[{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_3c64a84a8de25196b895fe0d","course_id":"MATH 113","catalog_version_id":"97f71a460ef53c20b2474f3ac85fb2e7bd0db00a6232fa3554b73e1f60597e5a","record_version_id":"b0e882d3ba3336f2a96c3b080cc17dccc6c73b1401b74e95329c26646b93dc29","job_id":"enrich-2978ec7e9ac23a465ccaacbb","output_id":"14a689f74a57ceaea13c5d5ab328b01aafec547e2bb31066ed820dc1959b2513","section":"requirements","status":"invalid","value_json":null,"candidate_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\",\"n3\"],\"condition\":null,\"course\":null,\"evidence\":\"MATH 112or placement intoMATH 113. Not open to students with credit forMATH 114.\",\"id\":\"n0\",\"kind\":\"all\"},{\"children\":[\"n4\",\"n5\"],\"condition\":null,\"course\":null,\"evidence\":\"MATH 112or placement intoMATH 113\",\"id\":\"n1\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":112,\"minimum_grade\":null,\"subjects\":[\"MATH\"],\"timing\":\"prior\"},\"evidence\":\"MATH 112\",\"id\":\"n2\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"placement intoMATH 113\",\"course\":null,\"evidence\":\"placement intoMATH 113\",\"id\":\"n3\",\"kind\":\"condition\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":112,\"minimum_grade\":null,\"subjects\":[\"MATH\"],\"timing\":\"prior\"},\"evidence\":\"MATH 112\",\"id\":\"n4\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"placement intoMATH 113\",\"course\":null,\"evidence\":\"placement intoMATH 113\",\"id\":\"n5\",\"kind\":\"condition\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":114,\"minimum_grade\":null,\"subjects\":[\"MATH\"],\"timing\":\"unspecified\"},\"evidence\":\"Not open to students with credit forMATH 114\",\"id\":\"n6\",\"kind\":\"not\"}],\"notes\":[\"Missing space in 'MATH 112or' and 'intoMATH 113' in source text.\"],\"root\":\"n0\",\"status\":\"parsed\"}","error":"Unreachable nodes: n6; connect all conditions and exclusions to the root.\nMissing global exclusion 'Not open to students with credit forMATH 114': 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_3c64a84a8de25196b895fe0d","course_id":"MATH 113","catalog_version_id":"97f71a460ef53c20b2474f3ac85fb2e7bd0db00a6232fa3554b73e1f60597e5a","record_version_id":"b0e882d3ba3336f2a96c3b080cc17dccc6c73b1401b74e95329c26646b93dc29","job_id":"enrich-2978ec7e9ac23a465ccaacbb","output_id":"14a689f74a57ceaea13c5d5ab328b01aafec547e2bb31066ed820dc1959b2513","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"MATH 112\",\"field\":\"description\",\"quote\":\"Properties of elementary functions, such as polynomial, absolute value, radical, rational, exponential, and logarithmic functions.\"}],\"text\":\"College Algebra fundamentals including elementary functions and their properties.\"}],\"search_phrases\":[\"trigonometry course\",\"MATH 113 trigonometric functions\",\"precalculus alternative trigonometry\",\"DeMoivre's theorem polar equations\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"MATH 113\",\"field\":\"description\",\"quote\":\"Formulating, analyzing, solving, and interpreting mathematical and real-world problems using trigonometry.\"}],\"text\":\"Formulating, analyzing, solving, and interpreting mathematical and real-world problems using trigonometry.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"MATH 113\",\"field\":\"title\",\"quote\":\"TRIGONOMETRY\"},{\"course_id\":\"MATH 113\",\"field\":\"description\",\"quote\":\"Covers the graphs, properties and geometric significance of trigonometric functions of a real variable.\"}],\"text\":\"MATH 113 TRIGONOMETRY covers graphs, properties, and geometric significance of trigonometric functions, equations, identities, and complex numbers.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"MATH 113\",\"field\":\"description\",\"quote\":\"trigonometric equations and identities\"}],\"text\":\"Trigonometric equations and identities.\"},{\"evidence\":[{\"course_id\":\"MATH 113\",\"field\":\"description\",\"quote\":\"trigonometric form of complex numbers, DeMoivre's theorem\"}],\"text\":\"Trigonometric form of complex numbers and DeMoivre's theorem.\"},{\"evidence\":[{\"course_id\":\"MATH 113\",\"field\":\"description\",\"quote\":\"polar and parametric equations\"}],\"text\":\"Polar and parametric equations.\"}]}","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_3c64a84a8de25196b895fe0d","course_id":"MATH 113","catalog_version_id":"97f71a460ef53c20b2474f3ac85fb2e7bd0db00a6232fa3554b73e1f60597e5a","record_version_id":"b0e882d3ba3336f2a96c3b080cc17dccc6c73b1401b74e95329c26646b93dc29","job_id":"enrich-2978ec7e9ac23a465ccaacbb","output_id":"14a689f74a57ceaea13c5d5ab328b01aafec547e2bb31066ed820dc1959b2513","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_3c64a84a8de25196b895fe0d","course_id":"MATH 113","catalog_version_id":"e9e2154cf65a58b808507a2edbd2d1c4f8b448502267be66e2a0658824aafb64","record_version_id":"47bf19cd19ca2383dd4d476257dd44c6e6eabdc4db96962fbd413612e30fca9a","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"6ec93a6054397f24402a99a4cacabb0845c9ee009c1ec55bbe8f1c47e1bada81","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"any_1\",\"not_root\"],\"condition\":null,\"course\":null,\"evidence\":\"MATH 112or placement intoMATH 113. Not open to students with credit forMATH 114.\",\"id\":\"root_all\",\"kind\":\"all\"},{\"children\":[\"course_math112\",\"cond_placement\"],\"condition\":null,\"course\":null,\"evidence\":\"MATH 112or placement intoMATH 113\",\"id\":\"any_1\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":112,\"minimum_grade\":null,\"subjects\":[\"MATH\"],\"timing\":\"prior\"},\"evidence\":\"MATH 112\",\"id\":\"course_math112\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"placement intoMATH 113\",\"course\":null,\"evidence\":\"placement intoMATH 113\",\"id\":\"cond_placement\",\"kind\":\"condition\"},{\"children\":[\"course_math114\"],\"condition\":null,\"course\":null,\"evidence\":\"Not open to students with credit forMATH 114.\",\"id\":\"not_root\",\"kind\":\"not\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":114,\"minimum_grade\":null,\"subjects\":[\"MATH\"],\"timing\":\"unspecified\"},\"evidence\":\"MATH 114\",\"id\":\"course_math114\",\"kind\":\"course\"}],\"notes\":[\"MATH 114 is treated as a global exclusion, not a prerequisite.\"],\"root\":\"root_all\",\"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_3c64a84a8de25196b895fe0d","course_id":"MATH 113","catalog_version_id":"e9e2154cf65a58b808507a2edbd2d1c4f8b448502267be66e2a0658824aafb64","record_version_id":"47bf19cd19ca2383dd4d476257dd44c6e6eabdc4db96962fbd413612e30fca9a","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"6ec93a6054397f24402a99a4cacabb0845c9ee009c1ec55bbe8f1c47e1bada81","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[],\"assumed_background\":[{\"evidence\":[{\"course_id\":\"MATH 113\",\"field\":\"requirements_text\",\"quote\":\"MATH 112or placement intoMATH 113. Not open to students with credit forMATH 114.\",\"source_url\":\"https://guide.wisc.edu/courses/math/\"}],\"text\":\"MATH 112 or placement into MATH 113\"}],\"search_phrases\":[\"trigonometric functions of a real variable\",\"trigonometric equations and identities\",\"trigonometric form of complex numbers\",\"DeMoivre's theorem\",\"polar and parametric equations\",\"graph trigonometric functions\",\"solve trigonometric equations\",\"unit circle trigonometry\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"MATH 113\",\"field\":\"description\",\"quote\":\"Covers the graphs, properties and geometric significance of trigonometric functions of a real variable.\",\"source_url\":\"https://guide.wisc.edu/courses/math/\"},{\"course_id\":\"MATH 113\",\"field\":\"official_learning_outcomes\",\"outcome_index\":2,\"quote\":\"Graph trigonometric functions using the concepts of amplitude, period, and phase shift.\",\"source_url\":\"https://guide.wisc.edu/courses/math/\"}],\"text\":\"Graphing trigonometric functions using amplitude, period, and phase shift\"},{\"evidence\":[{\"course_id\":\"MATH 113\",\"field\":\"description\",\"quote\":\"Other topics include trigonometric equations and identities, trigonometric form of complex numbers, DeMoivre's theorem, and polar and parametric equations.\",\"source_url\":\"https://guide.wisc.edu/courses/math/\"},{\"course_id\":\"MATH 113\",\"field\":\"official_learning_outcomes\",\"outcome_index\":4,\"quote\":\"Solve equations using factoring, trigonometric identities, and other algebraic techniques.\",\"source_url\":\"https://guide.wisc.edu/courses/math/\"}],\"text\":\"Solving trigonometric equations using identities and algebraic techniques\"},{\"evidence\":[{\"course_id\":\"MATH 113\",\"field\":\"description\",\"quote\":\"Formulating, analyzing, solving, and interpreting mathematical and real-world problems using trigonometry.\",\"source_url\":\"https://guide.wisc.edu/courses/math/\"},{\"course_id\":\"MATH 113\",\"field\":\"official_learning_outcomes\",\"outcome_index\":5,\"quote\":\"Model and analyze real-world problems using trigonometric functions and their properties.\",\"source_url\":\"https://guide.wisc.edu/courses/math/\"}],\"text\":\"Modeling and analyzing real-world problems using trigonometric functions\"},{\"evidence\":[{\"course_id\":\"MATH 113\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Define the sine, cosine, and tangent functions with respect to the unit circle and other geometric objects.\",\"source_url\":\"https://guide.wisc.edu/courses/math/\"}],\"text\":\"Defining sine, cosine, and tangent functions with respect to the unit circle\"},{\"evidence\":[{\"course_id\":\"MATH 113\",\"field\":\"official_learning_outcomes\",\"outcome_index\":6,\"quote\":\"Support solutions and arguments by applying mathematical concepts and reason to justifications.\",\"source_url\":\"https://guide.wisc.edu/courses/math/\"}],\"text\":\"Supporting mathematical solutions and arguments with reasoning\"}],\"summary\":{\"evidence\":[{\"course_id\":\"MATH 113\",\"field\":\"title\",\"quote\":\"TRIGONOMETRY\",\"source_url\":\"https://guide.wisc.edu/courses/math/\"},{\"course_id\":\"MATH 113\",\"field\":\"description\",\"quote\":\"Covers the graphs, properties and geometric significance of trigonometric functions of a real variable. Other topics include trigonometric equations and identities, trigonometric form of complex numbers, DeMoivre's theorem, and polar and parametric equations. Formulating, analyzing, solving, and interpreting mathematical and real-world problems using trigonometry.\",\"source_url\":\"https://guide.wisc.edu/courses/math/\"}],\"text\":\"This course covers the graphs, properties, and geometric significance of trigonometric functions, including equations, identities, complex numbers, and polar/parametric equations.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"MATH 113\",\"field\":\"description\",\"quote\":\"Covers the graphs, properties and geometric significance of trigonometric functions of a real variable.\",\"source_url\":\"https://guide.wisc.edu/courses/math/\"}],\"text\":\"Trigonometric functions of a real variable: graphs, properties, and geometric significance\"},{\"evidence\":[{\"course_id\":\"MATH 113\",\"field\":\"description\",\"quote\":\"Other topics include trigonometric equations and identities, trigonometric form of complex numbers, DeMoivre's theorem, and polar and parametric equations.\",\"source_url\":\"https://guide.wisc.edu/courses/math/\"}],\"text\":\"Trigonometric equations, identities, complex numbers, DeMoivre's theorem, and polar/parametric equations\"},{\"evidence\":[{\"course_id\":\"MATH 113\",\"field\":\"official_learning_outcomes\",\"outcome_index\":3,\"quote\":\"Interpret and graph inverse trigonometric functions using restricted domains.\",\"source_url\":\"https://guide.wisc.edu/courses/math/\"}],\"text\":\"Inverse trigonometric functions and restricted domains\"},{\"evidence\":[{\"course_id\":\"MATH 113\",\"field\":\"description\",\"quote\":\"Formulating, analyzing, solving, and interpreting mathematical and real-world problems using trigonometry.\",\"source_url\":\"https://guide.wisc.edu/courses/math/\"}],\"text\":\"Real-world problem formulation, analysis, and interpretation using trigonometry\"}]}","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_3c64a84a8de25196b895fe0d","course_id":"MATH 113","catalog_version_id":"e9e2154cf65a58b808507a2edbd2d1c4f8b448502267be66e2a0658824aafb64","record_version_id":"47bf19cd19ca2383dd4d476257dd44c6e6eabdc4db96962fbd413612e30fca9a","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"6ec93a6054397f24402a99a4cacabb0845c9ee009c1ec55bbe8f1c47e1bada81","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Diane is honestly the best math instructor I have ever had. She makes everything so easy to understand, and her pace is perfect. She focuses her class on doing group work to ensure that you understand the concepts. Plus, she's an absolute sweetheart.\",\"course_id\":\"MATH 113\",\"date\":\"2014-05-09 00:32:42 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"d1f3331959678cade16c3aa4\",\"instructor_id\":\"rmp:1390092\",\"instructor_name\":\"Diane Rivard\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIzMjA0NzQ4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1390092\"}],\"evidence_count\":1,\"review_ids\":[\"d1f3331959678cade16c3aa4\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1390092\",\"name\":\"Diane Rivard\"}],\"review_year_end\":\"2014\",\"review_year_start\":\"2014\"},\"sentiment\":\"positive\",\"subject_instructor_id\":\"rmp:1390092\",\"summary\":\"Cited reviews praise Diane Rivard for making material easy to understand and maintaining a perfect pace.\"},{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Not only is Professor Kaba really fun, but he is an amazing teacher. English isn't his first language, so you know he's not just throwing words around for the hell of it. If you go to class, take notes, and take practice tests - you will do well in this class. He is also available for office hours and will respect you for taking the time to meet.