\",\"source_url\":\"https://guide.wisc.edu/courses/physics/\"}],\"text\":\"Apply quantum mechanics to atomic and nuclear phenomena.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"PHYSICS 104\",\"field\":\"description\",\"quote\":\"Continuation ofPHYSICS 103. Principles of electricity and magnetism, light, optics, and modern physics, with applications to a number of different fields. Not recommended for students in the physical sciences and engineering.\",\"source_url\":\"https://guide.wisc.edu/courses/physics/\"}],\"text\":\"Continuation of PHYSICS 103 covering electricity, magnetism, light, optics, and modern physics with cross-field applications; not recommended for physical science or engineering majors.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"PHYSICS 104\",\"field\":\"description\",\"quote\":\"Principles of electricity and magnetism, light, optics, and modern physics, with applications to a number of different fields.\",\"source_url\":\"https://guide.wisc.edu/courses/physics/\"}],\"text\":\"Electricity, magnetism, light, optics, and modern physics.\"}]}","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_0a6dafcdaeb7c047d94f694f","course_id":"PHYSICS 104","catalog_version_id":"24a3511f97ff037e8c91154472c8e7fc2d0fe3735a17ebf9d5c8f910fbe8ec89","record_version_id":"667b82472246fbaf5e9e12906881c135c47533471fc0f3a05496c0b20ecdc24b","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"c412e095e051c21507c82c7f31abf931ebd532280c73c98c2a6134c1ecbb305f","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Brian is one of the best physics profs I have had. He is very clear with his explanations and likes to answer questions. His exams are tough but fair, he will not try to trick you.\",\"course_id\":\"PHYSICS 104\",\"date\":\"2021-02-24 17:18:06 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"1097d9dc1e4c2cd5fabec347\",\"instructor_id\":\"rmp:2473104\",\"instructor_name\":\"Brian Rebel\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM0Mzg2ODQ2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2473104\"},{\"comment\":\"I had Prof. Rebel for physics 104 (online due to covid) and he made the experience painless. He's a caring guy who takes the time to explain any questions you might have during lectures and is responsive to student needs. He also has a cute dog.\",\"course_id\":\"PHYSICS 104\",\"date\":\"2021-03-10 16:52:47 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"ac98353edee27757fce70649\",\"instructor_id\":\"rmp:2473104\",\"instructor_name\":\"Brian Rebel\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0NDI1MjQx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2473104\"},{\"comment\":\"I absolutely hated physics and his lectures and personality made me look forward to coming to class. He is very kind, helpful with questions and explains concepts incredibly well. Exams are fair and he clearly wants people to succeed. 10/10!\",\"course_id\":\"PHYSICS 104\",\"date\":\"2021-03-10 17:37:11 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"7a5126e5d22fd57c8d5373a0\",\"instructor_id\":\"rmp:2473104\",\"instructor_name\":\"Brian Rebel\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0NDI1NDA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2473104\"},{\"comment\":\"Amazing professor. Really cares and does everything he can to help.\",\"course_id\":\"PHYSICS 104\",\"date\":\"2021-03-10 17:57:02 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"3c3bebbb07233ab38ec882e0\",\"instructor_id\":\"rmp:2473104\",\"instructor_name\":\"Brian Rebel\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0NDI1NTA1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2473104\"}],\"evidence_count\":4,\"review_ids\":[\"1097d9dc1e4c2cd5fabec347\",\"ac98353edee27757fce70649\",\"7a5126e5d22fd57c8d5373a0\",\"3c3bebbb07233ab38ec882e0\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2473104\",\"name\":\"Brian Rebel\"}],\"review_year_end\":\"2021\",\"review_year_start\":\"2021\"},\"sentiment\":\"positive\",\"subject_instructor_id\":\"rmp:2473104\",\"summary\":\"Cited reviews praise Brian Rebel for clear explanations, responsiveness to questions, and fair exams.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"Following our 2nd exam, grades were released 3 times, dans management of this course is unacceptable, 2 Q's on the exam didn't have a correct answer, they messed up partial credit and students grades dropped 20 points w/ no explanation & questions far beyond the scope of this course had to get dropped to bring the average up to a respectable number\",\"course_id\":\"PHYSICS 104\",\"date\":\"2022-04-06 16:33:09 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"744bdcec1d884b5b24023056\",\"instructor_id\":\"rmp:2018793\",\"instructor_name\":\"Daniel Thurs\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM2MDMwNTUy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2018793\"},{\"comment\":\"104 with Dan was absolutely awful-by far the worst experience with a class I've had so far at UW. Exams were practically impossible. Don't waste too much time studying because problems on exams are unlike anything you will have seen before. Also don't bother posting to Piazza because you'll be ignored!\",\"course_id\":\"PHYSICS 104\",\"date\":\"2022-05-14 00:41:26 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"6da341bb9b9dc5aa6a306f68\",\"instructor_id\":\"rmp:2018793\",\"instructor_name\":\"Daniel Thurs\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM2MzM1NTE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2018793\"},{\"comment\":\"Overall, physics with Daniel Thurs was a pretty frustrating experience. Most exams were much more difficult than expected for an introductory physics course. The flipped lectures and the way the course is taught is unfortunately not very helpful and does not foster learning, many people I know would simply not go to lecture as they are no help.\",\"course_id\":\"PHYSICS 104\",\"date\":\"2024-05-14 17:29:14 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"ae661fdbe2193913e1d000b5\",\"instructor_id\":\"rmp:2018793\",\"instructor_name\":\"Daniel Thurs\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM5NDYwNTc4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2018793\"}],\"evidence_count\":3,\"review_ids\":[\"744bdcec1d884b5b24023056\",\"6da341bb9b9dc5aa6a306f68\",\"ae661fdbe2193913e1d000b5\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2018793\",\"name\":\"Daniel Thurs\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2022\"},\"sentiment\":\"negative\",\"subject_instructor_id\":\"rmp:2018793\",\"summary\":\"Reviews criticize Daniel Thurs for difficult exams that do not reflect lecture material and issues with grade management.\"},{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"She is very unenthusiastic and monotone, making lectures quite boring and hard to pay attention to. She is not a great lecturer or communicator. The class is graded off very few tests that are VERY hard and often do not reflect what has been taught during lecture or what has appeared on the review, same goes for the homework.\",\"course_id\":\"PHYSICS 104\",\"date\":\"2024-04-16 17:39:31 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"d4212c992312d2ac7ce8ab3d\",\"instructor_id\":\"rmp:2959139\",\"instructor_name\":\"Carrie Francis\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM5MTgzOTkw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2959139\"},{\"comment\":\"She was the most boring lecturer that I've encountered which made it difficult to pay attention. The second half of the semester she teaches is based around difficult/obscure homework assignments and midterms that feel like they are made to trick you and catch you off guard (I studied/prepared a decent amount for the exams and attended lectures)\",\"course_id\":\"PHYSICS 104\",\"date\":\"2024-05-02 19:05:23 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"6986bdaae64a99fa5c93ffcc\",\"instructor_id\":\"rmp:2959139\",\"instructor_name\":\"Carrie Francis\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM5MzQzNDI5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2959139\"},{\"comment\":\"The lectures were very boring and her explanations were very confusing. I would try to avoid her as a lecturer. The exams were not too difficult but I needed to teach myself everything and ask the TA's most of the questions.\",\"course_id\":\"PHYSICS 104\",\"date\":\"2024-05-17 18:03:55 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"539e6b4cd3379a5947363e2c\",\"instructor_id\":\"rmp:2959139\",\"instructor_name\":\"Carrie Francis\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM5NDg0OTQ5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2959139\"}],\"evidence_count\":3,\"review_ids\":[\"d4212c992312d2ac7ce8ab3d\",\"6986bdaae64a99fa5c93ffcc\",\"539e6b4cd3379a5947363e2c\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2959139\",\"name\":\"Carrie Francis\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2024\"},\"sentiment\":\"negative\",\"subject_instructor_id\":\"rmp:2959139\",\"summary\":\"Cited reviews describe Carrie Francis's lectures as boring, unenthusiastic, and confusing, with exams that feel like trick questions.\"},{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"I am confused why her reviews are so low!? I thought that Dr. Fang was awesome, my favorite 104 lecturer by far. Her lectures are clear, concise, and logical - she gets right to the point without any extra fluff. Very good at walking through problems step by step. Pleasant and smiley too! Overall great prof. \",\"course_id\":\"PHYSICS 104\",\"date\":\"2026-04-21 13:43:11 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"33b865aa24e3cc5b196833f2\",\"instructor_id\":\"rmp:2992686\",\"instructor_name\":\"Ke Fang\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTQyODg2MTUz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2992686\"},{\"comment\":\"Ke was an amazing professor. She really understands the materials and does a very good job at explaining different concepts.  \",\"course_id\":\"PHYSICS 104\",\"date\":\"2026-05-13 01:10:06 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"cdf4b918a13582c8c3676a02\",\"instructor_id\":\"rmp:2992686\",\"instructor_name\":\"Ke Fang\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQzMTEwNjc4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2992686\"}],\"evidence_count\":2,\"review_ids\":[\"33b865aa24e3cc5b196833f2\",\"cdf4b918a13582c8c3676a02\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2992686\",\"name\":\"Ke Fang\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2026\"},\"sentiment\":\"positive\",\"subject_instructor_id\":\"rmp:2992686\",\"summary\":\"Reviews highlight Ke Fang as an amazing professor who explains concepts clearly and concisely.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Professor Spike was a pretty decent professor for 104, and I preferred his lecturing style a lot in units 1 and 4, he usually goes at a slower pace and emphasizes important concepts that you need for the exam. The labs and homeworks can get a little annoying but the course is setup with a lot of learning outside of class as well.\",\"course_id\":\"PHYSICS 104\",\"date\":\"2025-12-31 22:53:39 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"93a33798b36b6801438710a1\",\"instructor_id\":\"rmp:2422922\",\"instructor_name\":\"Benjamin Spike\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQyNDIyNzU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2422922\"},{\"comment\":\"So much busy work. While good at speaking and knowledgeable in content, lectures are extremely large. You will very rarely be able to reach him beyond office hour sand class, including when I had an extreme personal emergency, with very limited accommodations. He is also very monotone and lectures can be dry, especially when demos fail.\",\"course_id\":\"PHYSICS 104\",\"date\":\"2026-01-02 20:38:00 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"3052503aa0593cd4e0a98601\",\"instructor_id\":\"rmp:2422922\",\"instructor_name\":\"Benjamin Spike\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQyNDI4MTQ5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2422922\"}],\"evidence_count\":2,\"review_ids\":[\"93a33798b36b6801438710a1\",\"3052503aa0593cd4e0a98601\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2422922\",\"name\":\"Benjamin Spike\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2025\"},\"sentiment\":\"mixed\",\"subject_instructor_id\":\"rmp:2422922\",\"summary\":\"Feedback on Benjamin Spike varies from praising his slower pace and concept emphasis to criticizing heavy busy work and monotone delivery.