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Labs were great, pertained to class, and flew by. Take his classes if you get the chance!\",\"course_id\":\"PHYSICS 103\",\"date\":\"2014-11-04 18:06:24 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"d132344da97f8d5a0a06e279\",\"instructor_id\":\"rmp:1923065\",\"instructor_name\":\"Lawrence  Watson\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIzNzQyNTgx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1923065\"},{\"comment\":\"He really wants his students to do well. His ways of teaching tough physics concepts are extremely helpful and you won't ever forget it! I am so glad when I took these classes it was with Larry. He is always willing to help, and his handouts and discussion sheets are step by step ways to solve complex problems!\",\"course_id\":\"PHYSICS 103\",\"date\":\"2014-11-11 19:19:02 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"c760342745621299322e1d01\",\"instructor_id\":\"rmp:1923065\",\"instructor_name\":\"Lawrence  Watson\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIzNzkwMzI4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1923065\"}],\"evidence_count\":2,\"review_ids\":[\"d132344da97f8d5a0a06e279\",\"c760342745621299322e1d01\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1923065\",\"name\":\"Lawrence  Watson\"}],\"review_year_end\":\"2014\",\"review_year_start\":\"2014\"},\"sentiment\":\"positive\",\"subject_instructor_id\":\"rmp:1923065\",\"summary\":\"Cited reviews praise Lawrence  Watson for caring about student learning and providing helpful step-by-step handouts.\"},{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Dr. McNanna is genuinely the nicest professor I have ever had. He makes a somewhat challenging course relatively easy to understand. He cares about his students and wants them to succeed in his course. Physics is not my favorite science field, but I am not kidding, I would take another physics course just to have him as my professor.\",\"course_id\":\"PHYSICS 103\",\"date\":\"2026-02-16 17:14:19 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"0ec9039371d9bb9bf3cb0b8e\",\"instructor_id\":\"rmp:3113733\",\"instructor_name\":\"Mitch McNanna \",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQyNjE1OTIy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3113733\"},{\"comment\":\"I second one of the reviews here; he truly cares that his students are doing well and understanding the material rather than just getting good grades. He is quick on Piazza, email, and accessible by Office Hours if you ever need help. He is extremely nice and makes physics easy. 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Do the practice exams! The exams are not really like the homework, so the practice exams helped.\",\"course_id\":\"PHYSICS 103\",\"date\":\"2006-04-20 19:13:49 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"5b5e55b405ef197b44e58b54\",\"instructor_id\":\"rmp:33094\",\"instructor_name\":\"Wesley Smith\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTExNzM4Mjcy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/33094\"},{\"comment\":\"Awful, awful professor. Never in class and when he is, he lectures super fast. Don't go to lecture, it's pointless because slides are online. Exams are extremely difficult and take longer than allotted time. Doing practice exams is the best way to prepare for tests. Good luck, you'll need it.\",\"course_id\":\"PHYSICS 103\",\"date\":\"2013-12-03 22:33:32 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"92a7a6859be2f0dded0641a9\",\"instructor_id\":\"rmp:33094\",\"instructor_name\":\"Wesley Smith\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTIyNDI2OTkz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/33094\"}],\"evidence_count\":3,\"review_ids\":[\"d1f7bd0689ee02646973216e\",\"5b5e55b405ef197b44e58b54\",\"92a7a6859be2f0dded0641a9\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:33094\",\"name\":\"Wesley Smith\"}],\"review_year_end\":\"2013\",\"review_year_start\":\"2005\"},\"sentiment\":\"negative\",\"subject_instructor_id\":\"rmp:33094\",\"summary\":\"Cited reviews criticize Wesley Smith's exams as extremely difficult, time-constrained, and inconsistent with homework preparation.\"},{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"This professor is clearly very knowledgable about physics. 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Yibin is hard to understand and hard to follow. He is a nice guy but he is not good at explaining the material. I would suggest taking this course with someone else if possible. Exams are only 20 multiple choice questions and they are hard to finish in time.\",\"course_id\":\"PHYSICS 103\",\"date\":\"2017-12-11 20:02:13 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"e5fbcde337eefb678264164a\",\"instructor_id\":\"rmp:407223\",\"instructor_name\":\"Yibin Pan\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTI5MTM4NjA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/407223\"}],\"evidence_count\":1,\"review_ids\":[\"e5fbcde337eefb678264164a\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:407223\",\"name\":\"Yibin Pan\"}],\"review_year_end\":\"2017\",\"review_year_start\":\"2017\"},\"sentiment\":\"negative\",\"subject_instructor_id\":\"rmp:407223\",\"summary\":\"One reviewer finds Yibin Pan hard to follow and suggests taking the course with someone else.\"}]}","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_0102faba3a6a173105857f06","course_id":"PHYSICS 103","catalog_version_id":"bf60f13f7a4e8d3c7d01dc39df93df7e4f726d9d1097e20c42101c48aa85a46a","record_version_id":"3488223bbc821e90ebf55a2d93b3debb0525ef70b56b1e7383aa559dce2766fd","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"5f4cd442f1c8cd81e85d6f6b0f578853e604e98399c847fe3b3fa5b5c6b0a7cd","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"00b892c6a4f487f503c033a7bbb6a27caa969945b8394991d5086b4698d6a17c\",\"course_id\":\"PHYSICS 103\",\"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\":\"2019-04-14 14:14:54 +0000 UTC\",\"review_id\":\"b75a43b9bc5b8d380c9c24b8\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2422922\",\"source_review_id\":\"UmF0aW5nLTMxNTg5Mzk4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2422922\",\"type\":\"review\"},{\"instructor_name\":\"Benjamin Spike\",\"review_date\":\"2019-05-15 12:43:40 +0000 UTC\",\"review_id\":\"8e5ba9d9061255642d930785\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2422922\",\"source_review_id\":\"UmF0aW5nLTMxODc4OTA5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2422922\",\"type\":\"review\"},{\"instructor_name\":\"Benjamin Spike\",\"review_date\":\"2020-11-24 17:56:23 +0000 UTC\",\"review_id\":\"a032d249d104dd2fd3dcd4e3\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2422922\",\"source_review_id\":\"UmF0aW5nLTMzODgyMTAx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2422922\",\"type\":\"review\"},{\"instructor_name\":\"Benjamin Spike\",\"review_date\":\"2021-05-06 16:25:15 +0000 UTC\",\"review_id\":\"afbd651831766773f4e4152f\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2422922\",\"source_review_id\":\"UmF0aW5nLTM0NzIyNzc4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2422922\",\"type\":\"review\"},{\"instructor_name\":\"Benjamin Spike\",\"review_date\":\"2025-05-08 16:11:22 +0000 UTC\",\"review_id\":\"f3355678c9d19f21d463fd4c\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2422922\",\"source_review_id\":\"UmF0aW5nLTQxMjExMjUx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2422922\",\"type\":\"review\"}],\"evidence_scope\":\"past_student_reviews\",\"text\":\"Benjamin Spike’s lectures were described as clear and concise by some, but monotone or confusing by others. Students noted he was kind and fair, though the class structure was sometimes disorganized with poor communication about grades. Exams were generally difficult, with one reviewer noting that showing work did not earn points. Several students recommended using the help desk, pre-class videos, or PLCs to succeed in the course.\"},{\"citations\":[{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2024: 3.08 GPA, 43.2% A/AB (n=405 letter grades); Spring 2025: 3.05 GPA, 44.0% A/AB (n=423 letter grades); Spring 2026: 2.95 GPA, 36.6% A/AB (n=456 letter grades). Includes jointly taught sections.