[{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_1666a5a286d44301d42ee8d0","course_id":"PHYSICS 247","catalog_version_id":"2ef257feed09bd8782bfa4ff30476af2ecfad80c480bc3a9dbb43a16eebe2038","record_version_id":"f85d57f1b0a1ba663770e702f6340080adbdc6538e6b083cf95eed8a77f9e1b5","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"5f1ea90d0de3c27b7158b0c8aca185c7ac82160c4f2ce71d85c45154f754abc0","section":"requirements","status":"invalid","value_json":null,"candidate_json":"{\"nodes\":[{\"children\":[],\"condition\":null,\"course\":{\"course_number\":222,\"minimum_grade\":null,\"subjects\":[\"MATH\"],\"timing\":\"prior_or_concurrent\"},\"evidence\":\"MATH 222or concurrent enrollment\",\"id\":\"n0\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"MATH 217 or221.MATH 211or213does not fulfill the requisite.\",\"course\":null,\"evidence\":\"MATH 217 or221.MATH 211or213does not fulfill the requisite.\",\"id\":\"n1\",\"kind\":\"condition\"}],\"notes\":[\"MATH 222 is a prerequisite for PHYSICS 247. MATH 222's own requirements exclude MATH 211/213, implying MATH 217/221 are the valid prior courses for MATH 222, but this is background for MATH 222, not a direct requirement for PHYSICS 247. The\"],\"root\":\"n0\",\"status\":\"parsed\"}","error":"Node n1: evidence 'MATH 217 or221.MATH 211or213does not fulfill the requisite.' must quote an exact source substring.\nUnreachable nodes: n1; connect all conditions and exclusions to the root.","model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_1666a5a286d44301d42ee8d0","course_id":"PHYSICS 247","catalog_version_id":"2ef257feed09bd8782bfa4ff30476af2ecfad80c480bc3a9dbb43a16eebe2038","record_version_id":"f85d57f1b0a1ba663770e702f6340080adbdc6538e6b083cf95eed8a77f9e1b5","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"5f1ea90d0de3c27b7158b0c8aca185c7ac82160c4f2ce71d85c45154f754abc0","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"PHYSICS 247\",\"field\":\"description\",\"quote\":\"Calculus-based introduction to physics\"}],\"text\":\"Calculus background\"},{\"evidence\":[{\"course_id\":\"PHYSICS 247\",\"field\":\"requirements_text\",\"quote\":\"MATH 222or concurrent enrollment\"}],\"text\":\"MATH 222 (Calculus and Analytic Geometry 2)\"}],\"search_phrases\":[\"calculus-based physics\",\"modern physics introduction\",\"physics mechanics waves thermodynamics\",\"physics computation\",\"rigorous physics sequence\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"PHYSICS 247\",\"field\":\"description\",\"quote\":\"with computation\"}],\"text\":\"Computational methods in physics\"}],\"summary\":{\"evidence\":[{\"course_id\":\"PHYSICS 247\",\"field\":\"description\",\"quote\":\"Calculus-based introduction to physics intended for Physics, AMEP, and Astronomy-Physics majors. Mechanics, waves, thermodynamics and statistical mechanics, topics in modern physics; with computation.\"}],\"text\":\"A calculus-based, rigorous introduction to physics covering mechanics, waves, thermodynamics, statistical mechanics, and modern physics with computation.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"PHYSICS 247\",\"field\":\"description\",\"quote\":\"Mechanics, waves, thermodynamics and statistical mechanics, topics in modern physics\"}],\"text\":\"Mechanics, waves, thermodynamics, statistical mechanics, and modern physics\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_1666a5a286d44301d42ee8d0","course_id":"PHYSICS 247","catalog_version_id":"2ef257feed09bd8782bfa4ff30476af2ecfad80c480bc3a9dbb43a16eebe2038","record_version_id":"f85d57f1b0a1ba663770e702f6340080adbdc6538e6b083cf95eed8a77f9e1b5","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"5f1ea90d0de3c27b7158b0c8aca185c7ac82160c4f2ce71d85c45154f754abc0","section":"student_experience","status":"insufficient_evidence","value_json":"{\"status\":\"insufficient_evidence\",\"themes\":[]}","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_1666a5a286d44301d42ee8d0","course_id":"PHYSICS 247","catalog_version_id":"2ef257feed09bd8782bfa4ff30476af2ecfad80c480bc3a9dbb43a16eebe2038","record_version_id":"f85d57f1b0a1ba663770e702f6340080adbdc6538e6b083cf95eed8a77f9e1b5","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"39f0fc61cc115715bd6cbda25d5a69cb9d4face3c4cb67d59dfce14736604fe6","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":null,\"course\":{\"course_number\":222,\"minimum_grade\":null,\"subjects\":[\"MATH\"],\"timing\":\"prior_or_concurrent\"},\"evidence\":\"MATH 222or concurrent enrollment\",\"id\":\"n0\",\"kind\":\"course\"}],\"notes\":[],\"root\":\"n0\",\"status\":\"parsed\"}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_1666a5a286d44301d42ee8d0","course_id":"PHYSICS 247","catalog_version_id":"2ef257feed09bd8782bfa4ff30476af2ecfad80c480bc3a9dbb43a16eebe2038","record_version_id":"f85d57f1b0a1ba663770e702f6340080adbdc6538e6b083cf95eed8a77f9e1b5","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"39f0fc61cc115715bd6cbda25d5a69cb9d4face3c4cb67d59dfce14736604fe6","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"PHYSICS 247\",\"field\":\"description\",\"quote\":\"Calculus-based introduction to physics\"}],\"text\":\"Calculus background\"},{\"evidence\":[{\"course_id\":\"PHYSICS 247\",\"field\":\"requirements_text\",\"quote\":\"MATH 222or concurrent enrollment\"}],\"text\":\"MATH 222 (Calculus and Analytic Geometry 2)\"}],\"search_phrases\":[\"calculus-based physics\",\"modern physics introduction\",\"physics mechanics waves thermodynamics\",\"physics computation\",\"rigorous physics sequence\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"PHYSICS 247\",\"field\":\"description\",\"quote\":\"with computation\"}],\"text\":\"Computational methods in physics\"}],\"summary\":{\"evidence\":[{\"course_id\":\"PHYSICS 247\",\"field\":\"description\",\"quote\":\"Calculus-based introduction to physics intended for Physics, AMEP, and Astronomy-Physics majors. Mechanics, waves, thermodynamics and statistical mechanics, topics in modern physics; with computation.\"}],\"text\":\"A calculus-based, rigorous introduction to physics covering mechanics, waves, thermodynamics, statistical mechanics, and modern physics with computation.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"PHYSICS 247\",\"field\":\"description\",\"quote\":\"Mechanics, waves, thermodynamics and statistical mechanics, topics in modern physics\"}],\"text\":\"Mechanics, waves, thermodynamics, statistical mechanics, and modern physics\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_1666a5a286d44301d42ee8d0","course_id":"PHYSICS 247","catalog_version_id":"2ef257feed09bd8782bfa4ff30476af2ecfad80c480bc3a9dbb43a16eebe2038","record_version_id":"f85d57f1b0a1ba663770e702f6340080adbdc6538e6b083cf95eed8a77f9e1b5","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"39f0fc61cc115715bd6cbda25d5a69cb9d4face3c4cb67d59dfce14736604fe6","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"He really cares about his students and is very passionate about his field. With that being said, he is a poor, slightly disorganized lecturer and isn't very good at directly answering questions. If you can ask the right questions, you'll get a good answer. Don't worry about raw score on his tests, he's going to curve the crap out of it. Decent prof\",\"course_id\":\"PHYSICS 247\",\"date\":\"2014-04-16 14:30:02 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"a9b9ffff5003257625e472bc\",\"instructor_id\":\"rmp:517501\",\"instructor_name\":\"Michael Winokur\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTIzMDQ4MzQy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/517501\"},{\"comment\":\"Lectures are not the clearest but he is very helpful when asked for it, read before coming to lecture\",\"course_id\":\"PHYSICS 247\",\"date\":\"2014-12-09 14:45:26 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"0a019aafa96f67e70778ea4b\",\"instructor_id\":\"rmp:700328\",\"instructor_name\":\"Peter Timbie\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI0MDAxODAw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/700328\"},{\"comment\":\"The lectures were extremely easy. We were talking about vectors for a week. Then suddenly, first test and nothing made sense at all. If it weren't for the hard discussions, everyone would have failed. Just make sure to follow along in the book, you have to read everything. It's ESSENTIAL.\",\"course_id\":\"PHYSICS 247\",\"date\":\"2016-01-17 22:11:20 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"dd4694998e25b39a54b50d3d\",\"instructor_id\":\"rmp:2102779\",\"instructor_name\":\"Kam Arnold\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTI1OTU1MjQ4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2102779\"},{\"comment\":\"Lectures usually dont follow the chapter readings for each week very well but are sometimes related, compared to the Matlab assignments which always feel so random and unconnected  making progress especially difficult for someone new to the programming platform.\",\"course_id\":\"PHYSICS 247\",\"date\":\"2021-10-13 22:49:22 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"a39e5bb4b5415a930e49212e\",\"instructor_id\":\"rmp:283831\",\"instructor_name\":\"Duncan Carlsmith\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM1MTIzMTQ4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/283831\"},{\"comment\":\"Duncan is possibly the worst professor at UW-Madison. You will learn nothing unless you read the textbook. Lectures are useless but mandatory. Tests are unfair and have nothing to do with any learning you're doing. 80% of class and all labs are coding MATLAB, which he teaches literally none of yet expects you to know everything. DO NOT TAKE!!!!!!!!\",\"course_id\":\"PHYSICS 247\",\"date\":\"2021-10-16 18:55:48 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"7ee589ed3658147978bf1b40\",\"instructor_id\":\"rmp:283831\",\"instructor_name\":\"Duncan Carlsmith\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM1MTI5NjAw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/283831\"},{\"comment\":\"Nice guy but hard to follow. Had trouble teaching lectures in a way that was understandable. Often had to backtrack and overall a bit monotone. Seemed to be very knowledgeable about physics but not a good match for an intro course.\\n\\nDid his best to help with the grade/relieve pressure. Minimal homework, completion labs and generous curve.\",\"course_id\":\"PHYSICS 247\",\"date\":\"2022-12-03 07:18:04 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"d1009f1de9b5289aef1c9d28\",\"instructor_id\":\"rmp:2542515\",\"instructor_name\":\"Matthew Herndon\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM2OTU1MDQz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2542515\"},{\"comment\":\"He does an okay job of explaining concepts on the board, and provides examples instead of just plowing through the equations. However, when writing on the board he will sometimes mix up his variables or negative signs, which can make it more confusing to understand how the math actually works.\",\"course_id\":\"PHYSICS 247\",\"date\":\"2023-01-17 02:17:43 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"0cb7bfadb67d3c50f9847a56\",\"instructor_id\":\"rmp:2542515\",\"instructor_name\":\"Matthew Herndon\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM3MzQxNjA5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2542515\"},{\"comment\":\"I couldn't have had a worse introduction to the physics department at Madison. Once per class, he would mess up a formula by either switching variables or flipping addition and subtraction signs. He spent most classes deriving formulas and he always answered in-class questions in a way that a student at our levels just couldn't understand.\",\"course_id\":\"PHYSICS 247\",\"date\":\"2024-11-03 23:57:27 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"cc37193918d89c9e28cd2eb5\",\"instructor_id\":\"rmp:2542515\",\"instructor_name\":\"Matthew Herndon\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM5ODg3Mjk3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2542515\"}],\"evidence_count\":8,\"review_ids\":[\"a9b9ffff5003257625e472bc\",\"0a019aafa96f67e70778ea4b\",\"dd4694998e25b39a54b50d3d\",\"a39e5bb4b5415a930e49212e\",\"7ee589ed3658147978bf1b40\",\"d1009f1de9b5289aef1c9d28\",\"0cb7bfadb67d3c50f9847a56\",\"cc37193918d89c9e28cd2eb5\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2102779\",\"name\":\"Kam Arnold\"},{\"id\":\"rmp:2542515\",\"name\":\"Matthew Herndon\"},{\"id\":\"rmp:283831\",\"name\":\"Duncan Carlsmith\"},{\"id\":\"rmp:517501\",\"name\":\"Michael Winokur\"},{\"id\":\"rmp:700328\",\"name\":\"Peter Timbie\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2014\"},\"sentiment\":\"mixed\",\"summary\":\"Instructor clarity varies significantly; some are passionate but disorganized or hard to follow, while others are clear and helpful. Frequent complaints about lectures not matching readings or containing errors.