\"},{\"aspect\":\"organization\",\"evidence\":[{\"comment\":\"Worst. Class. Ever. Well, it's slightly better than 103 because the material is easier, but the course is just as bad. Mandatory but pointless labs. Irrelevant quizzes worth 30% of your grade. And exams that are not conceptual at all. Go to discussion and make good notecards and you should be relatively fine (albeit miserable).\",\"course_id\":\"PHYSICS 104\",\"date\":\"2014-05-10 18:21:37 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"574aca1265590c4bee84a9ad\",\"instructor_id\":\"rmp:33094\",\"instructor_name\":\"Wesley Smith\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTIzMjE2NTYy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/33094\"},{\"comment\":\"Avoid taking 103104 if you can. Terrible classes, terrible professor. Lecture is worthless, labs don't relate to anything that you'll be tested on, and discussion is sometimes useful but rarely. It's known that this class is awful and yet nothing is done about it. Tests are ridiculous.\",\"course_id\":\"PHYSICS 104\",\"date\":\"2015-05-14 16:03:07 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"1a07fa62500d5584b883393b\",\"instructor_id\":\"rmp:33094\",\"instructor_name\":\"Wesley Smith\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTI0ODMxOTEy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/33094\"},{\"comment\":\"This is more about the class (Physics 104) and less about the professor. This whole class is garbage. The grading takes forever (up to 2 weeks), lectures are useless and the TAs aren't allowed to do anything in discussion except give you the worksheet and stare at you for 50 minutes. My advice - don't take this class unless you absolutely have to.\",\"course_id\":\"PHYSICS 104\",\"date\":\"2019-10-25 23:11:50 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"b4aa16fe013100d73e384f3e\",\"instructor_id\":\"rmp:700328\",\"instructor_name\":\"Peter Timbie\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTMyMzIwOTc3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/700328\"}],\"evidence_count\":3,\"review_ids\":[\"574aca1265590c4bee84a9ad\",\"1a07fa62500d5584b883393b\",\"b4aa16fe013100d73e384f3e\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:33094\",\"name\":\"Wesley Smith\"},{\"id\":\"rmp:700328\",\"name\":\"Peter Timbie\"}],\"review_year_end\":\"2019\",\"review_year_start\":\"2014\"},\"sentiment\":\"negative\",\"subject_instructor_id\":null,\"summary\":\"General course criticism includes pointless labs, irrelevant quizzes, and slow grading processes that frustrate students.\"}]}","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_0a6dafcdaeb7c047d94f694f","course_id":"PHYSICS 104","catalog_version_id":"24a3511f97ff037e8c91154472c8e7fc2d0fe3735a17ebf9d5c8f910fbe8ec89","record_version_id":"667b82472246fbaf5e9e12906881c135c47533471fc0f3a05496c0b20ecdc24b","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"c412e095e051c21507c82c7f31abf931ebd532280c73c98c2a6134c1ecbb305f","section":"student_summary","status":"invalid","value_json":"{\"context_hash\":\"ab2d02bdc233d1991e32bd9b048b4be593a00ca367a5b3cc9289bab75f6f066b\",\"course_id\":\"PHYSICS 104\",\"current_instructors\":[{\"instructor_uid\":\"instructor_468c19f88e69773c42fc15f4\",\"message\":null,\"name\":\"Daniel Thurs\",\"review_status\":\"supported\",\"rmp_instructor_id\":\"rmp:2018793\",\"summary\":[{\"citations\":[{\"instructor_name\":\"Daniel Thurs\",\"review_date\":\"2021-04-28 22:04:33 +0000 UTC\",\"review_id\":\"a8b55e0ba81142f9e69154c9\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2018793\",\"source_review_id\":\"UmF0aW5nLTM0NjUwOTQ4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2018793\",\"type\":\"review\"},{\"instructor_name\":\"Daniel Thurs\",\"review_date\":\"2022-03-23 13:52:13 +0000 UTC\",\"review_id\":\"e0fdf9a36c31a5daa81b9a2d\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2018793\",\"source_review_id\":\"UmF0aW5nLTM1OTY1NDI5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2018793\",\"type\":\"review\"},{\"instructor_name\":\"Daniel Thurs\",\"review_date\":\"2022-04-06 16:33:09 +0000 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Thurs\",\"review_date\":\"2023-04-18 05:10:16 +0000 UTC\",\"review_id\":\"e4942f7dbd775e9ea27d5021\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2018793\",\"source_review_id\":\"UmF0aW5nLTM3NjUxODE0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2018793\",\"type\":\"review\"},{\"instructor_name\":\"Daniel Thurs\",\"review_date\":\"2024-05-14 17:29:14 +0000 UTC\",\"review_id\":\"ae661fdbe2193913e1d000b5\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2018793\",\"source_review_id\":\"UmF0aW5nLTM5NDYwNTc4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2018793\",\"type\":\"review\"},{\"instructor_name\":\"Daniel Thurs\",\"review_date\":\"2025-05-07 00:57:04 +0000 UTC\",\"review_id\":\"332831b8f2a7391a9763300e\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2018793\",\"source_review_id\":\"UmF0aW5nLTQxMTg2OTk2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2018793\",\"type\":\"review\"},{\"instructor_name\":\"Daniel Thurs\",\"review_date\":\"2025-05-16 20:44:04 +0000 UTC\",\"review_id\":\"bb6e686bd6084f3d913093db\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2018793\",\"source_review_id\":\"UmF0aW5nLTQxMzA2MzI1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2018793\",\"type\":\"review\"}],\"evidence_scope\":\"past_student_reviews\",\"text\":\"Feedback on Daniel Thurs is divided; some students found his lectures clear and supportive, while others criticized the flipped format and exams for being excessively difficult and disconnected from course material. Several reviewers reported frustration with the lack of provided solutions and instances of grade management errors, such as multiple grade releases. Despite these concerns, others noted that TA office hours were helpful for understanding concepts.\"},{\"citations\":[{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":3,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":3,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":3,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2024: 3.09 GPA, 45.0% A/AB (n=606 letter grades); Spring 2025: 3.07 GPA, 43.3% A/AB (n=577 letter grades); Spring 2026: 3.10 GPA, 44.2% A/AB (n=566 letter grades). Includes jointly taught sections.\"}]},{\"instructor_uid\":\"instructor_5046c4c809fa6ec47dc071c2\",\"message\":null,\"name\":\"Ke Fang\",\"review_status\":\"supported\",\"rmp_instructor_id\":\"rmp:2992686\",\"summary\":[{\"citations\":[{\"instructor_name\":\"Ke Fang\",\"review_date\":\"2025-12-22 21:47:35 +0000 UTC\",\"review_id\":\"05adf5c2d41f7c2aece0ad52\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2992686\",\"source_review_id\":\"UmF0aW5nLTQyMzc4MjY3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2992686\",\"type\":\"review\"},{\"instructor_name\":\"Ke Fang\",\"review_date\":\"2026-04-21 13:43:11 +0000 UTC\",\"review_id\":\"33b865aa24e3cc5b196833f2\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2992686\",\"source_review_id\":\"UmF0aW5nLTQyODg2MTUz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2992686\",\"type\":\"review\"},{\"instructor_name\":\"Ke Fang\",\"review_date\":\"2026-05-13 01:10:06 +0000 UTC\",\"review_id\":\"cdf4b918a13582c8c3676a02\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2992686\",\"source_review_id\":\"UmF0aW5nLTQzMTEwNjc4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2992686\",\"type\":\"review\"}],\"evidence_scope\":\"past_student_reviews\",\"text\":\"Opinions on Ke Fang’s teaching varied significantly. One student found her lectures boring and noted technical difficulties, while others described her explanations as clear, logical, and effective for problem-solving. Students also mentioned she was pleasant and helpful after class.\"},{\"citations\":[{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":3,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2025: 3.16 GPA, 50.0% A/AB (n=366 letter grades); Spring 2026: 3.10 GPA, 44.2% A/AB (n=566 letter grades). Includes jointly taught sections.\"}]}],\"difficulty_workload\":[],\"errors\":[{\"error\":\"UnexpectedModelBehavior: Exceeded maximum output retries (2)\",\"instructor_uid\":null,\"mode\":\"overview\"}],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Benjamin Spike\",\"review_date\":\"2018-12-21 22:21:36 +0000 UTC\",\"review_id\":\"f32f1a16fae89d19bf31b6c4\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2422922\",\"source_review_id\":\"UmF0aW5nLTMxMTMyOTIz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2422922\",\"type\":\"review\"},{\"instructor_name\":\"Benjamin Spike\",\"review_date\":\"2026-01-02 20:38:00 +0000 UTC\",\"review_id\":\"3052503aa0593cd4e0a98601\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2422922\",\"source_review_id\":\"UmF0aW5nLTQyNDI4MTQ5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2422922\",\"type\":\"review\"}],\"evidence_scope\":\"past_student_reviews\",\"text\":\"Benjamin Spike, who taught the course multiple times, was described as knowledgeable but sometimes dry and monotone in lecture. One student noted that exams had no notes allowed, with each question worth eight points, and that mistakes significantly impacted grades. Another student reported heavy busy work and found it difficult to reach the professor beyond office hours, even during emergencies.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"3f5110430805ccdd533c0c072df62d68a8a5f5441c4530bbdb15d419a199a09c\",\"quick_take\":[{\"citations\":[{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.07 GPA, 43.3% A/AB (n=577 letter grades); Fall 2025: 3.16 GPA, 50.0% A/AB (n=366 letter grades); Spring 2026: 3.10 GPA, 44.2% A/AB (n=566 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"9dea82ef7f2113a5605c1c6030c4f9b19967eb742cc93a78268fb92357d29f5c\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"PHYSICS 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104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"BENJAMIN SPIKE is recorded teaching in Fall 2018, Fall 2019, Fall 2020, Fall 2021, Fall 2022, Fall 2023, Fall 2024, Fall 2025. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"}],\"text\":\"CARRIE FRANCIS is recorded teaching in Fall 2023. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 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104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":3,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":3,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":3,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":3,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":3,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"DANIEL THURS is recorded teaching in Fall 2015, Fall 2016, Fall 2017, Spring 2019, Spring 2020, Spring 2022, Spring 2023, Spring 2024, Spring 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1102\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1102\",\"type\":\"grade\"}],\"text\":\"DON REEDER is recorded teaching in Fall 2009. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":3,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"KE FANG is recorded teaching in Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1092\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1092\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1104\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1104\",\"type\":\"grade\"}],\"text\":\"PAUL TERRY is recorded teaching in Fall 2008, Spring 2010. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":3,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":3,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"}],\"text\":\"PETER TIMBIE is recorded teaching in Fall 2017, Fall 2019, Fall 2020, Fall 2021, Spring 2022, Spring 2025. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1074\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1074\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1084\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1084\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1104\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1104\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1114\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1114\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1124\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1124\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1134\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1134\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1144\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1144\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 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104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 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Calculate the resulting position, distribution, and motion of the charges.\",\"source_url\":\"https://guide.wisc.edu/courses/physics/\"}],\"text\":\"Calculate electrostatic force vectors and charge distributions.\"},{\"evidence\":[{\"course_id\":\"PHYSICS 104\",\"field\":\"official_learning_outcomes\",\"outcome_index\":3,\"quote\":\"Determine voltage changes across components and flow of electric currents through circuits of conducting wires, resistors, and capacitors.\",\"source_url\":\"https://guide.wisc.edu/courses/physics/\"}],\"text\":\"Analyze voltage and current in circuits with resistors and capacitors.\"},{\"evidence\":[{\"course_id\":\"PHYSICS 104\",\"field\":\"official_learning_outcomes\",\"outcome_index\":5,\"quote\":\"Calculate the effects of reflection and refraction, of interference and diffraction, and of mirrors and lenses.\",\"source_url\":\"https://guide.wisc.edu/courses/physics/\"}],\"text\":\"Calculate optical effects including interference and diffraction.\"},{\"evidence\":[{\"course_id\":\"PHYSICS 104\",\"field\":\"official_learning_outcomes\",\"outcome_index\":6,\"quote\":\"Calculate atomic and nuclear phenomena (e.g. atomic spectra, radioactivity) using the basic concepts of quantum mechanics.\",\"source_url\":\"https://guide.wisc.edu/courses/physics/\"}],\"text\":\"Apply quantum mechanics to atomic and nuclear phenomena.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"PHYSICS 104\",\"field\":\"description\",\"quote\":\"Continuation ofPHYSICS 103. Principles of electricity and magnetism, light, optics, and modern physics, with applications to a number of different fields. Not recommended for students in the physical sciences and engineering.\",\"source_url\":\"https://guide.wisc.edu/courses/physics/\"}],\"text\":\"Continuation of PHYSICS 103 covering electricity, magnetism, light, optics, and modern physics with cross-field applications; not recommended for physical science or engineering majors.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"PHYSICS 104\",\"field\":\"description\",\"quote\":\"Principles of electricity and magnetism, light, optics, and modern physics, with applications to a number of different fields.\",\"source_url\":\"https://guide.wisc.edu/courses/physics/\"}],\"text\":\"Electricity, magnetism, light, optics, and modern physics.\"}]}","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_0a6dafcdaeb7c047d94f694f","course_id":"PHYSICS 104","catalog_version_id":"24a3511f97ff037e8c91154472c8e7fc2d0fe3735a17ebf9d5c8f910fbe8ec89","record_version_id":"667b82472246fbaf5e9e12906881c135c47533471fc0f3a05496c0b20ecdc24b","job_id":"enrich-6556a505c10f448d98d02466","output_id":"7075e8a9750083fd66e8e8c86018d00cd5878ee3f007486ff2d697fb0a976c78","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Brian is one of the best physics profs I have had. He is very clear with his explanations and likes to answer questions. His exams are tough but fair, he will not try to trick you.\",\"course_id\":\"PHYSICS 104\",\"date\":\"2021-02-24 17:18:06 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"1097d9dc1e4c2cd5fabec347\",\"instructor_id\":\"rmp:2473104\",\"instructor_name\":\"Brian Rebel\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM0Mzg2ODQ2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2473104\"},{\"comment\":\"I had Prof. Rebel for physics 104 (online due to covid) and he made the experience painless. He's a caring guy who takes the time to explain any questions you might have during lectures and is responsive to student needs. He also has a cute dog.\",\"course_id\":\"PHYSICS 104\",\"date\":\"2021-03-10 16:52:47 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"ac98353edee27757fce70649\",\"instructor_id\":\"rmp:2473104\",\"instructor_name\":\"Brian Rebel\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0NDI1MjQx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2473104\"},{\"comment\":\"I absolutely hated physics and his lectures and personality made me look forward to coming to class. He is very kind, helpful with questions and explains concepts incredibly well. Exams are fair and he clearly wants people to succeed. 10/10!\",\"course_id\":\"PHYSICS 104\",\"date\":\"2021-03-10 17:37:11 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"7a5126e5d22fd57c8d5373a0\",\"instructor_id\":\"rmp:2473104\",\"instructor_name\":\"Brian Rebel\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0NDI1NDA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2473104\"},{\"comment\":\"Amazing professor. Really cares and does everything he can to help.\",\"course_id\":\"PHYSICS 104\",\"date\":\"2021-03-10 17:57:02 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"3c3bebbb07233ab38ec882e0\",\"instructor_id\":\"rmp:2473104\",\"instructor_name\":\"Brian Rebel\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0NDI1NTA1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2473104\"}],\"evidence_count\":4,\"review_ids\":[\"1097d9dc1e4c2cd5fabec347\",\"ac98353edee27757fce70649\",\"7a5126e5d22fd57c8d5373a0\",\"3c3bebbb07233ab38ec882e0\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2473104\",\"name\":\"Brian Rebel\"}],\"review_year_end\":\"2021\",\"review_year_start\":\"2021\"},\"sentiment\":\"positive\",\"subject_instructor_id\":\"rmp:2473104\",\"summary\":\"Cited reviews praise Brian Rebel for clear explanations, responsiveness to questions, and fair exams.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"Following our 2nd exam, grades were released 3 times, dans management of this course is unacceptable, 2 Q's on the exam didn't have a correct answer, they messed up partial credit and students grades dropped 20 points w/ no explanation & questions far beyond the scope of this course had to get dropped to bring the average up to a respectable number\",\"course_id\":\"PHYSICS 104\",\"date\":\"2022-04-06 16:33:09 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"744bdcec1d884b5b24023056\",\"instructor_id\":\"rmp:2018793\",\"instructor_name\":\"Daniel Thurs\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM2MDMwNTUy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2018793\"},{\"comment\":\"104 with Dan was absolutely awful-by far the worst experience with a class I've had so far at UW. Exams were practically impossible. Don't waste too much time studying because problems on exams are unlike anything you will have seen before. Also don't bother posting to Piazza because you'll be ignored!\",\"course_id\":\"PHYSICS 104\",\"date\":\"2022-05-14 00:41:26 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"6da341bb9b9dc5aa6a306f68\",\"instructor_id\":\"rmp:2018793\",\"instructor_name\":\"Daniel Thurs\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM2MzM1NTE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2018793\"},{\"comment\":\"Overall, physics with Daniel Thurs was a pretty frustrating experience. Most exams were much more difficult than expected for an introductory physics course. The flipped lectures and the way the course is taught is unfortunately not very helpful and does not foster learning, many people I know would simply not go to lecture as they are no help.\",\"course_id\":\"PHYSICS 104\",\"date\":\"2024-05-14 17:29:14 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"ae661fdbe2193913e1d000b5\",\"instructor_id\":\"rmp:2018793\",\"instructor_name\":\"Daniel Thurs\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM5NDYwNTc4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2018793\"}],\"evidence_count\":3,\"review_ids\":[\"744bdcec1d884b5b24023056\",\"6da341bb9b9dc5aa6a306f68\",\"ae661fdbe2193913e1d000b5\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2018793\",\"name\":\"Daniel Thurs\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2022\"},\"sentiment\":\"negative\",\"subject_instructor_id\":\"rmp:2018793\",\"summary\":\"Reviews criticize Daniel Thurs for difficult exams that do not reflect lecture material and issues with grade management.\"},{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"She is very unenthusiastic and monotone, making lectures quite boring and hard to pay attention to. She is not a great lecturer or communicator. The class is graded off very few tests that are VERY hard and often do not reflect what has been taught during lecture or what has appeared on the review, same goes for the homework.\",\"course_id\":\"PHYSICS 104\",\"date\":\"2024-04-16 17:39:31 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"d4212c992312d2ac7ce8ab3d\",\"instructor_id\":\"rmp:2959139\",\"instructor_name\":\"Carrie Francis\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM5MTgzOTkw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2959139\"},{\"comment\":\"She was the most boring lecturer that I've encountered which made it difficult to pay attention. The second half of the semester she teaches is based around difficult/obscure homework assignments and midterms that feel like they are made to trick you and catch you off guard (I studied/prepared a decent amount for the exams and attended lectures)\",\"course_id\":\"PHYSICS 104\",\"date\":\"2024-05-02 19:05:23 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"6986bdaae64a99fa5c93ffcc\",\"instructor_id\":\"rmp:2959139\",\"instructor_name\":\"Carrie Francis\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM5MzQzNDI5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2959139\"},{\"comment\":\"The lectures were very boring and her explanations were very confusing. I would try to avoid her as a lecturer. The exams were not too difficult but I needed to teach myself everything and ask the TA's most of the questions.\",\"course_id\":\"PHYSICS 104\",\"date\":\"2024-05-17 18:03:55 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"539e6b4cd3379a5947363e2c\",\"instructor_id\":\"rmp:2959139\",\"instructor_name\":\"Carrie Francis\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM5NDg0OTQ5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2959139\"}],\"evidence_count\":3,\"review_ids\":[\"d4212c992312d2ac7ce8ab3d\",\"6986bdaae64a99fa5c93ffcc\",\"539e6b4cd3379a5947363e2c\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2959139\",\"name\":\"Carrie Francis\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2024\"},\"sentiment\":\"negative\",\"subject_instructor_id\":\"rmp:2959139\",\"summary\":\"Cited reviews describe Carrie Francis's lectures as boring, unenthusiastic, and confusing, with exams that feel like trick questions.\"},{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"I am confused why her reviews are so low!? I thought that Dr. Fang was awesome, my favorite 104 lecturer by far. Her lectures are clear, concise, and logical - she gets right to the point without any extra fluff. Very good at walking through problems step by step. Pleasant and smiley too! Overall great prof. \",\"course_id\":\"PHYSICS 104\",\"date\":\"2026-04-21 13:43:11 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"33b865aa24e3cc5b196833f2\",\"instructor_id\":\"rmp:2992686\",\"instructor_name\":\"Ke Fang\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTQyODg2MTUz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2992686\"},{\"comment\":\"Ke was an amazing professor. She really understands the materials and does a very good job at explaining different concepts.  \",\"course_id\":\"PHYSICS 104\",\"date\":\"2026-05-13 01:10:06 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"cdf4b918a13582c8c3676a02\",\"instructor_id\":\"rmp:2992686\",\"instructor_name\":\"Ke Fang\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQzMTEwNjc4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2992686\"}],\"evidence_count\":2,\"review_ids\":[\"33b865aa24e3cc5b196833f2\",\"cdf4b918a13582c8c3676a02\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2992686\",\"name\":\"Ke Fang\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2026\"},\"sentiment\":\"positive\",\"subject_instructor_id\":\"rmp:2992686\",\"summary\":\"Reviews highlight Ke Fang as an amazing professor who explains concepts clearly and concisely.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Professor Spike was a pretty decent professor for 104, and I preferred his lecturing style a lot in units 1 and 4, he usually goes at a slower pace and emphasizes important concepts that you need for the exam. The labs and homeworks can get a little annoying but the course is setup with a lot of learning outside of class as well.\",\"course_id\":\"PHYSICS 104\",\"date\":\"2025-12-31 22:53:39 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"93a33798b36b6801438710a1\",\"instructor_id\":\"rmp:2422922\",\"instructor_name\":\"Benjamin Spike\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQyNDIyNzU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2422922\"},{\"comment\":\"So much busy work. While good at speaking and knowledgeable in content, lectures are extremely large. You will very rarely be able to reach him beyond office hour sand class, including when I had an extreme personal emergency, with very limited accommodations. He is also very monotone and lectures can be dry, especially when demos fail.\",\"course_id\":\"PHYSICS 104\",\"date\":\"2026-01-02 20:38:00 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"3052503aa0593cd4e0a98601\",\"instructor_id\":\"rmp:2422922\",\"instructor_name\":\"Benjamin Spike\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQyNDI4MTQ5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2422922\"}],\"evidence_count\":2,\"review_ids\":[\"93a33798b36b6801438710a1\",\"3052503aa0593cd4e0a98601\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2422922\",\"name\":\"Benjamin Spike\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2025\"},\"sentiment\":\"mixed\",\"subject_instructor_id\":\"rmp:2422922\",\"summary\":\"Feedback on Benjamin Spike varies from praising his slower pace and concept emphasis to criticizing heavy busy work and monotone delivery.\"},{\"aspect\":\"organization\",\"evidence\":[{\"comment\":\"Worst. Class. Ever. Well, it's slightly better than 103 because the material is easier, but the course is just as bad. Mandatory but pointless labs. Irrelevant quizzes worth 30% of your grade. And exams that are not conceptual at all. Go to discussion and make good notecards and you should be relatively fine (albeit miserable).\",\"course_id\":\"PHYSICS 104\",\"date\":\"2014-05-10 18:21:37 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"574aca1265590c4bee84a9ad\",\"instructor_id\":\"rmp:33094\",\"instructor_name\":\"Wesley Smith\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTIzMjE2NTYy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/33094\"},{\"comment\":\"Avoid taking 103104 if you can. Terrible classes, terrible professor. Lecture is worthless, labs don't relate to anything that you'll be tested on, and discussion is sometimes useful but rarely. It's known that this class is awful and yet nothing is done about it. Tests are ridiculous.\",\"course_id\":\"PHYSICS 104\",\"date\":\"2015-05-14 16:03:07 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"1a07fa62500d5584b883393b\",\"instructor_id\":\"rmp:33094\",\"instructor_name\":\"Wesley Smith\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTI0ODMxOTEy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/33094\"},{\"comment\":\"This is more about the class (Physics 104) and less about the professor. This whole class is garbage. The grading takes forever (up to 2 weeks), lectures are useless and the TAs aren't allowed to do anything in discussion except give you the worksheet and stare at you for 50 minutes. My advice - don't take this class unless you absolutely have to.\",\"course_id\":\"PHYSICS 104\",\"date\":\"2019-10-25 23:11:50 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"b4aa16fe013100d73e384f3e\",\"instructor_id\":\"rmp:700328\",\"instructor_name\":\"Peter Timbie\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTMyMzIwOTc3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/700328\"}],\"evidence_count\":3,\"review_ids\":[\"574aca1265590c4bee84a9ad\",\"1a07fa62500d5584b883393b\",\"b4aa16fe013100d73e384f3e\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:33094\",\"name\":\"Wesley Smith\"},{\"id\":\"rmp:700328\",\"name\":\"Peter Timbie\"}],\"review_year_end\":\"2019\",\"review_year_start\":\"2014\"},\"sentiment\":\"negative\",\"subject_instructor_id\":null,\"summary\":\"General course criticism includes pointless labs, irrelevant quizzes, and slow grading processes that frustrate students.\"}]}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":false},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_0a6dafcdaeb7c047d94f694f","course_id":"PHYSICS 104","catalog_version_id":"20922392b357482cdc7e91df363a815ea354331319889896af879a8e033d01fb","record_version_id":"613dac63002d033d9b002fa28888176ec49a38cdc16aa1be0dc12c391d2aca7f","job_id":"enrich-789789da373eecc1ff75f626","output_id":"81272688115355e6ae740a2b709fcac69534283edc8c2ad71a06baef9c25716e","section":"requirements","status":"invalid","value_json":null,"candidate_json":"{\"nodes\":[{\"children\":[\"n1\",\"n8\"],\"condition\":null,\"course\":null,\"evidence\":\"PHYSICS 103,201,207,247,E M A 201or special student standing. 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He is very clear with his explanations and likes to answer questions. His exams are tough but fair, he will not try to trick you.\",\"course_id\":\"PHYSICS 104\",\"date\":\"2021-02-24 17:18:06 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"1097d9dc1e4c2cd5fabec347\",\"instructor_id\":\"rmp:2473104\",\"instructor_name\":\"Brian Rebel\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM0Mzg2ODQ2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2473104\"},{\"comment\":\"I had Prof. Rebel for physics 104 (online due to covid) and he made the experience painless. He's a caring guy who takes the time to explain any questions you might have during lectures and is responsive to student needs. 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Exams were practically impossible. Don't waste too much time studying because problems on exams are unlike anything you will have seen before. Also don't bother posting to Piazza because you'll be ignored!\",\"course_id\":\"PHYSICS 104\",\"date\":\"2022-05-14 00:41:26 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"6da341bb9b9dc5aa6a306f68\",\"instructor_id\":\"rmp:2018793\",\"instructor_name\":\"Daniel Thurs\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM2MzM1NTE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2018793\"},{\"comment\":\"Overall, physics with Daniel Thurs was a pretty frustrating experience. Most exams were much more difficult than expected for an introductory physics course. 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She is not a great lecturer or communicator. The class is graded off very few tests that are VERY hard and often do not reflect what has been taught during lecture or what has appeared on the review, same goes for the homework.\",\"course_id\":\"PHYSICS 104\",\"date\":\"2024-04-16 17:39:31 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"d4212c992312d2ac7ce8ab3d\",\"instructor_id\":\"rmp:2959139\",\"instructor_name\":\"Carrie Francis\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM5MTgzOTkw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2959139\"},{\"comment\":\"She was the most boring lecturer that I've encountered which made it difficult to pay attention. The second half of the semester she teaches is based around difficult/obscure homework assignments and midterms that feel like they are made to trick you and catch you off guard (I studied/prepared a decent amount for the exams and attended lectures)\",\"course_id\":\"PHYSICS 104\",\"date\":\"2024-05-02 19:05:23 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"6986bdaae64a99fa5c93ffcc\",\"instructor_id\":\"rmp:2959139\",\"instructor_name\":\"Carrie Francis\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM5MzQzNDI5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2959139\"},{\"comment\":\"The lectures were very boring and her explanations were very confusing. I would try to avoid her as a lecturer. The exams were not too difficult but I needed to teach myself everything and ask the TA's most of the questions.\",\"course_id\":\"PHYSICS 104\",\"date\":\"2024-05-17 18:03:55 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"539e6b4cd3379a5947363e2c\",\"instructor_id\":\"rmp:2959139\",\"instructor_name\":\"Carrie Francis\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM5NDg0OTQ5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2959139\"}],\"evidence_count\":3,\"review_ids\":[\"d4212c992312d2ac7ce8ab3d\",\"6986bdaae64a99fa5c93ffcc\",\"539e6b4cd3379a5947363e2c\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2959139\",\"name\":\"Carrie Francis\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2024\"},\"sentiment\":\"negative\",\"subject_instructor_id\":\"rmp:2959139\",\"summary\":\"Cited reviews describe Carrie Francis's lectures as boring, unenthusiastic, and confusing, with exams that feel like trick questions.\"},{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"I am confused why her reviews are so low!? I thought that Dr. Fang was awesome, my favorite 104 lecturer by far. Her lectures are clear, concise, and logical - she gets right to the point without any extra fluff. Very good at walking through problems step by step. Pleasant and smiley too! Overall great prof. \",\"course_id\":\"PHYSICS 104\",\"date\":\"2026-04-21 13:43:11 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"33b865aa24e3cc5b196833f2\",\"instructor_id\":\"rmp:2992686\",\"instructor_name\":\"Ke Fang\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTQyODg2MTUz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2992686\"},{\"comment\":\"Ke was an amazing professor. She really understands the materials and does a very good job at explaining different concepts.  \",\"course_id\":\"PHYSICS 104\",\"date\":\"2026-05-13 01:10:06 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"cdf4b918a13582c8c3676a02\",\"instructor_id\":\"rmp:2992686\",\"instructor_name\":\"Ke Fang\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQzMTEwNjc4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2992686\"}],\"evidence_count\":2,\"review_ids\":[\"33b865aa24e3cc5b196833f2\",\"cdf4b918a13582c8c3676a02\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2992686\",\"name\":\"Ke Fang\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2026\"},\"sentiment\":\"positive\",\"subject_instructor_id\":\"rmp:2992686\",\"summary\":\"Reviews highlight Ke Fang as an amazing professor who explains concepts clearly and concisely.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Professor Spike was a pretty decent professor for 104, and I preferred his lecturing style a lot in units 1 and 4, he usually goes at a slower pace and emphasizes important concepts that you need for the exam. The labs and homeworks can get a little annoying but the course is setup with a lot of learning outside of class as well.\",\"course_id\":\"PHYSICS 104\",\"date\":\"2025-12-31 22:53:39 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"93a33798b36b6801438710a1\",\"instructor_id\":\"rmp:2422922\",\"instructor_name\":\"Benjamin Spike\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQyNDIyNzU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2422922\"},{\"comment\":\"So much busy work. While good at speaking and knowledgeable in content, lectures are extremely large. You will very rarely be able to reach him beyond office hour sand class, including when I had an extreme personal emergency, with very limited accommodations. He is also very monotone and lectures can be dry, especially when demos fail.