\"}]},{\"instructor_uid\":\"instructor_74f815b1551066a9fdaf46a1\",\"message\":null,\"name\":\"Yibin Pan\",\"review_status\":\"supported\",\"rmp_instructor_id\":\"rmp:407223\",\"summary\":[{\"citations\":[{\"instructor_name\":\"Yibin Pan\",\"review_date\":\"2017-12-11 20:02:13 +0000 UTC\",\"review_id\":\"e5fbcde337eefb678264164a\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:407223\",\"source_review_id\":\"UmF0aW5nLTI5MTM4NjA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/407223\",\"type\":\"review\"}],\"evidence_scope\":\"past_student_reviews\",\"text\":\"Yibin Pan was described as hard to understand and not good at explaining the material, leading one student to suggest taking the course with someone else. Exams consisted of 20 multiple choice questions that were reported to be hard to finish in time.\"},{\"citations\":[{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":3,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":3,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":3,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2016: 3.04 GPA, 43.0% A/AB (n=668 letter grades); Fall 2017: 3.04 GPA, 44.0% A/AB (n=686 letter grades); Fall 2019: 3.12 GPA, 45.2% A/AB (n=657 letter grades). Includes jointly taught sections.\"}]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Benjamin Spike\",\"review_date\":\"2025-05-08 16:11:22 +0000 UTC\",\"review_id\":\"f3355678c9d19f21d463fd4c\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2422922\",\"source_review_id\":\"UmF0aW5nLTQxMjExMjUx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2422922\",\"type\":\"review\"}],\"evidence_scope\":\"past_student_reviews\",\"text\":\"Exams were described as tough because no points were awarded for showing work. Students indicated that if they could complete quizzes and homework on their own, they would likely do well in the class.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Albrecht Karle\",\"review_date\":\"2021-12-26 22:36:20 +0000 UTC\",\"review_id\":\"5040c19f0bfa748b9d650e7e\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:784969\",\"source_review_id\":\"UmF0aW5nLTM1NjU4MDE1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/784969\",\"type\":\"review\"},{\"instructor_name\":\"Mitch McNanna \",\"review_date\":\"2026-02-16 17:14:19 +0000 UTC\",\"review_id\":\"0ec9039371d9bb9bf3cb0b8e\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:3113733\",\"source_review_id\":\"UmF0aW5nLTQyNjE1OTIy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3113733\",\"type\":\"review\"}],\"evidence_scope\":\"past_student_reviews\",\"text\":\"Albrecht Karle’s lectures were described as confusing and mumbled, with students learning primarily from pre-lecture videos and TAs. Mitch McNanna was praised for making the course easy to understand and for his genuine care in wanting students to succeed, with one student stating they would take another physics course just to have him as a professor.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"3f5110430805ccdd533c0c072df62d68a8a5f5441c4530bbdb15d419a199a09c\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Benjamin Spike\",\"review_date\":\"2019-04-14 14:14:54 +0000 UTC\",\"review_id\":\"b75a43b9bc5b8d380c9c24b8\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2422922\",\"source_review_id\":\"UmF0aW5nLTMxNTg5Mzk4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2422922\",\"type\":\"review\"},{\"instructor_name\":\"Benjamin Spike\",\"review_date\":\"2019-05-15 12:43:40 +0000 UTC\",\"review_id\":\"8e5ba9d9061255642d930785\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2422922\",\"source_review_id\":\"UmF0aW5nLTMxODc4OTA5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2422922\",\"type\":\"review\"}],\"evidence_scope\":\"past_student_reviews\",\"text\":\"Students had mixed opinions on Benjamin Spike's teaching style, with some describing his lectures as monotone while others found him straightforward and effective. One student noted that discussion TAs and pre-class videos did most of the teaching in the course.\"},{\"citations\":[{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.05 GPA, 44.0% A/AB (n=423 letter grades); Fall 2025: 3.09 GPA, 44.6% A/AB (n=691 letter grades); Spring 2026: 2.95 GPA, 36.6% A/AB (n=456 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Benjamin Spike\",\"review_date\":\"2021-05-06 16:25:15 +0000 UTC\",\"review_id\":\"afbd651831766773f4e4152f\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2422922\",\"source_review_id\":\"UmF0aW5nLTM0NzIyNzc4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2422922\",\"type\":\"review\"},{\"instructor_name\":\"Benjamin Spike\",\"review_date\":\"2025-05-08 16:11:22 +0000 UTC\",\"review_id\":\"f3355678c9d19f21d463fd4c\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2422922\",\"source_review_id\":\"UmF0aW5nLTQxMjExMjUx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2422922\",\"type\":\"review\"}],\"evidence_scope\":\"past_student_reviews\",\"text\":\"Some students complained about poor communication regarding grades and a disorganized class structure. Others reported that the instructor often disappeared for weeks, leaving Piazza questions unanswered, which was frustrating.\"}],\"task_hash\":\"9dea82ef7f2113a5605c1c6030c4f9b19967eb742cc93a78268fb92357d29f5c\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":3,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":3,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":3,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"}],\"text\":\"ALBRECHT KARLE is recorded teaching in Fall 2021, Fall 2022, Fall 2024. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"BENJAMIN SPIKE is recorded teaching in 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 103\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1154\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1154\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 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Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1144\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1144\",\"type\":\"grade\"}],\"text\":\"LAWRENCE WATSON is recorded teaching in Spring 2014. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"}],\"text\":\"PETER TIMBIE is recorded teaching in Spring 2016, Spring 2017, Spring 2018, Spring 2020. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 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Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1072\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1072\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 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103\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 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103\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":3,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":311,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 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Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1104\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1104\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":3,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":3,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":3,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"}],\"text\":\"YIBIN PAN is recorded teaching in Spring 2010, Fall 2016, Fall 2017, Fall 2019. 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He is an amazing lecturer. He provides clear examples and will stop and explain a topic further if you don't understand it. His powerpoints are filled with jokes. The exams are fair, with one or two tough questions that require lots of thought. I would recommend him to anyone.\",\"course_id\":\"PHYSICS 103\",\"date\":\"2015-10-23 13:39:13 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"c641ec8bc77d135b89e52755\",\"instructor_id\":\"rmp:2018793\",\"instructor_name\":\"Daniel Thurs\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI1Mjg1MTU5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2018793\"},{\"comment\":\"Really cares that you learn the material. Labs were great, pertained to class, and flew by. Take his classes if you get the chance!\",\"course_id\":\"PHYSICS 103\",\"date\":\"2014-11-04 18:06:24 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"d132344da97f8d5a0a06e279\",\"instructor_id\":\"rmp:1923065\",\"instructor_name\":\"Lawrence  Watson\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIzNzQyNTgx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1923065\"},{\"comment\":\"Talks way to fast.  Do the practice exams! The exams are not really like the homework, so the practice exams helped.