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"He cares a lot about physics but tends to go off on tangents. There was a lot of homework and the lab reports take an extremely long time to write. Some of the programming parts of labs were difficult.\",\"course_id\":\"PHYSICS 247\",\"date\":\"2017-12-07 21:51:47 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"8214c0257ea426b14f32f2ff\",\"instructor_id\":\"rmp:283831\",\"instructor_name\":\"Duncan Carlsmith\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI5MDg5OTMz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/283831\"},{\"comment\":\"Lectures usually dont follow the chapter readings for each week very well but are sometimes related, compared to the Matlab assignments which always feel so random and unconnected  making progress especially difficult for someone new to the programming platform.\",\"course_id\":\"PHYSICS 247\",\"date\":\"2021-10-13 22:49:22 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"a39e5bb4b5415a930e49212e\",\"instructor_id\":\"rmp:283831\",\"instructor_name\":\"Duncan Carlsmith\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM1MTIzMTQ4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/283831\"},{\"comment\":\"Duncan is possibly the worst professor at UW-Madison. You will learn nothing unless you read the textbook. Lectures are useless but mandatory. Tests are unfair and have nothing to do with any learning you're doing. 80% of class and all labs are coding MATLAB, which he teaches literally none of yet expects you to know everything. DO NOT TAKE!!!!!!!!\",\"course_id\":\"PHYSICS 247\",\"date\":\"2021-10-16 18:55:48 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"7ee589ed3658147978bf1b40\",\"instructor_id\":\"rmp:283831\",\"instructor_name\":\"Duncan Carlsmith\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM1MTI5NjAw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/283831\"}],\"evidence_count\":3,\"review_ids\":[\"8214c0257ea426b14f32f2ff\",\"a39e5bb4b5415a930e49212e\",\"7ee589ed3658147978bf1b40\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:283831\",\"name\":\"Duncan Carlsmith\"}],\"review_year_end\":\"2021\",\"review_year_start\":\"2017\"},\"sentiment\":\"negative\",\"summary\":\"Heavy workload with difficult lab reports and programming assignments in MATLAB. Students report that coding parts are difficult and time-consuming.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"He really cares about his students and is very passionate about his field. With that being said, he is a poor, slightly disorganized lecturer and isn't very good at directly answering questions. If you can ask the right questions, you'll get a good answer. Don't worry about raw score on his tests, he's going to curve the crap out of it. Decent prof\",\"course_id\":\"PHYSICS 247\",\"date\":\"2014-04-16 14:30:02 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"a9b9ffff5003257625e472bc\",\"instructor_id\":\"rmp:517501\",\"instructor_name\":\"Michael Winokur\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTIzMDQ4MzQy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/517501\"},{\"comment\":\"Duncan is possibly the worst professor at UW-Madison. You will learn nothing unless you read the textbook. Lectures are useless but mandatory. Tests are unfair and have nothing to do with any learning you're doing. 80% of class and all labs are coding MATLAB, which he teaches literally none of yet expects you to know everything. DO NOT TAKE!!!!!!!!\",\"course_id\":\"PHYSICS 247\",\"date\":\"2021-10-16 18:55:48 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"7ee589ed3658147978bf1b40\",\"instructor_id\":\"rmp:283831\",\"instructor_name\":\"Duncan Carlsmith\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM1MTI5NjAw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/283831\"},{\"comment\":\"Nice guy but hard to follow. Had trouble teaching lectures in a way that was understandable. Often had to backtrack and overall a bit monotone. Seemed to be very knowledgeable about physics but not a good match for an intro course.\\n\\nDid his best to help with the grade/relieve pressure. Minimal homework, completion labs and generous curve.\",\"course_id\":\"PHYSICS 247\",\"date\":\"2022-12-03 07:18:04 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"d1009f1de9b5289aef1c9d28\",\"instructor_id\":\"rmp:2542515\",\"instructor_name\":\"Matthew Herndon\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM2OTU1MDQz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2542515\"}],\"evidence_count\":3,\"review_ids\":[\"a9b9ffff5003257625e472bc\",\"7ee589ed3658147978bf1b40\",\"d1009f1de9b5289aef1c9d28\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2542515\",\"name\":\"Matthew Herndon\"},{\"id\":\"rmp:283831\",\"name\":\"Duncan Carlsmith\"},{\"id\":\"rmp:517501\",\"name\":\"Michael Winokur\"}],\"review_year_end\":\"2022\",\"review_year_start\":\"2014\"},\"sentiment\":\"mixed\",\"summary\":\"Tests are often curved, which helps grades, but some students find them unfair or disconnected from lectures. Lab reports are a significant component of the grade.\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_1666a5a286d44301d42ee8d0","course_id":"PHYSICS 247","catalog_version_id":"2ef257feed09bd8782bfa4ff30476af2ecfad80c480bc3a9dbb43a16eebe2038","record_version_id":"f85d57f1b0a1ba663770e702f6340080adbdc6538e6b083cf95eed8a77f9e1b5","job_id":"enrich-789789da373eecc1ff75f626","output_id":"73ae538fad20f9966f5bc6d68d5c9786af5ca69c9af4a868489c2bc35c732379","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[],\"condition\":null,\"course\":{\"course_number\":222,\"minimum_grade\":null,\"subjects\":[\"MATH\"],\"timing\":\"prior_or_concurrent\"},\"evidence\":\"MATH 222or concurrent enrollment\",\"id\":\"n0\",\"kind\":\"course\"}],\"notes\":[],\"root\":\"n0\",\"status\":\"parsed\"}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_1666a5a286d44301d42ee8d0","course_id":"PHYSICS 247","catalog_version_id":"2ef257feed09bd8782bfa4ff30476af2ecfad80c480bc3a9dbb43a16eebe2038","record_version_id":"f85d57f1b0a1ba663770e702f6340080adbdc6538e6b083cf95eed8a77f9e1b5","job_id":"enrich-789789da373eecc1ff75f626","output_id":"73ae538fad20f9966f5bc6d68d5c9786af5ca69c9af4a868489c2bc35c732379","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"PHYSICS 247\",\"field\":\"description\",\"quote\":\"Calculus-based introduction to physics\"}],\"text\":\"Calculus background\"},{\"evidence\":[{\"course_id\":\"PHYSICS 247\",\"field\":\"requirements_text\",\"quote\":\"MATH 222or concurrent enrollment\"}],\"text\":\"MATH 222 (Calculus and Analytic Geometry 2)\"}],\"search_phrases\":[\"calculus-based physics\",\"modern physics introduction\",\"physics mechanics waves thermodynamics\",\"physics computation\",\"rigorous physics sequence\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"PHYSICS 247\",\"field\":\"description\",\"quote\":\"with computation\"}],\"text\":\"Computational methods in physics\"}],\"summary\":{\"evidence\":[{\"course_id\":\"PHYSICS 247\",\"field\":\"description\",\"quote\":\"Calculus-based introduction to physics intended for Physics, AMEP, and Astronomy-Physics majors. Mechanics, waves, thermodynamics and statistical mechanics, topics in modern physics; with computation.\"}],\"text\":\"A calculus-based, rigorous introduction to physics covering mechanics, waves, thermodynamics, statistical mechanics, and modern physics with computation.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"PHYSICS 247\",\"field\":\"description\",\"quote\":\"Mechanics, waves, thermodynamics and statistical mechanics, topics in modern physics\"}],\"text\":\"Mechanics, waves, thermodynamics, statistical mechanics, and modern physics\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_1666a5a286d44301d42ee8d0","course_id":"PHYSICS 247","catalog_version_id":"2ef257feed09bd8782bfa4ff30476af2ecfad80c480bc3a9dbb43a16eebe2038","record_version_id":"f85d57f1b0a1ba663770e702f6340080adbdc6538e6b083cf95eed8a77f9e1b5","job_id":"enrich-789789da373eecc1ff75f626","output_id":"73ae538fad20f9966f5bc6d68d5c9786af5ca69c9af4a868489c2bc35c732379","section":"student_experience","status":"insufficient_evidence","value_json":"{\"status\":\"insufficient_evidence\",\"themes\":[]}","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_1666a5a286d44301d42ee8d0","course_id":"PHYSICS 247","catalog_version_id":"2ef257feed09bd8782bfa4ff30476af2ecfad80c480bc3a9dbb43a16eebe2038","record_version_id":"f85d57f1b0a1ba663770e702f6340080adbdc6538e6b083cf95eed8a77f9e1b5","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"3a8bdfd4155ffd35cabf93daeb7ec210097e1cf81117ccb4ab337227e9916d8b","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":null,\"course\":{\"course_number\":222,\"minimum_grade\":null,\"subjects\":[\"MATH\"],\"timing\":\"prior_or_concurrent\"},\"evidence\":\"MATH 222or concurrent enrollment\",\"id\":\"n0\",\"kind\":\"course\"}],\"notes\":[],\"root\":\"n0\",\"status\":\"parsed\"}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_1666a5a286d44301d42ee8d0","course_id":"PHYSICS 247","catalog_version_id":"2ef257feed09bd8782bfa4ff30476af2ecfad80c480bc3a9dbb43a16eebe2038","record_version_id":"f85d57f1b0a1ba663770e702f6340080adbdc6538e6b083cf95eed8a77f9e1b5","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"3a8bdfd4155ffd35cabf93daeb7ec210097e1cf81117ccb4ab337227e9916d8b","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"PHYSICS 247\",\"field\":\"description\",\"quote\":\"Calculus-based introduction to physics\"}],\"text\":\"Calculus background\"},{\"evidence\":[{\"course_id\":\"PHYSICS 247\",\"field\":\"requirements_text\",\"quote\":\"MATH 222or concurrent enrollment\"}],\"text\":\"MATH 222 (Calculus and Analytic Geometry 2)\"}],\"search_phrases\":[\"calculus-based physics\",\"modern physics introduction\",\"physics mechanics waves thermodynamics\",\"physics computation\",\"rigorous physics sequence\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"PHYSICS 247\",\"field\":\"description\",\"quote\":\"with computation\"}],\"text\":\"Computational methods in physics\"}],\"summary\":{\"evidence\":[{\"course_id\":\"PHYSICS 247\",\"field\":\"description\",\"quote\":\"Calculus-based introduction to physics intended for Physics, AMEP, and Astronomy-Physics majors. Mechanics, waves, thermodynamics and statistical mechanics, topics in modern physics; with computation.\"}],\"text\":\"A calculus-based, rigorous introduction to physics covering mechanics, waves, thermodynamics, statistical mechanics, and modern physics with computation.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"PHYSICS 247\",\"field\":\"description\",\"quote\":\"Mechanics, waves, thermodynamics and statistical mechanics, topics in modern physics\"}],\"text\":\"Mechanics, waves, thermodynamics, statistical mechanics, and modern physics\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_1666a5a286d44301d42ee8d0","course_id":"PHYSICS 247","catalog_version_id":"2ef257feed09bd8782bfa4ff30476af2ecfad80c480bc3a9dbb43a16eebe2038","record_version_id":"f85d57f1b0a1ba663770e702f6340080adbdc6538e6b083cf95eed8a77f9e1b5","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"3a8bdfd4155ffd35cabf93daeb7ec210097e1cf81117ccb4ab337227e9916d8b","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"He really cares about his students and is very passionate about his field. With that being said, he is a poor, slightly disorganized lecturer and isn't very good at directly answering questions. If you can ask the right questions, you'll get a good answer. Don't worry about raw score on his tests, he's going to curve the crap out of it. Decent prof\",\"course_id\":\"PHYSICS 247\",\"date\":\"2014-04-16 14:30:02 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"a9b9ffff5003257625e472bc\",\"instructor_id\":\"rmp:517501\",\"instructor_name\":\"Michael Winokur\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTIzMDQ4MzQy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/517501\"},{\"comment\":\"Lectures are not the clearest but he is very helpful when asked for it, read before coming to lecture\",\"course_id\":\"PHYSICS 247\",\"date\":\"2014-12-09 14:45:26 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"0a019aafa96f67e70778ea4b\",\"instructor_id\":\"rmp:700328\",\"instructor_name\":\"Peter Timbie\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI0MDAxODAw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/700328\"},{\"comment\":\"The lectures were extremely easy. We were talking about vectors for a week. Then suddenly, first test and nothing made sense at all. If it weren't for the hard discussions, everyone would have failed. Just make sure to follow along in the book, you have to read everything. It's ESSENTIAL.