\",\"course_id\":\"MATH 113\",\"date\":\"2014-09-03 13:19:47 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"001a8c0e597708688462e12b\",\"instructor_id\":\"rmp:1819264\",\"instructor_name\":\"Oumar Kaba\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIzNTczODE3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1819264\"},{\"comment\":\"Professor Kaba is the best math teach I have ever had. If you attend lecture, he presents concepts and gives multiple examples for each. He knew most people's names in our lecture of around 70 people. Very funny guy, and truly cares about the well being of students. I wish I could take another class with him! Definitely recommend. \",\"course_id\":\"MATH 113\",\"date\":\"2015-05-08 13:14:22 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"c82c1aa88e87524c12825930\",\"instructor_id\":\"rmp:1819264\",\"instructor_name\":\"Oumar Kaba\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI0Nzc3NDM4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1819264\"},{\"comment\":\"Professor Kaba is a wonderful instructor and a hilarious person. When he would say \\\"this problem will be on the exam,\\\" he wouldn't mean a similar problem, he literally meant that problem, same numbers and everything. Excellent teacher, definitely recommend.  \",\"course_id\":\"MATH 113\",\"date\":\"2015-05-26 12:35:16 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"727ea5225aa8bc4a0f9c4c82\",\"instructor_id\":\"rmp:1819264\",\"instructor_name\":\"Oumar Kaba\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI0OTAyNDMy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1819264\"}],\"evidence_count\":3,\"review_ids\":[\"001a8c0e597708688462e12b\",\"c82c1aa88e87524c12825930\",\"727ea5225aa8bc4a0f9c4c82\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1819264\",\"name\":\"Oumar Kaba\"}],\"review_year_end\":\"2015\",\"review_year_start\":\"2014\"},\"sentiment\":\"positive\",\"subject_instructor_id\":\"rmp:1819264\",\"summary\":\"Cited reviews recommend Oumar Kaba for presenting concepts clearly, providing multiple examples, and being an engaging teacher.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"Love Karen! Had group quizzes every Tuesday and individual quizzes every Thursday. Class is very easy if you pay attention and utilize the practice quizzes and exams. Karen really cares about her students and would even make extra practice to help her students further prepare. She even held zoom review sessions the night before an exam. \",\"course_id\":\"MATH 113\",\"date\":\"2022-12-26 21:37:16 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"9bd6f7603d0e6124b84ad74a\",\"instructor_id\":\"rmp:2830811\",\"instructor_name\":\"Karen Duffy\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM3MjQ2NDY1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2830811\"},{\"comment\":\"Really great at helping us understand material, kind, and fair grader\",\"course_id\":\"MATH 113\",\"date\":\"2023-05-12 01:38:37 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"ff8d20a126f47b3240ab0a31\",\"instructor_id\":\"rmp:2830811\",\"instructor_name\":\"Karen Duffy\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM3OTA0MTA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2830811\"},{\"comment\":\"She is awesome! I was struggling with a lot throughout the semester, and she opened past homework assignments up for me, and whenever I needed to meet to talk through something I didn't understand she would hop on right away!\",\"course_id\":\"MATH 113\",\"date\":\"2024-04-23 23:51:57 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"4c569e6e72652efcba212821\",\"instructor_id\":\"rmp:2830811\",\"instructor_name\":\"Karen Duffy\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM5MjQ0ODY4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2830811\"}],\"evidence_count\":3,\"review_ids\":[\"9bd6f7603d0e6124b84ad74a\",\"ff8d20a126f47b3240ab0a31\",\"4c569e6e72652efcba212821\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2830811\",\"name\":\"Karen Duffy\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2022\"},\"sentiment\":\"positive\",\"subject_instructor_id\":\"rmp:2830811\",\"summary\":\"Cited reviews describe Karen Duffy as an amazing professor who is helpful, fair, and provides extra practice materials.\"},{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"OMG, this man was the worst professor ever.  I'm not sure if he was ever taught the American system of mathematics, but his way of teaching is horrible!!  He can't teach well, he had no practice exams (which will probably change now), has no review sessions, can't really speak English, and somehow he is head of his department!!!  Good luck with him\",\"course_id\":\"MATH 113\",\"date\":\"2005-12-26 11:12:20 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"473f8b651901d63fb73f711e\",\"instructor_id\":\"rmp:517842\",\"instructor_name\":\"Xianghong Gong\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTExMjYwNTE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/517842\"},{\"comment\":\"He's easily the worst math teacher I've ever had. It's obvious the entire class has no idea what's he saying when he's talking, and half the time he doesn't even address the class, he just mumbles to himself and writes on the board. DO NOT take a class with him unless you're desperate and willing to do a lot of work.\",\"course_id\":\"MATH 113\",\"date\":\"2008-04-08 17:03:26 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"b8aced3dfab6ceea280dd479\",\"instructor_id\":\"rmp:517842\",\"instructor_name\":\"Xianghong Gong\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTE0MjYwNTkw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/517842\"}],\"evidence_count\":2,\"review_ids\":[\"473f8b651901d63fb73f711e\",\"b8aced3dfab6ceea280dd479\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:517842\",\"name\":\"Xianghong Gong\"}],\"review_year_end\":\"2008\",\"review_year_start\":\"2005\"},\"sentiment\":\"negative\",\"subject_instructor_id\":\"rmp:517842\",\"summary\":\"Cited reviews criticize Xianghong Gong for poor teaching clarity, stating that the class has no idea what he is saying.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"Homework is mandatory, but it's not graded. There are 4 exams with only 10 questions and you can drop the lowest grade. There is a curve, but you don't find out about it until the 2nd exam. She recommends studying via lectures, homework problems, and book questions, but the study materials are not reflective of the exam. Not a great class...\",\"course_id\":\"MATH 113\",\"date\":\"2021-04-22 05:16:44 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"54a395c705e3583db873be22\",\"instructor_id\":\"rmp:251369\",\"instructor_name\":\"Eugenia Malitsky\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM0NTk4MzIy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/251369\"}],\"evidence_count\":1,\"review_ids\":[\"54a395c705e3583db873be22\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:251369\",\"name\":\"Eugenia Malitsky\"}],\"review_year_end\":\"2021\",\"review_year_start\":\"2021\"},\"sentiment\":\"negative\",\"subject_instructor_id\":\"rmp:251369\",\"summary\":\"Cited reviews note that Eugenia Malitsky's study materials are not reflective of the exam difficulty.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Billy Jackson moves through material very fast and isnt a very understanding professor. Your grades are based solely off homework and exams, there are no quizzes to practice the concepts before they are weighted more heavily. No matter how many reviews or office hours you go to, Dr. Jackson will not be understanding of your struggles in his class.\",\"course_id\":\"MATH 113\",\"date\":\"2021-12-28 17:35:22 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"f1a0400fcdb2c06570677b6e\",\"instructor_id\":\"rmp:2733332\",\"instructor_name\":\"Billy Jackson\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM1NjY3NjA2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2733332\"},{\"comment\":\"This class was really hard for me. The way the lectures were set up was very odd and I wasnt able to learn very well with his teaching style. The homework was online and sometimes super long and had things on it that I didnt see during the class lesson and had to teach myself. The exams were more straight forward than the homework though.\",\"course_id\":\"MATH 113\",\"date\":\"2022-06-21 18:56:17 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"8debfb5448c2f100ef702836\",\"instructor_id\":\"rmp:2733332\",\"instructor_name\":\"Billy Jackson\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM2NDc4ODIz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2733332\"}],\"evidence_count\":2,\"review_ids\":[\"f1a0400fcdb2c06570677b6e\",\"8debfb5448c2f100ef702836\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2733332\",\"name\":\"Billy Jackson\"}],\"review_year_end\":\"2022\",\"review_year_start\":\"2021\"},\"sentiment\":\"negative\",\"subject_instructor_id\":\"rmp:2733332\",\"summary\":\"Cited reviews state that Billy Jackson moves through material very fast and that homework can be long and tedious.\"}]}","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_3c64a84a8de25196b895fe0d","course_id":"MATH 113","catalog_version_id":"e9e2154cf65a58b808507a2edbd2d1c4f8b448502267be66e2a0658824aafb64","record_version_id":"47bf19cd19ca2383dd4d476257dd44c6e6eabdc4db96962fbd413612e30fca9a","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"6ec93a6054397f24402a99a4cacabb0845c9ee009c1ec55bbe8f1c47e1bada81","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"14f7708b4d5a75c3d4eb241838ae1c9b99ff659ff3802db65d96d94a2ea76d4e\",\"course_id\":\"MATH 113\",\"current_instructors\":[{\"instructor_uid\":\"instructor_9f55555fec5d66c355332cbd\",\"message\":null,\"name\":\"Eugenia Malitsky\",\"review_status\":\"supported\",\"rmp_instructor_id\":\"rmp:251369\",\"summary\":[{\"citations\":[{\"instructor_name\":\"Eugenia Malitsky\",\"review_date\":\"2014-10-23 17:39:31 +0000 UTC\",\"review_id\":\"89fa144c1ea9b883956efdc9\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:251369\",\"source_review_id\":\"UmF0aW5nLTIzNjg4NDAy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/251369\",\"type\":\"review\"},{\"instructor_name\":\"Eugenia Malitsky\",\"review_date\":\"2018-01-07 15:28:18 +0000 UTC\",\"review_id\":\"4d6fc38935d81bebf79843dd\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:251369\",\"source_review_id\":\"UmF0aW5nLTI5NDA1MTA1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/251369\",\"type\":\"review\"},{\"instructor_name\":\"Eugenia Malitsky\",\"review_date\":\"2021-05-05 22:01:49 +0000 UTC\",\"review_id\":\"a36715006cf382451dd84a1d\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:251369\",\"source_review_id\":\"UmF0aW5nLTM0NzE1ODIw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/251369\",\"type\":\"review\"},{\"instructor_name\":\"Eugenia Malitsky\",\"review_date\":\"2024-05-06 17:42:15 +0000 UTC\",\"review_id\":\"5cb36b7391d6c085342994fd\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:251369\",\"source_review_id\":\"UmF0aW5nLTM5Mzc4NzYy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/251369\",\"type\":\"review\"},{\"instructor_name\":\"Eugenia Malitsky\",\"review_date\":\"2024-12-21 02:09:57 +0000 UTC\",\"review_id\":\"8223b27e793103b3ccad979f\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:251369\",\"source_review_id\":\"UmF0aW5nLTQwNDAzNzgx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/251369\",\"type\":\"review\"}],\"evidence_scope\":\"past_student_reviews\",\"text\":\"Eugenia Malitsky's lectures were often described as boring and verbatim from the textbook, though she explained concepts simply and was helpful in office hours. Attendance was mandatory due to weekly quizzes, and students noted that exams were predictable if they did the homework and attended class.\"},{\"citations\":[{\"course_id\":\"MATH 113\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":5,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":6,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":7,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":3,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":5,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":7,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":3,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":4,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":5,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.25 GPA, 55.8% A/AB (n=165 letter grades); Fall 2025: 3.24 GPA, 58.9% A/AB (n=141 letter grades); Spring 2026: 3.44 GPA, 70.2% A/AB (n=161 letter grades).\"}]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Eugenia Malitsky\",\"review_date\":\"2024-05-06 17:42:15 +0000 UTC\",\"review_id\":\"5cb36b7391d6c085342994fd\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:251369\",\"source_review_id\":\"UmF0aW5nLTM5Mzc4NzYy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/251369\",\"type\":\"review\"}],\"evidence_scope\":\"past_student_reviews\",\"text\":\"Attendance was mandatory due to weekly quizzes, with three dropped. Lectures were problem-heavy, and exam preparation materials were identical to the actual exams.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Karen Duffy\",\"review_date\":\"2022-12-26 21:37:16 +0000 UTC\",\"review_id\":\"9bd6f7603d0e6124b84ad74a\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2830811\",\"source_review_id\":\"UmF0aW5nLTM3MjQ2NDY1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2830811\",\"type\":\"review\"},{\"instructor_name\":\"Karen Duffy\",\"review_date\":\"2024-05-09 21:26:23 +0000 UTC\",\"review_id\":\"a42a57da1b4c1355128b9981\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2830811\",\"source_review_id\":\"UmF0aW5nLTM5NDIzNTEw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2830811\",\"type\":\"review\"}],\"evidence_scope\":\"past_student_reviews\",\"text\":\"Karen Duffy explained concepts clearly and wrote out processes on the board, which helped students understand answers. She held group quizzes on Tuesdays and individual quizzes on Thursdays, and provided extra practice and review sessions before exams. Students found the class manageable if they utilized these resources.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"3f5110430805ccdd533c0c072df62d68a8a5f5441c4530bbdb15d419a199a09c\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Eugenia Malitsky\",\"review_date\":\"2024-12-21 02:09:57 +0000 UTC\",\"review_id\":\"8223b27e793103b3ccad979f\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:251369\",\"source_review_id\":\"UmF0aW5nLTQwNDAzNzgx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/251369\",\"type\":\"review\"}],\"evidence_scope\":\"past_student_reviews\",\"text\":\"Students described the course as straightforward, noting that Malitsky explained concepts simply and prepared them well for exams through homework and attendance.