\",\"course_id\":\"PHYSICS 103\",\"date\":\"2006-04-20 19:13:49 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"5b5e55b405ef197b44e58b54\",\"instructor_id\":\"rmp:33094\",\"instructor_name\":\"Wesley Smith\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTExNzM4Mjcy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/33094\"},{\"comment\":\"I had low expectations for this course but this course was far worse than I expected. Yibin is hard to understand and hard to follow. He is a nice guy but he is not good at explaining the material. I would suggest taking this course with someone else if possible. Exams are only 20 multiple choice questions and they are hard to finish in time.\",\"course_id\":\"PHYSICS 103\",\"date\":\"2017-12-11 20:02:13 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"e5fbcde337eefb678264164a\",\"instructor_id\":\"rmp:407223\",\"instructor_name\":\"Yibin Pan\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTI5MTM4NjA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/407223\"},{\"comment\":\"This professor is clearly very knowledgable about physics. However, he does not know how to teach an introductory class. He is awful at explaining concepts and answering questions. He expects everyone to have a mind that works similar to his and just catch on without much explanation. Exams are much harder than any other 103 professor.\",\"course_id\":\"PHYSICS 103\",\"date\":\"2015-08-05 12:51:41 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"36c1fe89e928ac18d6da7e2d\",\"instructor_id\":\"rmp:517501\",\"instructor_name\":\"Michael Winokur\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTI1MDk0MTQ3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/517501\"}],\"evidence_count\":5,\"review_ids\":[\"c641ec8bc77d135b89e52755\",\"d132344da97f8d5a0a06e279\",\"5b5e55b405ef197b44e58b54\",\"e5fbcde337eefb678264164a\",\"36c1fe89e928ac18d6da7e2d\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1923065\",\"name\":\"Lawrence  Watson\"},{\"id\":\"rmp:2018793\",\"name\":\"Daniel Thurs\"},{\"id\":\"rmp:33094\",\"name\":\"Wesley Smith\"},{\"id\":\"rmp:407223\",\"name\":\"Yibin Pan\"},{\"id\":\"rmp:517501\",\"name\":\"Michael Winokur\"}],\"review_year_end\":\"2017\",\"review_year_start\":\"2006\"},\"sentiment\":\"mixed\",\"summary\":\"Instructor clarity varies significantly; some are praised for clear examples and step-by-step help, while others are criticized for fast talking, confusing lectures, and poor explanations.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Awful, awful professor. Never in class and when he is, he lectures super fast. Don't go to lecture, it's pointless because slides are online. Exams are extremely difficult and take longer than allotted time. Doing practice exams is the best way to prepare for tests. Good luck, you'll need it.\",\"course_id\":\"PHYSICS 103\",\"date\":\"2013-12-03 22:33:32 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"92a7a6859be2f0dded0641a9\",\"instructor_id\":\"rmp:33094\",\"instructor_name\":\"Wesley Smith\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTIyNDI2OTkz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/33094\"},{\"comment\":\"My TA is a better teacher than Smith.I wonder what this guy even does. Didn't even show up the first 6 weeks of class. Tests r incredibly hard to finish in allotted time.Expect to find material pop up on exams that u don't recall seeing even if u did 2 practice tests & all the homework beforehand. Curve is good but this class simply sucks.\",\"course_id\":\"PHYSICS 103\",\"date\":\"2013-11-13 21:23:08 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"14bae00432aba9671b207f94\",\"instructor_id\":\"rmp:33094\",\"instructor_name\":\"Wesley Smith\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTIyMzEyMjE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/33094\"},{\"comment\":\"I had low expectations for this course but this course was far worse than I expected. Yibin is hard to understand and hard to follow. He is a nice guy but he is not good at explaining the material. I would suggest taking this course with someone else if possible. Exams are only 20 multiple choice questions and they are hard to finish in time.\",\"course_id\":\"PHYSICS 103\",\"date\":\"2017-12-11 20:02:13 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"e5fbcde337eefb678264164a\",\"instructor_id\":\"rmp:407223\",\"instructor_name\":\"Yibin Pan\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTI5MTM4NjA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/407223\"},{\"comment\":\"His lectures were very confusing and hard to follow. Exams were very difficult, with mandatory discussions and labs that were equally confusing and frustrating depending on your TA. He's a nice guy, but it's an extremely difficult class. Would not recommend.\",\"course_id\":\"PHYSICS 103\",\"date\":\"2020-11-24 17:56:23 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"a032d249d104dd2fd3dcd4e3\",\"instructor_id\":\"rmp:2422922\",\"instructor_name\":\"Benjamin Spike\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMzODgyMTAx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2422922\"},{\"comment\":\"It is clear that he is a nice guy but the class is very poorly organized. Gave practice exams and did not have the matching answer keys and did not respond to multiple Piazza questions asking to fix this. Also, rarely gets through his slides and often skips over harder concepts.\",\"course_id\":\"PHYSICS 103\",\"date\":\"2021-05-06 16:22:16 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"ffb5610b3fac2b5602e3e4bb\",\"instructor_id\":\"rmp:2210765\",\"instructor_name\":\"Victor Brar\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTM0NzIyNzQz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2210765\"}],\"evidence_count\":5,\"review_ids\":[\"92a7a6859be2f0dded0641a9\",\"14bae00432aba9671b207f94\",\"e5fbcde337eefb678264164a\",\"a032d249d104dd2fd3dcd4e3\",\"ffb5610b3fac2b5602e3e4bb\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2210765\",\"name\":\"Victor Brar\"},{\"id\":\"rmp:2422922\",\"name\":\"Benjamin Spike\"},{\"id\":\"rmp:33094\",\"name\":\"Wesley Smith\"},{\"id\":\"rmp:407223\",\"name\":\"Yibin Pan\"}],\"review_year_end\":\"2021\",\"review_year_start\":\"2013\"},\"sentiment\":\"negative\",\"summary\":\"The course is widely considered difficult with heavy workloads, time-pressured exams, and a need for significant self-study outside of lectures.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"not necessary to go to class- just read the book.  exams are hard mostly because not enough time is given to take them.  probably pretty hard to get an A in this class.\",\"course_id\":\"PHYSICS 103\",\"date\":\"2005-12-17 22:11:18 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"d1f7bd0689ee02646973216e\",\"instructor_id\":\"rmp:33094\",\"instructor_name\":\"Wesley Smith\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTExMjAwODEy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/33094\"},{\"comment\":\"Talks way to fast.  Do the practice exams! The exams are not really like the homework, so the practice exams helped.\",\"course_id\":\"PHYSICS 103\",\"date\":\"2006-04-20 19:13:49 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"5b5e55b405ef197b44e58b54\",\"instructor_id\":\"rmp:33094\",\"instructor_name\":\"Wesley Smith\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTExNzM4Mjcy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/33094\"},{\"comment\":\"Awful, awful professor. Never in class and when he is, he lectures super fast. Don't go to lecture, it's pointless because slides are online. Exams are extremely difficult and take longer than allotted time. Doing practice exams is the best way to prepare for tests. Good luck, you'll need it.\",\"course_id\":\"PHYSICS 103\",\"date\":\"2013-12-03 22:33:32 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"92a7a6859be2f0dded0641a9\",\"instructor_id\":\"rmp:33094\",\"instructor_name\":\"Wesley Smith\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTIyNDI2OTkz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/33094\"},{\"comment\":\"I had low expectations for this course but this course was far worse than I expected. Yibin is hard to understand and hard to follow. He is a nice guy but he is not good at explaining the material. I would suggest taking this course with someone else if possible. Exams are only 20 multiple choice questions and they are hard to finish in time.\",\"course_id\":\"PHYSICS 103\",\"date\":\"2017-12-11 20:02:13 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"e5fbcde337eefb678264164a\",\"instructor_id\":\"rmp:407223\",\"instructor_name\":\"Yibin Pan\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTI5MTM4NjA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/407223\"},{\"comment\":\"Just an average prof. Yet his lectures are much clearer compared to his sub lecturer, considering Dr.S is the course coordinator.