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Motivation, adherence and stress-reduction techniques discussed. Lecture-demonstration concerning effects of exercise and nutrition on health and well-being.\",\"source_url\":\"https://guide.wisc.edu/courses/kines/\"}],\"text\":\"Lecture-demonstration course covering guidelines, assessment methods, and motivation strategies for fitness, nutrition, and stress reduction to support health and well-being.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"KINES 100\",\"field\":\"description\",\"quote\":\"Guidelines and assessment methods for fitness and nutrition.\",\"source_url\":\"https://guide.wisc.edu/courses/kines/\"}],\"text\":\"Fitness and nutrition guidelines and assessment\"},{\"evidence\":[{\"course_id\":\"KINES 100\",\"field\":\"description\",\"quote\":\"Motivation, adherence and stress-reduction techniques discussed.\",\"source_url\":\"https://guide.wisc.edu/courses/kines/\"}],\"text\":\"Motivation, adherence, and stress-reduction techniques\"},{\"evidence\":[{\"course_id\":\"KINES 100\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Identify and explain the scientific principles and concepts of physical activity, nutrition, and positive health behaviors on health outcomes.\",\"source_url\":\"https://guide.wisc.edu/courses/kines/\"}],\"text\":\"Scientific principles of physical activity and health behaviors\"},{\"evidence\":[{\"course_id\":\"KINES 100\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Understand the physiological and psychological benefits of regular physical activity and nutrition.\",\"source_url\":\"https://guide.wisc.edu/courses/kines/\"}],\"text\":\"Physiological and psychological benefits of activity and nutrition\"}]}","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_7ca70362e4dbceec4e864e5e","course_id":"KINES 100","catalog_version_id":"169163e5154817345424433aef81c37aeb322ec91017c10b6ad8bca600cbf45a","record_version_id":"c77abb998810527b09383863a31d29ed2062948badad9531e16026e4d2302d0b","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"5f8113d7fba5f5b2b28fb9bb9fe1727f5de4716e89ee81c8197c486680027324","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Dr. Koltyn's lectures follow the powerpoint directly, which is also posted online. She expands on info with her personal experience, especially including her own research. Very easy to understand, and her section of the test is directly from her slides. \",\"course_id\":\"KINES 100\",\"date\":\"2014-12-10 15:36:24 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"3a959b15eabd92e69d268390\",\"instructor_id\":\"rmp:506440\",\"instructor_name\":\"Kelli Koltyn\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI0MDE5NTY5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/506440\"},{\"comment\":\"She co-teaches this class. Her content on the tests are pretty base level besides needing to know certain researchers. However, she reads directly off of her lecture slides, so going to her lecture is not always necessary. Overall, pretty easy.\",\"course_id\":\"KINES 100\",\"date\":\"2022-12-10 22:25:38 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"9b1568f1b0376c16d7028145\",\"instructor_id\":\"rmp:506440\",\"instructor_name\":\"Kelli Koltyn\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM3MDY3NjQ1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/506440\"}],\"evidence_count\":2,\"review_ids\":[\"3a959b15eabd92e69d268390\",\"9b1568f1b0376c16d7028145\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:506440\",\"name\":\"Kelli Koltyn\"}],\"review_year_end\":\"2022\",\"review_year_start\":\"2014\"},\"sentiment\":\"positive\",\"subject_instructor_id\":\"rmp:506440\",\"summary\":\"Cited reviews praise Kelli Koltyn for clear explanations and note that her test content aligns directly with posted slides.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"be prepared to listen to the same sentence repeated four times using different words. co-taught with carda, hard to stay awake in class. 3 exams make up 85% of your grade. Fail one and you're screwed. NOT and easy science credit :(\",\"course_id\":\"KINES 100\",\"date\":\"2021-12-01 22:19:07 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"17698d16fa5f2ae7a179a948\",\"instructor_id\":\"rmp:506440\",\"instructor_name\":\"Kelli Koltyn\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTM1MzM4ODUx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/506440\"}],\"evidence_count\":1,\"review_ids\":[\"17698d16fa5f2ae7a179a948\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:506440\",\"name\":\"Kelli Koltyn\"}],\"review_year_end\":\"2021\",\"review_year_start\":\"2021\"},\"sentiment\":\"negative\",\"subject_instructor_id\":\"rmp:506440\",\"summary\":\"One reviewer criticizes Kelli Koltyn's section for high exam weight (85% of grade) and repetitive lecture style.