\",\"course_id\":\"PHYSICS 104\",\"date\":\"2026-01-02 20:38:00 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"3052503aa0593cd4e0a98601\",\"instructor_id\":\"rmp:2422922\",\"instructor_name\":\"Benjamin Spike\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQyNDI4MTQ5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2422922\"}],\"evidence_count\":2,\"review_ids\":[\"93a33798b36b6801438710a1\",\"3052503aa0593cd4e0a98601\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2422922\",\"name\":\"Benjamin Spike\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2025\"},\"sentiment\":\"mixed\",\"subject_instructor_id\":\"rmp:2422922\",\"summary\":\"Feedback on Benjamin Spike varies from praising his slower pace and concept emphasis to criticizing heavy busy work and monotone delivery.\"},{\"aspect\":\"organization\",\"evidence\":[{\"comment\":\"Worst. Class. Ever. Well, it's slightly better than 103 because the material is easier, but the course is just as bad. Mandatory but pointless labs. Irrelevant quizzes worth 30% of your grade. And exams that are not conceptual at all. Go to discussion and make good notecards and you should be relatively fine (albeit miserable).\",\"course_id\":\"PHYSICS 104\",\"date\":\"2014-05-10 18:21:37 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"574aca1265590c4bee84a9ad\",\"instructor_id\":\"rmp:33094\",\"instructor_name\":\"Wesley Smith\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTIzMjE2NTYy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/33094\"},{\"comment\":\"Avoid taking 103104 if you can. Terrible classes, terrible professor. Lecture is worthless, labs don't relate to anything that you'll be tested on, and discussion is sometimes useful but rarely. It's known that this class is awful and yet nothing is done about it. Tests are ridiculous.\",\"course_id\":\"PHYSICS 104\",\"date\":\"2015-05-14 16:03:07 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"1a07fa62500d5584b883393b\",\"instructor_id\":\"rmp:33094\",\"instructor_name\":\"Wesley Smith\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTI0ODMxOTEy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/33094\"},{\"comment\":\"This is more about the class (Physics 104) and less about the professor. This whole class is garbage. The grading takes forever (up to 2 weeks), lectures are useless and the TAs aren't allowed to do anything in discussion except give you the worksheet and stare at you for 50 minutes. My advice - don't take this class unless you absolutely have to.\",\"course_id\":\"PHYSICS 104\",\"date\":\"2019-10-25 23:11:50 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"b4aa16fe013100d73e384f3e\",\"instructor_id\":\"rmp:700328\",\"instructor_name\":\"Peter Timbie\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTMyMzIwOTc3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/700328\"}],\"evidence_count\":3,\"review_ids\":[\"574aca1265590c4bee84a9ad\",\"1a07fa62500d5584b883393b\",\"b4aa16fe013100d73e384f3e\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:33094\",\"name\":\"Wesley Smith\"},{\"id\":\"rmp:700328\",\"name\":\"Peter Timbie\"}],\"review_year_end\":\"2019\",\"review_year_start\":\"2014\"},\"sentiment\":\"negative\",\"subject_instructor_id\":null,\"summary\":\"General course criticism includes pointless labs, irrelevant quizzes, and slow grading processes that frustrate students.\"}]}","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_0a6dafcdaeb7c047d94f694f","course_id":"PHYSICS 104","catalog_version_id":"20922392b357482cdc7e91df363a815ea354331319889896af879a8e033d01fb","record_version_id":"613dac63002d033d9b002fa28888176ec49a38cdc16aa1be0dc12c391d2aca7f","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"39a8fc6670194542a45fa87d14cb6713cd00b64352794ba65d76a54100c8849a","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n8\"],\"condition\":null,\"course\":null,\"evidence\":\"PHYSICS 103,201,207,247,E M A 201or special student standing. 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He is very clear with his explanations and likes to answer questions. His exams are tough but fair, he will not try to trick you.\",\"course_id\":\"PHYSICS 104\",\"date\":\"2021-02-24 17:18:06 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"1097d9dc1e4c2cd5fabec347\",\"instructor_id\":\"rmp:2473104\",\"instructor_name\":\"Brian Rebel\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM0Mzg2ODQ2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2473104\"},{\"comment\":\"I am confused why her reviews are so low!? I thought that Dr. Fang was awesome, my favorite 104 lecturer by far. Her lectures are clear, concise, and logical - she gets right to the point without any extra fluff. Very good at walking through problems step by step. Pleasant and smiley too! Overall great prof. \",\"course_id\":\"PHYSICS 104\",\"date\":\"2026-04-21 13:43:11 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"33b865aa24e3cc5b196833f2\",\"instructor_id\":\"rmp:2992686\",\"instructor_name\":\"Ke Fang\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTQyODg2MTUz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2992686\"},{\"comment\":\"very boring and useless to go to his lectures. just read the book he doesn't teach you anything.\",\"course_id\":\"PHYSICS 104\",\"date\":\"2005-05-19 00:39:41 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"d056d91ab4c604f7dbb1909c\",\"instructor_id\":\"rmp:549771\",\"instructor_name\":\"Paul Terry\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTM4ODgwODE=\",\"source_url\":\"https://www.ratemyprofessors.com/professor/549771\"},{\"comment\":\"WORST PROF. lectures are useless. did problems wrong on board and how solutions were even wrong. talks about history more than physics and didn't give us useful information for test. Only passed from having a great TA. He was rude and laughed at people for saying wrong answer after having called them out. AVOID.\",\"course_id\":\"PHYSICS 104\",\"date\":\"2014-08-11 23:24:38 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"ea393babc9f1dc0677a38013\",\"instructor_id\":\"rmp:983203\",\"instructor_name\":\"Marshall Onellion\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTIzNTIwNDYw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/983203\"},{\"comment\":\"She was super nice but not a great teacher. Was pretty scattered when teaching and didn't teach with a lot of enthusiasm which made it hard to pay attention. \",\"course_id\":\"PHYSICS 104\",\"date\":\"2024-01-23 17:30:35 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"7be5aae72160d46c8c49541c\",\"instructor_id\":\"rmp:2959139\",\"instructor_name\":\"Carrie Francis\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM4OTE1NTcz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2959139\"},{\"comment\":\"She is very unenthusiastic and monotone, making lectures quite boring and hard to pay attention to. She is not a great lecturer or communicator. The class is graded off very few tests that are VERY hard and often do not reflect what has been taught during lecture or what has appeared on the review, same goes for the homework.\",\"course_id\":\"PHYSICS 104\",\"date\":\"2024-04-16 17:39:31 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"d4212c992312d2ac7ce8ab3d\",\"instructor_id\":\"rmp:2959139\",\"instructor_name\":\"Carrie Francis\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM5MTgzOTkw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2959139\"}],\"evidence_count\":6,\"review_ids\":[\"1097d9dc1e4c2cd5fabec347\",\"33b865aa24e3cc5b196833f2\",\"d056d91ab4c604f7dbb1909c\",\"ea393babc9f1dc0677a38013\",\"7be5aae72160d46c8c49541c\",\"d4212c992312d2ac7ce8ab3d\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2473104\",\"name\":\"Brian Rebel\"},{\"id\":\"rmp:2959139\",\"name\":\"Carrie Francis\"},{\"id\":\"rmp:2992686\",\"name\":\"Ke Fang\"},{\"id\":\"rmp:549771\",\"name\":\"Paul Terry\"},{\"id\":\"rmp:983203\",\"name\":\"Marshall Onellion\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2005\"},\"sentiment\":\"mixed\",\"summary\":\"Instructor quality varies widely; some are clear and helpful while others are described as boring or confusing.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"Worst. Class. Ever. Well, it's slightly better than 103 because the material is easier, but the course is just as bad. Mandatory but pointless labs. Irrelevant quizzes worth 30% of your grade. And exams that are not conceptual at all. Go to discussion and make good notecards and you should be relatively fine (albeit miserable).\",\"course_id\":\"PHYSICS 104\",\"date\":\"2014-05-10 18:21:37 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"574aca1265590c4bee84a9ad\",\"instructor_id\":\"rmp:33094\",\"instructor_name\":\"Wesley Smith\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTIzMjE2NTYy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/33094\"},{\"comment\":\"WORST PROF. lectures are useless. did problems wrong on board and how solutions were even wrong. talks about history more than physics and didn't give us useful information for test. Only passed from having a great TA. He was rude and laughed at people for saying wrong answer after having called them out. AVOID.\",\"course_id\":\"PHYSICS 104\",\"date\":\"2014-08-11 23:24:38 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"ea393babc9f1dc0677a38013\",\"instructor_id\":\"rmp:983203\",\"instructor_name\":\"Marshall Onellion\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTIzNTIwNDYw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/983203\"},{\"comment\":\"one of the worst teachers ever. i didn't like my TA in the beginning of the semester so I emailed him for help, and he basically blew me off. What a jerk!!! He is very self-absorbed and gives the hardest, most impossible tests ever. Also, there are weekly quizzes which are very tough and unrelated to what he talks about in class.  Don't go to class\",\"course_id\":\"PHYSICS 104\",\"date\":\"2015-01-29 20:44:39 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"3afb11a6adce8394e19d5e5c\",\"instructor_id\":\"rmp:33094\",\"instructor_name\":\"Wesley Smith\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTI0MzQ1MDU3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/33094\"},{\"comment\":\"Worst class I've taken at UW, and I'm a senior. I found 104 more interesting than 103, but just as hard. Especially with a professor who puts so little effort into his class. Half of exam questions are copied from somewhere else. Smith is a horrible person. Impossible tests, pointless labs, difficult quizzes every week... Good luck. You'll need it\",\"course_id\":\"PHYSICS 104\",\"date\":\"2015-04-22 21:29:12 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"42219369cff564cd62747d78\",\"instructor_id\":\"rmp:33094\",\"instructor_name\":\"Wesley Smith\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTI0NjUwNDk4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/33094\"},{\"comment\":\"Following our 2nd exam, grades were released 3 times, dans management of this course is unacceptable, 2 Q's on the exam didn't have a correct answer, they messed up partial credit and students grades dropped 20 points w/ no explanation & questions far beyond the scope of this course had to get dropped to bring the average up to a respectable number\",\"course_id\":\"PHYSICS 104\",\"date\":\"2022-04-06 16:33:09 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"744bdcec1d884b5b24023056\",\"instructor_id\":\"rmp:2018793\",\"instructor_name\":\"Daniel Thurs\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM2MDMwNTUy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2018793\"},{\"comment\":\"I literally can not understand this man's lectures. He does not know how to teach or write exams, as many questions on our exams did not have a correct answer to choose from. Exams have questions that are not even about things we have learned before. Terrible professor. \",\"course_id\":\"PHYSICS 104\",\"date\":\"2022-05-11 21:06:02 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"2087340a342818b8e1200904\",\"instructor_id\":\"rmp:700328\",\"instructor_name\":\"Peter Timbie\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM2MzEzNDU2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/700328\"},{\"comment\":\"104 with Dan was absolutely awful-by far the worst experience with a class I've had so far at UW. Exams were practically impossible. Don't waste too much time studying because problems on exams are unlike anything you will have seen before. Also don't bother posting to Piazza because you'll be ignored!