\\nBeware that he often disappeared for weeks, leaving piazza questions unanswered.\\nExams are tough as you don't get points for showing work. But if you can do quizzes and homework on your own (eg. no AI), you will be fine.\",\"course_id\":\"PHYSICS 103\",\"date\":\"2025-05-08 16:11:22 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"f3355678c9d19f21d463fd4c\",\"instructor_id\":\"rmp:2422922\",\"instructor_name\":\"Benjamin Spike\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTQxMjExMjUx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2422922\"}],\"evidence_count\":5,\"review_ids\":[\"d1f7bd0689ee02646973216e\",\"5b5e55b405ef197b44e58b54\",\"92a7a6859be2f0dded0641a9\",\"e5fbcde337eefb678264164a\",\"f3355678c9d19f21d463fd4c\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2422922\",\"name\":\"Benjamin Spike\"},{\"id\":\"rmp:33094\",\"name\":\"Wesley Smith\"},{\"id\":\"rmp:407223\",\"name\":\"Yibin Pan\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2005\"},\"sentiment\":\"negative\",\"summary\":\"Exams are frequently described as extremely difficult, time-consuming, and not reflective of homework or lecture content, often requiring extensive practice.\"},{\"aspect\":\"organization\",\"evidence\":[{\"comment\":\"Really cares that you learn the material. Labs were great, pertained to class, and flew by. Take his classes if you get the chance!\",\"course_id\":\"PHYSICS 103\",\"date\":\"2014-11-04 18:06:24 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"d132344da97f8d5a0a06e279\",\"instructor_id\":\"rmp:1923065\",\"instructor_name\":\"Lawrence  Watson\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIzNzQyNTgx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1923065\"},{\"comment\":\"Dr. McNanna is genuinely the nicest professor I have ever had. He makes a somewhat challenging course relatively easy to understand. He cares about his students and wants them to succeed in his course. Physics is not my favorite science field, but I am not kidding, I would take another physics course just to have him as my professor.\",\"course_id\":\"PHYSICS 103\",\"date\":\"2026-02-16 17:14:19 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"0ec9039371d9bb9bf3cb0b8e\",\"instructor_id\":\"rmp:3113733\",\"instructor_name\":\"Mitch McNanna \",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQyNjE1OTIy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3113733\"},{\"comment\":\"It is clear that he is a nice guy but the class is very poorly organized. Gave practice exams and did not have the matching answer keys and did not respond to multiple Piazza questions asking to fix this. Also, rarely gets through his slides and often skips over harder concepts.\",\"course_id\":\"PHYSICS 103\",\"date\":\"2021-05-06 16:22:16 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"ffb5610b3fac2b5602e3e4bb\",\"instructor_id\":\"rmp:2210765\",\"instructor_name\":\"Victor Brar\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTM0NzIyNzQz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2210765\"},{\"comment\":\"He's nice and seems to care but this class is hard as hell and he def doesn't lighten it up. He seems to take what students say to heart about how rough the class is but can't do anything about it. Tests are hard, his lectures are pretty unclear.\",\"course_id\":\"PHYSICS 103\",\"date\":\"2021-05-01 18:13:20 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"a74030c978e25d7e3e3d34ca\",\"instructor_id\":\"rmp:2210765\",\"instructor_name\":\"Victor Brar\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTM0Njc2MDI4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2210765\"},{\"comment\":\"This was a joint class.... And I liked it... At first I thought Peter was annoying.... but he anted his students to succeed. And respect him for that.\",\"course_id\":\"PHYSICS 103\",\"date\":\"2018-03-02 13:56:24 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"3d28b1c3c5c0601e47f2e67f\",\"instructor_id\":\"rmp:700328\",\"instructor_name\":\"Peter Timbie\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTI5NjE0MzY5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/700328\"}],\"evidence_count\":5,\"review_ids\":[\"d132344da97f8d5a0a06e279\",\"0ec9039371d9bb9bf3cb0b8e\",\"ffb5610b3fac2b5602e3e4bb\",\"a74030c978e25d7e3e3d34ca\",\"3d28b1c3c5c0601e47f2e67f\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1923065\",\"name\":\"Lawrence  Watson\"},{\"id\":\"rmp:2210765\",\"name\":\"Victor Brar\"},{\"id\":\"rmp:3113733\",\"name\":\"Mitch McNanna \"},{\"id\":\"rmp:700328\",\"name\":\"Peter Timbie\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2014\"},\"sentiment\":\"mixed\",\"summary\":\"Course organization is inconsistent; some professors are well-organized and caring, while others are described as disorganized, absent, or providing poor communication.\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_0102faba3a6a173105857f06","course_id":"PHYSICS 103","catalog_version_id":"bf60f13f7a4e8d3c7d01dc39df93df7e4f726d9d1097e20c42101c48aa85a46a","record_version_id":"3488223bbc821e90ebf55a2d93b3debb0525ef70b56b1e7383aa559dce2766fd","job_id":"enrich-6556a505c10f448d98d02466","output_id":"607cd713792f5ac2a2b5ea8e6d49b5d3dc56f4fe61e2fbe1efe399454d906fcf","section":"requirements","status":"invalid","value_json":null,"candidate_json":"{\"nodes\":[{\"children\":[\"any_math\",\"not_physics_credit\"],\"condition\":null,\"course\":null,\"evidence\":\"MATH 112,113,114, 171, placement intoMATH 211or221, or special student standing. 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Labs were great, pertained to class, and flew by. Take his classes if you get the chance!\",\"course_id\":\"PHYSICS 103\",\"date\":\"2014-11-04 18:06:24 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"d132344da97f8d5a0a06e279\",\"instructor_id\":\"rmp:1923065\",\"instructor_name\":\"Lawrence  Watson\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIzNzQyNTgx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1923065\"},{\"comment\":\"He really wants his students to do well. His ways of teaching tough physics concepts are extremely helpful and you won't ever forget it! I am so glad when I took these classes it was with Larry. He is always willing to help, and his handouts and discussion sheets are step by step ways to solve complex problems!\",\"course_id\":\"PHYSICS 103\",\"date\":\"2014-11-11 19:19:02 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"c760342745621299322e1d01\",\"instructor_id\":\"rmp:1923065\",\"instructor_name\":\"Lawrence  Watson\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIzNzkwMzI4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1923065\"}],\"evidence_count\":2,\"review_ids\":[\"d132344da97f8d5a0a06e279\",\"c760342745621299322e1d01\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1923065\",\"name\":\"Lawrence  Watson\"}],\"review_year_end\":\"2014\",\"review_year_start\":\"2014\"},\"sentiment\":\"positive\",\"subject_instructor_id\":\"rmp:1923065\",\"summary\":\"Cited reviews praise Lawrence  Watson for caring about student learning and providing helpful step-by-step handouts.\"},{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Dr. McNanna is genuinely the nicest professor I have ever had. He makes a somewhat challenging course relatively easy to understand. He cares about his students and wants them to succeed in his course. Physics is not my favorite science field, but I am not kidding, I would take another physics course just to have him as my professor.\",\"course_id\":\"PHYSICS 103\",\"date\":\"2026-02-16 17:14:19 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"0ec9039371d9bb9bf3cb0b8e\",\"instructor_id\":\"rmp:3113733\",\"instructor_name\":\"Mitch McNanna \",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQyNjE1OTIy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3113733\"},{\"comment\":\"I second one of the reviews here; he truly cares that his students are doing well and understanding the material rather than just getting good grades. He is quick on Piazza, email, and accessible by Office Hours if you ever need help. He is extremely nice and makes physics easy. I would also take another physics course just to have him.\",\"course_id\":\"PHYSICS 103\",\"date\":\"2026-08-08 13:20:20 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"749fee82dc0b01c119fe2830\",\"instructor_id\":\"rmp:3113733\",\"instructor_name\":\"Mitch McNanna \",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQzMzU0MjI3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3113733\"}],\"evidence_count\":2,\"review_ids\":[\"0ec9039371d9bb9bf3cb0b8e\",\"749fee82dc0b01c119fe2830\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:3113733\",\"name\":\"Mitch McNanna \"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2026\"},\"sentiment\":\"positive\",\"subject_instructor_id\":\"rmp:3113733\",\"summary\":\"Cited reviews describe Mitch McNanna as making physics easy to understand and being very accessible via office hours and Piazza.