\"},{\"citations\":[{\"course_id\":\"MATH 113\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.28 GPA, 57.3% A/AB (n=281 letter grades); Fall 2025: 3.29 GPA, 63.4% A/AB (n=309 letter grades); Spring 2026: 3.39 GPA, 68.6% A/AB (n=264 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Eugenia Malitsky\",\"review_date\":\"2014-10-23 17:39:31 +0000 UTC\",\"review_id\":\"89fa144c1ea9b883956efdc9\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:251369\",\"source_review_id\":\"UmF0aW5nLTIzNjg4NDAy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/251369\",\"type\":\"review\"}],\"evidence_scope\":\"past_student_reviews\",\"text\":\"One student found the lectures boring because Malitsky read from the textbook verbatim, making attendance feel unnecessary outside of exam preparation.\"}],\"task_hash\":\"9dea82ef7f2113a5605c1c6030c4f9b19967eb742cc93a78268fb92357d29f5c\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"MATH 113\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":4,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":5,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":4,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":5,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":6,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"}],\"text\":\"BILLY JACKSON is recorded teaching in Fall 2021, Fall 2022. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH 113\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":4,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1144\",\"type\":\"grade\"}],\"text\":\"DIANE RIVARD is recorded teaching in Spring 2014. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH 113\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1154\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1154\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":3,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":3,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":3,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":3,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":3,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":4,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":3,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":3,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":3,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":4,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":5,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":6,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":3,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":3,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":5,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":6,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":7,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":3,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":5,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":7,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":3,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":4,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":5,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"EUGENIA MALITSKY is recorded teaching in Fall 2014, Spring 2015, Fall 2015, Spring 2016, Fall 2016, Spring 2017, Fall 2017, Spring 2018, Fall 2018, Spring 2019, Fall 2019, Spring 2020, Fall 2020, Spring 2022, Fall 2022, Spring 2023, 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\":\"MATH 113\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":6,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":4,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":6,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"}],\"text\":\"KAREN DUFFY is recorded teaching in Fall 2022, Fall 2023, Spring 2024. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH 113\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1094\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":4,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1094\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":8,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1094\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":6,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1102\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":7,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1102\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1104\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":4,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1104\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":6,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":7,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":11,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":8,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1114\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":10,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1114\",\"type\":\"grade\"}],\"text\":\"MEGHAN DE WITT is recorded teaching in 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\":\"MATH 113\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":3,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1122\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1124\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":3,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1132\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":4,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1134\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":7,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1142\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1144\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":3,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1154\",\"type\":\"grade\"}],\"text\":\"OUMAR KABA is recorded teaching in Fall 2011, Spring 2012, Fall 2012, Spring 2013, Fall 2013, Spring 2014, Spring 2015. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH 113\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":4,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":4,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"}],\"text\":\"RAHUL MAHAJAN is recorded teaching in Fall 2022, Spring 2023. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH 113\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":17,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1084\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":3,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":5,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":6,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":7,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":9,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":11,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"}],\"text\":\"XIANGHONG GONG is recorded teaching in Spring 2008, Fall 2010. 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_3c64a84a8de25196b895fe0d","course_id":"MATH 113","catalog_version_id":"97f71a460ef53c20b2474f3ac85fb2e7bd0db00a6232fa3554b73e1f60597e5a","record_version_id":"b0e882d3ba3336f2a96c3b080cc17dccc6c73b1401b74e95329c26646b93dc29","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"dab40f0fa4bd76a3dfc13cd04728ba32040d9f9ce3663b4987281f62446455fa","section":"requirements","status":"invalid","value_json":null,"candidate_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"MATH 112or placement intoMATH 113. Not open to students with credit forMATH 114.\",\"id\":\"n0\",\"kind\":\"all\"},{\"children\":[\"n3\",\"n4\"],\"condition\":null,\"course\":null,\"evidence\":\"MATH 112or placement intoMATH 113\",\"id\":\"n1\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":112,\"minimum_grade\":null,\"subjects\":[\"MATH\"],\"timing\":\"prior\"},\"evidence\":\"MATH 112\",\"id\":\"n2\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"placement intoMATH 113\",\"course\":null,\"evidence\":\"placement intoMATH 113\",\"id\":\"n3\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"Not open to students with credit forMATH 114\",\"course\":null,\"evidence\":\"Not open to students with credit forMATH 114\",\"id\":\"n4\",\"kind\":\"not\"}],\"notes\":[\"Missing space in 'MATH 112or' and 'intoMATH 113' in source text.\"],\"root\":\"n0\",\"status\":\"parsed\"}","error":"Missing global exclusion 'Not open to students with credit forMATH 114': 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_3c64a84a8de25196b895fe0d","course_id":"MATH 113","catalog_version_id":"97f71a460ef53c20b2474f3ac85fb2e7bd0db00a6232fa3554b73e1f60597e5a","record_version_id":"b0e882d3ba3336f2a96c3b080cc17dccc6c73b1401b74e95329c26646b93dc29","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"dab40f0fa4bd76a3dfc13cd04728ba32040d9f9ce3663b4987281f62446455fa","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"MATH 112\",\"field\":\"description\",\"quote\":\"Properties of elementary functions, such as polynomial, absolute value, radical, rational, exponential, and logarithmic functions.\"}],\"text\":\"College Algebra fundamentals including elementary functions and their properties.\"}],\"search_phrases\":[\"trigonometry course\",\"MATH 113 trigonometric functions\",\"precalculus alternative trigonometry\",\"DeMoivre's theorem polar equations\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"MATH 113\",\"field\":\"description\",\"quote\":\"Formulating, analyzing, solving, and interpreting mathematical and real-world problems using trigonometry.\"}],\"text\":\"Formulating, analyzing, solving, and interpreting mathematical and real-world problems using trigonometry.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"MATH 113\",\"field\":\"title\",\"quote\":\"TRIGONOMETRY\"},{\"course_id\":\"MATH 113\",\"field\":\"description\",\"quote\":\"Covers the graphs, properties and geometric significance of trigonometric functions of a real variable.\"}],\"text\":\"MATH 113 TRIGONOMETRY covers graphs, properties, and geometric significance of trigonometric functions, equations, identities, and complex numbers.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"MATH 113\",\"field\":\"description\",\"quote\":\"trigonometric equations and identities\"}],\"text\":\"Trigonometric equations and identities.\"},{\"evidence\":[{\"course_id\":\"MATH 113\",\"field\":\"description\",\"quote\":\"trigonometric form of complex numbers, DeMoivre's theorem\"}],\"text\":\"Trigonometric form of complex numbers and DeMoivre's theorem.\"},{\"evidence\":[{\"course_id\":\"MATH 113\",\"field\":\"description\",\"quote\":\"polar and parametric equations\"}],\"text\":\"Polar and parametric equations.\"}]}","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_3c64a84a8de25196b895fe0d","course_id":"MATH 113","catalog_version_id":"97f71a460ef53c20b2474f3ac85fb2e7bd0db00a6232fa3554b73e1f60597e5a","record_version_id":"b0e882d3ba3336f2a96c3b080cc17dccc6c73b1401b74e95329c26646b93dc29","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"dab40f0fa4bd76a3dfc13cd04728ba32040d9f9ce3663b4987281f62446455fa","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_3c64a84a8de25196b895fe0d","course_id":"MATH 113","catalog_version_id":"97f71a460ef53c20b2474f3ac85fb2e7bd0db00a6232fa3554b73e1f60597e5a","record_version_id":"b0e882d3ba3336f2a96c3b080cc17dccc6c73b1401b74e95329c26646b93dc29","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"f976e627763c4cee4746357ed99a52ba4e1114779c3b8318f03353555fda8388","section":"requirements","status":"invalid","value_json":null,"candidate_json":"{\"nodes\":[{\"children\":[\"req_1\",\"req_2\"],\"condition\":null,\"course\":null,\"evidence\":\"MATH 112or placement intoMATH 113. Not open to students with credit forMATH 114.\",\"id\":\"req_root\",\"kind\":\"all\"},{\"children\":[\"req_1a\",\"req_1b\"],\"condition\":null,\"course\":null,\"evidence\":\"MATH 112or placement intoMATH 113.\",\"id\":\"req_1\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":112,\"minimum_grade\":null,\"subjects\":[\"MATH\"],\"timing\":\"prior\"},\"evidence\":\"MATH 112or placement intoMATH 113.\",\"id\":\"req_1a\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"placement into MATH 113\",\"course\":null,\"evidence\":\"MATH 112or placement intoMATH 113.\",\"id\":\"req_1b\",\"kind\":\"condition\"},{\"children\":[\"req_2a\"],\"condition\":null,\"course\":null,\"evidence\":\"Not open to students with credit forMATH 114.\",\"id\":\"req_2\",\"kind\":\"not\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":114,\"minimum_grade\":null,\"subjects\":[\"MATH\"],\"timing\":\"prior\"},\"evidence\":\"Not open to students with credit forMATH 114.\",\"id\":\"req_2a\",\"kind\":\"course\"}],\"notes\":[],\"root\":\"req_root\",\"status\":\"parsed\"}","error":"Node req_1b: condition 'placement into MATH 113' must be a nonempty literal source substring. Its evidence is 'MATH 112or placement intoMATH 113.'; copy the relevant source clause into condition, without adding or removing a negation or standing qualifier.","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_3c64a84a8de25196b895fe0d","course_id":"MATH 113","catalog_version_id":"97f71a460ef53c20b2474f3ac85fb2e7bd0db00a6232fa3554b73e1f60597e5a","record_version_id":"b0e882d3ba3336f2a96c3b080cc17dccc6c73b1401b74e95329c26646b93dc29","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"f976e627763c4cee4746357ed99a52ba4e1114779c3b8318f03353555fda8388","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"MATH 112\",\"field\":\"description\",\"quote\":\"Properties of elementary functions, such as polynomial, absolute value, radical, rational, exponential, and logarithmic functions.\"}],\"text\":\"College Algebra fundamentals including elementary functions and their properties.\"}],\"search_phrases\":[\"trigonometry course\",\"MATH 113 trigonometric functions\",\"precalculus alternative trigonometry\",\"DeMoivre's theorem polar equations\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"MATH 113\",\"field\":\"description\",\"quote\":\"Formulating, analyzing, solving, and interpreting mathematical and real-world problems using trigonometry.\"}],\"text\":\"Formulating, analyzing, solving, and interpreting mathematical and real-world problems using trigonometry.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"MATH 113\",\"field\":\"title\",\"quote\":\"TRIGONOMETRY\"},{\"course_id\":\"MATH 113\",\"field\":\"description\",\"quote\":\"Covers the graphs, properties and geometric significance of trigonometric functions of a real variable.