[{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_8f18f98dbf0c944ea0381465","course_id":"PHYSICS 115","catalog_version_id":"1c58ee0a87c48e2d2fd9bdc8c6f123f32da6ec07c2da120466992f972790c6b3","record_version_id":"eb419062b156ad65c2ece06d95da1155ea571861a5a741da68fa1af3f5f9b32d","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"514734d6bdd878b7eef799335ed0a89a91e0db1f42b71462a57c6fc2d3bcb666","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[\"qr_a_condition\",\"excluded_credit_not\"],\"condition\":null,\"course\":null,\"evidence\":\"Satisfied Quantitative Reasoning (QR) A. Not open to students with credit forPHYSICS 103,201,207, or247.\",\"id\":\"root\",\"kind\":\"all\"},{\"children\":[],\"condition\":\"Satisfied Quantitative Reasoning (QR) A.\",\"course\":null,\"evidence\":\"Satisfied Quantitative Reasoning (QR) A.\",\"id\":\"qr_a_condition\",\"kind\":\"condition\"},{\"children\":[\"any_excluded_credit\"],\"condition\":null,\"course\":null,\"evidence\":\"Not open to students with credit forPHYSICS 103,201,207, or247.\",\"id\":\"excluded_credit_not\",\"kind\":\"not\"},{\"children\":[\"physics_103_credit\",\"physics_201_credit\",\"physics_207_credit\",\"physics_247_credit\"],\"condition\":null,\"course\":null,\"evidence\":\"forPHYSICS 103,201,207, or247\",\"id\":\"any_excluded_credit\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":103,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"PHYSICS 103\",\"id\":\"physics_103_credit\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":201,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"201\",\"id\":\"physics_201_credit\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":207,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"207\",\"id\":\"physics_207_credit\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":247,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"or247\",\"id\":\"physics_247_credit\",\"kind\":\"course\"}],\"notes\":[\"Root uses an ALL group with two children: a QR A condition and a NOT exclusion group.\",\"The NOT node has one child, an ANY group, because negation requires one child while the exclusion list contains multiple courses.\",\"'Satisfied Quantitative Reasoning (QR) A' is kept as a condition because no specific QR course numbers are listed in the direct requirements text.\",\"Only the QR A node carries condition text; the NOT and ANY nodes rely on their evidence fields for the exclusion wording.\"],\"root\":\"root\",\"status\":\"parsed\"}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":true},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_8f18f98dbf0c944ea0381465","course_id":"PHYSICS 115","catalog_version_id":"1c58ee0a87c48e2d2fd9bdc8c6f123f32da6ec07c2da120466992f972790c6b3","record_version_id":"eb419062b156ad65c2ece06d95da1155ea571861a5a741da68fa1af3f5f9b32d","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"514734d6bdd878b7eef799335ed0a89a91e0db1f42b71462a57c6fc2d3bcb666","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[{\"evidence\":[{\"course_id\":\"PHYSICS 115\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Qualitatively describe and quantitatively analyze the physics behind energy technologies and their impacts, including climate change\",\"source_url\":\"https://guide.wisc.edu/courses/physics/\"},{\"course_id\":\"PHYSICS 115\",\"field\":\"description\",\"quote\":\"Apply the physical principles of mechanics, heat, electricity, and atomic nuclei to various energy sources (fossil fuels, renewables, and nuclear) and their impacts.\",\"source_url\":\"https://guide.wisc.edu/courses/physics/\"}],\"label\":\"data-analysis\"},{\"evidence\":[{\"course_id\":\"PHYSICS 115\",\"field\":\"official_learning_outcomes\",\"outcome_index\":2,\"quote\":\"Critically assess and discuss current issues in energy and climate, and how these issues are reported in the news\",\"source_url\":\"https://guide.wisc.edu/courses/physics/\"}],\"label\":\"writing\"}],\"assumed_background\":[],\"search_phrases\":[\"energy sources and climate change\",\"introductory energy physics\",\"quantitative reasoning in energy\",\"fossil fuels and renewables\",\"nuclear energy physics\",\"environmental impact of energy\",\"energy policy and physics\",\"climate change science\",\"mechanics and heat in energy systems\",\"atomic nuclei and energy production\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"PHYSICS 115\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Qualitatively describe and quantitatively analyze the physics behind energy technologies and their impacts, including climate change\",\"source_url\":\"https://guide.wisc.edu/courses/physics/\"}],\"text\":\"Qualitative description and quantitative analysis of energy technology physics\"},{\"evidence\":[{\"course_id\":\"PHYSICS 115\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Apply foundational physics concepts to solve quantitative problems regarding energy use in society\",\"source_url\":\"https://guide.wisc.edu/courses/physics/\"}],\"text\":\"Application of foundational physics concepts to solve quantitative energy problems\"},{\"evidence\":[{\"course_id\":\"PHYSICS 115\",\"field\":\"official_learning_outcomes\",\"outcome_index\":2,\"quote\":\"Critically assess and discuss current issues in energy and climate, and how these issues are reported in the news\",\"source_url\":\"https://guide.wisc.edu/courses/physics/\"}],\"text\":\"Critical assessment and discussion of current energy and climate issues\"}],\"summary\":{\"evidence\":[{\"course_id\":\"PHYSICS 115\",\"field\":\"title\",\"quote\":\"ENERGY AND CLIMATE\",\"source_url\":\"https://guide.wisc.edu/courses/physics/\"},{\"course_id\":\"PHYSICS 115\",\"field\":\"description\",\"quote\":\"Introduction to energy, focusing on energy sources and their impacts on humans and the environment, particularly through climate change. Develop basic physics skills to form opinions on energy-related issues affecting the world as well as your own use of energy. Apply the physical principles of mechanics, heat, electricity, and atomic nuclei to various energy sources (fossil fuels, renewables, and nuclear) and their impacts.\",\"source_url\":\"https://guide.wisc.edu/courses/physics/\"}],\"text\":\"Introduction to energy sources and environmental impacts, applying mechanics, heat, electricity, and nuclear physics to fossil fuels, renewables, and nuclear energy.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"PHYSICS 115\",\"field\":\"description\",\"quote\":\"Introduction to energy, focusing on energy sources and their impacts on humans and the environment, particularly through climate change.\",\"source_url\":\"https://guide.wisc.edu/courses/physics/\"}],\"text\":\"Energy sources and environmental impacts\"},{\"evidence\":[{\"course_id\":\"PHYSICS 115\",\"field\":\"description\",\"quote\":\"Apply the physical principles of mechanics, heat, electricity, and atomic nuclei to various energy sources (fossil fuels, renewables, and nuclear) and their impacts.\",\"source_url\":\"https://guide.wisc.edu/courses/physics/\"}],\"text\":\"Physics principles: mechanics, heat, electricity, atomic nuclei\"},{\"evidence\":[{\"course_id\":\"PHYSICS 115\",\"field\":\"description\",\"quote\":\"various energy sources (fossil fuels, renewables, and nuclear)\",\"source_url\":\"https://guide.wisc.edu/courses/physics/\"}],\"text\":\"Fossil fuels, renewables, and nuclear energy\"}]}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":true},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_8f18f98dbf0c944ea0381465","course_id":"PHYSICS 115","catalog_version_id":"1c58ee0a87c48e2d2fd9bdc8c6f123f32da6ec07c2da120466992f972790c6b3","record_version_id":"eb419062b156ad65c2ece06d95da1155ea571861a5a741da68fa1af3f5f9b32d","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"514734d6bdd878b7eef799335ed0a89a91e0db1f42b71462a57c6fc2d3bcb666","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"I took this class for the science credit, and it turned out that the class was very maths heavy. The class covered a variety of topics but were not deeply discussed. Professor Sarff did a good job in explaining terms and concepts, and also provided a lot of interesting physical facts. Not hard if you do the homework and go to the discussion.\",\"course_id\":\"PHYSICS 115\",\"date\":\"2019-05-04 21:20:59 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"60fd30bfe720fe7155eca420\",\"instructor_id\":\"rmp:2429264\",\"instructor_name\":\"John Sarff\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTMxNzcwNTgw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2429264\"},{\"comment\":\"Super great teacher, material was a bit heavy towards end but super nice guy, willing to work with you!\",\"course_id\":\"PHYSICS 115\",\"date\":\"2021-05-04 19:44:37 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"bd12af0bb8183454279d84b9\",\"instructor_id\":\"rmp:2429264\",\"instructor_name\":\"John Sarff\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0NzAyMjkw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2429264\"},{\"comment\":\"Prof. Sarff taught the material (although somewhat easy) in way so that everyone was interested and understanding. If you're looking to learn in depth, perhaps you should consider a harder class, but for people who want a general, more broad knowledge, this is an excellent option. It is relaxed yet useful. \",\"course_id\":\"PHYSICS 115\",\"date\":\"2023-01-22 22:45:07 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"7893b62ee745b575b8e208af\",\"instructor_id\":\"rmp:2429264\",\"instructor_name\":\"John Sarff\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM3MzY1ODc0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2429264\"},{\"comment\":\"Really interesting class, good for a broad overview of energy and climate and the math/physics is pretty easy to pick up. He keeps it engaging with demos and relating content to the real world, easy to get feedback from too. \",\"course_id\":\"PHYSICS 115\",\"date\":\"2025-12-16 03:09:21 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"e673fd155f1437be6dbf6b88\",\"instructor_id\":\"rmp:2429264\",\"instructor_name\":\"John Sarff\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQyMjc1NzU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2429264\"}],\"evidence_count\":4,\"review_ids\":[\"60fd30bfe720fe7155eca420\",\"bd12af0bb8183454279d84b9\",\"7893b62ee745b575b8e208af\",\"e673fd155f1437be6dbf6b88\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2429264\",\"name\":\"John Sarff\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2019\"},\"sentiment\":\"positive\",\"subject_instructor_id\":\"rmp:2429264\",\"summary\":\"John Sarff is described as clear, engaging, and approachable, using demos and real-world connections while explaining terms and concepts.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Super great teacher, material was a bit heavy towards end but super nice guy, willing to work with you!\",\"course_id\":\"PHYSICS 115\",\"date\":\"2021-05-04 19:44:37 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"bd12af0bb8183454279d84b9\",\"instructor_id\":\"rmp:2429264\",\"instructor_name\":\"John Sarff\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0NzAyMjkw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2429264\"},{\"comment\":\"Prof. Sarff taught the material (although somewhat easy) in way so that everyone was interested and understanding. If you're looking to learn in depth, perhaps you should consider a harder class, but for people who want a general, more broad knowledge, this is an excellent option. It is relaxed yet useful. \",\"course_id\":\"PHYSICS 115\",\"date\":\"2023-01-22 22:45:07 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"7893b62ee745b575b8e208af\",\"instructor_id\":\"rmp:2429264\",\"instructor_name\":\"John Sarff\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM3MzY1ODc0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2429264\"},{\"comment\":\"Really interesting class, good for a broad overview of energy and climate and the math/physics is pretty easy to pick up. He keeps it engaging with demos and relating content to the real world, easy to get feedback from too. \",\"course_id\":\"PHYSICS 115\",\"date\":\"2025-12-16 03:09:21 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"e673fd155f1437be6dbf6b88\",\"instructor_id\":\"rmp:2429264\",\"instructor_name\":\"John Sarff\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQyMjc1NzU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2429264\"}],\"evidence_count\":3,\"review_ids\":[\"bd12af0bb8183454279d84b9\",\"7893b62ee745b575b8e208af\",\"e673fd155f1437be6dbf6b88\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2429264\",\"name\":\"John Sarff\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2021\"},\"sentiment\":\"neutral\",\"subject_instructor_id\":\"rmp:2429264\",\"summary\":\"In John Sarff's section, the math/physics is easy to pick up and somewhat easy, though one reviewer found the material a bit heavy toward the end.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"Super great teacher, material was a bit heavy towards end but super nice guy, willing to work with you!