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"not necessary to go to class- just read the book.  exams are hard mostly because not enough time is given to take them.  probably pretty hard to get an A in this class.\",\"course_id\":\"PHYSICS 103\",\"date\":\"2005-12-17 22:11:18 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"d1f7bd0689ee02646973216e\",\"instructor_id\":\"rmp:33094\",\"instructor_name\":\"Wesley Smith\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTExMjAwODEy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/33094\"},{\"comment\":\"Talks way to fast.  Do the practice exams! The exams are not really like the homework, so the practice exams helped.\",\"course_id\":\"PHYSICS 103\",\"date\":\"2006-04-20 19:13:49 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"5b5e55b405ef197b44e58b54\",\"instructor_id\":\"rmp:33094\",\"instructor_name\":\"Wesley Smith\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTExNzM4Mjcy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/33094\"},{\"comment\":\"Awful, awful professor. Never in class and when he is, he lectures super fast. Don't go to lecture, it's pointless because slides are online. Exams are extremely difficult and take longer than allotted time. Doing practice exams is the best way to prepare for tests. Good luck, you'll need it.\",\"course_id\":\"PHYSICS 103\",\"date\":\"2013-12-03 22:33:32 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"92a7a6859be2f0dded0641a9\",\"instructor_id\":\"rmp:33094\",\"instructor_name\":\"Wesley Smith\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTIyNDI2OTkz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/33094\"}],\"evidence_count\":3,\"review_ids\":[\"d1f7bd0689ee02646973216e\",\"5b5e55b405ef197b44e58b54\",\"92a7a6859be2f0dded0641a9\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:33094\",\"name\":\"Wesley Smith\"}],\"review_year_end\":\"2013\",\"review_year_start\":\"2005\"},\"sentiment\":\"negative\",\"subject_instructor_id\":\"rmp:33094\",\"summary\":\"Cited reviews criticize Wesley Smith's exams as extremely difficult, time-constrained, and inconsistent with homework preparation.\"},{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"This professor is clearly very knowledgable about physics. However, he does not know how to teach an introductory class. He is awful at explaining concepts and answering questions. He expects everyone to have a mind that works similar to his and just catch on without much explanation. Exams are much harder than any other 103 professor.\",\"course_id\":\"PHYSICS 103\",\"date\":\"2015-08-05 12:51:41 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"36c1fe89e928ac18d6da7e2d\",\"instructor_id\":\"rmp:517501\",\"instructor_name\":\"Michael Winokur\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTI1MDk0MTQ3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/517501\"}],\"evidence_count\":1,\"review_ids\":[\"36c1fe89e928ac18d6da7e2d\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:517501\",\"name\":\"Michael Winokur\"}],\"review_year_end\":\"2015\",\"review_year_start\":\"2015\"},\"sentiment\":\"negative\",\"subject_instructor_id\":\"rmp:517501\",\"summary\":\"One reviewer states Michael Winokur is knowledgable but does not explain concepts well for an introductory class.\"},{\"aspect\":\"organization\",\"evidence\":[{\"comment\":\"It is clear that he is a nice guy but the class is very poorly organized. Gave practice exams and did not have the matching answer keys and did not respond to multiple Piazza questions asking to fix this. 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Labs were great, pertained to class, and flew by. Take his classes if you get the chance!\",\"course_id\":\"PHYSICS 103\",\"date\":\"2014-11-04 18:06:24 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"d132344da97f8d5a0a06e279\",\"instructor_id\":\"rmp:1923065\",\"instructor_name\":\"Lawrence  Watson\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIzNzQyNTgx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1923065\"},{\"comment\":\"He really wants his students to do well. His ways of teaching tough physics concepts are extremely helpful and you won't ever forget it! I am so glad when I took these classes it was with Larry. He is always willing to help, and his handouts and discussion sheets are step by step ways to solve complex problems!\",\"course_id\":\"PHYSICS 103\",\"date\":\"2014-11-11 19:19:02 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"c760342745621299322e1d01\",\"instructor_id\":\"rmp:1923065\",\"instructor_name\":\"Lawrence  Watson\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIzNzkwMzI4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1923065\"}],\"evidence_count\":2,\"review_ids\":[\"d132344da97f8d5a0a06e279\",\"c760342745621299322e1d01\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1923065\",\"name\":\"Lawrence  Watson\"}],\"review_year_end\":\"2014\",\"review_year_start\":\"2014\"},\"sentiment\":\"positive\",\"subject_instructor_id\":\"rmp:1923065\",\"summary\":\"Cited reviews praise Lawrence  Watson for caring about student learning and providing helpful step-by-step handouts.\"},{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Dr. McNanna is genuinely the nicest professor I have ever had. He makes a somewhat challenging course relatively easy to understand. He cares about his students and wants them to succeed in his course. Physics is not my favorite science field, but I am not kidding, I would take another physics course just to have him as my professor.\",\"course_id\":\"PHYSICS 103\",\"date\":\"2026-02-16 17:14:19 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"0ec9039371d9bb9bf3cb0b8e\",\"instructor_id\":\"rmp:3113733\",\"instructor_name\":\"Mitch McNanna \",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQyNjE1OTIy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3113733\"},{\"comment\":\"I second one of the reviews here; he truly cares that his students are doing well and understanding the material rather than just getting good grades. He is quick on Piazza, email, and accessible by Office Hours if you ever need help. He is extremely nice and makes physics easy. I would also take another physics course just to have him.\",\"course_id\":\"PHYSICS 103\",\"date\":\"2026-08-08 13:20:20 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"749fee82dc0b01c119fe2830\",\"instructor_id\":\"rmp:3113733\",\"instructor_name\":\"Mitch McNanna \",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQzMzU0MjI3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3113733\"}],\"evidence_count\":2,\"review_ids\":[\"0ec9039371d9bb9bf3cb0b8e\",\"749fee82dc0b01c119fe2830\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:3113733\",\"name\":\"Mitch McNanna \"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2026\"},\"sentiment\":\"positive\",\"subject_instructor_id\":\"rmp:3113733\",\"summary\":\"Cited reviews describe Mitch McNanna as making physics easy to understand and being very accessible via office hours and Piazza.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"not necessary to go to class- just read the book.  exams are hard mostly because not enough time is given to take them.  probably pretty hard to get an A in this class.\",\"course_id\":\"PHYSICS 103\",\"date\":\"2005-12-17 22:11:18 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"d1f7bd0689ee02646973216e\",\"instructor_id\":\"rmp:33094\",\"instructor_name\":\"Wesley Smith\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTExMjAwODEy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/33094\"},{\"comment\":\"Talks way to fast.  Do the practice exams! The exams are not really like the homework, so the practice exams helped.\",\"course_id\":\"PHYSICS 103\",\"date\":\"2006-04-20 19:13:49 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"5b5e55b405ef197b44e58b54\",\"instructor_id\":\"rmp:33094\",\"instructor_name\":\"Wesley Smith\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTExNzM4Mjcy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/33094\"},{\"comment\":\"Awful, awful professor. Never in class and when he is, he lectures super fast. Don't go to lecture, it's pointless because slides are online. Exams are extremely difficult and take longer than allotted time. Doing practice exams is the best way to prepare for tests. Good luck, you'll need it.