\"}],\"text\":\"MATH 113 TRIGONOMETRY covers graphs, properties, and geometric significance of trigonometric functions, equations, identities, and complex numbers.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"MATH 113\",\"field\":\"description\",\"quote\":\"trigonometric equations and identities\"}],\"text\":\"Trigonometric equations and identities.\"},{\"evidence\":[{\"course_id\":\"MATH 113\",\"field\":\"description\",\"quote\":\"trigonometric form of complex numbers, DeMoivre's theorem\"}],\"text\":\"Trigonometric form of complex numbers and DeMoivre's theorem.\"},{\"evidence\":[{\"course_id\":\"MATH 113\",\"field\":\"description\",\"quote\":\"polar and parametric equations\"}],\"text\":\"Polar and parametric equations.\"}]}","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_3c64a84a8de25196b895fe0d","course_id":"MATH 113","catalog_version_id":"97f71a460ef53c20b2474f3ac85fb2e7bd0db00a6232fa3554b73e1f60597e5a","record_version_id":"b0e882d3ba3336f2a96c3b080cc17dccc6c73b1401b74e95329c26646b93dc29","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"f976e627763c4cee4746357ed99a52ba4e1114779c3b8318f03353555fda8388","section":"student_experience","status":"invalid","value_json":null,"candidate_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"review_ids\":[\"b9067ba0a5b519c4e1618c71\",\"d1f3331959678cade16c3aa4\",\"001a8c0e597708688462e12b\",\"7b3a14166fd04748f549bb82\",\"66c49590961873561ece8876\",\"473f8b651901d63fb73f711e\",\"3e4b74ef616a19b847a99729\",\"c7c3dceea5c164cf6c262902\",\"292be77d088091531652f257\"],\"sentiment\":\"mixed\",\"summary\":\"Teaching styles vary significantly. Some professors are praised for clarity and helpfulness, while others are criticized for being confusing, mumbling, or having strong accents that hinder understanding.\"},{\"aspect\":\"difficulty\",\"review_ids\":[\"7b3a14166fd04748f549bb82\",\"66c49590961873561ece8876\",\"57db6f604c900f97c1c7b287\",\"473f8b651901d63fb73f711e\",\"e4a8b7b238434acb75fd33e7\",\"b8aced3dfab6ceea280dd479\",\"3e4b74ef616a19b847a99729\",\"54a395c705e3583db873be22\",\"112a3019aa77b9e8ab735776\",\"f1a0400fcdb2c06570677b6e\",\"8debfb5448c2f100ef702836\",\"d2026ff51f4b2ae674808903\"],\"sentiment\":\"negative\",\"summary\":\"The course is frequently described as very difficult, with exams often considered harder than homework or lectures. Some students feel the difficulty is disproportionate for a 2-credit class.\"},{\"aspect\":\"assessment\",\"review_ids\":[\"c960bca045ab25f1d0da4429\",\"b9067ba0a5b519c4e1618c71\",\"d1f3331959678cade16c3aa4\",\"001a8c0e597708688462e12b\",\"727ea5225aa8bc4a0f9c4c82\",\"54a395c705e3583db873be22\",\"9bd6f7603d0e6124b84ad74a\",\"ff8d20a126f47b3240ab0a31\",\"4c569e6e72652efcba212821\",\"a42a57da1b4c1355128b9981\"],\"sentiment\":\"mixed\",\"summary\":\"Assessment methods vary. Some professors offer curves, drop-lowest-grade policies, and helpful practice exams. Others are criticized for tricky exams that don't reflect homework or lectures.\"},{\"aspect\":\"workload\",\"review_ids\":[\"e4a8b7b238434acb75fd33e7\",\"54a395c705e3583db873be22\",\"d2026ff51f4b2ae674808903\",\"292be77d088091531652f257\",\"89fa144c1ea9b883956efdc9\"],\"sentiment\":\"mixed\",\"summary\":\"Workload expectations vary. Some students find homework long and tedious, while others find it manageable. Attendance is sometimes mandatory.\"},{\"aspect\":\"organization\",\"review_ids\":[\"473f8b651901d63fb73f711e\",\"89fa144c1ea9b883956efdc9\",\"c7c3dceea5c164cf6c262902\",\"292be77d088091531652f257\",\"9bd6f7603d0e6124b84ad74a\",\"ff8d20a126f47b3240ab0a31\"],\"sentiment\":\"mixed\",\"summary\":\"Course organization is inconsistent. Some professors provide clear structure and resources, while others are described as disorganized or reading directly from the book.\"}]}","error":"themes.1.aspect: 'difficulty' is not one of ['workload', 'organization', 'assessment', 'teaching_clarity', 'projects', 'overall']","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_3c64a84a8de25196b895fe0d","course_id":"MATH 113","catalog_version_id":"e9e2154cf65a58b808507a2edbd2d1c4f8b448502267be66e2a0658824aafb64","record_version_id":"47bf19cd19ca2383dd4d476257dd44c6e6eabdc4db96962fbd413612e30fca9a","job_id":"enrich-6556a505c10f448d98d02466","output_id":"d1ac04e23f59576341cebf51ccd8c069d76f51eb2ed98d87415b5c3de62fc995","section":"requirements","status":"invalid","value_json":null,"candidate_json":"{\"nodes\":[{\"children\":[\"any_1\"],\"condition\":null,\"course\":null,\"evidence\":\"MATH 112or placement intoMATH 113. Not open to students with credit forMATH 114.\",\"id\":\"root_all\",\"kind\":\"all\"},{\"children\":[\"course_math112\",\"cond_placement\"],\"condition\":null,\"course\":null,\"evidence\":\"MATH 112or placement intoMATH 113\",\"id\":\"any_1\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":112,\"minimum_grade\":null,\"subjects\":[\"MATH\"],\"timing\":\"prior\"},\"evidence\":\"MATH 112\",\"id\":\"course_math112\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"placement intoMATH 113\",\"course\":null,\"evidence\":\"placement intoMATH 113\",\"id\":\"cond_placement\",\"kind\":\"condition\"},{\"children\":[\"not_any_credit\"],\"condition\":null,\"course\":null,\"evidence\":\"Not open to students with credit forMATH 114.\",\"id\":\"not_root\",\"kind\":\"not\"},{\"children\":[\"course_math114\"],\"condition\":null,\"course\":null,\"evidence\":\"credit forMATH 114\",\"id\":\"not_any_credit\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":114,\"minimum_grade\":null,\"subjects\":[\"MATH\"],\"timing\":\"unspecified\"},\"evidence\":\"MATH 114\",\"id\":\"course_math114\",\"kind\":\"course\"}],\"notes\":[],\"root\":\"root_all\",\"status\":\"parsed\"}","error":"Unreachable nodes: course_math114, not_any_credit, not_root; connect all conditions and exclusions to the root.\nMissing global exclusion 'Not open to students with credit forMATH 114': use a not node under the root all (or root not), with the full exclusion as evidence, applying to every eligibility alternative.","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_3c64a84a8de25196b895fe0d","course_id":"MATH 113","catalog_version_id":"e9e2154cf65a58b808507a2edbd2d1c4f8b448502267be66e2a0658824aafb64","record_version_id":"47bf19cd19ca2383dd4d476257dd44c6e6eabdc4db96962fbd413612e30fca9a","job_id":"enrich-6556a505c10f448d98d02466","output_id":"d1ac04e23f59576341cebf51ccd8c069d76f51eb2ed98d87415b5c3de62fc995","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[],\"assumed_background\":[{\"evidence\":[{\"course_id\":\"MATH 113\",\"field\":\"requirements_text\",\"quote\":\"MATH 112or placement intoMATH 113. Not open to students with credit forMATH 114.\",\"source_url\":\"https://guide.wisc.edu/courses/math/\"}],\"text\":\"MATH 112 or placement into MATH 113\"}],\"search_phrases\":[\"trigonometric functions of a real variable\",\"trigonometric equations and identities\",\"trigonometric form of complex numbers\",\"DeMoivre's theorem\",\"polar and parametric equations\",\"graph trigonometric functions\",\"solve trigonometric equations\",\"unit circle trigonometry\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"MATH 113\",\"field\":\"description\",\"quote\":\"Covers the graphs, properties and geometric significance of trigonometric functions of a real variable.\",\"source_url\":\"https://guide.wisc.edu/courses/math/\"},{\"course_id\":\"MATH 113\",\"field\":\"official_learning_outcomes\",\"outcome_index\":2,\"quote\":\"Graph trigonometric functions using the concepts of amplitude, period, and phase shift.\",\"source_url\":\"https://guide.wisc.edu/courses/math/\"}],\"text\":\"Graphing trigonometric functions using amplitude, period, and phase shift\"},{\"evidence\":[{\"course_id\":\"MATH 113\",\"field\":\"description\",\"quote\":\"Other topics include trigonometric equations and identities, trigonometric form of complex numbers, DeMoivre's theorem, and polar and parametric equations.\",\"source_url\":\"https://guide.wisc.edu/courses/math/\"},{\"course_id\":\"MATH 113\",\"field\":\"official_learning_outcomes\",\"outcome_index\":4,\"quote\":\"Solve equations using factoring, trigonometric identities, and other algebraic techniques.\",\"source_url\":\"https://guide.wisc.edu/courses/math/\"}],\"text\":\"Solving trigonometric equations using identities and algebraic techniques\"},{\"evidence\":[{\"course_id\":\"MATH 113\",\"field\":\"description\",\"quote\":\"Formulating, analyzing, solving, and interpreting mathematical and real-world problems using trigonometry.\",\"source_url\":\"https://guide.wisc.edu/courses/math/\"},{\"course_id\":\"MATH 113\",\"field\":\"official_learning_outcomes\",\"outcome_index\":5,\"quote\":\"Model and analyze real-world problems using trigonometric functions and their properties.\",\"source_url\":\"https://guide.wisc.edu/courses/math/\"}],\"text\":\"Modeling and analyzing real-world problems using trigonometric functions\"},{\"evidence\":[{\"course_id\":\"MATH 113\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Define the sine, cosine, and tangent functions with respect to the unit circle and other geometric objects.\",\"source_url\":\"https://guide.wisc.edu/courses/math/\"}],\"text\":\"Defining sine, cosine, and tangent functions with respect to the unit circle\"},{\"evidence\":[{\"course_id\":\"MATH 113\",\"field\":\"official_learning_outcomes\",\"outcome_index\":6,\"quote\":\"Support solutions and arguments by applying mathematical concepts and reason to justifications.\",\"source_url\":\"https://guide.wisc.edu/courses/math/\"}],\"text\":\"Supporting mathematical solutions and arguments with reasoning\"}],\"summary\":{\"evidence\":[{\"course_id\":\"MATH 113\",\"field\":\"title\",\"quote\":\"TRIGONOMETRY\",\"source_url\":\"https://guide.wisc.edu/courses/math/\"},{\"course_id\":\"MATH 113\",\"field\":\"description\",\"quote\":\"Covers the graphs, properties and geometric significance of trigonometric functions of a real variable. Other topics include trigonometric equations and identities, trigonometric form of complex numbers, DeMoivre's theorem, and polar and parametric equations. Formulating, analyzing, solving, and interpreting mathematical and real-world problems using trigonometry.\",\"source_url\":\"https://guide.wisc.edu/courses/math/\"}],\"text\":\"This course covers the graphs, properties, and geometric significance of trigonometric functions, including equations, identities, complex numbers, and polar/parametric equations.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"MATH 113\",\"field\":\"description\",\"quote\":\"Covers the graphs, properties and geometric significance of trigonometric functions of a real variable.\",\"source_url\":\"https://guide.wisc.edu/courses/math/\"}],\"text\":\"Trigonometric functions of a real variable: graphs, properties, and geometric significance\"},{\"evidence\":[{\"course_id\":\"MATH 113\",\"field\":\"description\",\"quote\":\"Other topics include trigonometric equations and identities, trigonometric form of complex numbers, DeMoivre's theorem, and polar and parametric equations.\",\"source_url\":\"https://guide.wisc.edu/courses/math/\"}],\"text\":\"Trigonometric equations, identities, complex numbers, DeMoivre's theorem, and polar/parametric equations\"},{\"evidence\":[{\"course_id\":\"MATH 113\",\"field\":\"official_learning_outcomes\",\"outcome_index\":3,\"quote\":\"Interpret and graph inverse trigonometric functions using restricted domains.\",\"source_url\":\"https://guide.wisc.edu/courses/math/\"}],\"text\":\"Inverse trigonometric functions and restricted domains\"},{\"evidence\":[{\"course_id\":\"MATH 113\",\"field\":\"description\",\"quote\":\"Formulating, analyzing, solving, and interpreting mathematical and real-world problems using trigonometry.\",\"source_url\":\"https://guide.wisc.edu/courses/math/\"}],\"text\":\"Real-world problem formulation, analysis, and interpretation using trigonometry\"}]}","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_3c64a84a8de25196b895fe0d","course_id":"MATH 113","catalog_version_id":"e9e2154cf65a58b808507a2edbd2d1c4f8b448502267be66e2a0658824aafb64","record_version_id":"47bf19cd19ca2383dd4d476257dd44c6e6eabdc4db96962fbd413612e30fca9a","job_id":"enrich-6556a505c10f448d98d02466","output_id":"d1ac04e23f59576341cebf51ccd8c069d76f51eb2ed98d87415b5c3de62fc995","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Diane is honestly the best math instructor I have ever had. She makes everything so easy to understand, and her pace is perfect. She focuses her class on doing group work to ensure that you understand the concepts. Plus, she's an absolute sweetheart.\",\"course_id\":\"MATH 113\",\"date\":\"2014-05-09 00:32:42 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"d1f3331959678cade16c3aa4\",\"instructor_id\":\"rmp:1390092\",\"instructor_name\":\"Diane Rivard\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIzMjA0NzQ4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1390092\"}],\"evidence_count\":1,\"review_ids\":[\"d1f3331959678cade16c3aa4\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1390092\",\"name\":\"Diane Rivard\"}],\"review_year_end\":\"2014\",\"review_year_start\":\"2014\"},\"sentiment\":\"positive\",\"subject_instructor_id\":\"rmp:1390092\",\"summary\":\"Cited reviews praise Diane Rivard for making material easy to understand and maintaining a perfect pace.\"},{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Not only is Professor Kaba really fun, but he is an amazing teacher. English isn't his first language, so you know he's not just throwing words around for the hell of it. If you go to class, take notes, and take practice tests - you will do well in this class. He is also available for office hours and will respect you for taking the time to meet.