\",\"course_id\":\"PHYSICS 115\",\"date\":\"2021-05-04 19:44:37 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"bd12af0bb8183454279d84b9\",\"instructor_id\":\"rmp:2429264\",\"instructor_name\":\"John Sarff\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0NzAyMjkw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2429264\"},{\"comment\":\"Prof. Sarff taught the material (although somewhat easy) in way so that everyone was interested and understanding. If you're looking to learn in depth, perhaps you should consider a harder class, but for people who want a general, more broad knowledge, this is an excellent option. It is relaxed yet useful. \",\"course_id\":\"PHYSICS 115\",\"date\":\"2023-01-22 22:45:07 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"7893b62ee745b575b8e208af\",\"instructor_id\":\"rmp:2429264\",\"instructor_name\":\"John Sarff\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM3MzY1ODc0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2429264\"},{\"comment\":\"Really interesting class, good for a broad overview of energy and climate and the math/physics is pretty easy to pick up. He keeps it engaging with demos and relating content to the real world, easy to get feedback from too. \",\"course_id\":\"PHYSICS 115\",\"date\":\"2025-12-16 03:09:21 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"e673fd155f1437be6dbf6b88\",\"instructor_id\":\"rmp:2429264\",\"instructor_name\":\"John Sarff\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQyMjc1NzU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2429264\"}],\"evidence_count\":3,\"review_ids\":[\"bd12af0bb8183454279d84b9\",\"7893b62ee745b575b8e208af\",\"e673fd155f1437be6dbf6b88\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2429264\",\"name\":\"John Sarff\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2021\"},\"sentiment\":\"positive\",\"subject_instructor_id\":\"rmp:2429264\",\"summary\":\"Reviewers describe John Sarff as a great and helpful professor who makes the class interesting, relaxed, and useful for broad knowledge.\"},{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Well, the full course was not too difficult. 2 midterms and 1 final combine 75%. 15% homework and 10% participation. Participation counts as Top hat in lecture and presence in discussion section. Homework part, you have to write an article response around 200-300 words about energy topic, and every Friday afternoon there is a problem set of 4-5 questions from the book due. These are just basic info about the course. Back to the professor, he is really really boring. He speaks the same tone all the time and makes people want to go to sleep. Lectures are tedious and you really cannot learn too much from the course. There are very detailed questions in midterms on multiple choices, really recommend reading through all the points on the slides which will be posted on learn uw. All in all, he is not the best professor but the course itself is not difficult.\",\"course_id\":\"PHYSICS 115\",\"date\":\"2016-12-02 03:14:09 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"c81375df043a6e2f32792919\",\"instructor_id\":\"rmp:2192498\",\"instructor_name\":\"Justin Vandenbroucke\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTI3MzA5MzA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2192498\"}],\"evidence_count\":1,\"review_ids\":[\"c81375df043a6e2f32792919\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2192498\",\"name\":\"Justin Vandenbroucke\"}],\"review_year_end\":\"2016\",\"review_year_start\":\"2016\"},\"sentiment\":\"negative\",\"subject_instructor_id\":\"rmp:2192498\",\"summary\":\"One reviewer found Justin Vandenbroucke's lectures tedious and boring, saying they could not learn much despite detailed multiple-choice midterms.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"Prof. Vandenbrouke is a super great guy and prof. He is super caring about his students and wants them to succeed. I have never taken a physics class before this is the class is a little challenging for me but he has helped me so much. He is super helpful in office hours. Overall, he cares for his students and is a really kinda and aprochable guy!\",\"course_id\":\"PHYSICS 115\",\"date\":\"2018-11-07 14:18:07 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"ecce1665c6a4eda6d0565c32\",\"instructor_id\":\"rmp:2192498\",\"instructor_name\":\"Justin Vandenbroucke\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMwNjc3Mzgy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2192498\"}],\"evidence_count\":1,\"review_ids\":[\"ecce1665c6a4eda6d0565c32\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2192498\",\"name\":\"Justin Vandenbroucke\"}],\"review_year_end\":\"2018\",\"review_year_start\":\"2018\"},\"sentiment\":\"positive\",\"subject_instructor_id\":\"rmp:2192498\",\"summary\":\"A reviewer praises Justin Vandenbroucke for being caring, supportive, and very helpful in office hours, even when the class was challenging.\"}]}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":true},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_8f18f98dbf0c944ea0381465","course_id":"PHYSICS 115","catalog_version_id":"1c58ee0a87c48e2d2fd9bdc8c6f123f32da6ec07c2da120466992f972790c6b3","record_version_id":"eb419062b156ad65c2ece06d95da1155ea571861a5a741da68fa1af3f5f9b32d","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"514734d6bdd878b7eef799335ed0a89a91e0db1f42b71462a57c6fc2d3bcb666","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"c3a0e7d6ed3c3a18d05e88f98fdfd58388bac87333847e54529720e9a9eec42a\",\"course_id\":\"PHYSICS 115\",\"current_instructors\":[{\"instructor_uid\":\"instructor_a267d9177ac504c96a64c993\",\"message\":null,\"name\":\"John Sarff\",\"review_status\":\"supported\",\"rmp_instructor_id\":\"rmp:2429264\",\"summary\":[{\"citations\":[{\"instructor_name\":\"John Sarff\",\"review_date\":\"2019-05-04 21:20:59 +0000 UTC\",\"review_id\":\"60fd30bfe720fe7155eca420\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2429264\",\"source_review_id\":\"UmF0aW5nLTMxNzcwNTgw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2429264\",\"type\":\"review\"},{\"instructor_name\":\"John Sarff\",\"review_date\":\"2021-05-04 19:44:37 +0000 UTC\",\"review_id\":\"bd12af0bb8183454279d84b9\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2429264\",\"source_review_id\":\"UmF0aW5nLTM0NzAyMjkw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2429264\",\"type\":\"review\"},{\"instructor_name\":\"John Sarff\",\"review_date\":\"2023-01-22 22:45:07 +0000 UTC\",\"review_id\":\"7893b62ee745b575b8e208af\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2429264\",\"source_review_id\":\"UmF0aW5nLTM3MzY1ODc0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2429264\",\"type\":\"review\"},{\"instructor_name\":\"John Sarff\",\"review_date\":\"2025-12-16 03:09:21 +0000 UTC\",\"review_id\":\"e673fd155f1437be6dbf6b88\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2429264\",\"source_review_id\":\"UmF0aW5nLTQyMjc1NzU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2429264\",\"type\":\"review\"}],\"evidence_scope\":\"past_student_reviews\",\"text\":\"Professor John Sarff taught Physics 115 with a broad, engaging focus on energy and climate, using demos and real-world connections. Students found the math manageable and the atmosphere relaxed, noting that topics were covered extensively but not deeply. He was described as willing to help and effective at explaining concepts.\"},{\"citations\":[{\"course_id\":\"PHYSICS 115\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"source_record\":{\"entity_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 115\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"source_record\":{\"entity_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 115\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"source_record\":{\"entity_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.38 GPA, 64.0% A/AB (n=25 letter grades); Fall 2025: 3.52 GPA, 79.2% A/AB (n=24 letter grades); Spring 2026: 3.79 GPA, 94.1% A/AB (n=17 letter grades).\"}]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"John Sarff\",\"review_date\":\"2019-05-04 21:20:59 +0000 UTC\",\"review_id\":\"60fd30bfe720fe7155eca420\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2429264\",\"source_review_id\":\"UmF0aW5nLTMxNzcwNTgw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2429264\",\"type\":\"review\"}],\"evidence_scope\":\"past_student_reviews\",\"text\":\"The class was described as very math-heavy, but students noted it was not hard if they completed the homework and attended discussion sessions.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Hakki Ogelman\",\"review_date\":\"2005-05-16 08:23:06 +0000 UTC\",\"review_id\":\"698f8c4049613dfe78b914b1\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:130435\",\"source_review_id\":\"UmF0aW5nLTM4NjY1NTg=\",\"source_url\":\"https://www.ratemyprofessors.com/professor/130435\",\"type\":\"review\"},{\"instructor_name\":\"Justin Vandenbroucke\",\"review_date\":\"2016-12-02 03:14:09 +0000 UTC\",\"review_id\":\"c81375df043a6e2f32792919\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2192498\",\"source_review_id\":\"UmF0aW5nLTI3MzA5MzA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2192498\",\"type\":\"review\"},{\"instructor_name\":\"Justin Vandenbroucke\",\"review_date\":\"2018-11-07 14:18:07 +0000 UTC\",\"review_id\":\"ecce1665c6a4eda6d0565c32\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2192498\",\"source_review_id\":\"UmF0aW5nLTMwNjc3Mzgy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2192498\",\"type\":\"review\"}],\"evidence_scope\":\"past_student_reviews\",\"text\":\"Past students found Hakki Ogelman’s section generous, with no final and cheat sheets allowed on midterms. Justin Vandenbroucke’s section included 2 midterms and a final worth 75%, with weekly problem sets. One student found his lectures tedious, while another appreciated his helpful office hours and supportive approach.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"3f5110430805ccdd533c0c072df62d68a8a5f5441c4530bbdb15d419a199a09c\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"John Sarff\",\"review_date\":\"2025-12-16 03:09:21 +0000 UTC\",\"review_id\":\"e673fd155f1437be6dbf6b88\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2429264\",\"source_review_id\":\"UmF0aW5nLTQyMjc1NzU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2429264\",\"type\":\"review\"}],\"evidence_scope\":\"past_student_reviews\",\"text\":\"Professor Sarff taught a broad overview of energy and climate using engaging demonstrations and real-world connections. Students found the math and physics concepts easy to pick up in this interesting course.\"},{\"citations\":[{\"course_id\":\"PHYSICS 115\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 115\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 115\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.38 GPA, 64.0% A/AB (n=25 letter grades); Fall 2025: 3.52 GPA, 79.2% A/AB (n=24 letter grades); Spring 2026: 3.79 GPA, 94.1% A/AB (n=17 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"John Sarff\",\"review_date\":\"2021-05-04 19:44:37 +0000 UTC\",\"review_id\":\"bd12af0bb8183454279d84b9\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2429264\",\"source_review_id\":\"UmF0aW5nLTM0NzAyMjkw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2429264\",\"type\":\"review\"}],\"evidence_scope\":\"past_student_reviews\",\"text\":\"Students appreciated Professor Sarff's willingness to work with them, noting the material became a bit heavy towards the end of the term.\"}],\"task_hash\":\"9dea82ef7f2113a5605c1c6030c4f9b19967eb742cc93a78268fb92357d29f5c\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"PHYSICS 115\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"source_record\":{\"entity_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1072\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 115\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"source_record\":{\"entity_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1074\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 115\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"source_record\":{\"entity_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1082\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 115\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"source_record\":{\"entity_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1084\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 115\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"source_record\":{\"entity_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1092\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 115\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"source_record\":{\"entity_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1094\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 115\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"source_record\":{\"entity_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1102\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 115\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"source_record\":{\"entity_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1104\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 115\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"source_record\":{\"entity_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 115\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"source_record\":{\"entity_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1114\",\"type\":\"grade\"}],\"text\":\"HAKKI OGELMAN is recorded teaching in Fall 2006, Spring 2007, Fall 2007, Spring 2008, Fall 2008, Spring 2009, Fall 2009, Spring 2010, Fall 2010, Spring 2011. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"PHYSICS 115\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"source_record\":{\"entity_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 115\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"source_record\":{\"entity_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 115\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"source_record\":{\"entity_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 115\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"source_record\":{\"entity_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 115\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"source_record\":{\"entity_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 115\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"source_record\":{\"entity_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 115\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"source_record\":{\"entity_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 115\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"source_record\":{\"entity_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 115\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"source_record\":{\"entity_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 115\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"source_record\":{\"entity_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"JOHN SARFF is recorded teaching in Spring 2019, Fall 2019, Spring 2022, Fall 2022, Fall 2023, Spring 2024, Fall 2024, Spring 2025, Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"PHYSICS 115\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"source_record\":{\"entity_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1144\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 115\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"source_record\":{\"entity_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 115\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"source_record\":{\"entity_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 115\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"source_record\":{\"entity_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 115\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"source_record\":{\"entity_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 115\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"source_record\":{\"entity_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 115\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"source_record\":{\"entity_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 115\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"source_record\":{\"entity_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 115\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"source_record\":{\"entity_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"}],\"text\":\"JUSTIN VANDENBROUCKE is recorded teaching in Spring 2014, Fall 2016, Fall 2017, Spring 2018, Fall 2018, Fall 2019, Spring 2020, Fall 2020, Fall 2021. Recorded history may be incomplete and does not establish a future schedule.\"}],\"term_id\":\"1274\",\"term_name\":\"2027 Sprng\",\"version\":3}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":true},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_8f18f98dbf0c944ea0381465","course_id":"PHYSICS 115","catalog_version_id":"165f12e3a63634429ccf259067a5edb7260dbea2098b8feb873faf1d04987bd2","record_version_id":"805f2de64751c59f67c7714abb5ca9664ab992239339af876e0031818f257c2c","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"35f4fe2900fe76e6453e7e74428f30d7ae18360ce45c9595d7f59b06eef8fd97","section":"requirements","status":"invalid","value_json":null,"candidate_json":"{\"nodes\":[{\"children\":[\"n0\",\"n1\"],\"condition\":null,\"course\":null,\"evidence\":\"Satisfied Quantitative Reasoning (QR) A. Not open to students with credit forPHYSICS 103,201,207, or247.\",\"id\":\"n0\",\"kind\":\"all\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":0,\"minimum_grade\":null,\"subjects\":[\"QR\"],\"timing\":\"prior\"},\"evidence\":\"Satisfied Quantitative Reasoning (QR) A.\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[\"n2\",\"n3\",\"n4\",\"n5\"],\"condition\":null,\"course\":null,\"evidence\":\"Not open to students with credit forPHYSICS 103,201,207, or247.\",\"id\":\"n2\",\"kind\":\"not\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":103,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"PHYSICS 103\",\"id\":\"n3\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":201,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"PHYSICS 201\",\"id\":\"n4\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":207,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"PHYSICS 207\",\"id\":\"n5\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":247,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"PHYSICS 247\",\"id\":\"n6\",\"kind\":\"course\"}],\"notes\":[\"QR A is not a canonical course in linked_courses; treated as condition.\"],\"root\":\"n0\",\"status\":\"needs_review\"}","error":"Node n0 references itself; remove the self-reference.\nNode n2 references itself; remove the self-reference.\nNode n4: evidence 'PHYSICS 201' must quote an exact source substring.\nNode n5: evidence 'PHYSICS 207' must quote an exact source substring.\nNode n6: evidence 'PHYSICS 247' must quote an exact source substring.\nCycle reaches node n0; requirement graphs must be trees.\nUnreachable nodes: n2, n3, n4, n5, n6; connect all conditions and exclusions to the root.\nMissing global exclusion 'Not open to students with credit forPHYSICS 103,201,207, or247': use a not node under the root all (or root not), with the full exclusion as evidence, applying to every eligibility alternative.","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_8f18f98dbf0c944ea0381465","course_id":"PHYSICS 115","catalog_version_id":"165f12e3a63634429ccf259067a5edb7260dbea2098b8feb873faf1d04987bd2","record_version_id":"805f2de64751c59f67c7714abb5ca9664ab992239339af876e0031818f257c2c","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"35f4fe2900fe76e6453e7e74428f30d7ae18360ce45c9595d7f59b06eef8fd97","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"energy sources climate change physics\",\"mechanics heat electricity atomic nuclei\",\"fossil fuels renewables nuclear impacts\",\"energy literacy non-calculus physics\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"PHYSICS 115\",\"field\":\"description\",\"quote\":\"Develop basic physics skills to form opinions on energy-related issues\"}],\"text\":\"Forming opinions on energy issues using physics principles\"},{\"evidence\":[{\"course_id\":\"PHYSICS 115\",\"field\":\"description\",\"quote\":\"Apply the physical principles of mechanics, heat, electricity, and atomic nuclei to various energy sources\"}],\"text\":\"Applying mechanics, heat, electricity, and nuclear physics to energy sources\"}],\"summary\":{\"evidence\":[{\"course_id\":\"PHYSICS 115\",\"field\":\"title\",\"quote\":\"ENERGY AND CLIMATE\"},{\"course_id\":\"PHYSICS 115\",\"field\":\"description\",\"quote\":\"Introduction to energy, focusing on energy sources and their impacts on humans and the environment, particularly through climate change.\"}],\"text\":\"ENERGY AND CLIMATE introduces energy sources and their environmental impacts, applying basic physics principles to evaluate energy issues.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"PHYSICS 115\",\"field\":\"description\",\"quote\":\"energy sources and their impacts on humans and the environment, particularly through climate change\"}],\"text\":\"Energy sources and environmental impacts, including climate change\"},{\"evidence\":[{\"course_id\":\"PHYSICS 115\",\"field\":\"description\",\"quote\":\"physical principles of mechanics, heat, electricity, and atomic nuclei\"}],\"text\":\"Mechanics, heat, electricity, and atomic nuclei\"},{\"evidence\":[{\"course_id\":\"PHYSICS 115\",\"field\":\"description\",\"quote\":\"various energy sources (fossil fuels, renewables, and nuclear)\"}],\"text\":\"Fossil fuels, renewables, and nuclear energy\"}]}","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_8f18f98dbf0c944ea0381465","course_id":"PHYSICS 115","catalog_version_id":"165f12e3a63634429ccf259067a5edb7260dbea2098b8feb873faf1d04987bd2","record_version_id":"805f2de64751c59f67c7714abb5ca9664ab992239339af876e0031818f257c2c","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"35f4fe2900fe76e6453e7e74428f30d7ae18360ce45c9595d7f59b06eef8fd97","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_8f18f98dbf0c944ea0381465","course_id":"PHYSICS 115","catalog_version_id":"165f12e3a63634429ccf259067a5edb7260dbea2098b8feb873faf1d04987bd2","record_version_id":"805f2de64751c59f67c7714abb5ca9664ab992239339af876e0031818f257c2c","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"4d288495dbe6d874a042572ace4f422e65aea5450a4e15b7704f003d4b832ca6","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"Satisfied Quantitative Reasoning (QR) A. Not open to students with credit forPHYSICS 103,201,207, or247.\",\"id\":\"root\",\"kind\":\"all\"},{\"children\":[],\"condition\":\"Satisfied Quantitative Reasoning (QR) A.\",\"course\":null,\"evidence\":\"Satisfied Quantitative Reasoning (QR) A.\",\"id\":\"n1\",\"kind\":\"condition\"},{\"children\":[\"n3\"],\"condition\":null,\"course\":null,\"evidence\":\"Not open to students with credit forPHYSICS 103,201,207, or247.\",\"id\":\"n2\",\"kind\":\"not\"},{\"children\":[\"n4\",\"n5\",\"n6\",\"n7\"],\"condition\":null,\"course\":null,\"evidence\":\"PHYSICS 103,201,207, or247\",\"id\":\"n3\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":103,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"PHYSICS 103\",\"id\":\"n4\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":201,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"201\",\"id\":\"n5\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":207,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"207\",\"id\":\"n6\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":247,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"247\",\"id\":\"n7\",\"kind\":\"course\"}],\"notes\":[],\"root\":\"root\",\"status\":\"parsed\"}","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_8f18f98dbf0c944ea0381465","course_id":"PHYSICS 115","catalog_version_id":"165f12e3a63634429ccf259067a5edb7260dbea2098b8feb873faf1d04987bd2","record_version_id":"805f2de64751c59f67c7714abb5ca9664ab992239339af876e0031818f257c2c","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"4d288495dbe6d874a042572ace4f422e65aea5450a4e15b7704f003d4b832ca6","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"energy sources climate change physics\",\"mechanics heat electricity atomic nuclei\",\"fossil fuels renewables nuclear impacts\",\"energy literacy non-calculus physics\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"PHYSICS 115\",\"field\":\"description\",\"quote\":\"Develop basic physics skills to form opinions on energy-related issues\"}],\"text\":\"Forming opinions on energy issues using physics principles\"},{\"evidence\":[{\"course_id\":\"PHYSICS 115\",\"field\":\"description\",\"quote\":\"Apply the physical principles of mechanics, heat, electricity, and atomic nuclei to various energy sources\"}],\"text\":\"Applying mechanics, heat, electricity, and nuclear physics to energy sources\"}],\"summary\":{\"evidence\":[{\"course_id\":\"PHYSICS 115\",\"field\":\"title\",\"quote\":\"ENERGY AND CLIMATE\"},{\"course_id\":\"PHYSICS 115\",\"field\":\"description\",\"quote\":\"Introduction to energy, focusing on energy sources and their impacts on humans and the environment, particularly through climate change.\"}],\"text\":\"ENERGY AND CLIMATE introduces energy sources and their environmental impacts, applying basic physics principles to evaluate energy issues.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"PHYSICS 115\",\"field\":\"description\",\"quote\":\"energy sources and their impacts on humans and the environment, particularly through climate change\"}],\"text\":\"Energy sources and environmental impacts, including climate change\"},{\"evidence\":[{\"course_id\":\"PHYSICS 115\",\"field\":\"description\",\"quote\":\"physical principles of mechanics, heat, electricity, and atomic nuclei\"}],\"text\":\"Mechanics, heat, electricity, and atomic nuclei\"},{\"evidence\":[{\"course_id\":\"PHYSICS 115\",\"field\":\"description\",\"quote\":\"various energy sources (fossil fuels, renewables, and nuclear)\"}],\"text\":\"Fossil fuels, renewables, and nuclear energy\"}]}","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_8f18f98dbf0c944ea0381465","course_id":"PHYSICS 115","catalog_version_id":"165f12e3a63634429ccf259067a5edb7260dbea2098b8feb873faf1d04987bd2","record_version_id":"805f2de64751c59f67c7714abb5ca9664ab992239339af876e0031818f257c2c","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"4d288495dbe6d874a042572ace4f422e65aea5450a4e15b7704f003d4b832ca6","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"The most generous and caring professor I have had here at Madison so far! Puts students first. Class is enjoyable and easy to follow. A great way to satisfy your quant b requirement.