\",\"course_id\":\"PHYSICS 104\",\"date\":\"2022-05-14 00:41:26 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"6da341bb9b9dc5aa6a306f68\",\"instructor_id\":\"rmp:2018793\",\"instructor_name\":\"Daniel Thurs\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM2MzM1NTE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2018793\"},{\"comment\":\"She was the most boring lecturer that I've encountered which made it difficult to pay attention. The second half of the semester she teaches is based around difficult/obscure homework assignments and midterms that feel like they are made to trick you and catch you off guard (I studied/prepared a decent amount for the exams and attended lectures)\",\"course_id\":\"PHYSICS 104\",\"date\":\"2024-05-02 19:05:23 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"6986bdaae64a99fa5c93ffcc\",\"instructor_id\":\"rmp:2959139\",\"instructor_name\":\"Carrie Francis\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM5MzQzNDI5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2959139\"},{\"comment\":\"Overall, physics with Daniel Thurs was a pretty frustrating experience. Most exams were much more difficult than expected for an introductory physics course. The flipped lectures and the way the course is taught is unfortunately not very helpful and does not foster learning, many people I know would simply not go to lecture as they are no help.\",\"course_id\":\"PHYSICS 104\",\"date\":\"2024-05-14 17:29:14 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"ae661fdbe2193913e1d000b5\",\"instructor_id\":\"rmp:2018793\",\"instructor_name\":\"Daniel Thurs\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM5NDYwNTc4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2018793\"}],\"evidence_count\":9,\"review_ids\":[\"574aca1265590c4bee84a9ad\",\"ea393babc9f1dc0677a38013\",\"3afb11a6adce8394e19d5e5c\",\"42219369cff564cd62747d78\",\"744bdcec1d884b5b24023056\",\"2087340a342818b8e1200904\",\"6da341bb9b9dc5aa6a306f68\",\"6986bdaae64a99fa5c93ffcc\",\"ae661fdbe2193913e1d000b5\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2018793\",\"name\":\"Daniel Thurs\"},{\"id\":\"rmp:2959139\",\"name\":\"Carrie Francis\"},{\"id\":\"rmp:33094\",\"name\":\"Wesley Smith\"},{\"id\":\"rmp:700328\",\"name\":\"Peter Timbie\"},{\"id\":\"rmp:983203\",\"name\":\"Marshall Onellion\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2014\"},\"sentiment\":\"negative\",\"summary\":\"Exams are frequently described as difficult, disconnected from lectures, or containing errors, with harsh grading policies.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Worst. Class. Ever. Well, it's slightly better than 103 because the material is easier, but the course is just as bad. Mandatory but pointless labs. Irrelevant quizzes worth 30% of your grade. And exams that are not conceptual at all. Go to discussion and make good notecards and you should be relatively fine (albeit miserable).\",\"course_id\":\"PHYSICS 104\",\"date\":\"2014-05-10 18:21:37 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"574aca1265590c4bee84a9ad\",\"instructor_id\":\"rmp:33094\",\"instructor_name\":\"Wesley Smith\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTIzMjE2NTYy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/33094\"},{\"comment\":\"Avoid taking 103104 if you can. Terrible classes, terrible professor. Lecture is worthless, labs don't relate to anything that you'll be tested on, and discussion is sometimes useful but rarely. It's known that this class is awful and yet nothing is done about it. Tests are ridiculous.\",\"course_id\":\"PHYSICS 104\",\"date\":\"2015-05-14 16:03:07 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"1a07fa62500d5584b883393b\",\"instructor_id\":\"rmp:33094\",\"instructor_name\":\"Wesley Smith\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTI0ODMxOTEy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/33094\"},{\"comment\":\"This is more about the class (Physics 104) and less about the professor. This whole class is garbage. The grading takes forever (up to 2 weeks), lectures are useless and the TAs aren't allowed to do anything in discussion except give you the worksheet and stare at you for 50 minutes. My advice - don't take this class unless you absolutely have to.\",\"course_id\":\"PHYSICS 104\",\"date\":\"2019-10-25 23:11:50 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"b4aa16fe013100d73e384f3e\",\"instructor_id\":\"rmp:700328\",\"instructor_name\":\"Peter Timbie\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTMyMzIwOTc3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/700328\"},{\"comment\":\"So much busy work. While good at speaking and knowledgeable in content, lectures are extremely large. You will very rarely be able to reach him beyond office hour sand class, including when I had an extreme personal emergency, with very limited accommodations. He is also very monotone and lectures can be dry, especially when demos fail.\",\"course_id\":\"PHYSICS 104\",\"date\":\"2026-01-02 20:38:00 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"3052503aa0593cd4e0a98601\",\"instructor_id\":\"rmp:2422922\",\"instructor_name\":\"Benjamin Spike\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQyNDI4MTQ5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2422922\"},{\"comment\":\"Be prepared to spend a couple hours each week to complete pre-lectures, homework and quizzes. Discussion and homework aren't reflective of exams but are good for understanding concepts. Highly recommend attending office hours as TA were very helpful! Thurs is the best lecturer out of the three, and also occasionally frequents office hours\",\"course_id\":\"PHYSICS 104\",\"date\":\"2025-05-16 20:44:04 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"bb6e686bd6084f3d913093db\",\"instructor_id\":\"rmp:2018793\",\"instructor_name\":\"Daniel Thurs\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTQxMzA2MzI1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2018793\"}],\"evidence_count\":5,\"review_ids\":[\"574aca1265590c4bee84a9ad\",\"1a07fa62500d5584b883393b\",\"b4aa16fe013100d73e384f3e\",\"3052503aa0593cd4e0a98601\",\"bb6e686bd6084f3d913093db\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2018793\",\"name\":\"Daniel Thurs\"},{\"id\":\"rmp:2422922\",\"name\":\"Benjamin Spike\"},{\"id\":\"rmp:33094\",\"name\":\"Wesley Smith\"},{\"id\":\"rmp:700328\",\"name\":\"Peter Timbie\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2014\"},\"sentiment\":\"negative\",\"summary\":\"Students report high workload due to busy work, irrelevant labs/quizzes, and the need for extensive self-study.\"},{\"aspect\":\"organization\",\"evidence\":[{\"comment\":\"Nice guy, will help with questions. Does not teach anything on the tests or homework. Just talks about practical application and very limited theory. Expects you to be able to do complex problems without seeing any examples.\",\"course_id\":\"PHYSICS 104\",\"date\":\"2005-05-11 01:52:13 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"4a211ffae9307f07fcece4ce\",\"instructor_id\":\"rmp:549770\",\"instructor_name\":\"Mark Rzchowski\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM4MzM4OTU=\",\"source_url\":\"https://www.ratemyprofessors.com/professor/549770\"},{\"comment\":\"This is more about the class (Physics 104) and less about the professor. This whole class is garbage. The grading takes forever (up to 2 weeks), lectures are useless and the TAs aren't allowed to do anything in discussion except give you the worksheet and stare at you for 50 minutes. My advice - don't take this class unless you absolutely have to.\",\"course_id\":\"PHYSICS 104\",\"date\":\"2019-10-25 23:11:50 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"b4aa16fe013100d73e384f3e\",\"instructor_id\":\"rmp:700328\",\"instructor_name\":\"Peter Timbie\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTMyMzIwOTc3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/700328\"},{\"comment\":\"Following our 2nd exam, grades were released 3 times, dans management of this course is unacceptable, 2 Q's on the exam didn't have a correct answer, they messed up partial credit and students grades dropped 20 points w/ no explanation & questions far beyond the scope of this course had to get dropped to bring the average up to a respectable number\",\"course_id\":\"PHYSICS 104\",\"date\":\"2022-04-06 16:33:09 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"744bdcec1d884b5b24023056\",\"instructor_id\":\"rmp:2018793\",\"instructor_name\":\"Daniel Thurs\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM2MDMwNTUy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2018793\"},{\"comment\":\"I literally can not understand this man's lectures. He does not know how to teach or write exams, as many questions on our exams did not have a correct answer to choose from. Exams have questions that are not even about things we have learned before. Terrible professor. \",\"course_id\":\"PHYSICS 104\",\"date\":\"2022-05-11 21:06:02 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"2087340a342818b8e1200904\",\"instructor_id\":\"rmp:700328\",\"instructor_name\":\"Peter Timbie\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM2MzEzNDU2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/700328\"},{\"comment\":\"104 with Dan was absolutely awful-by far the worst experience with a class I've had so far at UW. Exams were practically impossible. Don't waste too much time studying because problems on exams are unlike anything you will have seen before. Also don't bother posting to Piazza because you'll be ignored!\",\"course_id\":\"PHYSICS 104\",\"date\":\"2022-05-14 00:41:26 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"6da341bb9b9dc5aa6a306f68\",\"instructor_id\":\"rmp:2018793\",\"instructor_name\":\"Daniel Thurs\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM2MzM1NTE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2018793\"}],\"evidence_count\":5,\"review_ids\":[\"4a211ffae9307f07fcece4ce\",\"b4aa16fe013100d73e384f3e\",\"744bdcec1d884b5b24023056\",\"2087340a342818b8e1200904\",\"6da341bb9b9dc5aa6a306f68\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2018793\",\"name\":\"Daniel Thurs\"},{\"id\":\"rmp:549770\",\"name\":\"Mark Rzchowski\"},{\"id\":\"rmp:700328\",\"name\":\"Peter Timbie\"}],\"review_year_end\":\"2022\",\"review_year_start\":\"2005\"},\"sentiment\":\"negative\",\"summary\":\"Course management issues include poor communication, exam errors, and restricted TA support.\"}]}","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_0a6dafcdaeb7c047d94f694f","course_id":"PHYSICS 104","catalog_version_id":"20922392b357482cdc7e91df363a815ea354331319889896af879a8e033d01fb","record_version_id":"613dac63002d033d9b002fa28888176ec49a38cdc16aa1be0dc12c391d2aca7f","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"39a8fc6670194542a45fa87d14cb6713cd00b64352794ba65d76a54100c8849a","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"6cc0a53555d62640a8a0d2320cbac1b2a0d299803b1feb1aaf86ae2983de4ec8\",\"course_id\":\"PHYSICS 104\",\"current_instructors\":[{\"instructor_uid\":\"instructor_dce88f3418df7f00639d839d\",\"message\":null,\"name\":\"Benjamin Spike\",\"review_status\":\"supported\",\"rmp_instructor_id\":\"rmp:2422922\",\"summary\":[{\"citations\":[{\"instructor_name\":\"Benjamin Spike\",\"review_date\":\"2018-12-21 22:21:36 +0000 UTC\",\"review_id\":\"f32f1a16fae89d19bf31b6c4\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2422922\",\"source_review_id\":\"UmF0aW5nLTMxMTMyOTIz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2422922\",\"type\":\"review\"},{\"instructor_name\":\"Benjamin Spike\",\"review_date\":\"2025-12-31 22:53:39 +0000 UTC\",\"review_id\":\"93a33798b36b6801438710a1\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2422922\",\"source_review_id\":\"UmF0aW5nLTQyNDIyNzU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2422922\",\"type\":\"review\"}],\"text\":\"Benjamin Spike knows the material well and lectures clearly, though he offers limited partial credit and maintains strict exams. His slower pace emphasizes key concepts, but the course setup encourages significant independent learning outside of class.