\",\"course_id\":\"PHYSICS 247\",\"date\":\"2016-01-17 22:11:20 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"dd4694998e25b39a54b50d3d\",\"instructor_id\":\"rmp:2102779\",\"instructor_name\":\"Kam Arnold\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTI1OTU1MjQ4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2102779\"},{\"comment\":\"Lectures usually dont follow the chapter readings for each week very well but are sometimes related, compared to the Matlab assignments which always feel so random and unconnected  making progress especially difficult for someone new to the programming platform.\",\"course_id\":\"PHYSICS 247\",\"date\":\"2021-10-13 22:49:22 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"a39e5bb4b5415a930e49212e\",\"instructor_id\":\"rmp:283831\",\"instructor_name\":\"Duncan Carlsmith\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM1MTIzMTQ4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/283831\"},{\"comment\":\"Duncan is possibly the worst professor at UW-Madison. You will learn nothing unless you read the textbook. Lectures are useless but mandatory. Tests are unfair and have nothing to do with any learning you're doing. 80% of class and all labs are coding MATLAB, which he teaches literally none of yet expects you to know everything. DO NOT TAKE!!!!!!!!\",\"course_id\":\"PHYSICS 247\",\"date\":\"2021-10-16 18:55:48 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"7ee589ed3658147978bf1b40\",\"instructor_id\":\"rmp:283831\",\"instructor_name\":\"Duncan Carlsmith\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM1MTI5NjAw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/283831\"},{\"comment\":\"Nice guy but hard to follow. Had trouble teaching lectures in a way that was understandable. Often had to backtrack and overall a bit monotone. Seemed to be very knowledgeable about physics but not a good match for an intro course.\\n\\nDid his best to help with the grade/relieve pressure. Minimal homework, completion labs and generous curve.\",\"course_id\":\"PHYSICS 247\",\"date\":\"2022-12-03 07:18:04 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"d1009f1de9b5289aef1c9d28\",\"instructor_id\":\"rmp:2542515\",\"instructor_name\":\"Matthew Herndon\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM2OTU1MDQz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2542515\"},{\"comment\":\"He does an okay job of explaining concepts on the board, and provides examples instead of just plowing through the equations. However, when writing on the board he will sometimes mix up his variables or negative signs, which can make it more confusing to understand how the math actually works.\",\"course_id\":\"PHYSICS 247\",\"date\":\"2023-01-17 02:17:43 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"0cb7bfadb67d3c50f9847a56\",\"instructor_id\":\"rmp:2542515\",\"instructor_name\":\"Matthew Herndon\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM3MzQxNjA5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2542515\"},{\"comment\":\"I couldn't have had a worse introduction to the physics department at Madison. Once per class, he would mess up a formula by either switching variables or flipping addition and subtraction signs. He spent most classes deriving formulas and he always answered in-class questions in a way that a student at our levels just couldn't understand.\",\"course_id\":\"PHYSICS 247\",\"date\":\"2024-11-03 23:57:27 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"cc37193918d89c9e28cd2eb5\",\"instructor_id\":\"rmp:2542515\",\"instructor_name\":\"Matthew Herndon\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM5ODg3Mjk3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2542515\"}],\"evidence_count\":8,\"review_ids\":[\"a9b9ffff5003257625e472bc\",\"0a019aafa96f67e70778ea4b\",\"dd4694998e25b39a54b50d3d\",\"a39e5bb4b5415a930e49212e\",\"7ee589ed3658147978bf1b40\",\"d1009f1de9b5289aef1c9d28\",\"0cb7bfadb67d3c50f9847a56\",\"cc37193918d89c9e28cd2eb5\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2102779\",\"name\":\"Kam Arnold\"},{\"id\":\"rmp:2542515\",\"name\":\"Matthew Herndon\"},{\"id\":\"rmp:283831\",\"name\":\"Duncan Carlsmith\"},{\"id\":\"rmp:517501\",\"name\":\"Michael Winokur\"},{\"id\":\"rmp:700328\",\"name\":\"Peter Timbie\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2014\"},\"sentiment\":\"mixed\",\"summary\":\"Instructor clarity varies significantly; some are passionate but disorganized or hard to follow, while others are clear and helpful. Frequent complaints about lectures not matching readings or containing errors.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"He cares a lot about physics but tends to go off on tangents. There was a lot of homework and the lab reports take an extremely long time to write. Some of the programming parts of labs were difficult.\",\"course_id\":\"PHYSICS 247\",\"date\":\"2017-12-07 21:51:47 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"8214c0257ea426b14f32f2ff\",\"instructor_id\":\"rmp:283831\",\"instructor_name\":\"Duncan Carlsmith\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI5MDg5OTMz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/283831\"},{\"comment\":\"Lectures usually dont follow the chapter readings for each week very well but are sometimes related, compared to the Matlab assignments which always feel so random and unconnected  making progress especially difficult for someone new to the programming platform.\",\"course_id\":\"PHYSICS 247\",\"date\":\"2021-10-13 22:49:22 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"a39e5bb4b5415a930e49212e\",\"instructor_id\":\"rmp:283831\",\"instructor_name\":\"Duncan Carlsmith\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM1MTIzMTQ4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/283831\"},{\"comment\":\"Duncan is possibly the worst professor at UW-Madison. You will learn nothing unless you read the textbook. Lectures are useless but mandatory. Tests are unfair and have nothing to do with any learning you're doing. 80% of class and all labs are coding MATLAB, which he teaches literally none of yet expects you to know everything. DO NOT TAKE!!!!!!!!\",\"course_id\":\"PHYSICS 247\",\"date\":\"2021-10-16 18:55:48 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"7ee589ed3658147978bf1b40\",\"instructor_id\":\"rmp:283831\",\"instructor_name\":\"Duncan Carlsmith\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM1MTI5NjAw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/283831\"}],\"evidence_count\":3,\"review_ids\":[\"8214c0257ea426b14f32f2ff\",\"a39e5bb4b5415a930e49212e\",\"7ee589ed3658147978bf1b40\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:283831\",\"name\":\"Duncan Carlsmith\"}],\"review_year_end\":\"2021\",\"review_year_start\":\"2017\"},\"sentiment\":\"negative\",\"summary\":\"Heavy workload with difficult lab reports and programming assignments in MATLAB. Students report that coding parts are difficult and time-consuming.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"He really cares about his students and is very passionate about his field. With that being said, he is a poor, slightly disorganized lecturer and isn't very good at directly answering questions. If you can ask the right questions, you'll get a good answer. Don't worry about raw score on his tests, he's going to curve the crap out of it. Decent prof\",\"course_id\":\"PHYSICS 247\",\"date\":\"2014-04-16 14:30:02 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"a9b9ffff5003257625e472bc\",\"instructor_id\":\"rmp:517501\",\"instructor_name\":\"Michael Winokur\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTIzMDQ4MzQy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/517501\"},{\"comment\":\"Duncan is possibly the worst professor at UW-Madison. You will learn nothing unless you read the textbook. Lectures are useless but mandatory. Tests are unfair and have nothing to do with any learning you're doing. 80% of class and all labs are coding MATLAB, which he teaches literally none of yet expects you to know everything. DO NOT TAKE!!!!!!!!\",\"course_id\":\"PHYSICS 247\",\"date\":\"2021-10-16 18:55:48 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"7ee589ed3658147978bf1b40\",\"instructor_id\":\"rmp:283831\",\"instructor_name\":\"Duncan Carlsmith\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM1MTI5NjAw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/283831\"},{\"comment\":\"Nice guy but hard to follow. Had trouble teaching lectures in a way that was understandable. Often had to backtrack and overall a bit monotone. Seemed to be very knowledgeable about physics but not a good match for an intro course.\\n\\nDid his best to help with the grade/relieve pressure. Minimal homework, completion labs and generous curve.\",\"course_id\":\"PHYSICS 247\",\"date\":\"2022-12-03 07:18:04 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"d1009f1de9b5289aef1c9d28\",\"instructor_id\":\"rmp:2542515\",\"instructor_name\":\"Matthew Herndon\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM2OTU1MDQz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2542515\"}],\"evidence_count\":3,\"review_ids\":[\"a9b9ffff5003257625e472bc\",\"7ee589ed3658147978bf1b40\",\"d1009f1de9b5289aef1c9d28\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2542515\",\"name\":\"Matthew Herndon\"},{\"id\":\"rmp:283831\",\"name\":\"Duncan Carlsmith\"},{\"id\":\"rmp:517501\",\"name\":\"Michael Winokur\"}],\"review_year_end\":\"2022\",\"review_year_start\":\"2014\"},\"sentiment\":\"mixed\",\"summary\":\"Tests are often curved, which helps grades, but some students find them unfair or disconnected from lectures. Lab reports are a significant component of the grade.\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_1666a5a286d44301d42ee8d0","course_id":"PHYSICS 247","catalog_version_id":"2ef257feed09bd8782bfa4ff30476af2ecfad80c480bc3a9dbb43a16eebe2038","record_version_id":"f85d57f1b0a1ba663770e702f6340080adbdc6538e6b083cf95eed8a77f9e1b5","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"3a8bdfd4155ffd35cabf93daeb7ec210097e1cf81117ccb4ab337227e9916d8b","section":"student_summary","status":"invalid","value_json":"{\"context_hash\":\"ea540313ed2e7793bed9743d2544ed60bc741b59ecfbd3dcca52747a5adc0d4a\",\"course_id\":\"PHYSICS 247\",\"current_instructors\":[{\"instructor_uid\":\"instructor_188c2ffd4f152ae2a5dc860d\",\"message\":\"No course-specific reviews available\",\"name\":\"Jan Egedal\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[]},{\"instructor_uid\":\"instructor_3ecd5046400cf448822b8960\",\"message\":\"No course-specific reviews available\",\"name\":\"Tony Qian\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[]}],\"difficulty_workload\":[],\"errors\":[{\"error\":\"ModelAPIError: Connection error.\",\"instructor_uid\":null,\"mode\":\"history\"},{\"error\":\"ModelAPIError: Connection error.\",\"instructor_uid\":null,\"mode\":\"overview\"}],\"historical_context\":[],\"message\":null,\"offered\":true,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"course_id\":\"PHYSICS 247\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"2b521fb0-693d-3b25-8b2e-6eb01087c7e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 247\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"2b521fb0-693d-3b25-8b2e-6eb01087c7e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 247\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"2b521fb0-693d-3b25-8b2e-6eb01087c7e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.79 GPA, 93.3% A/AB (n=45 letter grades); Fall 2025: 3.21 GPA, 57.4% A/AB (n=68 letter grades); Spring 2026: 3.21 GPA, 62.1% A/AB (n=29 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"PHYSICS 247\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2b521fb0-693d-3b25-8b2e-6eb01087c7e5\",\"source_record\":{\"entity_id\":\"2b521fb0-693d-3b25-8b2e-6eb01087c7e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"}],\"text\":\"DENIZ YAVUZ is recorded teaching in Fall 2017. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"PHYSICS 247\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2b521fb0-693d-3b25-8b2e-6eb01087c7e5\",\"source_record\":{\"entity_id\":\"2b521fb0-693d-3b25-8b2e-6eb01087c7e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 247\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2b521fb0-693d-3b25-8b2e-6eb01087c7e5\",\"source_record\":{\"entity_id\":\"2b521fb0-693d-3b25-8b2e-6eb01087c7e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1132\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 247\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2b521fb0-693d-3b25-8b2e-6eb01087c7e5\",\"source_record\":{\"entity_id\":\"2b521fb0-693d-3b25-8b2e-6eb01087c7e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 247\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2b521fb0-693d-3b25-8b2e-6eb01087c7e5\",\"source_record\":{\"entity_id\":\"2b521fb0-693d-3b25-8b2e-6eb01087c7e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 247\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2b521fb0-693d-3b25-8b2e-6eb01087c7e5\",\"source_record\":{\"entity_id\":\"2b521fb0-693d-3b25-8b2e-6eb01087c7e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 247\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2b521fb0-693d-3b25-8b2e-6eb01087c7e5\",\"source_record\":{\"entity_id\":\"2b521fb0-693d-3b25-8b2e-6eb01087c7e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 247\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2b521fb0-693d-3b25-8b2e-6eb01087c7e5\",\"source_record\":{\"entity_id\":\"2b521fb0-693d-3b25-8b2e-6eb01087c7e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 247\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"2b521fb0-693d-3b25-8b2e-6eb01087c7e5\",\"source_record\":{\"entity_id\":\"2b521fb0-693d-3b25-8b2e-6eb01087c7e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 247\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2b521fb0-693d-3b25-8b2e-6eb01087c7e5\",\"source_record\":{\"entity_id\":\"2b521fb0-693d-3b25-8b2e-6eb01087c7e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"}],\"text\":\"DUNCAN CARLSMITH is recorded teaching in Fall 2010, Fall 2012, Fall 2016, Fall 2017, Fall 2018, Fall 2019, Fall 2020, Fall 2021. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"PHYSICS 247\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":10,\"source_course_id\":\"2b521fb0-693d-3b25-8b2e-6eb01087c7e5\",\"source_record\":{\"entity_id\":\"2b521fb0-693d-3b25-8b2e-6eb01087c7e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"}],\"text\":\"KAM ARNOLD is recorded teaching in Fall 2015. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"PHYSICS 247\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2b521fb0-693d-3b25-8b2e-6eb01087c7e5\",\"source_record\":{\"entity_id\":\"2b521fb0-693d-3b25-8b2e-6eb01087c7e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 247\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2b521fb0-693d-3b25-8b2e-6eb01087c7e5\",\"source_record\":{\"entity_id\":\"2b521fb0-693d-3b25-8b2e-6eb01087c7e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"}],\"text\":\"MATTHEW F HERNDON is recorded teaching in Fall 2022, Fall 2023. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"PHYSICS 247\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2b521fb0-693d-3b25-8b2e-6eb01087c7e5\",\"source_record\":{\"entity_id\":\"2b521fb0-693d-3b25-8b2e-6eb01087c7e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1132\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 247\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2b521fb0-693d-3b25-8b2e-6eb01087c7e5\",\"source_record\":{\"entity_id\":\"2b521fb0-693d-3b25-8b2e-6eb01087c7e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1142\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 247\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2b521fb0-693d-3b25-8b2e-6eb01087c7e5\",\"source_record\":{\"entity_id\":\"2b521fb0-693d-3b25-8b2e-6eb01087c7e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"}],\"text\":\"MICHAEL WINOKUR is recorded teaching in Fall 2012, Fall 2013, Fall 2014. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"PHYSICS 247\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2b521fb0-693d-3b25-8b2e-6eb01087c7e5\",\"source_record\":{\"entity_id\":\"2b521fb0-693d-3b25-8b2e-6eb01087c7e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"}],\"text\":\"PETER TIMBIE is recorded teaching in Fall 2014. Recorded history may be incomplete and does not establish a future schedule.\"}],\"term_id\":\"1272\",\"term_name\":\"2026 Fall\",\"version\":2}","candidate_json":null,"error":"[{\"mode\": \"history\", \"instructor_uid\": null, \"error\": \"ModelAPIError: Connection error.\"}, {\"mode\": \"overview\", \"instructor_uid\": null, \"error\": \"ModelAPIError: Connection error.\"}]","model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_1666a5a286d44301d42ee8d0","course_id":"PHYSICS 247","catalog_version_id":"2ef257feed09bd8782bfa4ff30476af2ecfad80c480bc3a9dbb43a16eebe2038","record_version_id":"f85d57f1b0a1ba663770e702f6340080adbdc6538e6b083cf95eed8a77f9e1b5","job_id":"enrich-ecd149b6a6e0877fce2f3d1c","output_id":"1f6e82f3fcf530293f59d57c0ca1f314a0653871c410db6fde27b57d7bd8fd65","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":null,\"course\":{\"course_number\":222,\"minimum_grade\":null,\"subjects\":[\"MATH\"],\"timing\":\"prior_or_concurrent\"},\"evidence\":\"MATH 222or concurrent enrollment\",\"id\":\"n0\",\"kind\":\"course\"}],\"notes\":[],\"root\":\"n0\",\"status\":\"parsed\"}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_1666a5a286d44301d42ee8d0","course_id":"PHYSICS 247","catalog_version_id":"2ef257feed09bd8782bfa4ff30476af2ecfad80c480bc3a9dbb43a16eebe2038","record_version_id":"f85d57f1b0a1ba663770e702f6340080adbdc6538e6b083cf95eed8a77f9e1b5","job_id":"enrich-ecd149b6a6e0877fce2f3d1c","output_id":"1f6e82f3fcf530293f59d57c0ca1f314a0653871c410db6fde27b57d7bd8fd65","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"PHYSICS 247\",\"field\":\"description\",\"quote\":\"Calculus-based introduction to physics\"}],\"text\":\"Calculus background\"},{\"evidence\":[{\"course_id\":\"PHYSICS 247\",\"field\":\"requirements_text\",\"quote\":\"MATH 222or concurrent enrollment\"}],\"text\":\"MATH 222 (Calculus and Analytic Geometry 2)\"}],\"search_phrases\":[\"calculus-based physics\",\"modern physics introduction\",\"physics mechanics waves thermodynamics\",\"physics computation\",\"rigorous physics sequence\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"PHYSICS 247\",\"field\":\"description\",\"quote\":\"with computation\"}],\"text\":\"Computational methods in physics\"}],\"summary\":{\"evidence\":[{\"course_id\":\"PHYSICS 247\",\"field\":\"description\",\"quote\":\"Calculus-based introduction to physics intended for Physics, AMEP, and Astronomy-Physics majors. Mechanics, waves, thermodynamics and statistical mechanics, topics in modern physics; with computation.\"}],\"text\":\"A calculus-based, rigorous introduction to physics covering mechanics, waves, thermodynamics, statistical mechanics, and modern physics with computation.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"PHYSICS 247\",\"field\":\"description\",\"quote\":\"Mechanics, waves, thermodynamics and statistical mechanics, topics in modern physics\"}],\"text\":\"Mechanics, waves, thermodynamics, statistical mechanics, and modern physics\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_1666a5a286d44301d42ee8d0","course_id":"PHYSICS 247","catalog_version_id":"2ef257feed09bd8782bfa4ff30476af2ecfad80c480bc3a9dbb43a16eebe2038","record_version_id":"f85d57f1b0a1ba663770e702f6340080adbdc6538e6b083cf95eed8a77f9e1b5","job_id":"enrich-ecd149b6a6e0877fce2f3d1c","output_id":"1f6e82f3fcf530293f59d57c0ca1f314a0653871c410db6fde27b57d7bd8fd65","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"He really cares about his students and is very passionate about his field. With that being said, he is a poor, slightly disorganized lecturer and isn't very good at directly answering questions. If you can ask the right questions, you'll get a good answer. Don't worry about raw score on his tests, he's going to curve the crap out of it. Decent prof\",\"course_id\":\"PHYSICS 247\",\"date\":\"2014-04-16 14:30:02 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"a9b9ffff5003257625e472bc\",\"instructor_id\":\"rmp:517501\",\"instructor_name\":\"Michael Winokur\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTIzMDQ4MzQy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/517501\"},{\"comment\":\"Lectures are not the clearest but he is very helpful when asked for it, read before coming to lecture\",\"course_id\":\"PHYSICS 247\",\"date\":\"2014-12-09 14:45:26 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"0a019aafa96f67e70778ea4b\",\"instructor_id\":\"rmp:700328\",\"instructor_name\":\"Peter Timbie\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI0MDAxODAw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/700328\"},{\"comment\":\"The lectures were extremely easy. We were talking about vectors for a week. Then suddenly, first test and nothing made sense at all. If it weren't for the hard discussions, everyone would have failed. Just make sure to follow along in the book, you have to read everything. It's ESSENTIAL.\",\"course_id\":\"PHYSICS 247\",\"date\":\"2016-01-17 22:11:20 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"dd4694998e25b39a54b50d3d\",\"instructor_id\":\"rmp:2102779\",\"instructor_name\":\"Kam Arnold\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTI1OTU1MjQ4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2102779\"},{\"comment\":\"Lectures usually dont follow the chapter readings for each week very well but are sometimes related, compared to the Matlab assignments which always feel so random and unconnected  making progress especially difficult for someone new to the programming platform.\",\"course_id\":\"PHYSICS 247\",\"date\":\"2021-10-13 22:49:22 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"a39e5bb4b5415a930e49212e\",\"instructor_id\":\"rmp:283831\",\"instructor_name\":\"Duncan Carlsmith\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM1MTIzMTQ4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/283831\"},{\"comment\":\"Duncan is possibly the worst professor at UW-Madison. You will learn nothing unless you read the textbook. Lectures are useless but mandatory. Tests are unfair and have nothing to do with any learning you're doing. 80% of class and all labs are coding MATLAB, which he teaches literally none of yet expects you to know everything. DO NOT TAKE!!!!!!!!\",\"course_id\":\"PHYSICS 247\",\"date\":\"2021-10-16 18:55:48 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"7ee589ed3658147978bf1b40\",\"instructor_id\":\"rmp:283831\",\"instructor_name\":\"Duncan Carlsmith\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM1MTI5NjAw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/283831\"},{\"comment\":\"Nice guy but hard to follow. Had trouble teaching lectures in a way that was understandable. Often had to backtrack and overall a bit monotone. Seemed to be very knowledgeable about physics but not a good match for an intro course.\\n\\nDid his best to help with the grade/relieve pressure. Minimal homework, completion labs and generous curve.\",\"course_id\":\"PHYSICS 247\",\"date\":\"2022-12-03 07:18:04 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"d1009f1de9b5289aef1c9d28\",\"instructor_id\":\"rmp:2542515\",\"instructor_name\":\"Matthew Herndon\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM2OTU1MDQz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2542515\"},{\"comment\":\"He does an okay job of explaining concepts on the board, and provides examples instead of just plowing through the equations. However, when writing on the board he will sometimes mix up his variables or negative signs, which can make it more confusing to understand how the math actually works.\",\"course_id\":\"PHYSICS 247\",\"date\":\"2023-01-17 02:17:43 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"0cb7bfadb67d3c50f9847a56\",\"instructor_id\":\"rmp:2542515\",\"instructor_name\":\"Matthew Herndon\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM3MzQxNjA5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2542515\"},{\"comment\":\"I couldn't have had a worse introduction to the physics department at Madison. Once per class, he would mess up a formula by either switching variables or flipping addition and subtraction signs. He spent most classes deriving formulas and he always answered in-class questions in a way that a student at our levels just couldn't understand.\",\"course_id\":\"PHYSICS 247\",\"date\":\"2024-11-03 23:57:27 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"cc37193918d89c9e28cd2eb5\",\"instructor_id\":\"rmp:2542515\",\"instructor_name\":\"Matthew Herndon\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM5ODg3Mjk3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2542515\"}],\"evidence_count\":8,\"review_ids\":[\"a9b9ffff5003257625e472bc\",\"0a019aafa96f67e70778ea4b\",\"dd4694998e25b39a54b50d3d\",\"a39e5bb4b5415a930e49212e\",\"7ee589ed3658147978bf1b40\",\"d1009f1de9b5289aef1c9d28\",\"0cb7bfadb67d3c50f9847a56\",\"cc37193918d89c9e28cd2eb5\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2102779\",\"name\":\"Kam Arnold\"},{\"id\":\"rmp:2542515\",\"name\":\"Matthew Herndon\"},{\"id\":\"rmp:283831\",\"name\":\"Duncan Carlsmith\"},{\"id\":\"rmp:517501\",\"name\":\"Michael Winokur\"},{\"id\":\"rmp:700328\",\"name\":\"Peter Timbie\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2014\"},\"sentiment\":\"mixed\",\"summary\":\"Instructor clarity varies significantly; some are passionate but disorganized or hard to follow, while others are clear and helpful. Frequent complaints about lectures not matching readings or containing errors.