\",\"course_id\":\"PHYSICS 115\",\"date\":\"2004-12-06 15:52:11 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"820e728022b6d5ab60ecaf55\",\"instructor_id\":\"rmp:130435\",\"instructor_name\":\"Hakki Ogelman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI5MjI2Nzg=\",\"source_url\":\"https://www.ratemyprofessors.com/professor/130435\"},{\"comment\":\"Great guy, really funny, but I consistantly left his class wondering what the hell he said, without fail.  Take this class!! It was so easy!\",\"course_id\":\"PHYSICS 115\",\"date\":\"2005-07-30 15:21:51 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"df252e801fd395a6e937aa7a\",\"instructor_id\":\"rmp:130435\",\"instructor_name\":\"Hakki Ogelman\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTEwMDc1NDQ4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/130435\"},{\"comment\":\"Well, the full course was not too difficult. 2 midterms and 1 final combine 75%. 15% homework and 10% participation. Participation counts as Top hat in lecture and presence in discussion section. Homework part, you have to write an article response around 200-300 words about energy topic, and every Friday afternoon there is a problem set of 4-5 questions from the book due. These are just basic info about the course. Back to the professor, he is really really boring. He speaks the same tone all the time and makes people want to go to sleep. Lectures are tedious and you really cannot learn too much from the course. There are very detailed questions in midterms on multiple choices, really recommend reading through all the points on the slides which will be posted on learn uw. All in all, he is not the best professor but the course itself is not difficult.\",\"course_id\":\"PHYSICS 115\",\"date\":\"2016-12-02 03:14:09 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"c81375df043a6e2f32792919\",\"instructor_id\":\"rmp:2192498\",\"instructor_name\":\"Justin Vandenbroucke\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTI3MzA5MzA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2192498\"},{\"comment\":\"Super great teacher, material was a bit heavy towards end but super nice guy, willing to work with you!\",\"course_id\":\"PHYSICS 115\",\"date\":\"2021-05-04 19:44:37 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"bd12af0bb8183454279d84b9\",\"instructor_id\":\"rmp:2429264\",\"instructor_name\":\"John Sarff\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0NzAyMjkw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2429264\"}],\"evidence_count\":4,\"review_ids\":[\"820e728022b6d5ab60ecaf55\",\"df252e801fd395a6e937aa7a\",\"c81375df043a6e2f32792919\",\"bd12af0bb8183454279d84b9\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:130435\",\"name\":\"Hakki Ogelman\"},{\"id\":\"rmp:2192498\",\"name\":\"Justin Vandenbroucke\"},{\"id\":\"rmp:2429264\",\"name\":\"John Sarff\"}],\"review_year_end\":\"2021\",\"review_year_start\":\"2004\"},\"sentiment\":\"mixed\",\"summary\":\"Instructors vary significantly; some are engaging and caring, while others are described as boring or unclear.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"If you want a B or above, definitely take this class.  He doesn't give below a B.  If you're looking for an easy A, then you may have found your class too.  There's no final, you get to use a cheat sheet on both of your midterms and you write a paper on whatever topic in physics you want. For me, you could give me the book and I wouldn't get it.\",\"course_id\":\"PHYSICS 115\",\"date\":\"2005-05-16 08:23:06 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"698f8c4049613dfe78b914b1\",\"instructor_id\":\"rmp:130435\",\"instructor_name\":\"Hakki Ogelman\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTM4NjY1NTg=\",\"source_url\":\"https://www.ratemyprofessors.com/professor/130435\"},{\"comment\":\"His 115 is extremely easy if you took physics in high school or before. Classes are boring so I barely go but still get an A easily. :)\",\"course_id\":\"PHYSICS 115\",\"date\":\"2017-12-23 20:58:02 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"c0d258175db681e1d7a283f7\",\"instructor_id\":\"rmp:2192498\",\"instructor_name\":\"Justin Vandenbroucke\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI5MzI2ODQ2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2192498\"},{\"comment\":\"I took this class for the science credit, and it turned out that the class was very maths heavy. The class covered a variety of topics but were not deeply discussed. Professor Sarff did a good job in explaining terms and concepts, and also provided a lot of interesting physical facts. Not hard if you do the homework and go to the discussion.\",\"course_id\":\"PHYSICS 115\",\"date\":\"2019-05-04 21:20:59 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"60fd30bfe720fe7155eca420\",\"instructor_id\":\"rmp:2429264\",\"instructor_name\":\"John Sarff\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTMxNzcwNTgw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2429264\"}],\"evidence_count\":3,\"review_ids\":[\"698f8c4049613dfe78b914b1\",\"c0d258175db681e1d7a283f7\",\"60fd30bfe720fe7155eca420\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:130435\",\"name\":\"Hakki Ogelman\"},{\"id\":\"rmp:2192498\",\"name\":\"Justin Vandenbroucke\"},{\"id\":\"rmp:2429264\",\"name\":\"John Sarff\"}],\"review_year_end\":\"2019\",\"review_year_start\":\"2005\"},\"sentiment\":\"positive\",\"summary\":\"Generally considered easy with manageable homework and no final exam in earlier iterations.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"If you want a B or above, definitely take this class.  He doesn't give below a B.  If you're looking for an easy A, then you may have found your class too.  There's no final, you get to use a cheat sheet on both of your midterms and you write a paper on whatever topic in physics you want. For me, you could give me the book and I wouldn't get it.\",\"course_id\":\"PHYSICS 115\",\"date\":\"2005-05-16 08:23:06 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"698f8c4049613dfe78b914b1\",\"instructor_id\":\"rmp:130435\",\"instructor_name\":\"Hakki Ogelman\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTM4NjY1NTg=\",\"source_url\":\"https://www.ratemyprofessors.com/professor/130435\"},{\"comment\":\"Well, the full course was not too difficult. 2 midterms and 1 final combine 75%. 15% homework and 10% participation. Participation counts as Top hat in lecture and presence in discussion section. Homework part, you have to write an article response around 200-300 words about energy topic, and every Friday afternoon there is a problem set of 4-5 questions from the book due. These are just basic info about the course. Back to the professor, he is really really boring. He speaks the same tone all the time and makes people want to go to sleep. Lectures are tedious and you really cannot learn too much from the course. There are very detailed questions in midterms on multiple choices, really recommend reading through all the points on the slides which will be posted on learn uw. All in all, he is not the best professor but the course itself is not difficult.\",\"course_id\":\"PHYSICS 115\",\"date\":\"2016-12-02 03:14:09 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"c81375df043a6e2f32792919\",\"instructor_id\":\"rmp:2192498\",\"instructor_name\":\"Justin Vandenbroucke\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTI3MzA5MzA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2192498\"},{\"comment\":\"Prof. Sarff taught the material (although somewhat easy) in way so that everyone was interested and understanding. If you're looking to learn in depth, perhaps you should consider a harder class, but for people who want a general, more broad knowledge, this is an excellent option. It is relaxed yet useful. \",\"course_id\":\"PHYSICS 115\",\"date\":\"2023-01-22 22:45:07 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"7893b62ee745b575b8e208af\",\"instructor_id\":\"rmp:2429264\",\"instructor_name\":\"John Sarff\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM3MzY1ODc0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2429264\"}],\"evidence_count\":3,\"review_ids\":[\"698f8c4049613dfe78b914b1\",\"c81375df043a6e2f32792919\",\"7893b62ee745b575b8e208af\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:130435\",\"name\":\"Hakki Ogelman\"},{\"id\":\"rmp:2192498\",\"name\":\"Justin Vandenbroucke\"},{\"id\":\"rmp:2429264\",\"name\":\"John Sarff\"}],\"review_year_end\":\"2023\",\"review_year_start\":\"2005\"},\"sentiment\":\"positive\",\"summary\":\"Assessments are often described as easy, with options for cheat sheets and flexible paper topics.\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_8f18f98dbf0c944ea0381465","course_id":"PHYSICS 115","catalog_version_id":"1c58ee0a87c48e2d2fd9bdc8c6f123f32da6ec07c2da120466992f972790c6b3","record_version_id":"eb419062b156ad65c2ece06d95da1155ea571861a5a741da68fa1af3f5f9b32d","job_id":"enrich-6556a505c10f448d98d02466","output_id":"cb10d2e3c6509b182be9576aecbf2db39970d32681855fb7ff47cce85e9a05ad","section":"requirements","status":"invalid","value_json":null,"candidate_json":"{\"nodes\":[{\"children\":[\"r1\"],\"condition\":null,\"course\":null,\"evidence\":\"Satisfied Quantitative Reasoning (QR) A. Not open to students with credit forPHYSICS 103,201,207, or247.\",\"id\":\"root\",\"kind\":\"all\"},{\"children\":[\"c103\",\"c201\",\"c207\",\"c247\"],\"condition\":\"Not open to students with credit forPHYSICS 103,201,207, or247.\",\"course\":null,\"evidence\":\"Not open to students with credit forPHYSICS 103,201,207, or247.\",\"id\":\"r1\",\"kind\":\"not\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":103,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"PHYSICS 103\",\"id\":\"c103\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":201,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"201\",\"id\":\"c201\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":207,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"207\",\"id\":\"c207\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":247,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"or247\",\"id\":\"c247\",\"kind\":\"course\"}],\"notes\":[\"Missing spaces in source text 'forPHYSICS' and 'or247' preserved in evidence quotes.\",\"'Satisfied Quantitative Reasoning (QR) A' is treated as a global condition; specific QR course codes not listed in linked_courses.\"],\"root\":\"root\",\"status\":\"parsed\"}","error":"Boolean groups require at least two children","model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":false},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_8f18f98dbf0c944ea0381465","course_id":"PHYSICS 115","catalog_version_id":"1c58ee0a87c48e2d2fd9bdc8c6f123f32da6ec07c2da120466992f972790c6b3","record_version_id":"eb419062b156ad65c2ece06d95da1155ea571861a5a741da68fa1af3f5f9b32d","job_id":"enrich-6556a505c10f448d98d02466","output_id":"cb10d2e3c6509b182be9576aecbf2db39970d32681855fb7ff47cce85e9a05ad","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[{\"evidence\":[{\"course_id\":\"PHYSICS 115\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Qualitatively describe and quantitatively analyze the physics behind energy technologies and their impacts, including climate change\",\"source_url\":\"https://guide.wisc.edu/courses/physics/\"},{\"course_id\":\"PHYSICS 115\",\"field\":\"description\",\"quote\":\"Apply the physical principles of mechanics, heat, electricity, and atomic nuclei to various energy sources (fossil fuels, renewables, and nuclear) and their impacts.\",\"source_url\":\"https://guide.wisc.edu/courses/physics/\"}],\"label\":\"data-analysis\"},{\"evidence\":[{\"course_id\":\"PHYSICS 115\",\"field\":\"official_learning_outcomes\",\"outcome_index\":2,\"quote\":\"Critically assess and discuss current issues in energy and climate, and how these issues are reported in the news\",\"source_url\":\"https://guide.wisc.edu/courses/physics/\"}],\"label\":\"writing\"}],\"assumed_background\":[],\"search_phrases\":[\"energy sources and climate change\",\"introductory energy physics\",\"quantitative reasoning in energy\",\"fossil fuels and renewables\",\"nuclear energy physics\",\"environmental impact of energy\",\"energy policy and physics\",\"climate change science\",\"mechanics and heat in energy systems\",\"atomic nuclei and energy production\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"PHYSICS 115\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Qualitatively describe and quantitatively analyze the physics behind energy technologies and their impacts, including climate change\",\"source_url\":\"https://guide.wisc.edu/courses/physics/\"}],\"text\":\"Qualitative description and quantitative analysis of energy technology physics\"},{\"evidence\":[{\"course_id\":\"PHYSICS 115\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Apply foundational physics concepts to solve quantitative problems regarding energy use in society\",\"source_url\":\"https://guide.wisc.edu/courses/physics/\"}],\"text\":\"Application of foundational physics concepts to solve quantitative energy problems\"},{\"evidence\":[{\"course_id\":\"PHYSICS 115\",\"field\":\"official_learning_outcomes\",\"outcome_index\":2,\"quote\":\"Critically assess and discuss current issues in energy and climate, and how these issues are reported in the news\",\"source_url\":\"https://guide.wisc.edu/courses/physics/\"}],\"text\":\"Critical assessment and discussion of current energy and climate issues\"}],\"summary\":{\"evidence\":[{\"course_id\":\"PHYSICS 115\",\"field\":\"title\",\"quote\":\"ENERGY AND CLIMATE\",\"source_url\":\"https://guide.wisc.edu/courses/physics/\"},{\"course_id\":\"PHYSICS 115\",\"field\":\"description\",\"quote\":\"Introduction to energy, focusing on energy sources and their impacts on humans and the environment, particularly through climate change. Develop basic physics skills to form opinions on energy-related issues affecting the world as well as your own use of energy. Apply the physical principles of mechanics, heat, electricity, and atomic nuclei to various energy sources (fossil fuels, renewables, and nuclear) and their impacts.