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"Dr. Koltyn's lectures follow the powerpoint directly, which is also posted online. She expands on info with her personal experience, especially including her own research. Very easy to understand, and her section of the test is directly from her slides. \",\"course_id\":\"KINES 100\",\"date\":\"2014-12-10 15:36:24 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"3a959b15eabd92e69d268390\",\"instructor_id\":\"rmp:506440\",\"instructor_name\":\"Kelli Koltyn\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI0MDE5NTY5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/506440\"},{\"comment\":\"She co-teaches this class. Her content on the tests are pretty base level besides needing to know certain researchers. However, she reads directly off of her lecture slides, so going to her lecture is not always necessary. 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Fail one and you're screwed. NOT and easy science credit :(\",\"course_id\":\"KINES 100\",\"date\":\"2021-12-01 22:19:07 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"17698d16fa5f2ae7a179a948\",\"instructor_id\":\"rmp:506440\",\"instructor_name\":\"Kelli Koltyn\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTM1MzM4ODUx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/506440\"}],\"evidence_count\":1,\"review_ids\":[\"17698d16fa5f2ae7a179a948\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:506440\",\"name\":\"Kelli Koltyn\"}],\"review_year_end\":\"2021\",\"review_year_start\":\"2021\"},\"sentiment\":\"negative\",\"subject_instructor_id\":\"rmp:506440\",\"summary\":\"One reviewer criticizes Kelli Koltyn's section for high exam weight (85% of grade) and repetitive lecture style.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"Dr. Koltyn's lectures follow the powerpoint directly, which is also posted online. She expands on info with her personal experience, especially including her own research. Very easy to understand, and her section of the test is directly from her slides. \",\"course_id\":\"KINES 100\",\"date\":\"2014-12-10 15:36:24 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"3a959b15eabd92e69d268390\",\"instructor_id\":\"rmp:506440\",\"instructor_name\":\"Kelli Koltyn\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI0MDE5NTY5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/506440\"},{\"comment\":\"She co-teaches this class. Her content on the tests are pretty base level besides needing to know certain researchers. However, she reads directly off of her lecture slides, so going to her lecture is not always necessary. 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Motivation, adherence and stress-reduction techniques discussed.\"}],\"text\":\"Covers guidelines for fitness and nutrition, including motivation, adherence, and stress-reduction techniques.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"KINES 100\",\"field\":\"description\",\"quote\":\"effects of exercise and nutrition on health and well-being\"}],\"text\":\"Effects of exercise and nutrition on health\"},{\"evidence\":[{\"course_id\":\"KINES 100\",\"field\":\"description\",\"quote\":\"Motivation, adherence and stress-reduction techniques\"}],\"text\":\"Motivation and adherence in health behaviors\"}]}","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_7ca70362e4dbceec4e864e5e","course_id":"KINES 100","catalog_version_id":"ac87ed88556d6170b15c277cd9ac287109c95a7c9aead4fd51ad27c2cca3a054","record_version_id":"3b7d174e75a56351e781152b2aa2d843cec8f795435d68fc1bef6fdc733d948a","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"a69576839f728b64b3c458eafe99faf39f67e6bd6bf7c62b099fd6378a36cffb","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Dr. Koltyn's lectures follow the powerpoint directly, which is also posted online. She expands on info with her personal experience, especially including her own research. Very easy to understand, and her section of the test is directly from her slides. \",\"course_id\":\"KINES 100\",\"date\":\"2014-12-10 15:36:24 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"3a959b15eabd92e69d268390\",\"instructor_id\":\"rmp:506440\",\"instructor_name\":\"Kelli Koltyn\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI0MDE5NTY5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/506440\"},{\"comment\":\"be prepared to listen to the same sentence repeated four times using different words. co-taught with carda, hard to stay awake in class. 