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"He cares a lot about physics but tends to go off on tangents. There was a lot of homework and the lab reports take an extremely long time to write. Some of the programming parts of labs were difficult.\",\"course_id\":\"PHYSICS 247\",\"date\":\"2017-12-07 21:51:47 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"8214c0257ea426b14f32f2ff\",\"instructor_id\":\"rmp:283831\",\"instructor_name\":\"Duncan Carlsmith\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI5MDg5OTMz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/283831\"},{\"comment\":\"Lectures usually dont follow the chapter readings for each week very well but are sometimes related, compared to the Matlab assignments which always feel so random and unconnected  making progress especially difficult for someone new to the programming platform.\",\"course_id\":\"PHYSICS 247\",\"date\":\"2021-10-13 22:49:22 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"a39e5bb4b5415a930e49212e\",\"instructor_id\":\"rmp:283831\",\"instructor_name\":\"Duncan Carlsmith\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM1MTIzMTQ4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/283831\"},{\"comment\":\"Duncan is possibly the worst professor at UW-Madison. You will learn nothing unless you read the textbook. Lectures are useless but mandatory. Tests are unfair and have nothing to do with any learning you're doing. 80% of class and all labs are coding MATLAB, which he teaches literally none of yet expects you to know everything. DO NOT TAKE!!!!!!!!\",\"course_id\":\"PHYSICS 247\",\"date\":\"2021-10-16 18:55:48 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"7ee589ed3658147978bf1b40\",\"instructor_id\":\"rmp:283831\",\"instructor_name\":\"Duncan Carlsmith\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM1MTI5NjAw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/283831\"}],\"evidence_count\":3,\"review_ids\":[\"8214c0257ea426b14f32f2ff\",\"a39e5bb4b5415a930e49212e\",\"7ee589ed3658147978bf1b40\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:283831\",\"name\":\"Duncan Carlsmith\"}],\"review_year_end\":\"2021\",\"review_year_start\":\"2017\"},\"sentiment\":\"negative\",\"summary\":\"Heavy workload with difficult lab reports and programming assignments in MATLAB. Students report that coding parts are difficult and time-consuming.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"He really cares about his students and is very passionate about his field. With that being said, he is a poor, slightly disorganized lecturer and isn't very good at directly answering questions. If you can ask the right questions, you'll get a good answer. Don't worry about raw score on his tests, he's going to curve the crap out of it. Decent prof\",\"course_id\":\"PHYSICS 247\",\"date\":\"2014-04-16 14:30:02 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"a9b9ffff5003257625e472bc\",\"instructor_id\":\"rmp:517501\",\"instructor_name\":\"Michael Winokur\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTIzMDQ4MzQy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/517501\"},{\"comment\":\"Duncan is possibly the worst professor at UW-Madison. You will learn nothing unless you read the textbook. Lectures are useless but mandatory. Tests are unfair and have nothing to do with any learning you're doing. 80% of class and all labs are coding MATLAB, which he teaches literally none of yet expects you to know everything. DO NOT TAKE!!!!!!!!\",\"course_id\":\"PHYSICS 247\",\"date\":\"2021-10-16 18:55:48 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"7ee589ed3658147978bf1b40\",\"instructor_id\":\"rmp:283831\",\"instructor_name\":\"Duncan Carlsmith\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM1MTI5NjAw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/283831\"},{\"comment\":\"Nice guy but hard to follow. Had trouble teaching lectures in a way that was understandable. Often had to backtrack and overall a bit monotone. Seemed to be very knowledgeable about physics but not a good match for an intro course.\\n\\nDid his best to help with the grade/relieve pressure. Minimal homework, completion labs and generous curve.\",\"course_id\":\"PHYSICS 247\",\"date\":\"2022-12-03 07:18:04 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"d1009f1de9b5289aef1c9d28\",\"instructor_id\":\"rmp:2542515\",\"instructor_name\":\"Matthew Herndon\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM2OTU1MDQz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2542515\"}],\"evidence_count\":3,\"review_ids\":[\"a9b9ffff5003257625e472bc\",\"7ee589ed3658147978bf1b40\",\"d1009f1de9b5289aef1c9d28\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2542515\",\"name\":\"Matthew Herndon\"},{\"id\":\"rmp:283831\",\"name\":\"Duncan Carlsmith\"},{\"id\":\"rmp:517501\",\"name\":\"Michael Winokur\"}],\"review_year_end\":\"2022\",\"review_year_start\":\"2014\"},\"sentiment\":\"mixed\",\"summary\":\"Tests are often curved, which helps grades, but some students find them unfair or disconnected from lectures. Lab reports are a significant component of the grade.\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_1666a5a286d44301d42ee8d0","course_id":"PHYSICS 247","catalog_version_id":"2ef257feed09bd8782bfa4ff30476af2ecfad80c480bc3a9dbb43a16eebe2038","record_version_id":"f85d57f1b0a1ba663770e702f6340080adbdc6538e6b083cf95eed8a77f9e1b5","job_id":"enrich-ecd149b6a6e0877fce2f3d1c","output_id":"1f6e82f3fcf530293f59d57c0ca1f314a0653871c410db6fde27b57d7bd8fd65","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"ea540313ed2e7793bed9743d2544ed60bc741b59ecfbd3dcca52747a5adc0d4a\",\"course_id\":\"PHYSICS 247\",\"current_instructors\":[{\"instructor_uid\":\"instructor_188c2ffd4f152ae2a5dc860d\",\"message\":\"No course-specific reviews available\",\"name\":\"Jan Egedal\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[]},{\"instructor_uid\":\"instructor_3ecd5046400cf448822b8960\",\"message\":\"No course-specific reviews available\",\"name\":\"Tony Qian\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Kam Arnold\",\"review_date\":\"2016-01-17 22:11:20 +0000 UTC\",\"review_id\":\"dd4694998e25b39a54b50d3d\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2102779\",\"source_review_id\":\"UmF0aW5nLTI1OTU1MjQ4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2102779\",\"type\":\"review\"},{\"instructor_name\":\"Duncan Carlsmith\",\"review_date\":\"2017-12-07 21:51:47 +0000 UTC\",\"review_id\":\"8214c0257ea426b14f32f2ff\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:283831\",\"source_review_id\":\"UmF0aW5nLTI5MDg5OTMz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/283831\",\"type\":\"review\"},{\"instructor_name\":\"Duncan Carlsmith\",\"review_date\":\"2021-10-13 22:49:22 +0000 UTC\",\"review_id\":\"a39e5bb4b5415a930e49212e\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:283831\",\"source_review_id\":\"UmF0aW5nLTM1MTIzMTQ4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/283831\",\"type\":\"review\"},{\"instructor_name\":\"Duncan Carlsmith\",\"review_date\":\"2021-10-16 18:55:48 +0000 UTC\",\"review_id\":\"7ee589ed3658147978bf1b40\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:283831\",\"source_review_id\":\"UmF0aW5nLTM1MTI5NjAw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/283831\",\"type\":\"review\"}],\"text\":\"Historical reviews of Duncan Carlsmith, Kam Arnold: The workload involves substantial homework and difficult lab reports, particularly those requiring MATLAB programming. Reviewers note that coding components are extensive and often feel disconnected from lecture content, requiring significant time to complete.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Duncan Carlsmith\",\"review_date\":\"2017-12-07 21:51:47 +0000 UTC\",\"review_id\":\"8214c0257ea426b14f32f2ff\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:283831\",\"source_review_id\":\"UmF0aW5nLTI5MDg5OTMz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/283831\",\"type\":\"review\"},{\"instructor_name\":\"Duncan Carlsmith\",\"review_date\":\"2021-10-13 22:49:22 +0000 UTC\",\"review_id\":\"a39e5bb4b5415a930e49212e\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:283831\",\"source_review_id\":\"UmF0aW5nLTM1MTIzMTQ4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/283831\",\"type\":\"review\"},{\"instructor_name\":\"Duncan Carlsmith\",\"review_date\":\"2021-10-16 18:55:48 +0000 UTC\",\"review_id\":\"7ee589ed3658147978bf1b40\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:283831\",\"source_review_id\":\"UmF0aW5nLTM1MTI5NjAw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/283831\",\"type\":\"review\"}],\"text\":\"Historical reviews for Duncan Carlsmith describe a course heavy in MATLAB programming and lab reports. Reviewers report that lectures often do not follow readings well and are considered useless, while coding assignments feel random. Reviewers reported the coding components were difficult and the instruction insufficient, leading to unfair tests and high difficulty.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Michael Winokur\",\"review_date\":\"2014-04-16 14:30:02 +0000 UTC\",\"review_id\":\"a9b9ffff5003257625e472bc\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:517501\",\"source_review_id\":\"UmF0aW5nLTIzMDQ4MzQy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/517501\",\"type\":\"review\"},{\"instructor_name\":\"Peter Timbie\",\"review_date\":\"2014-12-09 14:45:26 +0000 UTC\",\"review_id\":\"0a019aafa96f67e70778ea4b\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:700328\",\"source_review_id\":\"UmF0aW5nLTI0MDAxODAw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/700328\",\"type\":\"review\"},{\"instructor_name\":\"Kam Arnold\",\"review_date\":\"2016-01-17 22:11:20 +0000 UTC\",\"review_id\":\"dd4694998e25b39a54b50d3d\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2102779\",\"source_review_id\":\"UmF0aW5nLTI1OTU1MjQ4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2102779\",\"type\":\"review\"},{\"instructor_name\":\"Deniz Yavuz\",\"review_date\":\"2017-11-14 21:40:01 +0000 UTC\",\"review_id\":\"5fdbd20cf26218bbf29c8364\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1533761\",\"source_review_id\":\"UmF0aW5nLTI4ODk4OTc3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1533761\",\"type\":\"review\"},{\"instructor_name\":\"Duncan Carlsmith\",\"review_date\":\"2017-12-07 21:51:47 +0000 UTC\",\"review_id\":\"8214c0257ea426b14f32f2ff\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:283831\",\"source_review_id\":\"UmF0aW5nLTI5MDg5OTMz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/283831\",\"type\":\"review\"},{\"instructor_name\":\"Deniz Yavuz\",\"review_date\":\"2017-12-07 21:56:29 +0000 UTC\",\"review_id\":\"39b92e597bb2c1b65d33786c\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1533761\",\"source_review_id\":\"UmF0aW5nLTI5MDkwMDEx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1533761\",\"type\":\"review\"},{\"instructor_name\":\"Duncan Carlsmith\",\"review_date\":\"2021-10-13 22:49:22 +0000 UTC\",\"review_id\":\"a39e5bb4b5415a930e49212e\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:283831\",\"source_review_id\":\"UmF0aW5nLTM1MTIzMTQ4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/283831\",\"type\":\"review\"},{\"instructor_name\":\"Duncan Carlsmith\",\"review_date\":\"2021-10-16 18:55:48 +0000 UTC\",\"review_id\":\"7ee589ed3658147978bf1b40\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:283831\",\"source_review_id\":\"UmF0aW5nLTM1MTI5NjAw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/283831\",\"type\":\"review\"},{\"instructor_name\":\"Matthew Herndon\",\"review_date\":\"2022-12-03 07:18:04 +0000 UTC\",\"review_id\":\"d1009f1de9b5289aef1c9d28\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2542515\",\"source_review_id\":\"UmF0aW5nLTM2OTU1MDQz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2542515\",\"type\":\"review\"},{\"instructor_name\":\"Matthew Herndon\",\"review_date\":\"2023-01-17 02:17:43 +0000 UTC\",\"review_id\":\"0cb7bfadb67d3c50f9847a56\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2542515\",\"source_review_id\":\"UmF0aW5nLTM3MzQxNjA5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2542515\",\"type\":\"review\"}],\"text\":\"Historical reviews describe a challenging course with variable lecture clarity and significant reliance on self-study and textbook reading. Students report that lectures often fail to align with assignments, making independent preparation essential for success.