\",\"source_url\":\"https://guide.wisc.edu/courses/physics/\"}],\"text\":\"Introduction to energy sources and environmental impacts, applying mechanics, heat, electricity, and nuclear physics to fossil fuels, renewables, and nuclear energy.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"PHYSICS 115\",\"field\":\"description\",\"quote\":\"Introduction to energy, focusing on energy sources and their impacts on humans and the environment, particularly through climate change.\",\"source_url\":\"https://guide.wisc.edu/courses/physics/\"}],\"text\":\"Energy sources and environmental impacts\"},{\"evidence\":[{\"course_id\":\"PHYSICS 115\",\"field\":\"description\",\"quote\":\"Apply the physical principles of mechanics, heat, electricity, and atomic nuclei to various energy sources (fossil fuels, renewables, and nuclear) and their impacts.\",\"source_url\":\"https://guide.wisc.edu/courses/physics/\"}],\"text\":\"Physics principles: mechanics, heat, electricity, atomic nuclei\"},{\"evidence\":[{\"course_id\":\"PHYSICS 115\",\"field\":\"description\",\"quote\":\"various energy sources (fossil fuels, renewables, and nuclear)\",\"source_url\":\"https://guide.wisc.edu/courses/physics/\"}],\"text\":\"Fossil fuels, renewables, and nuclear energy\"}]}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":false},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_8f18f98dbf0c944ea0381465","course_id":"PHYSICS 115","catalog_version_id":"1c58ee0a87c48e2d2fd9bdc8c6f123f32da6ec07c2da120466992f972790c6b3","record_version_id":"eb419062b156ad65c2ece06d95da1155ea571861a5a741da68fa1af3f5f9b32d","job_id":"enrich-6556a505c10f448d98d02466","output_id":"cb10d2e3c6509b182be9576aecbf2db39970d32681855fb7ff47cce85e9a05ad","section":"student_experience","status":"invalid","value_json":null,"candidate_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"review_ids\":[\"review:9\",\"review:10\",\"review:11\",\"review:12\"],\"sentiment\":\"positive\",\"subject_instructor_id\":\"rmp:2429264\",\"summary\":\"Cited reviews praise John Sarff for clear explanations, engaging teaching style with demos, and approachability in office hours.\"},{\"aspect\":\"workload\",\"review_ids\":[\"review:9\",\"review:12\"],\"sentiment\":\"neutral\",\"subject_instructor_id\":\"rmp:2429264\",\"summary\":\"Reviews note the math/physics is easy to pick up and the material is somewhat easy, though one reviewer mentions it was heavy towards the end.\"},{\"aspect\":\"overall\",\"review_ids\":[\"review:10\",\"review:11\",\"review:12\"],\"sentiment\":\"positive\",\"subject_instructor_id\":\"rmp:2429264\",\"summary\":\"Multiple reviewers describe John Sarff as a great, caring, and helpful professor who makes the class interesting and useful for broad knowledge.\"},{\"aspect\":\"teaching_clarity\",\"review_ids\":[\"review:6\"],\"sentiment\":\"negative\",\"subject_instructor_id\":\"rmp:2192498\",\"summary\":\"One reviewer found Justin Vandenbroucke's lectures tedious and boring, stating they could not learn much from the course despite detailed midterm questions.\"},{\"aspect\":\"overall\",\"review_ids\":[\"review:8\"],\"sentiment\":\"positive\",\"subject_instructor_id\":\"rmp:2192498\",\"summary\":\"A reviewer praises Justin Vandenbroucke for being super caring, helpful in office hours, and supportive of student success.\"}]}","error":"themes[1].summary (workload) must include the exact instructor_name 'John Sarff' for subject_instructor_id 'rmp:2429264'. Keep the claim grounded in its cited reviews.","model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":false},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_8f18f98dbf0c944ea0381465","course_id":"PHYSICS 115","catalog_version_id":"165f12e3a63634429ccf259067a5edb7260dbea2098b8feb873faf1d04987bd2","record_version_id":"805f2de64751c59f67c7714abb5ca9664ab992239339af876e0031818f257c2c","job_id":"enrich-789789da373eecc1ff75f626","output_id":"587031dfc8123ba33f28bad37758de95bc53b086e0697e6682d7335f73ccfec9","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"Satisfied Quantitative Reasoning (QR) A. Not open to students with credit forPHYSICS 103,201,207, or247.\",\"id\":\"root\",\"kind\":\"all\"},{\"children\":[],\"condition\":\"Satisfied Quantitative Reasoning (QR) A.\",\"course\":null,\"evidence\":\"Satisfied Quantitative Reasoning (QR) A.\",\"id\":\"n1\",\"kind\":\"condition\"},{\"children\":[\"n3\"],\"condition\":null,\"course\":null,\"evidence\":\"Not open to students with credit forPHYSICS 103,201,207, or247.\",\"id\":\"n2\",\"kind\":\"not\"},{\"children\":[\"n4\",\"n5\",\"n6\",\"n7\"],\"condition\":null,\"course\":null,\"evidence\":\"PHYSICS 103,201,207, or247\",\"id\":\"n3\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":103,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"PHYSICS 103\",\"id\":\"n4\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":201,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"201\",\"id\":\"n5\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":207,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"207\",\"id\":\"n6\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":247,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"247\",\"id\":\"n7\",\"kind\":\"course\"}],\"notes\":[],\"root\":\"root\",\"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_8f18f98dbf0c944ea0381465","course_id":"PHYSICS 115","catalog_version_id":"165f12e3a63634429ccf259067a5edb7260dbea2098b8feb873faf1d04987bd2","record_version_id":"805f2de64751c59f67c7714abb5ca9664ab992239339af876e0031818f257c2c","job_id":"enrich-789789da373eecc1ff75f626","output_id":"587031dfc8123ba33f28bad37758de95bc53b086e0697e6682d7335f73ccfec9","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"energy sources climate change physics\",\"mechanics heat electricity atomic nuclei\",\"fossil fuels renewables nuclear impacts\",\"energy literacy non-calculus physics\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"PHYSICS 115\",\"field\":\"description\",\"quote\":\"Develop basic physics skills to form opinions on energy-related issues\"}],\"text\":\"Forming opinions on energy issues using physics principles\"},{\"evidence\":[{\"course_id\":\"PHYSICS 115\",\"field\":\"description\",\"quote\":\"Apply the physical principles of mechanics, heat, electricity, and atomic nuclei to various energy sources\"}],\"text\":\"Applying mechanics, heat, electricity, and nuclear physics to energy sources\"}],\"summary\":{\"evidence\":[{\"course_id\":\"PHYSICS 115\",\"field\":\"title\",\"quote\":\"ENERGY AND CLIMATE\"},{\"course_id\":\"PHYSICS 115\",\"field\":\"description\",\"quote\":\"Introduction to energy, focusing on energy sources and their impacts on humans and the environment, particularly through climate change.\"}],\"text\":\"ENERGY AND CLIMATE introduces energy sources and their environmental impacts, applying basic physics principles to evaluate energy issues.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"PHYSICS 115\",\"field\":\"description\",\"quote\":\"energy sources and their impacts on humans and the environment, particularly through climate change\"}],\"text\":\"Energy sources and environmental impacts, including climate change\"},{\"evidence\":[{\"course_id\":\"PHYSICS 115\",\"field\":\"description\",\"quote\":\"physical principles of mechanics, heat, electricity, and atomic nuclei\"}],\"text\":\"Mechanics, heat, electricity, and atomic nuclei\"},{\"evidence\":[{\"course_id\":\"PHYSICS 115\",\"field\":\"description\",\"quote\":\"various energy sources (fossil fuels, renewables, and nuclear)\"}],\"text\":\"Fossil fuels, renewables, and nuclear energy\"}]}","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_8f18f98dbf0c944ea0381465","course_id":"PHYSICS 115","catalog_version_id":"165f12e3a63634429ccf259067a5edb7260dbea2098b8feb873faf1d04987bd2","record_version_id":"805f2de64751c59f67c7714abb5ca9664ab992239339af876e0031818f257c2c","job_id":"enrich-789789da373eecc1ff75f626","output_id":"587031dfc8123ba33f28bad37758de95bc53b086e0697e6682d7335f73ccfec9","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":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_8f18f98dbf0c944ea0381465","course_id":"PHYSICS 115","catalog_version_id":"1c58ee0a87c48e2d2fd9bdc8c6f123f32da6ec07c2da120466992f972790c6b3","record_version_id":"eb419062b156ad65c2ece06d95da1155ea571861a5a741da68fa1af3f5f9b32d","job_id":"enrich-79348710a077dbb34341f483","output_id":"66e20df7350a34a86f97ad95986b155d40fe59bee2248044504a61d4b6580652","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[\"qr_a_condition\",\"excluded_credit_not\"],\"condition\":null,\"course\":null,\"evidence\":\"Satisfied Quantitative Reasoning (QR) A. Not open to students with credit forPHYSICS 103,201,207, or247.\",\"id\":\"root\",\"kind\":\"all\"},{\"children\":[],\"condition\":\"Satisfied Quantitative Reasoning (QR) A.\",\"course\":null,\"evidence\":\"Satisfied Quantitative Reasoning (QR) A.\",\"id\":\"qr_a_condition\",\"kind\":\"condition\"},{\"children\":[\"any_excluded_credit\"],\"condition\":null,\"course\":null,\"evidence\":\"Not open to students with credit forPHYSICS 103,201,207, or247.\",\"id\":\"excluded_credit_not\",\"kind\":\"not\"},{\"children\":[\"physics_103_credit\",\"physics_201_credit\",\"physics_207_credit\",\"physics_247_credit\"],\"condition\":null,\"course\":null,\"evidence\":\"forPHYSICS 103,201,207, or247\",\"id\":\"any_excluded_credit\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":103,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"PHYSICS 103\",\"id\":\"physics_103_credit\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":201,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"201\",\"id\":\"physics_201_credit\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":207,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"207\",\"id\":\"physics_207_credit\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":247,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"or247\",\"id\":\"physics_247_credit\",\"kind\":\"course\"}],\"notes\":[\"Root uses an ALL group with two children: a QR A condition and a NOT exclusion group.\",\"The NOT node has one child, an ANY group, because negation requires one child while the exclusion list contains multiple courses.\",\"'Satisfied Quantitative Reasoning (QR) A' is kept as a condition because no specific QR course numbers are listed in the direct requirements text.\",\"Only the QR A node carries condition text; the NOT and ANY nodes rely on their evidence fields for the exclusion wording.\"],\"root\":\"root\",\"status\":\"parsed\"}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":false},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_8f18f98dbf0c944ea0381465","course_id":"PHYSICS 115","catalog_version_id":"1c58ee0a87c48e2d2fd9bdc8c6f123f32da6ec07c2da120466992f972790c6b3","record_version_id":"eb419062b156ad65c2ece06d95da1155ea571861a5a741da68fa1af3f5f9b32d","job_id":"enrich-79348710a077dbb34341f483","output_id":"66e20df7350a34a86f97ad95986b155d40fe59bee2248044504a61d4b6580652","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[{\"evidence\":[{\"course_id\":\"PHYSICS 115\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Qualitatively describe and quantitatively analyze the physics behind energy technologies and their impacts, including climate change\",\"source_url\":\"https://guide.wisc.edu/courses/physics/\"},{\"course_id\":\"PHYSICS 115\",\"field\":\"description\",\"quote\":\"Apply the physical principles of mechanics, heat, electricity, and atomic nuclei to various energy sources (fossil fuels, renewables, and nuclear) and their impacts.\",\"source_url\":\"https://guide.wisc.edu/courses/physics/\"}],\"label\":\"data-analysis\"},{\"evidence\":[{\"course_id\":\"PHYSICS 115\",\"field\":\"official_learning_outcomes\",\"outcome_index\":2,\"quote\":\"Critically assess and discuss current issues in energy and climate, and how these issues are reported in the news\",\"source_url\":\"https://guide.wisc.edu/courses/physics/\"}],\"label\":\"writing\"}],\"assumed_background\":[],\"search_phrases\":[\"energy sources and climate change\",\"introductory energy physics\",\"quantitative reasoning in energy\",\"fossil fuels and renewables\",\"nuclear energy physics\",\"environmental impact of energy\",\"energy policy and physics\",\"climate change science\",\"mechanics and heat in energy systems\",\"atomic nuclei and energy production\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"PHYSICS 115\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Qualitatively describe and quantitatively analyze the physics behind energy technologies and their impacts, including climate change\",\"source_url\":\"https://guide.wisc.edu/courses/physics/\"}],\"text\":\"Qualitative description and quantitative analysis of energy technology physics\"},{\"evidence\":[{\"course_id\":\"PHYSICS 115\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Apply foundational physics concepts to solve quantitative problems regarding energy use in society\",\"source_url\":\"https://guide.wisc.edu/courses/physics/\"}],\"text\":\"Application of foundational physics concepts to solve quantitative energy problems\"},{\"evidence\":[{\"course_id\":\"PHYSICS 115\",\"field\":\"official_learning_outcomes\",\"outcome_index\":2,\"quote\":\"Critically assess and discuss current issues in energy and climate, and how these issues are reported in the news\",\"source_url\":\"https://guide.wisc.edu/courses/physics/\"}],\"text\":\"Critical assessment and discussion of current energy and climate issues\"}],\"summary\":{\"evidence\":[{\"course_id\":\"PHYSICS 115\",\"field\":\"title\",\"quote\":\"ENERGY AND CLIMATE\",\"source_url\":\"https://guide.wisc.edu/courses/physics/\"},{\"course_id\":\"PHYSICS 115\",\"field\":\"description\",\"quote\":\"Introduction to energy, focusing on energy sources and their impacts on humans and the environment, particularly through climate change. Develop basic physics skills to form opinions on energy-related issues affecting the world as well as your own use of energy. Apply the physical principles of mechanics, heat, electricity, and atomic nuclei to various energy sources (fossil fuels, renewables, and nuclear) and their impacts.