3 exams make up 85% of your grade. Fail one and you're screwed. NOT and easy science credit :(\",\"course_id\":\"KINES 100\",\"date\":\"2021-12-01 22:19:07 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"17698d16fa5f2ae7a179a948\",\"instructor_id\":\"rmp:506440\",\"instructor_name\":\"Kelli Koltyn\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTM1MzM4ODUx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/506440\"},{\"comment\":\"She co-teaches this class. Her content on the tests are pretty base level besides needing to know certain researchers. However, she reads directly off of her lecture slides, so going to her lecture is not always necessary. Overall, pretty easy.\",\"course_id\":\"KINES 100\",\"date\":\"2022-12-10 22:25:38 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"9b1568f1b0376c16d7028145\",\"instructor_id\":\"rmp:506440\",\"instructor_name\":\"Kelli Koltyn\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM3MDY3NjQ1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/506440\"}],\"evidence_count\":3,\"review_ids\":[\"3a959b15eabd92e69d268390\",\"17698d16fa5f2ae7a179a948\",\"9b1568f1b0376c16d7028145\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:506440\",\"name\":\"Kelli Koltyn\"}],\"review_year_end\":\"2022\",\"review_year_start\":\"2014\"},\"sentiment\":\"mixed\",\"summary\":\"Some students find the lectures easy to understand and directly from slides, while others feel the content is repetitive and hard to stay awake for.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Dr. Koltyn's lectures follow the powerpoint directly, which is also posted online. She expands on info with her personal experience, especially including her own research. Very easy to understand, and her section of the test is directly from her slides. \",\"course_id\":\"KINES 100\",\"date\":\"2014-12-10 15:36:24 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"3a959b15eabd92e69d268390\",\"instructor_id\":\"rmp:506440\",\"instructor_name\":\"Kelli Koltyn\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI0MDE5NTY5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/506440\"},{\"comment\":\"be prepared to listen to the same sentence repeated four times using different words. co-taught with carda, hard to stay awake in class. 3 exams make up 85% of your grade. Fail one and you're screwed. 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She expands on info with her personal experience, especially including her own research. Very easy to understand, and her section of the test is directly from her slides. \",\"course_id\":\"KINES 100\",\"date\":\"2014-12-10 15:36:24 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"3a959b15eabd92e69d268390\",\"instructor_id\":\"rmp:506440\",\"instructor_name\":\"Kelli Koltyn\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI0MDE5NTY5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/506440\"},{\"comment\":\"be prepared to listen to the same sentence repeated four times using different words. co-taught with carda, hard to stay awake in class. 3 exams make up 85% of your grade. Fail one and you're screwed. NOT and easy science credit :(\",\"course_id\":\"KINES 100\",\"date\":\"2021-12-01 22:19:07 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"17698d16fa5f2ae7a179a948\",\"instructor_id\":\"rmp:506440\",\"instructor_name\":\"Kelli Koltyn\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTM1MzM4ODUx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/506440\"},{\"comment\":\"She co-teaches this class. Her content on the tests are pretty base level besides needing to know certain researchers. However, she reads directly off of her lecture slides, so going to her lecture is not always necessary. Overall, pretty easy.\",\"course_id\":\"KINES 100\",\"date\":\"2022-12-10 22:25:38 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"9b1568f1b0376c16d7028145\",\"instructor_id\":\"rmp:506440\",\"instructor_name\":\"Kelli Koltyn\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM3MDY3NjQ1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/506440\"}],\"evidence_count\":3,\"review_ids\":[\"3a959b15eabd92e69d268390\",\"17698d16fa5f2ae7a179a948\",\"9b1568f1b0376c16d7028145\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:506440\",\"name\":\"Kelli Koltyn\"}],\"review_year_end\":\"2022\",\"review_year_start\":\"2014\"},\"sentiment\":\"mixed\",\"summary\":\"Tests are described as base level and directly from slides, but they make up a large portion of the grade (85%), making them critical.