\"},{\"citations\":[{\"course_id\":\"PHYSICS 247\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"2b521fb0-693d-3b25-8b2e-6eb01087c7e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 247\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"2b521fb0-693d-3b25-8b2e-6eb01087c7e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 247\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"2b521fb0-693d-3b25-8b2e-6eb01087c7e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.79 GPA, 93.3% A/AB (n=45 letter grades); Fall 2025: 3.21 GPA, 57.4% A/AB (n=68 letter grades); Spring 2026: 3.21 GPA, 62.1% A/AB (n=29 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Michael Winokur\",\"review_date\":\"2014-04-16 14:30:02 +0000 UTC\",\"review_id\":\"a9b9ffff5003257625e472bc\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:517501\",\"source_review_id\":\"UmF0aW5nLTIzMDQ4MzQy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/517501\",\"type\":\"review\"},{\"instructor_name\":\"Peter Timbie\",\"review_date\":\"2014-12-09 14:45:26 +0000 UTC\",\"review_id\":\"0a019aafa96f67e70778ea4b\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:700328\",\"source_review_id\":\"UmF0aW5nLTI0MDAxODAw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/700328\",\"type\":\"review\"},{\"instructor_name\":\"Matthew Herndon\",\"review_date\":\"2022-12-03 07:18:04 +0000 UTC\",\"review_id\":\"d1009f1de9b5289aef1c9d28\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2542515\",\"source_review_id\":\"UmF0aW5nLTM2OTU1MDQz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2542515\",\"type\":\"review\"},{\"instructor_name\":\"Matthew Herndon\",\"review_date\":\"2024-11-03 23:57:27 +0000 UTC\",\"review_id\":\"cc37193918d89c9e28cd2eb5\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2542515\",\"source_review_id\":\"UmF0aW5nLTM5ODg3Mjk3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2542515\",\"type\":\"review\"}],\"text\":\"Students found historical instructors like Winokur and Herndon difficult to follow, with lectures described as disorganized or containing mathematical errors. While some instructors were helpful when asked, others provided explanations that confused students rather than clarifying concepts.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"PHYSICS 247\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2b521fb0-693d-3b25-8b2e-6eb01087c7e5\",\"source_record\":{\"entity_id\":\"2b521fb0-693d-3b25-8b2e-6eb01087c7e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"}],\"text\":\"DENIZ YAVUZ is recorded teaching in Fall 2017. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"PHYSICS 247\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2b521fb0-693d-3b25-8b2e-6eb01087c7e5\",\"source_record\":{\"entity_id\":\"2b521fb0-693d-3b25-8b2e-6eb01087c7e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 247\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2b521fb0-693d-3b25-8b2e-6eb01087c7e5\",\"source_record\":{\"entity_id\":\"2b521fb0-693d-3b25-8b2e-6eb01087c7e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1132\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 247\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2b521fb0-693d-3b25-8b2e-6eb01087c7e5\",\"source_record\":{\"entity_id\":\"2b521fb0-693d-3b25-8b2e-6eb01087c7e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 247\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2b521fb0-693d-3b25-8b2e-6eb01087c7e5\",\"source_record\":{\"entity_id\":\"2b521fb0-693d-3b25-8b2e-6eb01087c7e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 247\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2b521fb0-693d-3b25-8b2e-6eb01087c7e5\",\"source_record\":{\"entity_id\":\"2b521fb0-693d-3b25-8b2e-6eb01087c7e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 247\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2b521fb0-693d-3b25-8b2e-6eb01087c7e5\",\"source_record\":{\"entity_id\":\"2b521fb0-693d-3b25-8b2e-6eb01087c7e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 247\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2b521fb0-693d-3b25-8b2e-6eb01087c7e5\",\"source_record\":{\"entity_id\":\"2b521fb0-693d-3b25-8b2e-6eb01087c7e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 247\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"2b521fb0-693d-3b25-8b2e-6eb01087c7e5\",\"source_record\":{\"entity_id\":\"2b521fb0-693d-3b25-8b2e-6eb01087c7e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 247\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2b521fb0-693d-3b25-8b2e-6eb01087c7e5\",\"source_record\":{\"entity_id\":\"2b521fb0-693d-3b25-8b2e-6eb01087c7e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"}],\"text\":\"DUNCAN CARLSMITH is recorded teaching in Fall 2010, Fall 2012, Fall 2016, Fall 2017, Fall 2018, Fall 2019, Fall 2020, Fall 2021. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"PHYSICS 247\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":10,\"source_course_id\":\"2b521fb0-693d-3b25-8b2e-6eb01087c7e5\",\"source_record\":{\"entity_id\":\"2b521fb0-693d-3b25-8b2e-6eb01087c7e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"}],\"text\":\"KAM ARNOLD is recorded teaching in Fall 2015. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"PHYSICS 247\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2b521fb0-693d-3b25-8b2e-6eb01087c7e5\",\"source_record\":{\"entity_id\":\"2b521fb0-693d-3b25-8b2e-6eb01087c7e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 247\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2b521fb0-693d-3b25-8b2e-6eb01087c7e5\",\"source_record\":{\"entity_id\":\"2b521fb0-693d-3b25-8b2e-6eb01087c7e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"}],\"text\":\"MATTHEW F HERNDON is recorded teaching in Fall 2022, Fall 2023. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"PHYSICS 247\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2b521fb0-693d-3b25-8b2e-6eb01087c7e5\",\"source_record\":{\"entity_id\":\"2b521fb0-693d-3b25-8b2e-6eb01087c7e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1132\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 247\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2b521fb0-693d-3b25-8b2e-6eb01087c7e5\",\"source_record\":{\"entity_id\":\"2b521fb0-693d-3b25-8b2e-6eb01087c7e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1142\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 247\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2b521fb0-693d-3b25-8b2e-6eb01087c7e5\",\"source_record\":{\"entity_id\":\"2b521fb0-693d-3b25-8b2e-6eb01087c7e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"}],\"text\":\"MICHAEL WINOKUR is recorded teaching in Fall 2012, Fall 2013, Fall 2014. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"PHYSICS 247\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2b521fb0-693d-3b25-8b2e-6eb01087c7e5\",\"source_record\":{\"entity_id\":\"2b521fb0-693d-3b25-8b2e-6eb01087c7e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"}],\"text\":\"PETER TIMBIE is recorded teaching in Fall 2014. Recorded history may be incomplete and does not establish a future schedule.\"}],\"term_id\":\"1272\",\"term_name\":\"2026 Fall\",\"version\":2}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_1666a5a286d44301d42ee8d0","course_id":"PHYSICS 247","catalog_version_id":"2ef257feed09bd8782bfa4ff30476af2ecfad80c480bc3a9dbb43a16eebe2038","record_version_id":"f85d57f1b0a1ba663770e702f6340080adbdc6538e6b083cf95eed8a77f9e1b5","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"ac683f54d77792c6cb802b7f9ecf0827a81c6298f665a9267406dff630b3b7bf","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":null,\"course\":{\"course_number\":222,\"minimum_grade\":null,\"subjects\":[\"MATH\"],\"timing\":\"prior_or_concurrent\"},\"evidence\":\"MATH 222or concurrent enrollment\",\"id\":\"n0\",\"kind\":\"course\"}],\"notes\":[],\"root\":\"n0\",\"status\":\"parsed\"}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_1666a5a286d44301d42ee8d0","course_id":"PHYSICS 247","catalog_version_id":"2ef257feed09bd8782bfa4ff30476af2ecfad80c480bc3a9dbb43a16eebe2038","record_version_id":"f85d57f1b0a1ba663770e702f6340080adbdc6538e6b083cf95eed8a77f9e1b5","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"ac683f54d77792c6cb802b7f9ecf0827a81c6298f665a9267406dff630b3b7bf","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"PHYSICS 247\",\"field\":\"description\",\"quote\":\"Calculus-based introduction to physics\"}],\"text\":\"Calculus background\"},{\"evidence\":[{\"course_id\":\"PHYSICS 247\",\"field\":\"requirements_text\",\"quote\":\"MATH 222or concurrent enrollment\"}],\"text\":\"MATH 222 (Calculus and Analytic Geometry 2)\"}],\"search_phrases\":[\"calculus-based physics\",\"modern physics introduction\",\"physics mechanics waves thermodynamics\",\"physics computation\",\"rigorous physics sequence\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"PHYSICS 247\",\"field\":\"description\",\"quote\":\"with computation\"}],\"text\":\"Computational methods in physics\"}],\"summary\":{\"evidence\":[{\"course_id\":\"PHYSICS 247\",\"field\":\"description\",\"quote\":\"Calculus-based introduction to physics intended for Physics, AMEP, and Astronomy-Physics majors. Mechanics, waves, thermodynamics and statistical mechanics, topics in modern physics; with computation.\"}],\"text\":\"A calculus-based, rigorous introduction to physics covering mechanics, waves, thermodynamics, statistical mechanics, and modern physics with computation.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"PHYSICS 247\",\"field\":\"description\",\"quote\":\"Mechanics, waves, thermodynamics and statistical mechanics, topics in modern physics\"}],\"text\":\"Mechanics, waves, thermodynamics, statistical mechanics, and modern physics\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_1666a5a286d44301d42ee8d0","course_id":"PHYSICS 247","catalog_version_id":"2ef257feed09bd8782bfa4ff30476af2ecfad80c480bc3a9dbb43a16eebe2038","record_version_id":"f85d57f1b0a1ba663770e702f6340080adbdc6538e6b083cf95eed8a77f9e1b5","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"ac683f54d77792c6cb802b7f9ecf0827a81c6298f665a9267406dff630b3b7bf","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"He really cares about his students and is very passionate about his field. With that being said, he is a poor, slightly disorganized lecturer and isn't very good at directly answering questions. If you can ask the right questions, you'll get a good answer. Don't worry about raw score on his tests, he's going to curve the crap out of it. Decent prof\",\"course_id\":\"PHYSICS 247\",\"date\":\"2014-04-16 14:30:02 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"a9b9ffff5003257625e472bc\",\"instructor_id\":\"rmp:517501\",\"instructor_name\":\"Michael Winokur\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTIzMDQ4MzQy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/517501\"},{\"comment\":\"Lectures are not the clearest but he is very helpful when asked for it, read before coming to lecture\",\"course_id\":\"PHYSICS 247\",\"date\":\"2014-12-09 14:45:26 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"0a019aafa96f67e70778ea4b\",\"instructor_id\":\"rmp:700328\",\"instructor_name\":\"Peter Timbie\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI0MDAxODAw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/700328\"},{\"comment\":\"The lectures were extremely easy. We were talking about vectors for a week. Then suddenly, first test and nothing made sense at all. If it weren't for the hard discussions, everyone would have failed. Just make sure to follow along in the book, you have to read everything. It's ESSENTIAL.\",\"course_id\":\"PHYSICS 247\",\"date\":\"2016-01-17 22:11:20 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"dd4694998e25b39a54b50d3d\",\"instructor_id\":\"rmp:2102779\",\"instructor_name\":\"Kam Arnold\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTI1OTU1MjQ4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2102779\"},{\"comment\":\"Lectures usually dont follow the chapter readings for each week very well but are sometimes related, compared to the Matlab assignments which always feel so random and unconnected  making progress especially difficult for someone new to the programming platform.\",\"course_id\":\"PHYSICS 247\",\"date\":\"2021-10-13 22:49:22 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"a39e5bb4b5415a930e49212e\",\"instructor_id\":\"rmp:283831\",\"instructor_name\":\"Duncan Carlsmith\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM1MTIzMTQ4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/283831\"},{\"comment\":\"Duncan is possibly the worst professor at UW-Madison. You will learn nothing unless you read the textbook. Lectures are useless but mandatory. Tests are unfair and have nothing to do with any learning you're doing. 