\",\"source_url\":\"https://guide.wisc.edu/courses/physics/\"}],\"text\":\"Introduction to energy sources and environmental impacts, applying mechanics, heat, electricity, and nuclear physics to fossil fuels, renewables, and nuclear energy.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"PHYSICS 115\",\"field\":\"description\",\"quote\":\"Introduction to energy, focusing on energy sources and their impacts on humans and the environment, particularly through climate change.\",\"source_url\":\"https://guide.wisc.edu/courses/physics/\"}],\"text\":\"Energy sources and environmental impacts\"},{\"evidence\":[{\"course_id\":\"PHYSICS 115\",\"field\":\"description\",\"quote\":\"Apply the physical principles of mechanics, heat, electricity, and atomic nuclei to various energy sources (fossil fuels, renewables, and nuclear) and their impacts.\",\"source_url\":\"https://guide.wisc.edu/courses/physics/\"}],\"text\":\"Physics principles: mechanics, heat, electricity, atomic nuclei\"},{\"evidence\":[{\"course_id\":\"PHYSICS 115\",\"field\":\"description\",\"quote\":\"various energy sources (fossil fuels, renewables, and nuclear)\",\"source_url\":\"https://guide.wisc.edu/courses/physics/\"}],\"text\":\"Fossil fuels, renewables, and nuclear energy\"}]}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":false},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_8f18f98dbf0c944ea0381465","course_id":"PHYSICS 115","catalog_version_id":"1c58ee0a87c48e2d2fd9bdc8c6f123f32da6ec07c2da120466992f972790c6b3","record_version_id":"eb419062b156ad65c2ece06d95da1155ea571861a5a741da68fa1af3f5f9b32d","job_id":"enrich-79348710a077dbb34341f483","output_id":"66e20df7350a34a86f97ad95986b155d40fe59bee2248044504a61d4b6580652","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"I took this class for the science credit, and it turned out that the class was very maths heavy. The class covered a variety of topics but were not deeply discussed. Professor Sarff did a good job in explaining terms and concepts, and also provided a lot of interesting physical facts. Not hard if you do the homework and go to the discussion.\",\"course_id\":\"PHYSICS 115\",\"date\":\"2019-05-04 21:20:59 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"60fd30bfe720fe7155eca420\",\"instructor_id\":\"rmp:2429264\",\"instructor_name\":\"John Sarff\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTMxNzcwNTgw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2429264\"},{\"comment\":\"Super great teacher, material was a bit heavy towards end but super nice guy, willing to work with you!\",\"course_id\":\"PHYSICS 115\",\"date\":\"2021-05-04 19:44:37 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"bd12af0bb8183454279d84b9\",\"instructor_id\":\"rmp:2429264\",\"instructor_name\":\"John Sarff\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0NzAyMjkw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2429264\"},{\"comment\":\"Prof. Sarff taught the material (although somewhat easy) in way so that everyone was interested and understanding. If you're looking to learn in depth, perhaps you should consider a harder class, but for people who want a general, more broad knowledge, this is an excellent option. It is relaxed yet useful. \",\"course_id\":\"PHYSICS 115\",\"date\":\"2023-01-22 22:45:07 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"7893b62ee745b575b8e208af\",\"instructor_id\":\"rmp:2429264\",\"instructor_name\":\"John Sarff\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM3MzY1ODc0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2429264\"},{\"comment\":\"Really interesting class, good for a broad overview of energy and climate and the math/physics is pretty easy to pick up. He keeps it engaging with demos and relating content to the real world, easy to get feedback from too. \",\"course_id\":\"PHYSICS 115\",\"date\":\"2025-12-16 03:09:21 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"e673fd155f1437be6dbf6b88\",\"instructor_id\":\"rmp:2429264\",\"instructor_name\":\"John Sarff\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQyMjc1NzU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2429264\"}],\"evidence_count\":4,\"review_ids\":[\"60fd30bfe720fe7155eca420\",\"bd12af0bb8183454279d84b9\",\"7893b62ee745b575b8e208af\",\"e673fd155f1437be6dbf6b88\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2429264\",\"name\":\"John Sarff\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2019\"},\"sentiment\":\"positive\",\"subject_instructor_id\":\"rmp:2429264\",\"summary\":\"John Sarff is described as clear, engaging, and approachable, using demos and real-world connections while explaining terms and concepts.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Super great teacher, material was a bit heavy towards end but super nice guy, willing to work with you!\",\"course_id\":\"PHYSICS 115\",\"date\":\"2021-05-04 19:44:37 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"bd12af0bb8183454279d84b9\",\"instructor_id\":\"rmp:2429264\",\"instructor_name\":\"John Sarff\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0NzAyMjkw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2429264\"},{\"comment\":\"Prof. Sarff taught the material (although somewhat easy) in way so that everyone was interested and understanding. If you're looking to learn in depth, perhaps you should consider a harder class, but for people who want a general, more broad knowledge, this is an excellent option. It is relaxed yet useful. \",\"course_id\":\"PHYSICS 115\",\"date\":\"2023-01-22 22:45:07 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"7893b62ee745b575b8e208af\",\"instructor_id\":\"rmp:2429264\",\"instructor_name\":\"John Sarff\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM3MzY1ODc0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2429264\"},{\"comment\":\"Really interesting class, good for a broad overview of energy and climate and the math/physics is pretty easy to pick up. He keeps it engaging with demos and relating content to the real world, easy to get feedback from too. \",\"course_id\":\"PHYSICS 115\",\"date\":\"2025-12-16 03:09:21 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"e673fd155f1437be6dbf6b88\",\"instructor_id\":\"rmp:2429264\",\"instructor_name\":\"John Sarff\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQyMjc1NzU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2429264\"}],\"evidence_count\":3,\"review_ids\":[\"bd12af0bb8183454279d84b9\",\"7893b62ee745b575b8e208af\",\"e673fd155f1437be6dbf6b88\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2429264\",\"name\":\"John Sarff\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2021\"},\"sentiment\":\"neutral\",\"subject_instructor_id\":\"rmp:2429264\",\"summary\":\"In John Sarff's section, the math/physics is easy to pick up and somewhat easy, though one reviewer found the material a bit heavy toward the end.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"Super great teacher, material was a bit heavy towards end but super nice guy, willing to work with you!\",\"course_id\":\"PHYSICS 115\",\"date\":\"2021-05-04 19:44:37 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"bd12af0bb8183454279d84b9\",\"instructor_id\":\"rmp:2429264\",\"instructor_name\":\"John Sarff\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0NzAyMjkw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2429264\"},{\"comment\":\"Prof. Sarff taught the material (although somewhat easy) in way so that everyone was interested and understanding. If you're looking to learn in depth, perhaps you should consider a harder class, but for people who want a general, more broad knowledge, this is an excellent option. It is relaxed yet useful. \",\"course_id\":\"PHYSICS 115\",\"date\":\"2023-01-22 22:45:07 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"7893b62ee745b575b8e208af\",\"instructor_id\":\"rmp:2429264\",\"instructor_name\":\"John Sarff\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM3MzY1ODc0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2429264\"},{\"comment\":\"Really interesting class, good for a broad overview of energy and climate and the math/physics is pretty easy to pick up. He keeps it engaging with demos and relating content to the real world, easy to get feedback from too. \",\"course_id\":\"PHYSICS 115\",\"date\":\"2025-12-16 03:09:21 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"e673fd155f1437be6dbf6b88\",\"instructor_id\":\"rmp:2429264\",\"instructor_name\":\"John Sarff\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQyMjc1NzU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2429264\"}],\"evidence_count\":3,\"review_ids\":[\"bd12af0bb8183454279d84b9\",\"7893b62ee745b575b8e208af\",\"e673fd155f1437be6dbf6b88\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2429264\",\"name\":\"John Sarff\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2021\"},\"sentiment\":\"positive\",\"subject_instructor_id\":\"rmp:2429264\",\"summary\":\"Reviewers describe John Sarff as a great and helpful professor who makes the class interesting, relaxed, and useful for broad knowledge.\"},{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Well, the full course was not too difficult. 2 midterms and 1 final combine 75%. 15% homework and 10% participation. Participation counts as Top hat in lecture and presence in discussion section. Homework part, you have to write an article response around 200-300 words about energy topic, and every Friday afternoon there is a problem set of 4-5 questions from the book due. These are just basic info about the course. Back to the professor, he is really really boring. He speaks the same tone all the time and makes people want to go to sleep. Lectures are tedious and you really cannot learn too much from the course. There are very detailed questions in midterms on multiple choices, really recommend reading through all the points on the slides which will be posted on learn uw. All in all, he is not the best professor but the course itself is not difficult.\",\"course_id\":\"PHYSICS 115\",\"date\":\"2016-12-02 03:14:09 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"c81375df043a6e2f32792919\",\"instructor_id\":\"rmp:2192498\",\"instructor_name\":\"Justin Vandenbroucke\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTI3MzA5MzA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2192498\"}],\"evidence_count\":1,\"review_ids\":[\"c81375df043a6e2f32792919\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2192498\",\"name\":\"Justin Vandenbroucke\"}],\"review_year_end\":\"2016\",\"review_year_start\":\"2016\"},\"sentiment\":\"negative\",\"subject_instructor_id\":\"rmp:2192498\",\"summary\":\"One reviewer found Justin Vandenbroucke's lectures tedious and boring, saying they could not learn much despite detailed multiple-choice midterms.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"Prof. Vandenbrouke is a super great guy and prof. He is super caring about his students and wants them to succeed. I have never taken a physics class before this is the class is a little challenging for me but he has helped me so much. He is super helpful in office hours. Overall, he cares for his students and is a really kinda and aprochable guy!\",\"course_id\":\"PHYSICS 115\",\"date\":\"2018-11-07 14:18:07 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"ecce1665c6a4eda6d0565c32\",\"instructor_id\":\"rmp:2192498\",\"instructor_name\":\"Justin Vandenbroucke\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMwNjc3Mzgy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2192498\"}],\"evidence_count\":1,\"review_ids\":[\"ecce1665c6a4eda6d0565c32\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2192498\",\"name\":\"Justin Vandenbroucke\"}],\"review_year_end\":\"2018\",\"review_year_start\":\"2018\"},\"sentiment\":\"positive\",\"subject_instructor_id\":\"rmp:2192498\",\"summary\":\"A reviewer praises Justin Vandenbroucke for being caring, supportive, and very helpful in office hours, even when the class was challenging.