\"},{\"citations\":[{\"instructor_name\":\"Benjamin Spike\",\"review_date\":\"2026-01-02 20:38:00 +0000 UTC\",\"review_id\":\"3052503aa0593cd4e0a98601\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2422922\",\"source_review_id\":\"UmF0aW5nLTQyNDI4MTQ5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2422922\",\"type\":\"review\"}],\"text\":\"Benjamin Spike is knowledgeable but delivers dry, monotone lectures in large classes with minimal interaction. He provides limited accommodations for emergencies and offers little support beyond office hours, creating a frustrating experience despite his content expertise.\"},{\"citations\":[{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2023: 3.08 GPA, 45.8% A/AB (n=336 letter grades); Fall 2024: 3.25 GPA, 53.9% A/AB (n=347 letter grades); Fall 2025: 3.16 GPA, 50.0% A/AB (n=366 letter grades). Includes jointly taught sections.\"}]},{\"instructor_uid\":\"instructor_dbc05614e582e2e36e3024fb\",\"message\":\"No course-specific reviews available\",\"name\":\"Moritz Muenchmeyer\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Benjamin Spike\",\"review_date\":\"2018-12-21 22:21:36 +0000 UTC\",\"review_id\":\"f32f1a16fae89d19bf31b6c4\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2422922\",\"source_review_id\":\"UmF0aW5nLTMxMTMyOTIz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2422922\",\"type\":\"review\"},{\"instructor_name\":\"Benjamin Spike\",\"review_date\":\"2025-12-31 22:53:39 +0000 UTC\",\"review_id\":\"93a33798b36b6801438710a1\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2422922\",\"source_review_id\":\"UmF0aW5nLTQyNDIyNzU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2422922\",\"type\":\"review\"},{\"instructor_name\":\"Benjamin Spike\",\"review_date\":\"2026-01-02 20:38:00 +0000 UTC\",\"review_id\":\"3052503aa0593cd4e0a98601\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2422922\",\"source_review_id\":\"UmF0aW5nLTQyNDI4MTQ5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2422922\",\"type\":\"review\"}],\"text\":\"Exams are high-stakes with no notes and minimal partial credit, while labs and homeworks involve significant busy work.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Daniel Thurs\",\"review_date\":\"2025-05-16 20:44:04 +0000 UTC\",\"review_id\":\"bb6e686bd6084f3d913093db\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2018793\",\"source_review_id\":\"UmF0aW5nLTQxMzA2MzI1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2018793\",\"type\":\"review\"},{\"instructor_name\":\"Ke Fang\",\"review_date\":\"2025-12-22 21:47:35 +0000 UTC\",\"review_id\":\"05adf5c2d41f7c2aece0ad52\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2992686\",\"source_review_id\":\"UmF0aW5nLTQyMzc4MjY3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2992686\",\"type\":\"review\"},{\"instructor_name\":\"Ke Fang\",\"review_date\":\"2026-05-13 01:10:06 +0000 UTC\",\"review_id\":\"cdf4b918a13582c8c3676a02\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2992686\",\"source_review_id\":\"UmF0aW5nLTQzMTEwNjc4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2992686\",\"type\":\"review\"}],\"text\":\"Historical instructor Daniel Thurs is praised for clear lectures and helpful office hours, though he requires significant weekly preparation. Historical instructor Ke Fang receives mixed reviews, with one student finding her explanations excellent while another found her lectures boring and confusing.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Benjamin Spike\",\"review_date\":\"2018-12-21 22:21:36 +0000 UTC\",\"review_id\":\"f32f1a16fae89d19bf31b6c4\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2422922\",\"source_review_id\":\"UmF0aW5nLTMxMTMyOTIz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2422922\",\"type\":\"review\"},{\"instructor_name\":\"Benjamin Spike\",\"review_date\":\"2025-12-31 22:53:39 +0000 UTC\",\"review_id\":\"93a33798b36b6801438710a1\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2422922\",\"source_review_id\":\"UmF0aW5nLTQyNDIyNzU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2422922\",\"type\":\"review\"},{\"instructor_name\":\"Benjamin Spike\",\"review_date\":\"2026-01-02 20:38:00 +0000 UTC\",\"review_id\":\"3052503aa0593cd4e0a98601\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2422922\",\"source_review_id\":\"UmF0aW5nLTQyNDI4MTQ5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2422922\",\"type\":\"review\"}],\"text\":\"Benjamin Spike is knowledgeable and lectures at a manageable pace, but the course is difficult with strict grading and limited accommodations.\"},{\"citations\":[{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.07 GPA, 43.3% A/AB (n=577 letter grades); Fall 2025: 3.16 GPA, 50.0% A/AB (n=366 letter grades); Spring 2026: 3.10 GPA, 44.2% A/AB (n=566 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Benjamin Spike\",\"review_date\":\"2025-12-31 22:53:39 +0000 UTC\",\"review_id\":\"93a33798b36b6801438710a1\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2422922\",\"source_review_id\":\"UmF0aW5nLTQyNDIyNzU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2422922\",\"type\":\"review\"},{\"instructor_name\":\"Benjamin Spike\",\"review_date\":\"2026-01-02 20:38:00 +0000 UTC\",\"review_id\":\"3052503aa0593cd4e0a98601\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2422922\",\"source_review_id\":\"UmF0aW5nLTQyNDI4MTQ5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2422922\",\"type\":\"review\"}],\"text\":\"Lectures emphasize key concepts but can be dry and monotone, and instructor accessibility outside of office hours is very limited.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"BENJAMIN SPIKE is recorded teaching in Fall 2018, Fall 2019, Fall 2020, Fall 2021, Fall 2022, Fall 2023, Fall 2024, Fall 2025. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"}],\"text\":\"CARRIE FRANCIS is recorded teaching in Fall 2023. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"DANIEL THURS is recorded teaching in Fall 2015, Fall 2016, Fall 2017, Spring 2019, Spring 2020, Spring 2022, Spring 2023, Spring 2024, Spring 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1102\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1102\",\"type\":\"grade\"}],\"text\":\"DON REEDER is recorded teaching in Fall 2009. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"KE FANG is recorded teaching in Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1092\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1092\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1104\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1104\",\"type\":\"grade\"}],\"text\":\"PAUL TERRY is recorded teaching in Fall 2008, Spring 2010. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"}],\"text\":\"PETER TIMBIE is recorded teaching in Fall 2017, Fall 2019, Fall 2020, Fall 2021, Spring 2022, Spring 2025. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1074\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1074\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1084\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1084\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 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104\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1144\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1144\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 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104\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 104\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"source_record\":{\"entity_id\":\"001738d6-6195-3557-8833-83cb53fdc779\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 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He is very clear with his explanations and likes to answer questions. His exams are tough but fair, he will not try to trick you.\",\"course_id\":\"PHYSICS 104\",\"date\":\"2021-02-24 17:18:06 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"1097d9dc1e4c2cd5fabec347\",\"instructor_id\":\"rmp:2473104\",\"instructor_name\":\"Brian Rebel\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM0Mzg2ODQ2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2473104\"},{\"comment\":\"I am confused why her reviews are so low!? I thought that Dr. Fang was awesome, my favorite 104 lecturer by far. Her lectures are clear, concise, and logical - she gets right to the point without any extra fluff. Very good at walking through problems step by step. Pleasant and smiley too! Overall great prof. \",\"course_id\":\"PHYSICS 104\",\"date\":\"2026-04-21 13:43:11 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"33b865aa24e3cc5b196833f2\",\"instructor_id\":\"rmp:2992686\",\"instructor_name\":\"Ke Fang\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTQyODg2MTUz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2992686\"},{\"comment\":\"very boring and useless to go to his lectures. just read the book he doesn't teach you anything.\",\"course_id\":\"PHYSICS 104\",\"date\":\"2005-05-19 00:39:41 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"d056d91ab4c604f7dbb1909c\",\"instructor_id\":\"rmp:549771\",\"instructor_name\":\"Paul Terry\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTM4ODgwODE=\",\"source_url\":\"https://www.ratemyprofessors.com/professor/549771\"},{\"comment\":\"WORST PROF. lectures are useless. did problems wrong on board and how solutions were even wrong. talks about history more than physics and didn't give us useful information for test. Only passed from having a great TA. He was rude and laughed at people for saying wrong answer after having called them out. AVOID.\",\"course_id\":\"PHYSICS 104\",\"date\":\"2014-08-11 23:24:38 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"ea393babc9f1dc0677a38013\",\"instructor_id\":\"rmp:983203\",\"instructor_name\":\"Marshall Onellion\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTIzNTIwNDYw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/983203\"},{\"comment\":\"She was super nice but not a great teacher. 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Class. Ever. Well, it's slightly better than 103 because the material is easier, but the course is just as bad. Mandatory but pointless labs. Irrelevant quizzes worth 30% of your grade. And exams that are not conceptual at all. Go to discussion and make good notecards and you should be relatively fine (albeit miserable).\",\"course_id\":\"PHYSICS 104\",\"date\":\"2014-05-10 18:21:37 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"574aca1265590c4bee84a9ad\",\"instructor_id\":\"rmp:33094\",\"instructor_name\":\"Wesley Smith\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTIzMjE2NTYy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/33094\"},{\"comment\":\"WORST PROF. lectures are useless. did problems wrong on board and how solutions were even wrong. talks about history more than physics and didn't give us useful information for test. Only passed from having a great TA. He was rude and laughed at people for saying wrong answer after having called them out. AVOID.\",\"course_id\":\"PHYSICS 104\",\"date\":\"2014-08-11 23:24:38 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"ea393babc9f1dc0677a38013\",\"instructor_id\":\"rmp:983203\",\"instructor_name\":\"Marshall Onellion\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTIzNTIwNDYw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/983203\"},{\"comment\":\"one of the worst teachers ever. i didn't like my TA in the beginning of the semester so I emailed him for help, and he basically blew me off. What a jerk!!! He is very self-absorbed and gives the hardest, most impossible tests ever. Also, there are weekly quizzes which are very tough and unrelated to what he talks about in class.  