\",\"course_id\":\"MATH 113\",\"date\":\"2014-09-03 13:19:47 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"001a8c0e597708688462e12b\",\"instructor_id\":\"rmp:1819264\",\"instructor_name\":\"Oumar Kaba\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIzNTczODE3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1819264\"},{\"comment\":\"Professor Kaba is the best math teach I have ever had. If you attend lecture, he presents concepts and gives multiple examples for each. He knew most people's names in our lecture of around 70 people. Very funny guy, and truly cares about the well being of students. I wish I could take another class with him! Definitely recommend. \",\"course_id\":\"MATH 113\",\"date\":\"2015-05-08 13:14:22 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"c82c1aa88e87524c12825930\",\"instructor_id\":\"rmp:1819264\",\"instructor_name\":\"Oumar Kaba\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI0Nzc3NDM4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1819264\"},{\"comment\":\"Professor Kaba is a wonderful instructor and a hilarious person. When he would say \\\"this problem will be on the exam,\\\" he wouldn't mean a similar problem, he literally meant that problem, same numbers and everything. Excellent teacher, definitely recommend.  \",\"course_id\":\"MATH 113\",\"date\":\"2015-05-26 12:35:16 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"727ea5225aa8bc4a0f9c4c82\",\"instructor_id\":\"rmp:1819264\",\"instructor_name\":\"Oumar Kaba\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI0OTAyNDMy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1819264\"}],\"evidence_count\":3,\"review_ids\":[\"001a8c0e597708688462e12b\",\"c82c1aa88e87524c12825930\",\"727ea5225aa8bc4a0f9c4c82\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1819264\",\"name\":\"Oumar Kaba\"}],\"review_year_end\":\"2015\",\"review_year_start\":\"2014\"},\"sentiment\":\"positive\",\"subject_instructor_id\":\"rmp:1819264\",\"summary\":\"Cited reviews recommend Oumar Kaba for presenting concepts clearly, providing multiple examples, and being an engaging teacher.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"Love Karen! Had group quizzes every Tuesday and individual quizzes every Thursday. Class is very easy if you pay attention and utilize the practice quizzes and exams. Karen really cares about her students and would even make extra practice to help her students further prepare. She even held zoom review sessions the night before an exam. \",\"course_id\":\"MATH 113\",\"date\":\"2022-12-26 21:37:16 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"9bd6f7603d0e6124b84ad74a\",\"instructor_id\":\"rmp:2830811\",\"instructor_name\":\"Karen Duffy\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM3MjQ2NDY1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2830811\"},{\"comment\":\"Really great at helping us understand material, kind, and fair grader\",\"course_id\":\"MATH 113\",\"date\":\"2023-05-12 01:38:37 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"ff8d20a126f47b3240ab0a31\",\"instructor_id\":\"rmp:2830811\",\"instructor_name\":\"Karen Duffy\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM3OTA0MTA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2830811\"},{\"comment\":\"She is awesome! I was struggling with a lot throughout the semester, and she opened past homework assignments up for me, and whenever I needed to meet to talk through something I didn't understand she would hop on right away!\",\"course_id\":\"MATH 113\",\"date\":\"2024-04-23 23:51:57 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"4c569e6e72652efcba212821\",\"instructor_id\":\"rmp:2830811\",\"instructor_name\":\"Karen Duffy\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM5MjQ0ODY4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2830811\"}],\"evidence_count\":3,\"review_ids\":[\"9bd6f7603d0e6124b84ad74a\",\"ff8d20a126f47b3240ab0a31\",\"4c569e6e72652efcba212821\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2830811\",\"name\":\"Karen Duffy\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2022\"},\"sentiment\":\"positive\",\"subject_instructor_id\":\"rmp:2830811\",\"summary\":\"Cited reviews describe Karen Duffy as an amazing professor who is helpful, fair, and provides extra practice materials.\"},{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"OMG, this man was the worst professor ever.  I'm not sure if he was ever taught the American system of mathematics, but his way of teaching is horrible!!  He can't teach well, he had no practice exams (which will probably change now), has no review sessions, can't really speak English, and somehow he is head of his department!!!  Good luck with him\",\"course_id\":\"MATH 113\",\"date\":\"2005-12-26 11:12:20 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"473f8b651901d63fb73f711e\",\"instructor_id\":\"rmp:517842\",\"instructor_name\":\"Xianghong Gong\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTExMjYwNTE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/517842\"},{\"comment\":\"He's easily the worst math teacher I've ever had. It's obvious the entire class has no idea what's he saying when he's talking, and half the time he doesn't even address the class, he just mumbles to himself and writes on the board. DO NOT take a class with him unless you're desperate and willing to do a lot of work.\",\"course_id\":\"MATH 113\",\"date\":\"2008-04-08 17:03:26 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"b8aced3dfab6ceea280dd479\",\"instructor_id\":\"rmp:517842\",\"instructor_name\":\"Xianghong Gong\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTE0MjYwNTkw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/517842\"}],\"evidence_count\":2,\"review_ids\":[\"473f8b651901d63fb73f711e\",\"b8aced3dfab6ceea280dd479\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:517842\",\"name\":\"Xianghong Gong\"}],\"review_year_end\":\"2008\",\"review_year_start\":\"2005\"},\"sentiment\":\"negative\",\"subject_instructor_id\":\"rmp:517842\",\"summary\":\"Cited reviews criticize Xianghong Gong for poor teaching clarity, stating that the class has no idea what he is saying.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"Homework is mandatory, but it's not graded. There are 4 exams with only 10 questions and you can drop the lowest grade. There is a curve, but you don't find out about it until the 2nd exam. She recommends studying via lectures, homework problems, and book questions, but the study materials are not reflective of the exam. Not a great class...\",\"course_id\":\"MATH 113\",\"date\":\"2021-04-22 05:16:44 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"54a395c705e3583db873be22\",\"instructor_id\":\"rmp:251369\",\"instructor_name\":\"Eugenia Malitsky\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM0NTk4MzIy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/251369\"}],\"evidence_count\":1,\"review_ids\":[\"54a395c705e3583db873be22\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:251369\",\"name\":\"Eugenia Malitsky\"}],\"review_year_end\":\"2021\",\"review_year_start\":\"2021\"},\"sentiment\":\"negative\",\"subject_instructor_id\":\"rmp:251369\",\"summary\":\"Cited reviews note that Eugenia Malitsky's study materials are not reflective of the exam difficulty.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Billy Jackson moves through material very fast and isnt a very understanding professor. Your grades are based solely off homework and exams, there are no quizzes to practice the concepts before they are weighted more heavily. No matter how many reviews or office hours you go to, Dr. Jackson will not be understanding of your struggles in his class.\",\"course_id\":\"MATH 113\",\"date\":\"2021-12-28 17:35:22 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"f1a0400fcdb2c06570677b6e\",\"instructor_id\":\"rmp:2733332\",\"instructor_name\":\"Billy Jackson\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM1NjY3NjA2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2733332\"},{\"comment\":\"This class was really hard for me. The way the lectures were set up was very odd and I wasnt able to learn very well with his teaching style. The homework was online and sometimes super long and had things on it that I didnt see during the class lesson and had to teach myself. The exams were more straight forward than the homework though.\",\"course_id\":\"MATH 113\",\"date\":\"2022-06-21 18:56:17 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"8debfb5448c2f100ef702836\",\"instructor_id\":\"rmp:2733332\",\"instructor_name\":\"Billy Jackson\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM2NDc4ODIz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2733332\"}],\"evidence_count\":2,\"review_ids\":[\"f1a0400fcdb2c06570677b6e\",\"8debfb5448c2f100ef702836\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2733332\",\"name\":\"Billy Jackson\"}],\"review_year_end\":\"2022\",\"review_year_start\":\"2021\"},\"sentiment\":\"negative\",\"subject_instructor_id\":\"rmp:2733332\",\"summary\":\"Cited reviews state that Billy Jackson moves through material very fast and that homework can be long and tedious.\"}]}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":false},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_3c64a84a8de25196b895fe0d","course_id":"MATH 113","catalog_version_id":"97f71a460ef53c20b2474f3ac85fb2e7bd0db00a6232fa3554b73e1f60597e5a","record_version_id":"b0e882d3ba3336f2a96c3b080cc17dccc6c73b1401b74e95329c26646b93dc29","job_id":"enrich-789789da373eecc1ff75f626","output_id":"7b80e6b4a93a3de53da4739e6b683055164839028f23e443046a9fe47aaa6d74","section":"requirements","status":"invalid","value_json":null,"candidate_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"MATH 112or placement intoMATH 113. Not open to students with credit forMATH 114.\",\"id\":\"n0\",\"kind\":\"all\"},{\"children\":[\"n3\",\"n4\"],\"condition\":null,\"course\":null,\"evidence\":\"MATH 112or placement intoMATH 113\",\"id\":\"n1\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":112,\"minimum_grade\":null,\"subjects\":[\"MATH\"],\"timing\":\"prior\"},\"evidence\":\"MATH 112\",\"id\":\"n2\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"placement intoMATH 113\",\"course\":null,\"evidence\":\"placement intoMATH 113\",\"id\":\"n3\",\"kind\":\"condition\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":114,\"minimum_grade\":null,\"subjects\":[\"MATH\"],\"timing\":\"unspecified\"},\"evidence\":\"Not open to students with credit forMATH 114\",\"id\":\"n4\",\"kind\":\"not\"},{\"children\":[\"n6\",\"n7\"],\"condition\":null,\"course\":null,\"evidence\":\"MATH 112or placement intoMATH 113\",\"id\":\"n5\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":112,\"minimum_grade\":null,\"subjects\":[\"MATH\"],\"timing\":\"prior\"},\"evidence\":\"MATH 112\",\"id\":\"n6\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"placement intoMATH 113\",\"course\":null,\"evidence\":\"placement intoMATH 113\",\"id\":\"n7\",\"kind\":\"condition\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":114,\"minimum_grade\":null,\"subjects\":[\"MATH\"],\"timing\":\"unspecified\"},\"evidence\":\"Not open to students with credit forMATH 114\",\"id\":\"n8\",\"kind\":\"not\"}],\"notes\":[\"Missing space in 'MATH 112or' and 'intoMATH 113' in source text.\"],\"root\":\"n0\",\"status\":\"needs_review\"}","error":"Unreachable nodes: n5, n6, n7, n8; connect all conditions and exclusions to the root.\nMissing global exclusion 'Not open to students with credit forMATH 114': 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_3c64a84a8de25196b895fe0d","course_id":"MATH 113","catalog_version_id":"97f71a460ef53c20b2474f3ac85fb2e7bd0db00a6232fa3554b73e1f60597e5a","record_version_id":"b0e882d3ba3336f2a96c3b080cc17dccc6c73b1401b74e95329c26646b93dc29","job_id":"enrich-789789da373eecc1ff75f626","output_id":"7b80e6b4a93a3de53da4739e6b683055164839028f23e443046a9fe47aaa6d74","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"MATH 112\",\"field\":\"description\",\"quote\":\"Properties of elementary functions, such as polynomial, absolute value, radical, rational, exponential, and logarithmic functions.\"}],\"text\":\"College Algebra fundamentals including elementary functions and their properties.\"}],\"search_phrases\":[\"trigonometry course\",\"MATH 113 trigonometric functions\",\"precalculus alternative trigonometry\",\"DeMoivre's theorem polar equations\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"MATH 113\",\"field\":\"description\",\"quote\":\"Formulating, analyzing, solving, and interpreting mathematical and real-world problems using trigonometry.\"}],\"text\":\"Formulating, analyzing, solving, and interpreting mathematical and real-world problems using trigonometry.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"MATH 113\",\"field\":\"title\",\"quote\":\"TRIGONOMETRY\"},{\"course_id\":\"MATH 113\",\"field\":\"description\",\"quote\":\"Covers the graphs, properties and geometric significance of trigonometric functions of a real variable.\"}],\"text\":\"MATH 113 TRIGONOMETRY covers graphs, properties, and geometric significance of trigonometric functions, equations, identities, and complex numbers.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"MATH 113\",\"field\":\"description\",\"quote\":\"trigonometric equations and identities\"}],\"text\":\"Trigonometric equations and identities.\"},{\"evidence\":[{\"course_id\":\"MATH 113\",\"field\":\"description\",\"quote\":\"trigonometric form of complex numbers, DeMoivre's theorem\"}],\"text\":\"Trigonometric form of complex numbers and DeMoivre's theorem.\"},{\"evidence\":[{\"course_id\":\"MATH 113\",\"field\":\"description\",\"quote\":\"polar and parametric equations\"}],\"text\":\"Polar and parametric equations.\"}]}","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_3c64a84a8de25196b895fe0d","course_id":"MATH 113","catalog_version_id":"97f71a460ef53c20b2474f3ac85fb2e7bd0db00a6232fa3554b73e1f60597e5a","record_version_id":"b0e882d3ba3336f2a96c3b080cc17dccc6c73b1401b74e95329c26646b93dc29","job_id":"enrich-789789da373eecc1ff75f626","output_id":"7b80e6b4a93a3de53da4739e6b683055164839028f23e443046a9fe47aaa6d74","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_3c64a84a8de25196b895fe0d","course_id":"MATH 113","catalog_version_id":"e9e2154cf65a58b808507a2edbd2d1c4f8b448502267be66e2a0658824aafb64","record_version_id":"47bf19cd19ca2383dd4d476257dd44c6e6eabdc4db96962fbd413612e30fca9a","job_id":"enrich-79348710a077dbb34341f483","output_id":"fd2a6cf2fbbc6877632a30788b2c81e6e2270dad89a03e2b2ad5db10f5dea392","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"any_1\",\"not_root\"],\"condition\":null,\"course\":null,\"evidence\":\"MATH 112or placement intoMATH 113. Not open to students with credit forMATH 114.