\"}]}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_8f18f98dbf0c944ea0381465","course_id":"PHYSICS 115","catalog_version_id":"165f12e3a63634429ccf259067a5edb7260dbea2098b8feb873faf1d04987bd2","record_version_id":"805f2de64751c59f67c7714abb5ca9664ab992239339af876e0031818f257c2c","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"965d9588afa2bdb1f4967d50f9ce80786552df4c93985354e79c62ca1ff36082","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"Satisfied Quantitative Reasoning (QR) A. Not open to students with credit forPHYSICS 103,201,207, or247.\",\"id\":\"root\",\"kind\":\"all\"},{\"children\":[],\"condition\":\"Satisfied Quantitative Reasoning (QR) A.\",\"course\":null,\"evidence\":\"Satisfied Quantitative Reasoning (QR) A.\",\"id\":\"n1\",\"kind\":\"condition\"},{\"children\":[\"n3\"],\"condition\":null,\"course\":null,\"evidence\":\"Not open to students with credit forPHYSICS 103,201,207, or247.\",\"id\":\"n2\",\"kind\":\"not\"},{\"children\":[\"n4\",\"n5\",\"n6\",\"n7\"],\"condition\":null,\"course\":null,\"evidence\":\"PHYSICS 103,201,207, or247\",\"id\":\"n3\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":103,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"PHYSICS 103\",\"id\":\"n4\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":201,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"201\",\"id\":\"n5\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":207,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"207\",\"id\":\"n6\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":247,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"247\",\"id\":\"n7\",\"kind\":\"course\"}],\"notes\":[],\"root\":\"root\",\"status\":\"parsed\"}","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_8f18f98dbf0c944ea0381465","course_id":"PHYSICS 115","catalog_version_id":"165f12e3a63634429ccf259067a5edb7260dbea2098b8feb873faf1d04987bd2","record_version_id":"805f2de64751c59f67c7714abb5ca9664ab992239339af876e0031818f257c2c","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"965d9588afa2bdb1f4967d50f9ce80786552df4c93985354e79c62ca1ff36082","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"energy sources climate change physics\",\"mechanics heat electricity atomic nuclei\",\"fossil fuels renewables nuclear impacts\",\"energy literacy non-calculus physics\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"PHYSICS 115\",\"field\":\"description\",\"quote\":\"Develop basic physics skills to form opinions on energy-related issues\"}],\"text\":\"Forming opinions on energy issues using physics principles\"},{\"evidence\":[{\"course_id\":\"PHYSICS 115\",\"field\":\"description\",\"quote\":\"Apply the physical principles of mechanics, heat, electricity, and atomic nuclei to various energy sources\"}],\"text\":\"Applying mechanics, heat, electricity, and nuclear physics to energy sources\"}],\"summary\":{\"evidence\":[{\"course_id\":\"PHYSICS 115\",\"field\":\"title\",\"quote\":\"ENERGY AND CLIMATE\"},{\"course_id\":\"PHYSICS 115\",\"field\":\"description\",\"quote\":\"Introduction to energy, focusing on energy sources and their impacts on humans and the environment, particularly through climate change.\"}],\"text\":\"ENERGY AND CLIMATE introduces energy sources and their environmental impacts, applying basic physics principles to evaluate energy issues.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"PHYSICS 115\",\"field\":\"description\",\"quote\":\"energy sources and their impacts on humans and the environment, particularly through climate change\"}],\"text\":\"Energy sources and environmental impacts, including climate change\"},{\"evidence\":[{\"course_id\":\"PHYSICS 115\",\"field\":\"description\",\"quote\":\"physical principles of mechanics, heat, electricity, and atomic nuclei\"}],\"text\":\"Mechanics, heat, electricity, and atomic nuclei\"},{\"evidence\":[{\"course_id\":\"PHYSICS 115\",\"field\":\"description\",\"quote\":\"various energy sources (fossil fuels, renewables, and nuclear)\"}],\"text\":\"Fossil fuels, renewables, and nuclear energy\"}]}","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_8f18f98dbf0c944ea0381465","course_id":"PHYSICS 115","catalog_version_id":"165f12e3a63634429ccf259067a5edb7260dbea2098b8feb873faf1d04987bd2","record_version_id":"805f2de64751c59f67c7714abb5ca9664ab992239339af876e0031818f257c2c","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"965d9588afa2bdb1f4967d50f9ce80786552df4c93985354e79c62ca1ff36082","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"The most generous and caring professor I have had here at Madison so far! Puts students first. Class is enjoyable and easy to follow. A great way to satisfy your quant b requirement.\",\"course_id\":\"PHYSICS 115\",\"date\":\"2004-12-06 15:52:11 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"820e728022b6d5ab60ecaf55\",\"instructor_id\":\"rmp:130435\",\"instructor_name\":\"Hakki Ogelman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI5MjI2Nzg=\",\"source_url\":\"https://www.ratemyprofessors.com/professor/130435\"},{\"comment\":\"Great guy, really funny, but I consistantly left his class wondering what the hell he said, without fail.  Take this class!! It was so easy!\",\"course_id\":\"PHYSICS 115\",\"date\":\"2005-07-30 15:21:51 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"df252e801fd395a6e937aa7a\",\"instructor_id\":\"rmp:130435\",\"instructor_name\":\"Hakki Ogelman\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTEwMDc1NDQ4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/130435\"},{\"comment\":\"Well, the full course was not too difficult. 2 midterms and 1 final combine 75%. 15% homework and 10% participation. Participation counts as Top hat in lecture and presence in discussion section. Homework part, you have to write an article response around 200-300 words about energy topic, and every Friday afternoon there is a problem set of 4-5 questions from the book due. These are just basic info about the course. Back to the professor, he is really really boring. He speaks the same tone all the time and makes people want to go to sleep. Lectures are tedious and you really cannot learn too much from the course. There are very detailed questions in midterms on multiple choices, really recommend reading through all the points on the slides which will be posted on learn uw. All in all, he is not the best professor but the course itself is not difficult.\",\"course_id\":\"PHYSICS 115\",\"date\":\"2016-12-02 03:14:09 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"c81375df043a6e2f32792919\",\"instructor_id\":\"rmp:2192498\",\"instructor_name\":\"Justin Vandenbroucke\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTI3MzA5MzA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2192498\"},{\"comment\":\"Super great teacher, material was a bit heavy towards end but super nice guy, willing to work with you!\",\"course_id\":\"PHYSICS 115\",\"date\":\"2021-05-04 19:44:37 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"bd12af0bb8183454279d84b9\",\"instructor_id\":\"rmp:2429264\",\"instructor_name\":\"John Sarff\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0NzAyMjkw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2429264\"}],\"evidence_count\":4,\"review_ids\":[\"820e728022b6d5ab60ecaf55\",\"df252e801fd395a6e937aa7a\",\"c81375df043a6e2f32792919\",\"bd12af0bb8183454279d84b9\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:130435\",\"name\":\"Hakki Ogelman\"},{\"id\":\"rmp:2192498\",\"name\":\"Justin Vandenbroucke\"},{\"id\":\"rmp:2429264\",\"name\":\"John Sarff\"}],\"review_year_end\":\"2021\",\"review_year_start\":\"2004\"},\"sentiment\":\"mixed\",\"summary\":\"Instructors vary significantly; some are engaging and caring, while others are described as boring or unclear.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"If you want a B or above, definitely take this class.  He doesn't give below a B.  If you're looking for an easy A, then you may have found your class too.  There's no final, you get to use a cheat sheet on both of your midterms and you write a paper on whatever topic in physics you want. For me, you could give me the book and I wouldn't get it.\",\"course_id\":\"PHYSICS 115\",\"date\":\"2005-05-16 08:23:06 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"698f8c4049613dfe78b914b1\",\"instructor_id\":\"rmp:130435\",\"instructor_name\":\"Hakki Ogelman\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTM4NjY1NTg=\",\"source_url\":\"https://www.ratemyprofessors.com/professor/130435\"},{\"comment\":\"His 115 is extremely easy if you took physics in high school or before. Classes are boring so I barely go but still get an A easily. :)\",\"course_id\":\"PHYSICS 115\",\"date\":\"2017-12-23 20:58:02 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"c0d258175db681e1d7a283f7\",\"instructor_id\":\"rmp:2192498\",\"instructor_name\":\"Justin Vandenbroucke\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI5MzI2ODQ2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2192498\"},{\"comment\":\"I took this class for the science credit, and it turned out that the class was very maths heavy. The class covered a variety of topics but were not deeply discussed. Professor Sarff did a good job in explaining terms and concepts, and also provided a lot of interesting physical facts. Not hard if you do the homework and go to the discussion.\",\"course_id\":\"PHYSICS 115\",\"date\":\"2019-05-04 21:20:59 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"60fd30bfe720fe7155eca420\",\"instructor_id\":\"rmp:2429264\",\"instructor_name\":\"John Sarff\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTMxNzcwNTgw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2429264\"}],\"evidence_count\":3,\"review_ids\":[\"698f8c4049613dfe78b914b1\",\"c0d258175db681e1d7a283f7\",\"60fd30bfe720fe7155eca420\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:130435\",\"name\":\"Hakki Ogelman\"},{\"id\":\"rmp:2192498\",\"name\":\"Justin Vandenbroucke\"},{\"id\":\"rmp:2429264\",\"name\":\"John Sarff\"}],\"review_year_end\":\"2019\",\"review_year_start\":\"2005\"},\"sentiment\":\"positive\",\"summary\":\"Generally considered easy with manageable homework and no final exam in earlier iterations.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"If you want a B or above, definitely take this class.  He doesn't give below a B.  If you're looking for an easy A, then you may have found your class too.  There's no final, you get to use a cheat sheet on both of your midterms and you write a paper on whatever topic in physics you want. For me, you could give me the book and I wouldn't get it.\",\"course_id\":\"PHYSICS 115\",\"date\":\"2005-05-16 08:23:06 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"698f8c4049613dfe78b914b1\",\"instructor_id\":\"rmp:130435\",\"instructor_name\":\"Hakki Ogelman\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTM4NjY1NTg=\",\"source_url\":\"https://www.ratemyprofessors.com/professor/130435\"},{\"comment\":\"Well, the full course was not too difficult. 2 midterms and 1 final combine 75%. 15% homework and 10% participation. Participation counts as Top hat in lecture and presence in discussion section. Homework part, you have to write an article response around 200-300 words about energy topic, and every Friday afternoon there is a problem set of 4-5 questions from the book due. These are just basic info about the course. Back to the professor, he is really really boring. He speaks the same tone all the time and makes people want to go to sleep. Lectures are tedious and you really cannot learn too much from the course. There are very detailed questions in midterms on multiple choices, really recommend reading through all the points on the slides which will be posted on learn uw. All in all, he is not the best professor but the course itself is not difficult.\",\"course_id\":\"PHYSICS 115\",\"date\":\"2016-12-02 03:14:09 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"c81375df043a6e2f32792919\",\"instructor_id\":\"rmp:2192498\",\"instructor_name\":\"Justin Vandenbroucke\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTI3MzA5MzA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2192498\"},{\"comment\":\"Prof. Sarff taught the material (although somewhat easy) in way so that everyone was interested and understanding. If you're looking to learn in depth, perhaps you should consider a harder class, but for people who want a general, more broad knowledge, this is an excellent option. It is relaxed yet useful. \",\"course_id\":\"PHYSICS 115\",\"date\":\"2023-01-22 22:45:07 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"7893b62ee745b575b8e208af\",\"instructor_id\":\"rmp:2429264\",\"instructor_name\":\"John Sarff\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM3MzY1ODc0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2429264\"}],\"evidence_count\":3,\"review_ids\":[\"698f8c4049613dfe78b914b1\",\"c81375df043a6e2f32792919\",\"7893b62ee745b575b8e208af\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:130435\",\"name\":\"Hakki Ogelman\"},{\"id\":\"rmp:2192498\",\"name\":\"Justin Vandenbroucke\"},{\"id\":\"rmp:2429264\",\"name\":\"John Sarff\"}],\"review_year_end\":\"2023\",\"review_year_start\":\"2005\"},\"sentiment\":\"positive\",\"summary\":\"Assessments are often described as easy, with options for cheat sheets and flexible paper topics.