80% of class and all labs are coding MATLAB, which he teaches literally none of yet expects you to know everything. DO NOT TAKE!!!!!!!!\",\"course_id\":\"PHYSICS 247\",\"date\":\"2021-10-16 18:55:48 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"7ee589ed3658147978bf1b40\",\"instructor_id\":\"rmp:283831\",\"instructor_name\":\"Duncan Carlsmith\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM1MTI5NjAw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/283831\"},{\"comment\":\"Nice guy but hard to follow. Had trouble teaching lectures in a way that was understandable. Often had to backtrack and overall a bit monotone. Seemed to be very knowledgeable about physics but not a good match for an intro course.\\n\\nDid his best to help with the grade/relieve pressure. Minimal homework, completion labs and generous curve.\",\"course_id\":\"PHYSICS 247\",\"date\":\"2022-12-03 07:18:04 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"d1009f1de9b5289aef1c9d28\",\"instructor_id\":\"rmp:2542515\",\"instructor_name\":\"Matthew Herndon\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM2OTU1MDQz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2542515\"},{\"comment\":\"He does an okay job of explaining concepts on the board, and provides examples instead of just plowing through the equations. However, when writing on the board he will sometimes mix up his variables or negative signs, which can make it more confusing to understand how the math actually works.\",\"course_id\":\"PHYSICS 247\",\"date\":\"2023-01-17 02:17:43 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"0cb7bfadb67d3c50f9847a56\",\"instructor_id\":\"rmp:2542515\",\"instructor_name\":\"Matthew Herndon\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM3MzQxNjA5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2542515\"},{\"comment\":\"I couldn't have had a worse introduction to the physics department at Madison. Once per class, he would mess up a formula by either switching variables or flipping addition and subtraction signs. He spent most classes deriving formulas and he always answered in-class questions in a way that a student at our levels just couldn't understand.\",\"course_id\":\"PHYSICS 247\",\"date\":\"2024-11-03 23:57:27 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"cc37193918d89c9e28cd2eb5\",\"instructor_id\":\"rmp:2542515\",\"instructor_name\":\"Matthew Herndon\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM5ODg3Mjk3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2542515\"}],\"evidence_count\":8,\"review_ids\":[\"a9b9ffff5003257625e472bc\",\"0a019aafa96f67e70778ea4b\",\"dd4694998e25b39a54b50d3d\",\"a39e5bb4b5415a930e49212e\",\"7ee589ed3658147978bf1b40\",\"d1009f1de9b5289aef1c9d28\",\"0cb7bfadb67d3c50f9847a56\",\"cc37193918d89c9e28cd2eb5\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2102779\",\"name\":\"Kam Arnold\"},{\"id\":\"rmp:2542515\",\"name\":\"Matthew Herndon\"},{\"id\":\"rmp:283831\",\"name\":\"Duncan Carlsmith\"},{\"id\":\"rmp:517501\",\"name\":\"Michael Winokur\"},{\"id\":\"rmp:700328\",\"name\":\"Peter Timbie\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2014\"},\"sentiment\":\"mixed\",\"summary\":\"Instructor clarity varies significantly; some are passionate but disorganized or hard to follow, while others are clear and helpful. Frequent complaints about lectures not matching readings or containing errors.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"He cares a lot about physics but tends to go off on tangents. There was a lot of homework and the lab reports take an extremely long time to write. Some of the programming parts of labs were difficult.\",\"course_id\":\"PHYSICS 247\",\"date\":\"2017-12-07 21:51:47 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"8214c0257ea426b14f32f2ff\",\"instructor_id\":\"rmp:283831\",\"instructor_name\":\"Duncan Carlsmith\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI5MDg5OTMz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/283831\"},{\"comment\":\"Lectures usually dont follow the chapter readings for each week very well but are sometimes related, compared to the Matlab assignments which always feel so random and unconnected  making progress especially difficult for someone new to the programming platform.\",\"course_id\":\"PHYSICS 247\",\"date\":\"2021-10-13 22:49:22 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"a39e5bb4b5415a930e49212e\",\"instructor_id\":\"rmp:283831\",\"instructor_name\":\"Duncan Carlsmith\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM1MTIzMTQ4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/283831\"},{\"comment\":\"Duncan is possibly the worst professor at UW-Madison. You will learn nothing unless you read the textbook. Lectures are useless but mandatory. Tests are unfair and have nothing to do with any learning you're doing. 80% of class and all labs are coding MATLAB, which he teaches literally none of yet expects you to know everything. DO NOT TAKE!!!!!!!!\",\"course_id\":\"PHYSICS 247\",\"date\":\"2021-10-16 18:55:48 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"7ee589ed3658147978bf1b40\",\"instructor_id\":\"rmp:283831\",\"instructor_name\":\"Duncan Carlsmith\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM1MTI5NjAw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/283831\"}],\"evidence_count\":3,\"review_ids\":[\"8214c0257ea426b14f32f2ff\",\"a39e5bb4b5415a930e49212e\",\"7ee589ed3658147978bf1b40\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:283831\",\"name\":\"Duncan Carlsmith\"}],\"review_year_end\":\"2021\",\"review_year_start\":\"2017\"},\"sentiment\":\"negative\",\"summary\":\"Heavy workload with difficult lab reports and programming assignments in MATLAB. Students report that coding parts are difficult and time-consuming.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"He really cares about his students and is very passionate about his field. With that being said, he is a poor, slightly disorganized lecturer and isn't very good at directly answering questions. If you can ask the right questions, you'll get a good answer. Don't worry about raw score on his tests, he's going to curve the crap out of it. Decent prof\",\"course_id\":\"PHYSICS 247\",\"date\":\"2014-04-16 14:30:02 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"a9b9ffff5003257625e472bc\",\"instructor_id\":\"rmp:517501\",\"instructor_name\":\"Michael Winokur\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTIzMDQ4MzQy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/517501\"},{\"comment\":\"Duncan is possibly the worst professor at UW-Madison. You will learn nothing unless you read the textbook. Lectures are useless but mandatory. Tests are unfair and have nothing to do with any learning you're doing. 80% of class and all labs are coding MATLAB, which he teaches literally none of yet expects you to know everything. DO NOT TAKE!!!!!!!!\",\"course_id\":\"PHYSICS 247\",\"date\":\"2021-10-16 18:55:48 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"7ee589ed3658147978bf1b40\",\"instructor_id\":\"rmp:283831\",\"instructor_name\":\"Duncan Carlsmith\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM1MTI5NjAw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/283831\"},{\"comment\":\"Nice guy but hard to follow. Had trouble teaching lectures in a way that was understandable. Often had to backtrack and overall a bit monotone. Seemed to be very knowledgeable about physics but not a good match for an intro course.\\n\\nDid his best to help with the grade/relieve pressure. Minimal homework, completion labs and generous curve.\",\"course_id\":\"PHYSICS 247\",\"date\":\"2022-12-03 07:18:04 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"d1009f1de9b5289aef1c9d28\",\"instructor_id\":\"rmp:2542515\",\"instructor_name\":\"Matthew Herndon\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM2OTU1MDQz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2542515\"}],\"evidence_count\":3,\"review_ids\":[\"a9b9ffff5003257625e472bc\",\"7ee589ed3658147978bf1b40\",\"d1009f1de9b5289aef1c9d28\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2542515\",\"name\":\"Matthew Herndon\"},{\"id\":\"rmp:283831\",\"name\":\"Duncan Carlsmith\"},{\"id\":\"rmp:517501\",\"name\":\"Michael Winokur\"}],\"review_year_end\":\"2022\",\"review_year_start\":\"2014\"},\"sentiment\":\"mixed\",\"summary\":\"Tests are often curved, which helps grades, but some students find them unfair or disconnected from lectures. Lab reports are a significant component of the grade.\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_1666a5a286d44301d42ee8d0","course_id":"PHYSICS 247","catalog_version_id":"2ef257feed09bd8782bfa4ff30476af2ecfad80c480bc3a9dbb43a16eebe2038","record_version_id":"f85d57f1b0a1ba663770e702f6340080adbdc6538e6b083cf95eed8a77f9e1b5","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"ac683f54d77792c6cb802b7f9ecf0827a81c6298f665a9267406dff630b3b7bf","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"ea540313ed2e7793bed9743d2544ed60bc741b59ecfbd3dcca52747a5adc0d4a\",\"course_id\":\"PHYSICS 247\",\"current_instructors\":[{\"instructor_uid\":\"instructor_188c2ffd4f152ae2a5dc860d\",\"message\":\"No course-specific reviews available\",\"name\":\"Jan Egedal\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[]},{\"instructor_uid\":\"instructor_3ecd5046400cf448822b8960\",\"message\":\"No course-specific reviews available\",\"name\":\"Tony Qian\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Kam Arnold\",\"review_date\":\"2016-01-17 22:11:20 +0000 UTC\",\"review_id\":\"dd4694998e25b39a54b50d3d\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2102779\",\"source_review_id\":\"UmF0aW5nLTI1OTU1MjQ4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2102779\",\"type\":\"review\"},{\"instructor_name\":\"Duncan Carlsmith\",\"review_date\":\"2017-12-07 21:51:47 +0000 UTC\",\"review_id\":\"8214c0257ea426b14f32f2ff\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:283831\",\"source_review_id\":\"UmF0aW5nLTI5MDg5OTMz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/283831\",\"type\":\"review\"},{\"instructor_name\":\"Duncan Carlsmith\",\"review_date\":\"2021-10-13 22:49:22 +0000 UTC\",\"review_id\":\"a39e5bb4b5415a930e49212e\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:283831\",\"source_review_id\":\"UmF0aW5nLTM1MTIzMTQ4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/283831\",\"type\":\"review\"},{\"instructor_name\":\"Duncan Carlsmith\",\"review_date\":\"2021-10-16 18:55:48 +0000 UTC\",\"review_id\":\"7ee589ed3658147978bf1b40\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:283831\",\"source_review_id\":\"UmF0aW5nLTM1MTI5NjAw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/283831\",\"type\":\"review\"}],\"text\":\"Historical reviews of Duncan Carlsmith, Kam Arnold: The workload involves substantial homework and difficult lab reports, particularly those requiring MATLAB programming. Reviewers note that coding components are extensive and often feel disconnected from lecture content, requiring significant time to complete.