Don't go to class\",\"course_id\":\"PHYSICS 104\",\"date\":\"2015-01-29 20:44:39 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"3afb11a6adce8394e19d5e5c\",\"instructor_id\":\"rmp:33094\",\"instructor_name\":\"Wesley Smith\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTI0MzQ1MDU3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/33094\"},{\"comment\":\"Worst class I've taken at UW, and I'm a senior. I found 104 more interesting than 103, but just as hard. Especially with a professor who puts so little effort into his class. Half of exam questions are copied from somewhere else. Smith is a horrible person. Impossible tests, pointless labs, difficult quizzes every week... Good luck. You'll need it\",\"course_id\":\"PHYSICS 104\",\"date\":\"2015-04-22 21:29:12 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"42219369cff564cd62747d78\",\"instructor_id\":\"rmp:33094\",\"instructor_name\":\"Wesley Smith\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTI0NjUwNDk4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/33094\"},{\"comment\":\"Following our 2nd exam, grades were released 3 times, dans management of this course is unacceptable, 2 Q's on the exam didn't have a correct answer, they messed up partial credit and students grades dropped 20 points w/ no explanation & questions far beyond the scope of this course had to get dropped to bring the average up to a respectable number\",\"course_id\":\"PHYSICS 104\",\"date\":\"2022-04-06 16:33:09 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"744bdcec1d884b5b24023056\",\"instructor_id\":\"rmp:2018793\",\"instructor_name\":\"Daniel Thurs\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM2MDMwNTUy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2018793\"},{\"comment\":\"I literally can not understand this man's lectures. He does not know how to teach or write exams, as many questions on our exams did not have a correct answer to choose from. Exams have questions that are not even about things we have learned before. Terrible professor. \",\"course_id\":\"PHYSICS 104\",\"date\":\"2022-05-11 21:06:02 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"2087340a342818b8e1200904\",\"instructor_id\":\"rmp:700328\",\"instructor_name\":\"Peter Timbie\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM2MzEzNDU2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/700328\"},{\"comment\":\"104 with Dan was absolutely awful-by far the worst experience with a class I've had so far at UW. Exams were practically impossible. Don't waste too much time studying because problems on exams are unlike anything you will have seen before. Also don't bother posting to Piazza because you'll be ignored!\",\"course_id\":\"PHYSICS 104\",\"date\":\"2022-05-14 00:41:26 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"6da341bb9b9dc5aa6a306f68\",\"instructor_id\":\"rmp:2018793\",\"instructor_name\":\"Daniel Thurs\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM2MzM1NTE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2018793\"},{\"comment\":\"She was the most boring lecturer that I've encountered which made it difficult to pay attention. The second half of the semester she teaches is based around difficult/obscure homework assignments and midterms that feel like they are made to trick you and catch you off guard (I studied/prepared a decent amount for the exams and attended lectures)\",\"course_id\":\"PHYSICS 104\",\"date\":\"2024-05-02 19:05:23 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"6986bdaae64a99fa5c93ffcc\",\"instructor_id\":\"rmp:2959139\",\"instructor_name\":\"Carrie Francis\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM5MzQzNDI5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2959139\"},{\"comment\":\"Overall, physics with Daniel Thurs was a pretty frustrating experience. Most exams were much more difficult than expected for an introductory physics course. The flipped lectures and the way the course is taught is unfortunately not very helpful and does not foster learning, many people I know would simply not go to lecture as they are no help.\",\"course_id\":\"PHYSICS 104\",\"date\":\"2024-05-14 17:29:14 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"ae661fdbe2193913e1d000b5\",\"instructor_id\":\"rmp:2018793\",\"instructor_name\":\"Daniel Thurs\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM5NDYwNTc4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2018793\"}],\"evidence_count\":9,\"review_ids\":[\"574aca1265590c4bee84a9ad\",\"ea393babc9f1dc0677a38013\",\"3afb11a6adce8394e19d5e5c\",\"42219369cff564cd62747d78\",\"744bdcec1d884b5b24023056\",\"2087340a342818b8e1200904\",\"6da341bb9b9dc5aa6a306f68\",\"6986bdaae64a99fa5c93ffcc\",\"ae661fdbe2193913e1d000b5\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2018793\",\"name\":\"Daniel Thurs\"},{\"id\":\"rmp:2959139\",\"name\":\"Carrie Francis\"},{\"id\":\"rmp:33094\",\"name\":\"Wesley Smith\"},{\"id\":\"rmp:700328\",\"name\":\"Peter Timbie\"},{\"id\":\"rmp:983203\",\"name\":\"Marshall Onellion\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2014\"},\"sentiment\":\"negative\",\"summary\":\"Exams are frequently described as difficult, disconnected from lectures, or containing errors, with harsh grading policies.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Worst. Class. Ever. Well, it's slightly better than 103 because the material is easier, but the course is just as bad. Mandatory but pointless labs. Irrelevant quizzes worth 30% of your grade. And exams that are not conceptual at all. Go to discussion and make good notecards and you should be relatively fine (albeit miserable).\",\"course_id\":\"PHYSICS 104\",\"date\":\"2014-05-10 18:21:37 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"574aca1265590c4bee84a9ad\",\"instructor_id\":\"rmp:33094\",\"instructor_name\":\"Wesley Smith\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTIzMjE2NTYy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/33094\"},{\"comment\":\"Avoid taking 103104 if you can. Terrible classes, terrible professor. Lecture is worthless, labs don't relate to anything that you'll be tested on, and discussion is sometimes useful but rarely. It's known that this class is awful and yet nothing is done about it. Tests are ridiculous.\",\"course_id\":\"PHYSICS 104\",\"date\":\"2015-05-14 16:03:07 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"1a07fa62500d5584b883393b\",\"instructor_id\":\"rmp:33094\",\"instructor_name\":\"Wesley Smith\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTI0ODMxOTEy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/33094\"},{\"comment\":\"This is more about the class (Physics 104) and less about the professor. This whole class is garbage. The grading takes forever (up to 2 weeks), lectures are useless and the TAs aren't allowed to do anything in discussion except give you the worksheet and stare at you for 50 minutes. My advice - don't take this class unless you absolutely have to.\",\"course_id\":\"PHYSICS 104\",\"date\":\"2019-10-25 23:11:50 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"b4aa16fe013100d73e384f3e\",\"instructor_id\":\"rmp:700328\",\"instructor_name\":\"Peter Timbie\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTMyMzIwOTc3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/700328\"},{\"comment\":\"So much busy work. While good at speaking and knowledgeable in content, lectures are extremely large. You will very rarely be able to reach him beyond office hour sand class, including when I had an extreme personal emergency, with very limited accommodations. He is also very monotone and lectures can be dry, especially when demos fail.\",\"course_id\":\"PHYSICS 104\",\"date\":\"2026-01-02 20:38:00 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"3052503aa0593cd4e0a98601\",\"instructor_id\":\"rmp:2422922\",\"instructor_name\":\"Benjamin Spike\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQyNDI4MTQ5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2422922\"},{\"comment\":\"Be prepared to spend a couple hours each week to complete pre-lectures, homework and quizzes. Discussion and homework aren't reflective of exams but are good for understanding concepts. Highly recommend attending office hours as TA were very helpful! Thurs is the best lecturer out of the three, and also occasionally frequents office hours\",\"course_id\":\"PHYSICS 104\",\"date\":\"2025-05-16 20:44:04 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"bb6e686bd6084f3d913093db\",\"instructor_id\":\"rmp:2018793\",\"instructor_name\":\"Daniel Thurs\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTQxMzA2MzI1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2018793\"}],\"evidence_count\":5,\"review_ids\":[\"574aca1265590c4bee84a9ad\",\"1a07fa62500d5584b883393b\",\"b4aa16fe013100d73e384f3e\",\"3052503aa0593cd4e0a98601\",\"bb6e686bd6084f3d913093db\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2018793\",\"name\":\"Daniel Thurs\"},{\"id\":\"rmp:2422922\",\"name\":\"Benjamin Spike\"},{\"id\":\"rmp:33094\",\"name\":\"Wesley Smith\"},{\"id\":\"rmp:700328\",\"name\":\"Peter Timbie\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2014\"},\"sentiment\":\"negative\",\"summary\":\"Students report high workload due to busy work, irrelevant labs/quizzes, and the need for extensive self-study.\"},{\"aspect\":\"organization\",\"evidence\":[{\"comment\":\"Nice guy, will help with questions. Does not teach anything on the tests or homework. Just talks about practical application and very limited theory. Expects you to be able to do complex problems without seeing any examples.\",\"course_id\":\"PHYSICS 104\",\"date\":\"2005-05-11 01:52:13 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"4a211ffae9307f07fcece4ce\",\"instructor_id\":\"rmp:549770\",\"instructor_name\":\"Mark Rzchowski\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM4MzM4OTU=\",\"source_url\":\"https://www.ratemyprofessors.com/professor/549770\"},{\"comment\":\"This is more about the class (Physics 104) and less about the professor. This whole class is garbage. The grading takes forever (up to 2 weeks), lectures are useless and the TAs aren't allowed to do anything in discussion except give you the worksheet and stare at you for 50 minutes. My advice - don't take this class unless you absolutely have to.\",\"course_id\":\"PHYSICS 104\",\"date\":\"2019-10-25 23:11:50 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"b4aa16fe013100d73e384f3e\",\"instructor_id\":\"rmp:700328\",\"instructor_name\":\"Peter Timbie\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTMyMzIwOTc3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/700328\"},{\"comment\":\"Following our 2nd exam, grades were released 3 times, dans management of this course is unacceptable, 2 Q's on the exam didn't have a correct answer, they messed up partial credit and students grades dropped 20 points w/ no explanation & questions far beyond the scope of this course had to get dropped to bring the average up to a respectable number\",\"course_id\":\"PHYSICS 104\",\"date\":\"2022-04-06 16:33:09 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"744bdcec1d884b5b24023056\",\"instructor_id\":\"rmp:2018793\",\"instructor_name\":\"Daniel Thurs\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM2MDMwNTUy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2018793\"},{\"comment\":\"I literally can not understand this man's lectures. He does not know how to teach or write exams, as many questions on our exams did not have a correct answer to choose from. Exams have questions that are not even about things we have learned before. Terrible professor. \",\"course_id\":\"PHYSICS 104\",\"date\":\"2022-05-11 21:06:02 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"2087340a342818b8e1200904\",\"instructor_id\":\"rmp:700328\",\"instructor_name\":\"Peter Timbie\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM2MzEzNDU2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/700328\"},{\"comment\":\"104 with Dan was absolutely awful-by far the worst experience with a class I've had so far at UW. Exams were practically impossible. Don't waste too much time studying because problems on exams are unlike anything you will have seen before. Also don't bother posting to Piazza because you'll be ignored!\",\"course_id\":\"PHYSICS 104\",\"date\":\"2022-05-14 00:41:26 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"6da341bb9b9dc5aa6a306f68\",\"instructor_id\":\"rmp:2018793\",\"instructor_name\":\"Daniel Thurs\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM2MzM1NTE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2018793\"}],\"evidence_count\":5,\"review_ids\":[\"4a211ffae9307f07fcece4ce\",\"b4aa16fe013100d73e384f3e\",\"744bdcec1d884b5b24023056\",\"2087340a342818b8e1200904\",\"6da341bb9b9dc5aa6a306f68\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2018793\",\"name\":\"Daniel Thurs\"},{\"id\":\"rmp:549770\",\"name\":\"Mark Rzchowski\"},{\"id\":\"rmp:700328\",\"name\":\"Peter Timbie\"}],\"review_year_end\":\"2022\",\"review_year_start\":\"2005\"},\"sentiment\":\"negative\",\"summary\":\"Course management issues include poor communication, exam errors, and restricted TA support.\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false}]