\",\"id\":\"root_all\",\"kind\":\"all\"},{\"children\":[\"course_math112\",\"cond_placement\"],\"condition\":null,\"course\":null,\"evidence\":\"MATH 112or placement intoMATH 113\",\"id\":\"any_1\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":112,\"minimum_grade\":null,\"subjects\":[\"MATH\"],\"timing\":\"prior\"},\"evidence\":\"MATH 112\",\"id\":\"course_math112\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"placement intoMATH 113\",\"course\":null,\"evidence\":\"placement intoMATH 113\",\"id\":\"cond_placement\",\"kind\":\"condition\"},{\"children\":[\"course_math114\"],\"condition\":null,\"course\":null,\"evidence\":\"Not open to students with credit forMATH 114.\",\"id\":\"not_root\",\"kind\":\"not\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":114,\"minimum_grade\":null,\"subjects\":[\"MATH\"],\"timing\":\"unspecified\"},\"evidence\":\"MATH 114\",\"id\":\"course_math114\",\"kind\":\"course\"}],\"notes\":[\"MATH 114 is treated as a global exclusion, not a prerequisite.\"],\"root\":\"root_all\",\"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_3c64a84a8de25196b895fe0d","course_id":"MATH 113","catalog_version_id":"e9e2154cf65a58b808507a2edbd2d1c4f8b448502267be66e2a0658824aafb64","record_version_id":"47bf19cd19ca2383dd4d476257dd44c6e6eabdc4db96962fbd413612e30fca9a","job_id":"enrich-79348710a077dbb34341f483","output_id":"fd2a6cf2fbbc6877632a30788b2c81e6e2270dad89a03e2b2ad5db10f5dea392","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[],\"assumed_background\":[{\"evidence\":[{\"course_id\":\"MATH 113\",\"field\":\"requirements_text\",\"quote\":\"MATH 112or placement intoMATH 113. Not open to students with credit forMATH 114.\",\"source_url\":\"https://guide.wisc.edu/courses/math/\"}],\"text\":\"MATH 112 or placement into MATH 113\"}],\"search_phrases\":[\"trigonometric functions of a real variable\",\"trigonometric equations and identities\",\"trigonometric form of complex numbers\",\"DeMoivre's theorem\",\"polar and parametric equations\",\"graph trigonometric functions\",\"solve trigonometric equations\",\"unit circle trigonometry\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"MATH 113\",\"field\":\"description\",\"quote\":\"Covers the graphs, properties and geometric significance of trigonometric functions of a real variable.\",\"source_url\":\"https://guide.wisc.edu/courses/math/\"},{\"course_id\":\"MATH 113\",\"field\":\"official_learning_outcomes\",\"outcome_index\":2,\"quote\":\"Graph trigonometric functions using the concepts of amplitude, period, and phase shift.\",\"source_url\":\"https://guide.wisc.edu/courses/math/\"}],\"text\":\"Graphing trigonometric functions using amplitude, period, and phase shift\"},{\"evidence\":[{\"course_id\":\"MATH 113\",\"field\":\"description\",\"quote\":\"Other topics include trigonometric equations and identities, trigonometric form of complex numbers, DeMoivre's theorem, and polar and parametric equations.\",\"source_url\":\"https://guide.wisc.edu/courses/math/\"},{\"course_id\":\"MATH 113\",\"field\":\"official_learning_outcomes\",\"outcome_index\":4,\"quote\":\"Solve equations using factoring, trigonometric identities, and other algebraic techniques.\",\"source_url\":\"https://guide.wisc.edu/courses/math/\"}],\"text\":\"Solving trigonometric equations using identities and algebraic techniques\"},{\"evidence\":[{\"course_id\":\"MATH 113\",\"field\":\"description\",\"quote\":\"Formulating, analyzing, solving, and interpreting mathematical and real-world problems using trigonometry.\",\"source_url\":\"https://guide.wisc.edu/courses/math/\"},{\"course_id\":\"MATH 113\",\"field\":\"official_learning_outcomes\",\"outcome_index\":5,\"quote\":\"Model and analyze real-world problems using trigonometric functions and their properties.\",\"source_url\":\"https://guide.wisc.edu/courses/math/\"}],\"text\":\"Modeling and analyzing real-world problems using trigonometric functions\"},{\"evidence\":[{\"course_id\":\"MATH 113\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Define the sine, cosine, and tangent functions with respect to the unit circle and other geometric objects.\",\"source_url\":\"https://guide.wisc.edu/courses/math/\"}],\"text\":\"Defining sine, cosine, and tangent functions with respect to the unit circle\"},{\"evidence\":[{\"course_id\":\"MATH 113\",\"field\":\"official_learning_outcomes\",\"outcome_index\":6,\"quote\":\"Support solutions and arguments by applying mathematical concepts and reason to justifications.\",\"source_url\":\"https://guide.wisc.edu/courses/math/\"}],\"text\":\"Supporting mathematical solutions and arguments with reasoning\"}],\"summary\":{\"evidence\":[{\"course_id\":\"MATH 113\",\"field\":\"title\",\"quote\":\"TRIGONOMETRY\",\"source_url\":\"https://guide.wisc.edu/courses/math/\"},{\"course_id\":\"MATH 113\",\"field\":\"description\",\"quote\":\"Covers the graphs, properties and geometric significance of trigonometric functions of a real variable. Other topics include trigonometric equations and identities, trigonometric form of complex numbers, DeMoivre's theorem, and polar and parametric equations. Formulating, analyzing, solving, and interpreting mathematical and real-world problems using trigonometry.\",\"source_url\":\"https://guide.wisc.edu/courses/math/\"}],\"text\":\"This course covers the graphs, properties, and geometric significance of trigonometric functions, including equations, identities, complex numbers, and polar/parametric equations.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"MATH 113\",\"field\":\"description\",\"quote\":\"Covers the graphs, properties and geometric significance of trigonometric functions of a real variable.\",\"source_url\":\"https://guide.wisc.edu/courses/math/\"}],\"text\":\"Trigonometric functions of a real variable: graphs, properties, and geometric significance\"},{\"evidence\":[{\"course_id\":\"MATH 113\",\"field\":\"description\",\"quote\":\"Other topics include trigonometric equations and identities, trigonometric form of complex numbers, DeMoivre's theorem, and polar and parametric equations.\",\"source_url\":\"https://guide.wisc.edu/courses/math/\"}],\"text\":\"Trigonometric equations, identities, complex numbers, DeMoivre's theorem, and polar/parametric equations\"},{\"evidence\":[{\"course_id\":\"MATH 113\",\"field\":\"official_learning_outcomes\",\"outcome_index\":3,\"quote\":\"Interpret and graph inverse trigonometric functions using restricted domains.\",\"source_url\":\"https://guide.wisc.edu/courses/math/\"}],\"text\":\"Inverse trigonometric functions and restricted domains\"},{\"evidence\":[{\"course_id\":\"MATH 113\",\"field\":\"description\",\"quote\":\"Formulating, analyzing, solving, and interpreting mathematical and real-world problems using trigonometry.\",\"source_url\":\"https://guide.wisc.edu/courses/math/\"}],\"text\":\"Real-world problem formulation, analysis, and interpretation using trigonometry\"}]}","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_3c64a84a8de25196b895fe0d","course_id":"MATH 113","catalog_version_id":"e9e2154cf65a58b808507a2edbd2d1c4f8b448502267be66e2a0658824aafb64","record_version_id":"47bf19cd19ca2383dd4d476257dd44c6e6eabdc4db96962fbd413612e30fca9a","job_id":"enrich-79348710a077dbb34341f483","output_id":"fd2a6cf2fbbc6877632a30788b2c81e6e2270dad89a03e2b2ad5db10f5dea392","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Diane is honestly the best math instructor I have ever had. She makes everything so easy to understand, and her pace is perfect. She focuses her class on doing group work to ensure that you understand the concepts. Plus, she's an absolute sweetheart.\",\"course_id\":\"MATH 113\",\"date\":\"2014-05-09 00:32:42 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"d1f3331959678cade16c3aa4\",\"instructor_id\":\"rmp:1390092\",\"instructor_name\":\"Diane Rivard\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIzMjA0NzQ4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1390092\"}],\"evidence_count\":1,\"review_ids\":[\"d1f3331959678cade16c3aa4\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1390092\",\"name\":\"Diane Rivard\"}],\"review_year_end\":\"2014\",\"review_year_start\":\"2014\"},\"sentiment\":\"positive\",\"subject_instructor_id\":\"rmp:1390092\",\"summary\":\"Cited reviews praise Diane Rivard for making material easy to understand and maintaining a perfect pace.\"},{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Not only is Professor Kaba really fun, but he is an amazing teacher. English isn't his first language, so you know he's not just throwing words around for the hell of it. If you go to class, take notes, and take practice tests - you will do well in this class. He is also available for office hours and will respect you for taking the time to meet.\",\"course_id\":\"MATH 113\",\"date\":\"2014-09-03 13:19:47 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"001a8c0e597708688462e12b\",\"instructor_id\":\"rmp:1819264\",\"instructor_name\":\"Oumar Kaba\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIzNTczODE3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1819264\"},{\"comment\":\"Professor Kaba is the best math teach I have ever had. If you attend lecture, he presents concepts and gives multiple examples for each. He knew most people's names in our lecture of around 70 people. Very funny guy, and truly cares about the well being of students. I wish I could take another class with him! Definitely recommend. \",\"course_id\":\"MATH 113\",\"date\":\"2015-05-08 13:14:22 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"c82c1aa88e87524c12825930\",\"instructor_id\":\"rmp:1819264\",\"instructor_name\":\"Oumar Kaba\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI0Nzc3NDM4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1819264\"},{\"comment\":\"Professor Kaba is a wonderful instructor and a hilarious person. When he would say \\\"this problem will be on the exam,\\\" he wouldn't mean a similar problem, he literally meant that problem, same numbers and everything. Excellent teacher, definitely recommend.  \",\"course_id\":\"MATH 113\",\"date\":\"2015-05-26 12:35:16 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"727ea5225aa8bc4a0f9c4c82\",\"instructor_id\":\"rmp:1819264\",\"instructor_name\":\"Oumar Kaba\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI0OTAyNDMy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1819264\"}],\"evidence_count\":3,\"review_ids\":[\"001a8c0e597708688462e12b\",\"c82c1aa88e87524c12825930\",\"727ea5225aa8bc4a0f9c4c82\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1819264\",\"name\":\"Oumar Kaba\"}],\"review_year_end\":\"2015\",\"review_year_start\":\"2014\"},\"sentiment\":\"positive\",\"subject_instructor_id\":\"rmp:1819264\",\"summary\":\"Cited reviews recommend Oumar Kaba for presenting concepts clearly, providing multiple examples, and being an engaging teacher.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"Love Karen! Had group quizzes every Tuesday and individual quizzes every Thursday. Class is very easy if you pay attention and utilize the practice quizzes and exams. Karen really cares about her students and would even make extra practice to help her students further prepare. She even held zoom review sessions the night before an exam. \",\"course_id\":\"MATH 113\",\"date\":\"2022-12-26 21:37:16 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"9bd6f7603d0e6124b84ad74a\",\"instructor_id\":\"rmp:2830811\",\"instructor_name\":\"Karen Duffy\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM3MjQ2NDY1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2830811\"},{\"comment\":\"Really great at helping us understand material, kind, and fair grader\",\"course_id\":\"MATH 113\",\"date\":\"2023-05-12 01:38:37 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"ff8d20a126f47b3240ab0a31\",\"instructor_id\":\"rmp:2830811\",\"instructor_name\":\"Karen Duffy\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM3OTA0MTA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2830811\"},{\"comment\":\"She is awesome! I was struggling with a lot throughout the semester, and she opened past homework assignments up for me, and whenever I needed to meet to talk through something I didn't understand she would hop on right away!\",\"course_id\":\"MATH 113\",\"date\":\"2024-04-23 23:51:57 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"4c569e6e72652efcba212821\",\"instructor_id\":\"rmp:2830811\",\"instructor_name\":\"Karen Duffy\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM5MjQ0ODY4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2830811\"}],\"evidence_count\":3,\"review_ids\":[\"9bd6f7603d0e6124b84ad74a\",\"ff8d20a126f47b3240ab0a31\",\"4c569e6e72652efcba212821\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2830811\",\"name\":\"Karen Duffy\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2022\"},\"sentiment\":\"positive\",\"subject_instructor_id\":\"rmp:2830811\",\"summary\":\"Cited reviews describe Karen Duffy as an amazing professor who is helpful, fair, and provides extra practice materials.\"},{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"OMG, this man was the worst professor ever.  I'm not sure if he was ever taught the American system of mathematics, but his way of teaching is horrible!!  He can't teach well, he had no practice exams (which will probably change now), has no review sessions, can't really speak English, and somehow he is head of his department!!!  Good luck with him\",\"course_id\":\"MATH 113\",\"date\":\"2005-12-26 11:12:20 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"473f8b651901d63fb73f711e\",\"instructor_id\":\"rmp:517842\",\"instructor_name\":\"Xianghong Gong\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTExMjYwNTE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/517842\"},{\"comment\":\"He's easily the worst math teacher I've ever had. It's obvious the entire class has no idea what's he saying when he's talking, and half the time he doesn't even address the class, he just mumbles to himself and writes on the board. DO NOT take a class with him unless you're desperate and willing to do a lot of work.\",\"course_id\":\"MATH 113\",\"date\":\"2008-04-08 17:03:26 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"b8aced3dfab6ceea280dd479\",\"instructor_id\":\"rmp:517842\",\"instructor_name\":\"Xianghong Gong\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTE0MjYwNTkw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/517842\"}],\"evidence_count\":2,\"review_ids\":[\"473f8b651901d63fb73f711e\",\"b8aced3dfab6ceea280dd479\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:517842\",\"name\":\"Xianghong Gong\"}],\"review_year_end\":\"2008\",\"review_year_start\":\"2005\"},\"sentiment\":\"negative\",\"subject_instructor_id\":\"rmp:517842\",\"summary\":\"Cited reviews criticize Xianghong Gong for poor teaching clarity, stating that the class has no idea what he is saying.