\",\"course_id\":\"PHYSICS 103\",\"date\":\"2013-12-03 22:33:32 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"92a7a6859be2f0dded0641a9\",\"instructor_id\":\"rmp:33094\",\"instructor_name\":\"Wesley Smith\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTIyNDI2OTkz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/33094\"}],\"evidence_count\":3,\"review_ids\":[\"d1f7bd0689ee02646973216e\",\"5b5e55b405ef197b44e58b54\",\"92a7a6859be2f0dded0641a9\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:33094\",\"name\":\"Wesley Smith\"}],\"review_year_end\":\"2013\",\"review_year_start\":\"2005\"},\"sentiment\":\"negative\",\"subject_instructor_id\":\"rmp:33094\",\"summary\":\"Cited reviews criticize Wesley Smith's exams as extremely difficult, time-constrained, and inconsistent with homework preparation.\"},{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"This professor is clearly very knowledgable about physics. However, he does not know how to teach an introductory class. He is awful at explaining concepts and answering questions. He expects everyone to have a mind that works similar to his and just catch on without much explanation. Exams are much harder than any other 103 professor.\",\"course_id\":\"PHYSICS 103\",\"date\":\"2015-08-05 12:51:41 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"36c1fe89e928ac18d6da7e2d\",\"instructor_id\":\"rmp:517501\",\"instructor_name\":\"Michael Winokur\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTI1MDk0MTQ3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/517501\"}],\"evidence_count\":1,\"review_ids\":[\"36c1fe89e928ac18d6da7e2d\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:517501\",\"name\":\"Michael Winokur\"}],\"review_year_end\":\"2015\",\"review_year_start\":\"2015\"},\"sentiment\":\"negative\",\"subject_instructor_id\":\"rmp:517501\",\"summary\":\"One reviewer states Michael Winokur is knowledgable but does not explain concepts well for an introductory class.\"},{\"aspect\":\"organization\",\"evidence\":[{\"comment\":\"It is clear that he is a nice guy but the class is very poorly organized. Gave practice exams and did not have the matching answer keys and did not respond to multiple Piazza questions asking to fix this. 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Yibin is hard to understand and hard to follow. He is a nice guy but he is not good at explaining the material. I would suggest taking this course with someone else if possible. 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Principles of mechanics, heat, and waves, with applications to a number of different fields.\"}],\"text\":\"GENERAL PHYSICS introduces mechanics, heat, and waves at the non-calculus level with applications to various fields.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"PHYSICS 103\",\"field\":\"description\",\"quote\":\"Principles of mechanics, heat, and waves\"}],\"text\":\"Mechanics\"},{\"evidence\":[{\"course_id\":\"PHYSICS 103\",\"field\":\"description\",\"quote\":\"Principles of mechanics, heat, and waves\"}],\"text\":\"Heat\"},{\"evidence\":[{\"course_id\":\"PHYSICS 103\",\"field\":\"description\",\"quote\":\"Principles of mechanics, heat, and waves\"}],\"text\":\"Waves\"}]}","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_0102faba3a6a173105857f06","course_id":"PHYSICS 103","catalog_version_id":"dad25208e0385e29425a54751866f219dfe7552ef1ceefe6b766fc966e958c8c","record_version_id":"e7f38484d31c67a42822b62033ea475fbd3d62403861045280392812e566dab8","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"96ad5a5528fae89dda3ff206b0ae65327eec8f26955a037f9e4562d81528a9c7","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"I had DPT for physics 103 and am currently in physics 104 with him. He is an amazing lecturer. He provides clear examples and will stop and explain a topic further if you don't understand it. His powerpoints are filled with jokes. The exams are fair, with one or two tough questions that require lots of thought. I would recommend him to anyone.\",\"course_id\":\"PHYSICS 103\",\"date\":\"2015-10-23 13:39:13 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"c641ec8bc77d135b89e52755\",\"instructor_id\":\"rmp:2018793\",\"instructor_name\":\"Daniel Thurs\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI1Mjg1MTU5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2018793\"},{\"comment\":\"Really cares that you learn the material. Labs were great, pertained to class, and flew by. Take his classes if you get the chance!\",\"course_id\":\"PHYSICS 103\",\"date\":\"2014-11-04 18:06:24 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"d132344da97f8d5a0a06e279\",\"instructor_id\":\"rmp:1923065\",\"instructor_name\":\"Lawrence  Watson\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIzNzQyNTgx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1923065\"},{\"comment\":\"Talks way to fast.  Do the practice exams! The exams are not really like the homework, so the practice exams helped.\",\"course_id\":\"PHYSICS 103\",\"date\":\"2006-04-20 19:13:49 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"5b5e55b405ef197b44e58b54\",\"instructor_id\":\"rmp:33094\",\"instructor_name\":\"Wesley Smith\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTExNzM4Mjcy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/33094\"},{\"comment\":\"I had low expectations for this course but this course was far worse than I expected. Yibin is hard to understand and hard to follow. He is a nice guy but he is not good at explaining the material. I would suggest taking this course with someone else if possible. Exams are only 20 multiple choice questions and they are hard to finish in time.\",\"course_id\":\"PHYSICS 103\",\"date\":\"2017-12-11 20:02:13 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"e5fbcde337eefb678264164a\",\"instructor_id\":\"rmp:407223\",\"instructor_name\":\"Yibin Pan\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTI5MTM4NjA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/407223\"},{\"comment\":\"This professor is clearly very knowledgable about physics. However, he does not know how to teach an introductory class. He is awful at explaining concepts and answering questions. He expects everyone to have a mind that works similar to his and just catch on without much explanation. Exams are much harder than any other 103 professor.\",\"course_id\":\"PHYSICS 103\",\"date\":\"2015-08-05 12:51:41 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"36c1fe89e928ac18d6da7e2d\",\"instructor_id\":\"rmp:517501\",\"instructor_name\":\"Michael Winokur\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTI1MDk0MTQ3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/517501\"}],\"evidence_count\":5,\"review_ids\":[\"c641ec8bc77d135b89e52755\",\"d132344da97f8d5a0a06e279\",\"5b5e55b405ef197b44e58b54\",\"e5fbcde337eefb678264164a\",\"36c1fe89e928ac18d6da7e2d\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1923065\",\"name\":\"Lawrence  Watson\"},{\"id\":\"rmp:2018793\",\"name\":\"Daniel Thurs\"},{\"id\":\"rmp:33094\",\"name\":\"Wesley Smith\"},{\"id\":\"rmp:407223\",\"name\":\"Yibin Pan\"},{\"id\":\"rmp:517501\",\"name\":\"Michael Winokur\"}],\"review_year_end\":\"2017\",\"review_year_start\":\"2006\"},\"sentiment\":\"mixed\",\"summary\":\"Instructor clarity varies significantly; some are praised for clear examples and step-by-step help, while others are criticized for fast talking, confusing lectures, and poor explanations.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Awful, awful professor. Never in class and when he is, he lectures super fast. Don't go to lecture, it's pointless because slides are online. Exams are extremely difficult and take longer than allotted time. Doing practice exams is the best way to prepare for tests. Good luck, you'll need it.\",\"course_id\":\"PHYSICS 103\",\"date\":\"2013-12-03 22:33:32 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"92a7a6859be2f0dded0641a9\",\"instructor_id\":\"rmp:33094\",\"instructor_name\":\"Wesley Smith\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTIyNDI2OTkz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/33094\"},{\"comment\":\"My TA is a better teacher than Smith.I wonder what this guy even does. Didn't even show up the first 6 weeks of class. Tests r incredibly hard to finish in allotted time.Expect to find material pop up on exams that u don't recall seeing even if u did 2 practice tests & all the homework beforehand. Curve is good but this class simply sucks.