\"}]}","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_8f18f98dbf0c944ea0381465","course_id":"PHYSICS 115","catalog_version_id":"165f12e3a63634429ccf259067a5edb7260dbea2098b8feb873faf1d04987bd2","record_version_id":"805f2de64751c59f67c7714abb5ca9664ab992239339af876e0031818f257c2c","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"965d9588afa2bdb1f4967d50f9ce80786552df4c93985354e79c62ca1ff36082","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"65240dda807f0d8add98615e8044e1340ec3fd071ad89e6d57ea7a9d80975c67\",\"course_id\":\"PHYSICS 115\",\"current_instructors\":[{\"instructor_uid\":\"instructor_558b2b3cab8e52430247fc85\",\"message\":null,\"name\":\"Justin Vandenbroucke\",\"review_status\":\"supported\",\"rmp_instructor_id\":\"rmp:2192498\",\"summary\":[{\"citations\":[{\"instructor_name\":\"Justin Vandenbroucke\",\"review_date\":\"2016-11-15 20:40:09 +0000 UTC\",\"review_id\":\"b686d8c72d379b89c507149b\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2192498\",\"source_review_id\":\"UmF0aW5nLTI3MTk1MjU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2192498\",\"type\":\"review\"},{\"instructor_name\":\"Justin Vandenbroucke\",\"review_date\":\"2016-12-02 03:14:09 +0000 UTC\",\"review_id\":\"c81375df043a6e2f32792919\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2192498\",\"source_review_id\":\"UmF0aW5nLTI3MzA5MzA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2192498\",\"type\":\"review\"},{\"instructor_name\":\"Justin Vandenbroucke\",\"review_date\":\"2017-12-23 20:58:02 +0000 UTC\",\"review_id\":\"c0d258175db681e1d7a283f7\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2192498\",\"source_review_id\":\"UmF0aW5nLTI5MzI2ODQ2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2192498\",\"type\":\"review\"},{\"instructor_name\":\"Justin Vandenbroucke\",\"review_date\":\"2018-11-07 14:18:07 +0000 UTC\",\"review_id\":\"ecce1665c6a4eda6d0565c32\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2192498\",\"source_review_id\":\"UmF0aW5nLTMwNjc3Mzgy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2192498\",\"type\":\"review\"}],\"text\":\"Justin Vandenbroucke receives mixed reviews regarding his teaching style and course rigor. Some students find him boring and tedious, while others describe him as caring, helpful, and approachable. Workload perceptions vary, with some finding the course easy and others noting increased difficulty.\"},{\"citations\":[{\"course_id\":\"PHYSICS 115\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"source_record\":{\"entity_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 115\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"source_record\":{\"entity_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 115\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"source_record\":{\"entity_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2020: 3.37 GPA, 58.8% A/AB (n=34 letter grades); Fall 2020: 3.31 GPA, 52.8% A/AB (n=36 letter grades); Fall 2021: 3.07 GPA, 47.6% A/AB (n=21 letter grades).\"}]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Justin Vandenbroucke\",\"review_date\":\"2016-11-15 20:40:09 +0000 UTC\",\"review_id\":\"b686d8c72d379b89c507149b\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2192498\",\"source_review_id\":\"UmF0aW5nLTI3MTk1MjU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2192498\",\"type\":\"review\"},{\"instructor_name\":\"Justin Vandenbroucke\",\"review_date\":\"2016-12-02 03:14:09 +0000 UTC\",\"review_id\":\"c81375df043a6e2f32792919\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2192498\",\"source_review_id\":\"UmF0aW5nLTI3MzA5MzA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2192498\",\"type\":\"review\"},{\"instructor_name\":\"Justin Vandenbroucke\",\"review_date\":\"2017-12-23 20:58:02 +0000 UTC\",\"review_id\":\"c0d258175db681e1d7a283f7\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2192498\",\"source_review_id\":\"UmF0aW5nLTI5MzI2ODQ2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2192498\",\"type\":\"review\"}],\"text\":\"Reviewers note increased workload and tedious lectures, though one finds the course easy if they have prior physics background.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"John Sarff\",\"review_date\":\"2019-05-04 21:20:59 +0000 UTC\",\"review_id\":\"60fd30bfe720fe7155eca420\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2429264\",\"source_review_id\":\"UmF0aW5nLTMxNzcwNTgw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2429264\",\"type\":\"review\"},{\"instructor_name\":\"John Sarff\",\"review_date\":\"2021-05-04 19:44:37 +0000 UTC\",\"review_id\":\"bd12af0bb8183454279d84b9\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2429264\",\"source_review_id\":\"UmF0aW5nLTM0NzAyMjkw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2429264\",\"type\":\"review\"},{\"instructor_name\":\"John Sarff\",\"review_date\":\"2023-01-22 22:45:07 +0000 UTC\",\"review_id\":\"7893b62ee745b575b8e208af\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2429264\",\"source_review_id\":\"UmF0aW5nLTM3MzY1ODc0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2429264\",\"type\":\"review\"},{\"instructor_name\":\"John Sarff\",\"review_date\":\"2025-12-16 03:09:21 +0000 UTC\",\"review_id\":\"e673fd155f1437be6dbf6b88\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2429264\",\"source_review_id\":\"UmF0aW5nLTQyMjc1NzU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2429264\",\"type\":\"review\"}],\"text\":\"Historical reviews of John Sarff: John Sarff is described as a great, engaging teacher who makes the material accessible through demos and real-world connections. Reviewers note the class is easy and good for a broad overview, though some find the material heavy at the end. He is praised for being nice and willing to work with students.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Justin Vandenbroucke\",\"review_date\":\"2016-11-15 20:40:09 +0000 UTC\",\"review_id\":\"b686d8c72d379b89c507149b\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2192498\",\"source_review_id\":\"UmF0aW5nLTI3MTk1MjU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2192498\",\"type\":\"review\"},{\"instructor_name\":\"Justin Vandenbroucke\",\"review_date\":\"2016-12-02 03:14:09 +0000 UTC\",\"review_id\":\"c81375df043a6e2f32792919\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2192498\",\"source_review_id\":\"UmF0aW5nLTI3MzA5MzA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2192498\",\"type\":\"review\"},{\"instructor_name\":\"Justin Vandenbroucke\",\"review_date\":\"2017-12-23 20:58:02 +0000 UTC\",\"review_id\":\"c0d258175db681e1d7a283f7\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2192498\",\"source_review_id\":\"UmF0aW5nLTI5MzI2ODQ2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2192498\",\"type\":\"review\"},{\"instructor_name\":\"Justin Vandenbroucke\",\"review_date\":\"2018-11-07 14:18:07 +0000 UTC\",\"review_id\":\"ecce1665c6a4eda6d0565c32\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2192498\",\"source_review_id\":\"UmF0aW5nLTMwNjc3Mzgy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2192498\",\"type\":\"review\"}],\"text\":\"Justin Vandenbroucke's PHYSICS 115 reviews are polarized: some find the course easy with good support, while others describe it as tedious and overly work-intensive.\"},{\"citations\":[{\"course_id\":\"PHYSICS 115\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 115\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 115\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.38 GPA, 64.0% A/AB (n=25 letter grades); Fall 2025: 3.52 GPA, 79.2% A/AB (n=24 letter grades); Spring 2026: 3.79 GPA, 94.1% A/AB (n=17 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Justin Vandenbroucke\",\"review_date\":\"2016-12-02 03:14:09 +0000 UTC\",\"review_id\":\"c81375df043a6e2f32792919\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2192498\",\"source_review_id\":\"UmF0aW5nLTI3MzA5MzA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2192498\",\"type\":\"review\"},{\"instructor_name\":\"Justin Vandenbroucke\",\"review_date\":\"2018-11-07 14:18:07 +0000 UTC\",\"review_id\":\"ecce1665c6a4eda6d0565c32\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2192498\",\"source_review_id\":\"UmF0aW5nLTMwNjc3Mzgy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2192498\",\"type\":\"review\"}],\"text\":\"Students report conflicting experiences: one finds lectures boring and unhelpful, while another praises Vandenbroucke as caring, kind, and helpful in office hours.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"PHYSICS 115\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"source_record\":{\"entity_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1072\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 115\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"source_record\":{\"entity_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1074\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 115\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"source_record\":{\"entity_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1082\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 115\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"source_record\":{\"entity_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1084\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 115\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"source_record\":{\"entity_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1092\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 115\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"source_record\":{\"entity_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1094\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 115\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"source_record\":{\"entity_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1102\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 115\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"source_record\":{\"entity_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1104\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 115\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"source_record\":{\"entity_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 115\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"source_record\":{\"entity_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1114\",\"type\":\"grade\"}],\"text\":\"HAKKI OGELMAN is recorded teaching in Fall 2006, Spring 2007, Fall 2007, Spring 2008, Fall 2008, Spring 2009, Fall 2009, Spring 2010, Fall 2010, Spring 2011. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"PHYSICS 115\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"source_record\":{\"entity_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 115\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"source_record\":{\"entity_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 115\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"source_record\":{\"entity_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 115\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"source_record\":{\"entity_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 115\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"source_record\":{\"entity_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 115\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"source_record\":{\"entity_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 115\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"source_record\":{\"entity_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 115\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"source_record\":{\"entity_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 115\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"source_record\":{\"entity_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 115\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"source_record\":{\"entity_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"JOHN SARFF is recorded teaching in Spring 2019, Fall 2019, Spring 2022, Fall 2022, Fall 2023, Spring 2024, Fall 2024, Spring 2025, Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"PHYSICS 115\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"source_record\":{\"entity_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1144\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 115\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"source_record\":{\"entity_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 115\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"source_record\":{\"entity_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 115\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"source_record\":{\"entity_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 115\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"source_record\":{\"entity_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 115\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"source_record\":{\"entity_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 115\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"source_record\":{\"entity_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 115\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"source_record\":{\"entity_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 115\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"source_record\":{\"entity_id\":\"6b4c8f0a-c1a5-381e-b746-14f696ae9f04\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"}],\"text\":\"JUSTIN VANDENBROUCKE is recorded teaching in Spring 2014, Fall 2016, Fall 2017, Spring 2018, Fall 2018, Fall 2019, Spring 2020, Fall 2020, Fall 2021. 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":false}]