\"}]}","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_7ca70362e4dbceec4e864e5e","course_id":"KINES 100","catalog_version_id":"ac87ed88556d6170b15c277cd9ac287109c95a7c9aead4fd51ad27c2cca3a054","record_version_id":"3b7d174e75a56351e781152b2aa2d843cec8f795435d68fc1bef6fdc733d948a","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"a69576839f728b64b3c458eafe99faf39f67e6bd6bf7c62b099fd6378a36cffb","section":"student_summary","status":"invalid","value_json":"{\"context_hash\":\"c674976dd70ede84b73f60f1657bca79b1d3f89641c0f22899443ab1c73525a8\",\"course_id\":\"KINES 100\",\"current_instructors\":[{\"instructor_uid\":\"instructor_6ecfd3fa1abc5bd2821b82a1\",\"message\":\"No course-specific reviews available\",\"name\":\"Erin Mcgowan\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":\"rmp:3125840\",\"summary\":[{\"citations\":[{\"course_id\":\"KINES 100\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"fccdce59-3a95-3836-99e1-9703e7b7da91\",\"source_record\":{\"entity_id\":\"fccdce59-3a95-3836-99e1-9703e7b7da91\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"KINES 100\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"fccdce59-3a95-3836-99e1-9703e7b7da91\",\"source_record\":{\"entity_id\":\"fccdce59-3a95-3836-99e1-9703e7b7da91\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"KINES 100\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"fccdce59-3a95-3836-99e1-9703e7b7da91\",\"source_record\":{\"entity_id\":\"fccdce59-3a95-3836-99e1-9703e7b7da91\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"KINES 100\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"fccdce59-3a95-3836-99e1-9703e7b7da91\",\"source_record\":{\"entity_id\":\"fccdce59-3a95-3836-99e1-9703e7b7da91\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"},{\"course_id\":\"KINES 100\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"fccdce59-3a95-3836-99e1-9703e7b7da91\",\"source_record\":{\"entity_id\":\"fccdce59-3a95-3836-99e1-9703e7b7da91\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.67 GPA, 84.2% A/AB (n=228 letter grades); Fall 2025: 3.77 GPA, 91.1% A/AB (n=190 letter grades); Spring 2026: 3.76 GPA, 89.0% A/AB (n=172 letter grades).\"}]}],\"difficulty_workload\":[],\"errors\":[{\"error\":\"ModelAPIError: Connection error.\",\"instructor_uid\":null,\"mode\":\"history\"},{\"error\":\"ModelAPIError: Connection error.\",\"instructor_uid\":null,\"mode\":\"overview\"}],\"historical_context\":[],\"message\":null,\"offered\":true,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"course_id\":\"KINES 100\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"fccdce59-3a95-3836-99e1-9703e7b7da91\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"KINES 100\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"fccdce59-3a95-3836-99e1-9703e7b7da91\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"KINES 100\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"fccdce59-3a95-3836-99e1-9703e7b7da91\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.67 GPA, 84.2% A/AB (n=228 letter grades); Fall 2025: 3.77 GPA, 91.1% A/AB (n=190 letter grades); Spring 2026: 3.76 GPA, 89.0% A/AB (n=172 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"KINES 100\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"fccdce59-3a95-3836-99e1-9703e7b7da91\",\"source_record\":{\"entity_id\":\"fccdce59-3a95-3836-99e1-9703e7b7da91\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"KINES 100\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"fccdce59-3a95-3836-99e1-9703e7b7da91\",\"source_record\":{\"entity_id\":\"fccdce59-3a95-3836-99e1-9703e7b7da91\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"KINES 100\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"fccdce59-3a95-3836-99e1-9703e7b7da91\",\"source_record\":{\"entity_id\":\"fccdce59-3a95-3836-99e1-9703e7b7da91\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"KINES 100\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"fccdce59-3a95-3836-99e1-9703e7b7da91\",\"source_record\":{\"entity_id\":\"fccdce59-3a95-3836-99e1-9703e7b7da91\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"KINES 100\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"fccdce59-3a95-3836-99e1-9703e7b7da91\",\"source_record\":{\"entity_id\":\"fccdce59-3a95-3836-99e1-9703e7b7da91\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"KINES 100\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"fccdce59-3a95-3836-99e1-9703e7b7da91\",\"source_record\":{\"entity_id\":\"fccdce59-3a95-3836-99e1-9703e7b7da91\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"KINES 100\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"fccdce59-3a95-3836-99e1-9703e7b7da91\",\"source_record\":{\"entity_id\":\"fccdce59-3a95-3836-99e1-9703e7b7da91\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"},{\"course_id\":\"KINES 100\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"fccdce59-3a95-3836-99e1-9703e7b7da91\",\"source_record\":{\"entity_id\":\"fccdce59-3a95-3836-99e1-9703e7b7da91\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"ERIN MCGOWAN is recorded teaching in Fall 2023, Spring 2024, Fall 2024, Spring 2025, Fall 2025, Spring 2026. 