\",\"course_id\":\"PHYSICS 103\",\"date\":\"2013-11-13 21:23:08 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"14bae00432aba9671b207f94\",\"instructor_id\":\"rmp:33094\",\"instructor_name\":\"Wesley Smith\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTIyMzEyMjE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/33094\"},{\"comment\":\"I had low expectations for this course but this course was far worse than I expected. Yibin is hard to understand and hard to follow. He is a nice guy but he is not good at explaining the material. I would suggest taking this course with someone else if possible. Exams are only 20 multiple choice questions and they are hard to finish in time.\",\"course_id\":\"PHYSICS 103\",\"date\":\"2017-12-11 20:02:13 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"e5fbcde337eefb678264164a\",\"instructor_id\":\"rmp:407223\",\"instructor_name\":\"Yibin Pan\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTI5MTM4NjA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/407223\"},{\"comment\":\"His lectures were very confusing and hard to follow. Exams were very difficult, with mandatory discussions and labs that were equally confusing and frustrating depending on your TA. He's a nice guy, but it's an extremely difficult class. Would not recommend.\",\"course_id\":\"PHYSICS 103\",\"date\":\"2020-11-24 17:56:23 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"a032d249d104dd2fd3dcd4e3\",\"instructor_id\":\"rmp:2422922\",\"instructor_name\":\"Benjamin Spike\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMzODgyMTAx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2422922\"},{\"comment\":\"It is clear that he is a nice guy but the class is very poorly organized. Gave practice exams and did not have the matching answer keys and did not respond to multiple Piazza questions asking to fix this. Also, rarely gets through his slides and often skips over harder concepts.\",\"course_id\":\"PHYSICS 103\",\"date\":\"2021-05-06 16:22:16 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"ffb5610b3fac2b5602e3e4bb\",\"instructor_id\":\"rmp:2210765\",\"instructor_name\":\"Victor Brar\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTM0NzIyNzQz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2210765\"}],\"evidence_count\":5,\"review_ids\":[\"92a7a6859be2f0dded0641a9\",\"14bae00432aba9671b207f94\",\"e5fbcde337eefb678264164a\",\"a032d249d104dd2fd3dcd4e3\",\"ffb5610b3fac2b5602e3e4bb\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2210765\",\"name\":\"Victor Brar\"},{\"id\":\"rmp:2422922\",\"name\":\"Benjamin Spike\"},{\"id\":\"rmp:33094\",\"name\":\"Wesley Smith\"},{\"id\":\"rmp:407223\",\"name\":\"Yibin Pan\"}],\"review_year_end\":\"2021\",\"review_year_start\":\"2013\"},\"sentiment\":\"negative\",\"summary\":\"The course is widely considered difficult with heavy workloads, time-pressured exams, and a need for significant self-study outside of lectures.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"not necessary to go to class- just read the book.  exams are hard mostly because not enough time is given to take them.  probably pretty hard to get an A in this class.\",\"course_id\":\"PHYSICS 103\",\"date\":\"2005-12-17 22:11:18 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"d1f7bd0689ee02646973216e\",\"instructor_id\":\"rmp:33094\",\"instructor_name\":\"Wesley Smith\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTExMjAwODEy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/33094\"},{\"comment\":\"Talks way to fast.  Do the practice exams! The exams are not really like the homework, so the practice exams helped.\",\"course_id\":\"PHYSICS 103\",\"date\":\"2006-04-20 19:13:49 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"5b5e55b405ef197b44e58b54\",\"instructor_id\":\"rmp:33094\",\"instructor_name\":\"Wesley Smith\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTExNzM4Mjcy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/33094\"},{\"comment\":\"Awful, awful professor. Never in class and when he is, he lectures super fast. Don't go to lecture, it's pointless because slides are online. Exams are extremely difficult and take longer than allotted time. Doing practice exams is the best way to prepare for tests. Good luck, you'll need it.\",\"course_id\":\"PHYSICS 103\",\"date\":\"2013-12-03 22:33:32 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"92a7a6859be2f0dded0641a9\",\"instructor_id\":\"rmp:33094\",\"instructor_name\":\"Wesley Smith\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTIyNDI2OTkz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/33094\"},{\"comment\":\"I had low expectations for this course but this course was far worse than I expected. Yibin is hard to understand and hard to follow. He is a nice guy but he is not good at explaining the material. I would suggest taking this course with someone else if possible. Exams are only 20 multiple choice questions and they are hard to finish in time.\",\"course_id\":\"PHYSICS 103\",\"date\":\"2017-12-11 20:02:13 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"e5fbcde337eefb678264164a\",\"instructor_id\":\"rmp:407223\",\"instructor_name\":\"Yibin Pan\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTI5MTM4NjA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/407223\"},{\"comment\":\"Just an average prof. Yet his lectures are much clearer compared to his sub lecturer, considering Dr.S is the course coordinator.\\nBeware that he often disappeared for weeks, leaving piazza questions unanswered.\\nExams are tough as you don't get points for showing work. But if you can do quizzes and homework on your own (eg. no AI), you will be fine.\",\"course_id\":\"PHYSICS 103\",\"date\":\"2025-05-08 16:11:22 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"f3355678c9d19f21d463fd4c\",\"instructor_id\":\"rmp:2422922\",\"instructor_name\":\"Benjamin Spike\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTQxMjExMjUx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2422922\"}],\"evidence_count\":5,\"review_ids\":[\"d1f7bd0689ee02646973216e\",\"5b5e55b405ef197b44e58b54\",\"92a7a6859be2f0dded0641a9\",\"e5fbcde337eefb678264164a\",\"f3355678c9d19f21d463fd4c\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2422922\",\"name\":\"Benjamin Spike\"},{\"id\":\"rmp:33094\",\"name\":\"Wesley Smith\"},{\"id\":\"rmp:407223\",\"name\":\"Yibin Pan\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2005\"},\"sentiment\":\"negative\",\"summary\":\"Exams are frequently described as extremely difficult, time-consuming, and not reflective of homework or lecture content, often requiring extensive practice.\"},{\"aspect\":\"organization\",\"evidence\":[{\"comment\":\"Really cares that you learn the material. Labs were great, pertained to class, and flew by. Take his classes if you get the chance!\",\"course_id\":\"PHYSICS 103\",\"date\":\"2014-11-04 18:06:24 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"d132344da97f8d5a0a06e279\",\"instructor_id\":\"rmp:1923065\",\"instructor_name\":\"Lawrence  Watson\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIzNzQyNTgx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1923065\"},{\"comment\":\"Dr. McNanna is genuinely the nicest professor I have ever had. He makes a somewhat challenging course relatively easy to understand. He cares about his students and wants them to succeed in his course. Physics is not my favorite science field, but I am not kidding, I would take another physics course just to have him as my professor.\",\"course_id\":\"PHYSICS 103\",\"date\":\"2026-02-16 17:14:19 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"0ec9039371d9bb9bf3cb0b8e\",\"instructor_id\":\"rmp:3113733\",\"instructor_name\":\"Mitch McNanna \",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQyNjE1OTIy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3113733\"},{\"comment\":\"It is clear that he is a nice guy but the class is very poorly organized. Gave practice exams and did not have the matching answer keys and did not respond to multiple Piazza questions asking to fix this. Also, rarely gets through his slides and often skips over harder concepts.\",\"course_id\":\"PHYSICS 103\",\"date\":\"2021-05-06 16:22:16 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"ffb5610b3fac2b5602e3e4bb\",\"instructor_id\":\"rmp:2210765\",\"instructor_name\":\"Victor Brar\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTM0NzIyNzQz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2210765\"},{\"comment\":\"He's nice and seems to care but this class is hard as hell and he def doesn't lighten it up. He seems to take what students say to heart about how rough the class is but can't do anything about it. Tests are hard, his lectures are pretty unclear.