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Michael Winokur\",\"review_date\":\"2014-04-16 14:30:02 +0000 UTC\",\"review_id\":\"a9b9ffff5003257625e472bc\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:517501\",\"source_review_id\":\"UmF0aW5nLTIzMDQ4MzQy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/517501\",\"type\":\"review\"},{\"instructor_name\":\"Peter Timbie\",\"review_date\":\"2014-12-09 14:45:26 +0000 UTC\",\"review_id\":\"0a019aafa96f67e70778ea4b\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:700328\",\"source_review_id\":\"UmF0aW5nLTI0MDAxODAw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/700328\",\"type\":\"review\"},{\"instructor_name\":\"Kam Arnold\",\"review_date\":\"2016-01-17 22:11:20 +0000 UTC\",\"review_id\":\"dd4694998e25b39a54b50d3d\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2102779\",\"source_review_id\":\"UmF0aW5nLTI1OTU1MjQ4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2102779\",\"type\":\"review\"},{\"instructor_name\":\"Deniz Yavuz\",\"review_date\":\"2017-11-14 21:40:01 +0000 UTC\",\"review_id\":\"5fdbd20cf26218bbf29c8364\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1533761\",\"source_review_id\":\"UmF0aW5nLTI4ODk4OTc3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1533761\",\"type\":\"review\"},{\"instructor_name\":\"Duncan Carlsmith\",\"review_date\":\"2017-12-07 21:51:47 +0000 UTC\",\"review_id\":\"8214c0257ea426b14f32f2ff\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:283831\",\"source_review_id\":\"UmF0aW5nLTI5MDg5OTMz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/283831\",\"type\":\"review\"},{\"instructor_name\":\"Deniz Yavuz\",\"review_date\":\"2017-12-07 21:56:29 +0000 UTC\",\"review_id\":\"39b92e597bb2c1b65d33786c\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1533761\",\"source_review_id\":\"UmF0aW5nLTI5MDkwMDEx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1533761\",\"type\":\"review\"},{\"instructor_name\":\"Duncan Carlsmith\",\"review_date\":\"2021-10-13 22:49:22 +0000 UTC\",\"review_id\":\"a39e5bb4b5415a930e49212e\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:283831\",\"source_review_id\":\"UmF0aW5nLTM1MTIzMTQ4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/283831\",\"type\":\"review\"},{\"instructor_name\":\"Duncan Carlsmith\",\"review_date\":\"2021-10-16 18:55:48 +0000 UTC\",\"review_id\":\"7ee589ed3658147978bf1b40\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:283831\",\"source_review_id\":\"UmF0aW5nLTM1MTI5NjAw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/283831\",\"type\":\"review\"},{\"instructor_name\":\"Matthew Herndon\",\"review_date\":\"2022-12-03 07:18:04 +0000 UTC\",\"review_id\":\"d1009f1de9b5289aef1c9d28\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2542515\",\"source_review_id\":\"UmF0aW5nLTM2OTU1MDQz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2542515\",\"type\":\"review\"},{\"instructor_name\":\"Matthew Herndon\",\"review_date\":\"2023-01-17 02:17:43 +0000 UTC\",\"review_id\":\"0cb7bfadb67d3c50f9847a56\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2542515\",\"source_review_id\":\"UmF0aW5nLTM3MzQxNjA5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2542515\",\"type\":\"review\"}],\"text\":\"Jan Egedal and Tony Qian have no reviewed history in this dataset. Historical reviews for Michael Winokur, Peter Timbie, Kam Arnold, Deniz Yavuz, Duncan Carlsmith, and Matthew Herndon show mixed lecture clarity and varying workload demands, with some instructors providing generous curves while others emphasized heavy reading and coding.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Michael Winokur\",\"review_date\":\"2014-04-16 14:30:02 +0000 UTC\",\"review_id\":\"a9b9ffff5003257625e472bc\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:517501\",\"source_review_id\":\"UmF0aW5nLTIzMDQ4MzQy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/517501\",\"type\":\"review\"},{\"instructor_name\":\"Peter Timbie\",\"review_date\":\"2014-12-09 14:45:26 +0000 UTC\",\"review_id\":\"0a019aafa96f67e70778ea4b\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:700328\",\"source_review_id\":\"UmF0aW5nLTI0MDAxODAw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/700328\",\"type\":\"review\"},{\"instructor_name\":\"Kam Arnold\",\"review_date\":\"2016-01-17 22:11:20 +0000 UTC\",\"review_id\":\"dd4694998e25b39a54b50d3d\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2102779\",\"source_review_id\":\"UmF0aW5nLTI1OTU1MjQ4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2102779\",\"type\":\"review\"},{\"instructor_name\":\"Deniz Yavuz\",\"review_date\":\"2017-11-14 21:40:01 +0000 UTC\",\"review_id\":\"5fdbd20cf26218bbf29c8364\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1533761\",\"source_review_id\":\"UmF0aW5nLTI4ODk4OTc3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1533761\",\"type\":\"review\"},{\"instructor_name\":\"Duncan Carlsmith\",\"review_date\":\"2017-12-07 21:51:47 +0000 UTC\",\"review_id\":\"8214c0257ea426b14f32f2ff\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:283831\",\"source_review_id\":\"UmF0aW5nLTI5MDg5OTMz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/283831\",\"type\":\"review\"},{\"instructor_name\":\"Deniz Yavuz\",\"review_date\":\"2017-12-07 21:56:29 +0000 UTC\",\"review_id\":\"39b92e597bb2c1b65d33786c\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1533761\",\"source_review_id\":\"UmF0aW5nLTI5MDkwMDEx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1533761\",\"type\":\"review\"},{\"instructor_name\":\"Duncan Carlsmith\",\"review_date\":\"2021-10-13 22:49:22 +0000 UTC\",\"review_id\":\"a39e5bb4b5415a930e49212e\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:283831\",\"source_review_id\":\"UmF0aW5nLTM1MTIzMTQ4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/283831\",\"type\":\"review\"},{\"instructor_name\":\"Duncan Carlsmith\",\"review_date\":\"2021-10-16 18:55:48 +0000 UTC\",\"review_id\":\"7ee589ed3658147978bf1b40\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:283831\",\"source_review_id\":\"UmF0aW5nLTM1MTI5NjAw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/283831\",\"type\":\"review\"},{\"instructor_name\":\"Matthew Herndon\",\"review_date\":\"2022-12-03 07:18:04 +0000 UTC\",\"review_id\":\"d1009f1de9b5289aef1c9d28\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2542515\",\"source_review_id\":\"UmF0aW5nLTM2OTU1MDQz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2542515\",\"type\":\"review\"},{\"instructor_name\":\"Matthew Herndon\",\"review_date\":\"2023-01-17 02:17:43 +0000 UTC\",\"review_id\":\"0cb7bfadb67d3c50f9847a56\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2542515\",\"source_review_id\":\"UmF0aW5nLTM3MzQxNjA5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2542515\",\"type\":\"review\"}],\"text\":\"Historical reviews describe a challenging course with variable lecture clarity and significant reliance on self-study and textbook reading. Students report that lectures often fail to align with assignments, making independent preparation essential for success.\"},{\"citations\":[{\"course_id\":\"PHYSICS 247\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"2b521fb0-693d-3b25-8b2e-6eb01087c7e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 247\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"2b521fb0-693d-3b25-8b2e-6eb01087c7e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 247\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"2b521fb0-693d-3b25-8b2e-6eb01087c7e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.79 GPA, 93.3% A/AB (n=45 letter grades); Fall 2025: 3.21 GPA, 57.4% A/AB (n=68 letter grades); Spring 2026: 3.21 GPA, 62.1% A/AB (n=29 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Michael Winokur\",\"review_date\":\"2014-04-16 14:30:02 +0000 UTC\",\"review_id\":\"a9b9ffff5003257625e472bc\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:517501\",\"source_review_id\":\"UmF0aW5nLTIzMDQ4MzQy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/517501\",\"type\":\"review\"},{\"instructor_name\":\"Peter Timbie\",\"review_date\":\"2014-12-09 14:45:26 +0000 UTC\",\"review_id\":\"0a019aafa96f67e70778ea4b\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:700328\",\"source_review_id\":\"UmF0aW5nLTI0MDAxODAw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/700328\",\"type\":\"review\"},{\"instructor_name\":\"Matthew Herndon\",\"review_date\":\"2022-12-03 07:18:04 +0000 UTC\",\"review_id\":\"d1009f1de9b5289aef1c9d28\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2542515\",\"source_review_id\":\"UmF0aW5nLTM2OTU1MDQz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2542515\",\"type\":\"review\"},{\"instructor_name\":\"Matthew Herndon\",\"review_date\":\"2024-11-03 23:57:27 +0000 UTC\",\"review_id\":\"cc37193918d89c9e28cd2eb5\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2542515\",\"source_review_id\":\"UmF0aW5nLTM5ODg3Mjk3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2542515\",\"type\":\"review\"}],\"text\":\"Students found historical instructors like Winokur and Herndon difficult to follow, with lectures described as disorganized or containing mathematical errors. While some instructors were helpful when asked, others provided explanations that confused students rather than clarifying concepts.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"PHYSICS 247\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2b521fb0-693d-3b25-8b2e-6eb01087c7e5\",\"source_record\":{\"entity_id\":\"2b521fb0-693d-3b25-8b2e-6eb01087c7e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"}],\"text\":\"DENIZ YAVUZ is recorded teaching in Fall 2017. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"PHYSICS 247\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2b521fb0-693d-3b25-8b2e-6eb01087c7e5\",\"source_record\":{\"entity_id\":\"2b521fb0-693d-3b25-8b2e-6eb01087c7e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 247\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2b521fb0-693d-3b25-8b2e-6eb01087c7e5\",\"source_record\":{\"entity_id\":\"2b521fb0-693d-3b25-8b2e-6eb01087c7e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1132\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 247\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2b521fb0-693d-3b25-8b2e-6eb01087c7e5\",\"source_record\":{\"entity_id\":\"2b521fb0-693d-3b25-8b2e-6eb01087c7e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 247\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2b521fb0-693d-3b25-8b2e-6eb01087c7e5\",\"source_record\":{\"entity_id\":\"2b521fb0-693d-3b25-8b2e-6eb01087c7e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 247\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2b521fb0-693d-3b25-8b2e-6eb01087c7e5\",\"source_record\":{\"entity_id\":\"2b521fb0-693d-3b25-8b2e-6eb01087c7e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 247\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2b521fb0-693d-3b25-8b2e-6eb01087c7e5\",\"source_record\":{\"entity_id\":\"2b521fb0-693d-3b25-8b2e-6eb01087c7e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 247\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2b521fb0-693d-3b25-8b2e-6eb01087c7e5\",\"source_record\":{\"entity_id\":\"2b521fb0-693d-3b25-8b2e-6eb01087c7e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 247\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"2b521fb0-693d-3b25-8b2e-6eb01087c7e5\",\"source_record\":{\"entity_id\":\"2b521fb0-693d-3b25-8b2e-6eb01087c7e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 247\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2b521fb0-693d-3b25-8b2e-6eb01087c7e5\",\"source_record\":{\"entity_id\":\"2b521fb0-693d-3b25-8b2e-6eb01087c7e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"}],\"text\":\"DUNCAN CARLSMITH is recorded teaching in Fall 2010, Fall 2012, Fall 2016, Fall 2017, Fall 2018, Fall 2019, Fall 2020, Fall 2021. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"PHYSICS 247\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":10,\"source_course_id\":\"2b521fb0-693d-3b25-8b2e-6eb01087c7e5\",\"source_record\":{\"entity_id\":\"2b521fb0-693d-3b25-8b2e-6eb01087c7e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"}],\"text\":\"KAM ARNOLD is recorded teaching in Fall 2015. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"PHYSICS 247\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2b521fb0-693d-3b25-8b2e-6eb01087c7e5\",\"source_record\":{\"entity_id\":\"2b521fb0-693d-3b25-8b2e-6eb01087c7e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 247\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2b521fb0-693d-3b25-8b2e-6eb01087c7e5\",\"source_record\":{\"entity_id\":\"2b521fb0-693d-3b25-8b2e-6eb01087c7e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"}],\"text\":\"MATTHEW F HERNDON is recorded teaching in Fall 2022, Fall 2023. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"PHYSICS 247\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2b521fb0-693d-3b25-8b2e-6eb01087c7e5\",\"source_record\":{\"entity_id\":\"2b521fb0-693d-3b25-8b2e-6eb01087c7e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1132\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 247\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2b521fb0-693d-3b25-8b2e-6eb01087c7e5\",\"source_record\":{\"entity_id\":\"2b521fb0-693d-3b25-8b2e-6eb01087c7e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1142\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 247\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2b521fb0-693d-3b25-8b2e-6eb01087c7e5\",\"source_record\":{\"entity_id\":\"2b521fb0-693d-3b25-8b2e-6eb01087c7e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"}],\"text\":\"MICHAEL WINOKUR is recorded teaching in Fall 2012, Fall 2013, Fall 2014. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"PHYSICS 247\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2b521fb0-693d-3b25-8b2e-6eb01087c7e5\",\"source_record\":{\"entity_id\":\"2b521fb0-693d-3b25-8b2e-6eb01087c7e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"}],\"text\":\"PETER TIMBIE is recorded teaching in Fall 2014. Recorded history may be incomplete and does not establish a future schedule.\"}],\"term_id\":\"1272\",\"term_name\":\"2026 Fall\",\"version\":2}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true}]