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Fall 2025: 3.77 GPA, 91.1% A/AB (n=190 letter grades); Spring 2026: 3.76 GPA, 89.0% A/AB (n=172 letter grades).\"}]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Kelli Koltyn\",\"review_date\":\"2021-12-01 22:19:07 +0000 UTC\",\"review_id\":\"17698d16fa5f2ae7a179a948\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:506440\",\"source_review_id\":\"UmF0aW5nLTM1MzM4ODUx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/506440\",\"type\":\"review\"}],\"text\":\"Historical reviews of Kelli Koltyn: Three exams constitute 85% of the grade, with one failure potentially causing a course failure.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Kelli Koltyn\",\"review_date\":\"2014-12-10 15:36:24 +0000 UTC\",\"review_id\":\"3a959b15eabd92e69d268390\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:506440\",\"source_review_id\":\"UmF0aW5nLTI0MDE5NTY5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/506440\",\"type\":\"review\"},{\"instructor_name\":\"Kelli Koltyn\",\"review_date\":\"2021-12-01 22:19:07 +0000 UTC\",\"review_id\":\"17698d16fa5f2ae7a179a948\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:506440\",\"source_review_id\":\"UmF0aW5nLTM1MzM4ODUx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/506440\",\"type\":\"review\"},{\"instructor_name\":\"Kelli Koltyn\",\"review_date\":\"2022-12-10 22:25:38 +0000 UTC\",\"review_id\":\"9b1568f1b0376c16d7028145\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:506440\",\"source_review_id\":\"UmF0aW5nLTM3MDY3NjQ1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/506440\",\"type\":\"review\"}],\"text\":\"Erin McGowan is the current instructor, but reviews only cover historical instructor Kelli Koltyn. Koltyn co-teaches the course and reads directly from slides, making lectures optional for some students. Her exams are heavily weighted and can be difficult if a single test is failed.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Kelli Koltyn\",\"review_date\":\"2014-12-10 15:36:24 +0000 UTC\",\"review_id\":\"3a959b15eabd92e69d268390\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:506440\",\"source_review_id\":\"UmF0aW5nLTI0MDE5NTY5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/506440\",\"type\":\"review\"},{\"instructor_name\":\"Kelli Koltyn\",\"review_date\":\"2021-12-01 22:19:07 +0000 UTC\",\"review_id\":\"17698d16fa5f2ae7a179a948\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:506440\",\"source_review_id\":\"UmF0aW5nLTM1MzM4ODUx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/506440\",\"type\":\"review\"},{\"instructor_name\":\"Kelli Koltyn\",\"review_date\":\"2022-12-10 22:25:38 +0000 UTC\",\"review_id\":\"9b1568f1b0376c16d7028145\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:506440\",\"source_review_id\":\"UmF0aW5nLTM3MDY3NjQ1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/506440\",\"type\":\"review\"}],\"text\":\"Historical reviews for Kelli Koltyn describe KINES 100 as generally easy, though experiences vary significantly regarding lecture engagement and grading strictness.\"},{\"citations\":[{\"course_id\":\"KINES 100\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"fccdce59-3a95-3836-99e1-9703e7b7da91\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"KINES 100\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"fccdce59-3a95-3836-99e1-9703e7b7da91\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"KINES 100\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"fccdce59-3a95-3836-99e1-9703e7b7da91\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.67 GPA, 84.2% A/AB (n=228 letter grades); Fall 2025: 3.77 GPA, 91.1% A/AB (n=190 letter grades); Spring 2026: 3.76 GPA, 89.0% A/AB (n=172 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Kelli Koltyn\",\"review_date\":\"2014-12-10 15:36:24 +0000 UTC\",\"review_id\":\"3a959b15eabd92e69d268390\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:506440\",\"source_review_id\":\"UmF0aW5nLTI0MDE5NTY5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/506440\",\"type\":\"review\"},{\"instructor_name\":\"Kelli Koltyn\",\"review_date\":\"2022-12-10 22:25:38 +0000 UTC\",\"review_id\":\"9b1568f1b0376c16d7028145\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:506440\",\"source_review_id\":\"UmF0aW5nLTM3MDY3NjQ1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/506440\",\"type\":\"review\"}],\"text\":\"Historical reviews of Kelli Koltyn: Lectures often follow posted slides directly, making attendance optional for some.