\",\"course_id\":\"PHYSICS 103\",\"date\":\"2021-05-01 18:13:20 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"a74030c978e25d7e3e3d34ca\",\"instructor_id\":\"rmp:2210765\",\"instructor_name\":\"Victor Brar\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTM0Njc2MDI4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2210765\"},{\"comment\":\"This was a joint class.... And I liked it... At first I thought Peter was annoying.... but he anted his students to succeed. And respect him for that.\",\"course_id\":\"PHYSICS 103\",\"date\":\"2018-03-02 13:56:24 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"3d28b1c3c5c0601e47f2e67f\",\"instructor_id\":\"rmp:700328\",\"instructor_name\":\"Peter Timbie\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTI5NjE0MzY5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/700328\"}],\"evidence_count\":5,\"review_ids\":[\"d132344da97f8d5a0a06e279\",\"0ec9039371d9bb9bf3cb0b8e\",\"ffb5610b3fac2b5602e3e4bb\",\"a74030c978e25d7e3e3d34ca\",\"3d28b1c3c5c0601e47f2e67f\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1923065\",\"name\":\"Lawrence  Watson\"},{\"id\":\"rmp:2210765\",\"name\":\"Victor Brar\"},{\"id\":\"rmp:3113733\",\"name\":\"Mitch McNanna \"},{\"id\":\"rmp:700328\",\"name\":\"Peter Timbie\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2014\"},\"sentiment\":\"mixed\",\"summary\":\"Course organization is inconsistent; some professors are well-organized and caring, while others are described as disorganized, absent, or providing poor communication.\"}]}","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_0102faba3a6a173105857f06","course_id":"PHYSICS 103","catalog_version_id":"dad25208e0385e29425a54751866f219dfe7552ef1ceefe6b766fc966e958c8c","record_version_id":"e7f38484d31c67a42822b62033ea475fbd3d62403861045280392812e566dab8","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"96ad5a5528fae89dda3ff206b0ae65327eec8f26955a037f9e4562d81528a9c7","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"7b60ed390a370cdb945bf4250e75ce42fce973d1121b165a8f99e0338ae07afa\",\"course_id\":\"PHYSICS 103\",\"current_instructors\":[{\"instructor_uid\":\"instructor_4136d137748b7c57169bf530\",\"message\":\"No course-specific reviews available\",\"name\":\"Carrie Francis\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":\"rmp:2959139\",\"summary\":[]},{\"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\":\"2015-10-23 13:39:13 +0000 UTC\",\"review_id\":\"c641ec8bc77d135b89e52755\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2018793\",\"source_review_id\":\"UmF0aW5nLTI1Mjg1MTU5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2018793\",\"type\":\"review\"}],\"text\":\"Daniel Thurs is described as an amazing lecturer who provides clear examples and explains topics further when needed. His lectures include jokes, and exams are considered fair with a few tough questions requiring thought.\"},{\"citations\":[{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2023: 3.07 GPA, 43.2% A/AB (n=696 letter grades); Fall 2024: 3.09 GPA, 44.3% A/AB (n=681 letter grades); Fall 2025: 3.09 GPA, 44.6% A/AB (n=691 letter grades). Includes jointly taught sections.\"}]},{\"instructor_uid\":\"instructor_9d0180eb131a3179e069fa23\",\"message\":\"No course-specific reviews available\",\"name\":\"Stanislav Boldyrev\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":\"rmp:1271250\",\"summary\":[{\"citations\":[{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2018: 3.19 GPA, 51.1% A/AB (n=653 letter grades); Fall 2025: 3.09 GPA, 44.6% A/AB (n=691 letter grades). Includes jointly taught sections.\"}]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Daniel Thurs\",\"review_date\":\"2015-10-23 13:39:13 +0000 UTC\",\"review_id\":\"c641ec8bc77d135b89e52755\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2018793\",\"source_review_id\":\"UmF0aW5nLTI1Mjg1MTU5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2018793\",\"type\":\"review\"}],\"text\":\"Exams are fair but include one or two tough questions that require significant thought and effort.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Benjamin Spike\",\"review_date\":\"2025-05-08 16:11:22 +0000 UTC\",\"review_id\":\"f3355678c9d19f21d463fd4c\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2422922\",\"source_review_id\":\"UmF0aW5nLTQxMjExMjUx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2422922\",\"type\":\"review\"},{\"instructor_name\":\"Mitch McNanna \",\"review_date\":\"2026-02-16 17:14:19 +0000 UTC\",\"review_id\":\"0ec9039371d9bb9bf3cb0b8e\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3113733\",\"source_review_id\":\"UmF0aW5nLTQyNjE1OTIy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3113733\",\"type\":\"review\"},{\"instructor_name\":\"Mitch McNanna \",\"review_date\":\"2026-08-08 13:20:20 +0000 UTC\",\"review_id\":\"749fee82dc0b01c119fe2830\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3113733\",\"source_review_id\":\"UmF0aW5nLTQzMzU0MjI3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3113733\",\"type\":\"review\"}],\"text\":\"Historical reviews of Benjamin Spike, Mitch McNanna : Benjamin Spike delivers clear lectures, though he may disappear for weeks and leave Piazza questions unanswered, with tough exams that require independent work. Mitch McNanna is highly praised for making challenging material easy to understand and for his accessibility and care for student success.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Daniel Thurs\",\"review_date\":\"2015-10-23 13:39:13 +0000 UTC\",\"review_id\":\"c641ec8bc77d135b89e52755\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2018793\",\"source_review_id\":\"UmF0aW5nLTI1Mjg1MTU5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2018793\",\"type\":\"review\"}],\"text\":\"Daniel Thurs is an amazing lecturer who provides clear examples and explains topics further when needed, making the course accessible.\"},{\"citations\":[{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.05 GPA, 44.0% A/AB (n=423 letter grades); Fall 2025: 3.09 GPA, 44.6% A/AB (n=691 letter grades); Spring 2026: 2.95 GPA, 36.6% A/AB (n=456 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Daniel Thurs\",\"review_date\":\"2015-10-23 13:39:13 +0000 UTC\",\"review_id\":\"c641ec8bc77d135b89e52755\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2018793\",\"source_review_id\":\"UmF0aW5nLTI1Mjg1MTU5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2018793\",\"type\":\"review\"}],\"text\":\"Reviewers appreciate the clear lectures and fair exams, noting that PowerPoint slides contain jokes.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"}],\"text\":\"ALBRECHT KARLE is recorded teaching in Fall 2021, Fall 2022, Fall 2024. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 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103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 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Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1154\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1154\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 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103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 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103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"DANIEL THURS is recorded teaching in Spring 2015, Spring 2016, Spring 2017, Spring 2018, Fall 2018, Spring 2019, 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 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1144\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1144\",\"type\":\"grade\"}],\"text\":\"LAWRENCE WATSON is recorded teaching in Spring 2014. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"}],\"text\":\"PETER TIMBIE is recorded teaching in Spring 2016, Spring 2017, Spring 2018, Spring 2020. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"STANISLAV BOLDYREV is recorded teaching in Fall 2018, Fall 2025. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 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103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"}],\"text\":\"VICTOR BRAR is recorded teaching in Fall 2017, Fall 2019, Fall 2020, Spring 2022, Fall 2023, Spring 2024. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1072\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"source_record\":{\"entity_id\":\"d80b0f9e-bf43-3f46-87e5-7e64c8a5cd8a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1072\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 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