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"Homework is mandatory, but it's not graded. There are 4 exams with only 10 questions and you can drop the lowest grade. There is a curve, but you don't find out about it until the 2nd exam. She recommends studying via lectures, homework problems, and book questions, but the study materials are not reflective of the exam. Not a great class...\",\"course_id\":\"MATH 113\",\"date\":\"2021-04-22 05:16:44 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"54a395c705e3583db873be22\",\"instructor_id\":\"rmp:251369\",\"instructor_name\":\"Eugenia Malitsky\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM0NTk4MzIy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/251369\"}],\"evidence_count\":1,\"review_ids\":[\"54a395c705e3583db873be22\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:251369\",\"name\":\"Eugenia Malitsky\"}],\"review_year_end\":\"2021\",\"review_year_start\":\"2021\"},\"sentiment\":\"negative\",\"subject_instructor_id\":\"rmp:251369\",\"summary\":\"Cited reviews note that Eugenia Malitsky's study materials are not reflective of the exam difficulty.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Billy Jackson moves through material very fast and isnt a very understanding professor. Your grades are based solely off homework and exams, there are no quizzes to practice the concepts before they are weighted more heavily. No matter how many reviews or office hours you go to, Dr. Jackson will not be understanding of your struggles in his class.\",\"course_id\":\"MATH 113\",\"date\":\"2021-12-28 17:35:22 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"f1a0400fcdb2c06570677b6e\",\"instructor_id\":\"rmp:2733332\",\"instructor_name\":\"Billy Jackson\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM1NjY3NjA2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2733332\"},{\"comment\":\"This class was really hard for me. The way the lectures were set up was very odd and I wasnt able to learn very well with his teaching style. The homework was online and sometimes super long and had things on it that I didnt see during the class lesson and had to teach myself. The exams were more straight forward than the homework though.\",\"course_id\":\"MATH 113\",\"date\":\"2022-06-21 18:56:17 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"8debfb5448c2f100ef702836\",\"instructor_id\":\"rmp:2733332\",\"instructor_name\":\"Billy Jackson\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM2NDc4ODIz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2733332\"}],\"evidence_count\":2,\"review_ids\":[\"f1a0400fcdb2c06570677b6e\",\"8debfb5448c2f100ef702836\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2733332\",\"name\":\"Billy Jackson\"}],\"review_year_end\":\"2022\",\"review_year_start\":\"2021\"},\"sentiment\":\"negative\",\"subject_instructor_id\":\"rmp:2733332\",\"summary\":\"Cited reviews state that Billy Jackson moves through material very fast and that homework can be long and tedious.\"}]}","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_3c64a84a8de25196b895fe0d","course_id":"MATH 113","catalog_version_id":"97f71a460ef53c20b2474f3ac85fb2e7bd0db00a6232fa3554b73e1f60597e5a","record_version_id":"b0e882d3ba3336f2a96c3b080cc17dccc6c73b1401b74e95329c26646b93dc29","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"0bffa9f48e81e02b913461401baca7b51ae620775b3439ad5a7b363495f02ddc","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"req_1\",\"req_2\"],\"condition\":null,\"course\":null,\"evidence\":\"MATH 112or placement intoMATH 113. Not open to students with credit forMATH 114.\",\"id\":\"req_root\",\"kind\":\"all\"},{\"children\":[\"req_1a\",\"req_1b\"],\"condition\":null,\"course\":null,\"evidence\":\"MATH 112or placement intoMATH 113.\",\"id\":\"req_1\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":112,\"minimum_grade\":null,\"subjects\":[\"MATH\"],\"timing\":\"prior\"},\"evidence\":\"MATH 112or placement intoMATH 113.\",\"id\":\"req_1a\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"placement intoMATH 113\",\"course\":null,\"evidence\":\"MATH 112or placement intoMATH 113.\",\"id\":\"req_1b\",\"kind\":\"condition\"},{\"children\":[\"req_2a\"],\"condition\":null,\"course\":null,\"evidence\":\"Not open to students with credit forMATH 114.\",\"id\":\"req_2\",\"kind\":\"not\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":114,\"minimum_grade\":null,\"subjects\":[\"MATH\"],\"timing\":\"prior\"},\"evidence\":\"Not open to students with credit forMATH 114.\",\"id\":\"req_2a\",\"kind\":\"course\"}],\"notes\":[],\"root\":\"req_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_3c64a84a8de25196b895fe0d","course_id":"MATH 113","catalog_version_id":"97f71a460ef53c20b2474f3ac85fb2e7bd0db00a6232fa3554b73e1f60597e5a","record_version_id":"b0e882d3ba3336f2a96c3b080cc17dccc6c73b1401b74e95329c26646b93dc29","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"0bffa9f48e81e02b913461401baca7b51ae620775b3439ad5a7b363495f02ddc","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"MATH 112\",\"field\":\"description\",\"quote\":\"Properties of elementary functions, such as polynomial, absolute value, radical, rational, exponential, and logarithmic functions.\"}],\"text\":\"College Algebra fundamentals including elementary functions and their properties.\"}],\"search_phrases\":[\"trigonometry course\",\"MATH 113 trigonometric functions\",\"precalculus alternative trigonometry\",\"DeMoivre's theorem polar equations\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"MATH 113\",\"field\":\"description\",\"quote\":\"Formulating, analyzing, solving, and interpreting mathematical and real-world problems using trigonometry.\"}],\"text\":\"Formulating, analyzing, solving, and interpreting mathematical and real-world problems using trigonometry.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"MATH 113\",\"field\":\"title\",\"quote\":\"TRIGONOMETRY\"},{\"course_id\":\"MATH 113\",\"field\":\"description\",\"quote\":\"Covers the graphs, properties and geometric significance of trigonometric functions of a real variable.\"}],\"text\":\"MATH 113 TRIGONOMETRY covers graphs, properties, and geometric significance of trigonometric functions, equations, identities, and complex numbers.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"MATH 113\",\"field\":\"description\",\"quote\":\"trigonometric equations and identities\"}],\"text\":\"Trigonometric equations and identities.\"},{\"evidence\":[{\"course_id\":\"MATH 113\",\"field\":\"description\",\"quote\":\"trigonometric form of complex numbers, DeMoivre's theorem\"}],\"text\":\"Trigonometric form of complex numbers and DeMoivre's theorem.\"},{\"evidence\":[{\"course_id\":\"MATH 113\",\"field\":\"description\",\"quote\":\"polar and parametric equations\"}],\"text\":\"Polar and parametric equations.\"}]}","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_3c64a84a8de25196b895fe0d","course_id":"MATH 113","catalog_version_id":"97f71a460ef53c20b2474f3ac85fb2e7bd0db00a6232fa3554b73e1f60597e5a","record_version_id":"b0e882d3ba3336f2a96c3b080cc17dccc6c73b1401b74e95329c26646b93dc29","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"0bffa9f48e81e02b913461401baca7b51ae620775b3439ad5a7b363495f02ddc","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Good teacher and very helpful. Encourages those struggling with the material to seek her out--she WILL help. She has a lot of stories to tell, and she will reward her section with treats when they do well on exams.\",\"course_id\":\"MATH 113\",\"date\":\"2010-04-26 20:41:33 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"b9067ba0a5b519c4e1618c71\",\"instructor_id\":\"rmp:914428\",\"instructor_name\":\"Meghan De Witt\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE3MDYzOTk2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/914428\"},{\"comment\":\"Diane is honestly the best math instructor I have ever had. She makes everything so easy to understand, and her pace is perfect. She focuses her class on doing group work to ensure that you understand the concepts. Plus, she's an absolute sweetheart.\",\"course_id\":\"MATH 113\",\"date\":\"2014-05-09 00:32:42 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"d1f3331959678cade16c3aa4\",\"instructor_id\":\"rmp:1390092\",\"instructor_name\":\"Diane Rivard\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIzMjA0NzQ4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1390092\"},{\"comment\":\"Not only is Professor Kaba really fun, but he is an amazing teacher. English isn't his first language, so you know he's not just throwing words around for the hell of it. If you go to class, take notes, and take practice tests - you will do well in this class. He is also available for office hours and will respect you for taking the time to meet.\",\"course_id\":\"MATH 113\",\"date\":\"2014-09-03 13:19:47 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"001a8c0e597708688462e12b\",\"instructor_id\":\"rmp:1819264\",\"instructor_name\":\"Oumar Kaba\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIzNTczODE3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1819264\"},{\"comment\":\"No Comments\",\"course_id\":\"MATH 113\",\"date\":\"2003-11-03 19:43:43 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"7b3a14166fd04748f549bb82\",\"instructor_id\":\"rmp:274596\",\"instructor_name\":\"Jean Pierre Rosay\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTEyNTY0NjY=\",\"source_url\":\"https://www.ratemyprofessors.com/professor/274596\"},{\"comment\":\"the worst man alive...rude, obnoxious, critical, and just flat out NOT a good teacher...all I can say is choose your professors wisely, because otherwise you'll be screwed...I walked into this class having taken precalc; honors, and I walked out dumber...he's horribleps: exams are from the devil :(\",\"course_id\":\"MATH 113\",\"date\":\"2004-11-02 02:14:08 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"66c49590961873561ece8876\",\"instructor_id\":\"rmp:274596\",\"instructor_name\":\"Jean Pierre Rosay\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTI2MzMxODk=\",\"source_url\":\"https://www.ratemyprofessors.com/professor/274596\"},{\"comment\":\"OMG, this man was the worst professor ever.  I'm not sure if he was ever taught the American system of mathematics, but his way of teaching is horrible!!  He can't teach well, he had no practice exams (which will probably change now), has no review sessions, can't really speak English, and somehow he is head of his department!!!  Good luck with him\",\"course_id\":\"MATH 113\",\"date\":\"2005-12-26 11:12:20 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"473f8b651901d63fb73f711e\",\"instructor_id\":\"rmp:517842\",\"instructor_name\":\"Xianghong Gong\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTExMjYwNTE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/517842\"},{\"comment\":\"This prof designs his test to fool kids. I took 7 practice exams leading up to the 2nd exam and got a 48%. This class has been described by his TAs as "the hardest math class you will ever take" and "worse than calc 211". He has an entertaining sense of humor, but his accent makes learning difficult. He focuses TOO MUCH on fundamentals.\",\"course_id\":\"MATH 113\",\"date\":\"2009-01-28 21:21:03 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"3e4b74ef616a19b847a99729\",\"instructor_id\":\"rmp:274596\",\"instructor_name\":\"Jean Pierre Rosay\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTE1NDI0MzU1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/274596\"},{\"comment\":\"Professor Jackson has made this course a lot more difficult than it needs to be. Class lectures are really confusing because he is very adamant about interactive learning yet continues to write sloppy work on the screens for us to copy down. It is hard to understand when he tries to explain the concepts while he is teaching. Thumbs down.\",\"course_id\":\"MATH 113\",\"date\":\"2021-12-02 14:55:29 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"c7c3dceea5c164cf6c262902\",\"instructor_id\":\"rmp:2733332\",\"instructor_name\":\"Billy Jackson\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM1MzQ1Mjc2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2733332\"},{\"comment\":\"He does not teach. He writes math topics on the board that are unorganized and difficult to understand. Worst experience I have had here. Very frustrating. \",\"course_id\":\"MATH 113\",\"date\":\"2023-05-07 15:52:09 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"292be77d088091531652f257\",\"instructor_id\":\"rmp:1819100\",\"instructor_name\":\"Rahul Mahajan\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM3ODQ3NjE3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1819100\"}],\"evidence_count\":9,\"review_ids\":[\"b9067ba0a5b519c4e1618c71\",\"d1f3331959678cade16c3aa4\",\"001a8c0e597708688462e12b\",\"7b3a14166fd04748f549bb82\",\"66c49590961873561ece8876\",\"473f8b651901d63fb73f711e\",\"3e4b74ef616a19b847a99729\",\"c7c3dceea5c164cf6c262902\",\"292be77d088091531652f257\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1390092\",\"name\":\"Diane Rivard\"},{\"id\":\"rmp:1819100\",\"name\":\"Rahul Mahajan\"},{\"id\":\"rmp:1819264\",\"name\":\"Oumar Kaba\"},{\"id\":\"rmp:2733332\",\"name\":\"Billy Jackson\"},{\"id\":\"rmp:274596\",\"name\":\"Jean Pierre Rosay\"},{\"id\":\"rmp:517842\",\"name\":\"Xianghong Gong\"},{\"id\":\"rmp:914428\",\"name\":\"Meghan De Witt\"}],\"review_year_end\":\"2023\",\"review_year_start\":\"2003\"},\"sentiment\":\"mixed\",\"summary\":\"Teaching styles vary significantly. Some professors are praised for clarity and helpfulness, while others are criticized for being confusing, mumbling, or having strong accents that hinder understanding.