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"KINES 100\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"fccdce59-3a95-3836-99e1-9703e7b7da91\",\"source_record\":{\"entity_id\":\"fccdce59-3a95-3836-99e1-9703e7b7da91\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"KINES 100\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"fccdce59-3a95-3836-99e1-9703e7b7da91\",\"source_record\":{\"entity_id\":\"fccdce59-3a95-3836-99e1-9703e7b7da91\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"KINES 100\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"fccdce59-3a95-3836-99e1-9703e7b7da91\",\"source_record\":{\"entity_id\":\"fccdce59-3a95-3836-99e1-9703e7b7da91\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"KINES 100\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"fccdce59-3a95-3836-99e1-9703e7b7da91\",\"source_record\":{\"entity_id\":\"fccdce59-3a95-3836-99e1-9703e7b7da91\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"KINES 100\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"fccdce59-3a95-3836-99e1-9703e7b7da91\",\"source_record\":{\"entity_id\":\"fccdce59-3a95-3836-99e1-9703e7b7da91\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"KINES 100\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"fccdce59-3a95-3836-99e1-9703e7b7da91\",\"source_record\":{\"entity_id\":\"fccdce59-3a95-3836-99e1-9703e7b7da91\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"KINES 100\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"fccdce59-3a95-3836-99e1-9703e7b7da91\",\"source_record\":{\"entity_id\":\"fccdce59-3a95-3836-99e1-9703e7b7da91\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"},{\"course_id\":\"KINES 100\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"fccdce59-3a95-3836-99e1-9703e7b7da91\",\"source_record\":{\"entity_id\":\"fccdce59-3a95-3836-99e1-9703e7b7da91\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"ERIN MCGOWAN is recorded teaching in 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\":\"KINES 100\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"fccdce59-3a95-3836-99e1-9703e7b7da91\",\"source_record\":{\"entity_id\":\"fccdce59-3a95-3836-99e1-9703e7b7da91\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"},{\"course_id\":\"KINES 100\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"fccdce59-3a95-3836-99e1-9703e7b7da91\",\"source_record\":{\"entity_id\":\"fccdce59-3a95-3836-99e1-9703e7b7da91\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"KINES 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100\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"fccdce59-3a95-3836-99e1-9703e7b7da91\",\"source_record\":{\"entity_id\":\"fccdce59-3a95-3836-99e1-9703e7b7da91\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"KINES 100\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"fccdce59-3a95-3836-99e1-9703e7b7da91\",\"source_record\":{\"entity_id\":\"fccdce59-3a95-3836-99e1-9703e7b7da91\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"KINES 100\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"fccdce59-3a95-3836-99e1-9703e7b7da91\",\"source_record\":{\"entity_id\":\"fccdce59-3a95-3836-99e1-9703e7b7da91\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"KINES 100\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"fccdce59-3a95-3836-99e1-9703e7b7da91\",\"source_record\":{\"entity_id\":\"fccdce59-3a95-3836-99e1-9703e7b7da91\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"KINES 100\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"fccdce59-3a95-3836-99e1-9703e7b7da91\",\"source_record\":{\"entity_id\":\"fccdce59-3a95-3836-99e1-9703e7b7da91\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"KINES 100\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"fccdce59-3a95-3836-99e1-9703e7b7da91\",\"source_record\":{\"entity_id\":\"fccdce59-3a95-3836-99e1-9703e7b7da91\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"}],\"text\":\"KELLI KOLTYN is recorded teaching in Fall 2014, Fall 2015, Spring 2016, Fall 2016, Spring 2017, Fall 2017, Spring 2018, Fall 2018, Spring 2019, Fall 2019, Spring 2020, Fall 2020, Fall 2021, Spring 2022, Fall 2022, Spring 2023, Fall 2023, Spring 2024. 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}]