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"No Comments\",\"course_id\":\"MATH 113\",\"date\":\"2003-11-03 19:43:43 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"7b3a14166fd04748f549bb82\",\"instructor_id\":\"rmp:274596\",\"instructor_name\":\"Jean Pierre Rosay\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTEyNTY0NjY=\",\"source_url\":\"https://www.ratemyprofessors.com/professor/274596\"},{\"comment\":\"the worst man alive...rude, obnoxious, critical, and just flat out NOT a good teacher...all I can say is choose your professors wisely, because otherwise you'll be screwed...I walked into this class having taken precalc; honors, and I walked out dumber...he's horribleps: exams are from the devil :(\",\"course_id\":\"MATH 113\",\"date\":\"2004-11-02 02:14:08 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"66c49590961873561ece8876\",\"instructor_id\":\"rmp:274596\",\"instructor_name\":\"Jean Pierre Rosay\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTI2MzMxODk=\",\"source_url\":\"https://www.ratemyprofessors.com/professor/274596\"},{\"comment\":\"No Comments\",\"course_id\":\"MATH 113\",\"date\":\"2005-12-19 14:10:26 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"57db6f604c900f97c1c7b287\",\"instructor_id\":\"rmp:274596\",\"instructor_name\":\"Jean Pierre Rosay\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTExMjEyMTM4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/274596\"},{\"comment\":\"OMG, this man was the worst professor ever.  I'm not sure if he was ever taught the American system of mathematics, but his way of teaching is horrible!!  He can't teach well, he had no practice exams (which will probably change now), has no review sessions, can't really speak English, and somehow he is head of his department!!!  Good luck with him\",\"course_id\":\"MATH 113\",\"date\":\"2005-12-26 11:12:20 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"473f8b651901d63fb73f711e\",\"instructor_id\":\"rmp:517842\",\"instructor_name\":\"Xianghong Gong\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTExMjYwNTE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/517842\"},{\"comment\":\"Horrible teacher. The homework does not reflect the difficulty of the exams. You can know the trig front and backwards but still not get an A b/c the exams are a few levels harder and add a twist to each problem that you have not dealt with and can not figure out unless you have experience with it. Its ridiculously hard for a 2CR class! DO NOT TAKE\",\"course_id\":\"MATH 113\",\"date\":\"2006-05-14 00:58:35 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"e4a8b7b238434acb75fd33e7\",\"instructor_id\":\"rmp:517842\",\"instructor_name\":\"Xianghong Gong\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTExODgzNDYx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/517842\"},{\"comment\":\"He's easily the worst math teacher I've ever had. It's obvious the entire class has no idea what's he saying when he's talking, and half the time he doesn't even address the class, he just mumbles to himself and writes on the board. DO NOT take a class with him unless you're desperate and willing to do a lot of work.\",\"course_id\":\"MATH 113\",\"date\":\"2008-04-08 17:03:26 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"b8aced3dfab6ceea280dd479\",\"instructor_id\":\"rmp:517842\",\"instructor_name\":\"Xianghong Gong\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTE0MjYwNTkw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/517842\"},{\"comment\":\"This prof designs his test to fool kids. I took 7 practice exams leading up to the 2nd exam and got a 48%. This class has been described by his TAs as "the hardest math class you will ever take" and "worse than calc 211". He has an entertaining sense of humor, but his accent makes learning difficult. He focuses TOO MUCH on fundamentals.\",\"course_id\":\"MATH 113\",\"date\":\"2009-01-28 21:21:03 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"3e4b74ef616a19b847a99729\",\"instructor_id\":\"rmp:274596\",\"instructor_name\":\"Jean Pierre Rosay\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTE1NDI0MzU1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/274596\"},{\"comment\":\"Homework is mandatory, but it's not graded. There are 4 exams with only 10 questions and you can drop the lowest grade. There is a curve, but you don't find out about it until the 2nd exam. She recommends studying via lectures, homework problems, and book questions, but the study materials are not reflective of the exam. Not a great class...\",\"course_id\":\"MATH 113\",\"date\":\"2021-04-22 05:16:44 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"54a395c705e3583db873be22\",\"instructor_id\":\"rmp:251369\",\"instructor_name\":\"Eugenia Malitsky\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM0NTk4MzIy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/251369\"},{\"comment\":\"Dr. Jackson is definitely not the best professor I've ever had... I took Trig with him and he makes a 113 class way too complicated. Makes you proof/explain everything and does not let you use a calculator. Gives us "interactive" sheets to do throughout class but we don't finish them. Everyone bombed the first exam because the hw dont reflect exams\",\"course_id\":\"MATH 113\",\"date\":\"2021-11-11 02:23:18 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"112a3019aa77b9e8ab735776\",\"instructor_id\":\"rmp:2733332\",\"instructor_name\":\"Billy Jackson\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM1MjIzMTM0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2733332\"},{\"comment\":\"Billy Jackson moves through material very fast and isnt a very understanding professor. Your grades are based solely off homework and exams, there are no quizzes to practice the concepts before they are weighted more heavily. No matter how many reviews or office hours you go to, Dr. Jackson will not be understanding of your struggles in his class.\",\"course_id\":\"MATH 113\",\"date\":\"2021-12-28 17:35:22 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"f1a0400fcdb2c06570677b6e\",\"instructor_id\":\"rmp:2733332\",\"instructor_name\":\"Billy Jackson\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM1NjY3NjA2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2733332\"},{\"comment\":\"This class was really hard for me. The way the lectures were set up was very odd and I wasnt able to learn very well with his teaching style. The homework was online and sometimes super long and had things on it that I didnt see during the class lesson and had to teach myself. The exams were more straight forward than the homework though.\",\"course_id\":\"MATH 113\",\"date\":\"2022-06-21 18:56:17 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"8debfb5448c2f100ef702836\",\"instructor_id\":\"rmp:2733332\",\"instructor_name\":\"Billy Jackson\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM2NDc4ODIz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2733332\"},{\"comment\":\"Get ready to teach yourself everything. This class is actually pretty hard for a precalc class and Rahul is not a good teacher. Homeworks are very long and often unnecessarily tedious, but I personally found the tests to be on the easier side. Attendance is mandatory because there is a quiz every class.\",\"course_id\":\"MATH 113\",\"date\":\"2023-03-28 15:34:28 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"d2026ff51f4b2ae674808903\",\"instructor_id\":\"rmp:1819100\",\"instructor_name\":\"Rahul Mahajan\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM3NTQ5Mzc1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1819100\"}],\"evidence_count\":12,\"review_ids\":[\"7b3a14166fd04748f549bb82\",\"66c49590961873561ece8876\",\"57db6f604c900f97c1c7b287\",\"473f8b651901d63fb73f711e\",\"e4a8b7b238434acb75fd33e7\",\"b8aced3dfab6ceea280dd479\",\"3e4b74ef616a19b847a99729\",\"54a395c705e3583db873be22\",\"112a3019aa77b9e8ab735776\",\"f1a0400fcdb2c06570677b6e\",\"8debfb5448c2f100ef702836\",\"d2026ff51f4b2ae674808903\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1819100\",\"name\":\"Rahul Mahajan\"},{\"id\":\"rmp:251369\",\"name\":\"Eugenia Malitsky\"},{\"id\":\"rmp:2733332\",\"name\":\"Billy Jackson\"},{\"id\":\"rmp:274596\",\"name\":\"Jean Pierre Rosay\"},{\"id\":\"rmp:517842\",\"name\":\"Xianghong Gong\"}],\"review_year_end\":\"2023\",\"review_year_start\":\"2003\"},\"sentiment\":\"mixed\",\"summary\":\"The course experience is highly dependent on the instructor. While some find it manageable and rewarding, others find it unnecessarily difficult with exams that do not reflect the material taught.\"}]}","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_3c64a84a8de25196b895fe0d","course_id":"MATH 113","catalog_version_id":"97f71a460ef53c20b2474f3ac85fb2e7bd0db00a6232fa3554b73e1f60597e5a","record_version_id":"b0e882d3ba3336f2a96c3b080cc17dccc6c73b1401b74e95329c26646b93dc29","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"0bffa9f48e81e02b913461401baca7b51ae620775b3439ad5a7b363495f02ddc","section":"student_summary","status":"invalid","value_json":"{\"context_hash\":\"85a8b3c6bcc6b5535c111d76a997aadd9a4865cfba727d5fca2e408a7aafbd33\",\"course_id\":\"MATH 113\",\"current_instructors\":[{\"instructor_uid\":\"instructor_9f55555fec5d66c355332cbd\",\"message\":\"Summary generation failed\",\"name\":\"Eugenia Malitsky\",\"review_status\":\"generation_failed\",\"rmp_instructor_id\":\"rmp:251369\",\"summary\":[{\"citations\":[{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":5,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":6,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":7,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":5,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":7,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":5,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.25 GPA, 55.8% A/AB (n=165 letter grades); Fall 2025: 3.24 GPA, 58.9% A/AB (n=141 letter grades); Spring 2026: 3.44 GPA, 70.2% A/AB (n=161 letter grades).\"}]}],\"difficulty_workload\":[],\"errors\":[{\"error\":\"ModelAPIError: Connection error.\",\"instructor_uid\":\"instructor_9f55555fec5d66c355332cbd\",\"mode\":\"professor\"},{\"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\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.28 GPA, 57.3% A/AB (n=281 letter grades); Fall 2025: 3.29 GPA, 63.4% A/AB (n=309 letter grades); Spring 2026: 3.39 GPA, 68.6% A/AB (n=264 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":5,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":5,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":6,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"}],\"text\":\"BILLY JACKSON is recorded teaching in Fall 2021, Fall 2022. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1144\",\"type\":\"grade\"}],\"text\":\"DIANE RIVARD is recorded teaching in Spring 2014. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1154\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1154\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":5,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":6,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":5,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":6,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":7,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":5,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":7,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":5,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"EUGENIA MALITSKY is recorded teaching in Fall 2014, Spring 2015, Fall 2015, Spring 2016, Fall 2016, Spring 2017, Fall 2017, Spring 2018, Fall 2018, Spring 2019, Fall 2019, Spring 2020, Fall 2020, Spring 2022, Fall 2022, Spring 2023, 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\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":6,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":6,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"}],\"text\":\"KAREN DUFFY is recorded teaching in Fall 2022, Fall 2023, Spring 2024. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1094\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1094\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":8,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1094\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":6,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1102\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":7,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1102\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1104\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1104\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":6,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":7,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":11,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":8,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1114\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":10,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1114\",\"type\":\"grade\"}],\"text\":\"MEGHAN DE WITT is recorded teaching in 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\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1122\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1124\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1132\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1134\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":7,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1142\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1144\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1154\",\"type\":\"grade\"}],\"text\":\"OUMAR KABA is recorded teaching in Fall 2011, Spring 2012, Fall 2012, Spring 2013, Fall 2013, Spring 2014, Spring 2015. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"}],\"text\":\"RAHUL MAHAJAN is recorded teaching in Fall 2022, Spring 2023. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":17,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1084\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":5,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":6,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":7,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":9,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":11,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"}],\"text\":\"XIANGHONG GONG is recorded teaching in Spring 2008, Fall 2010. Recorded history may be incomplete and does not establish a future schedule.\"}],\"term_id\":\"1272\",\"term_name\":\"2026 Fall\",\"version\":2}","candidate_json":null,"error":"[{\"mode\": \"professor\", \"instructor_uid\": \"instructor_9f55555fec5d66c355332cbd\", \"error\": \"ModelAPIError: Connection error.\"}, {\"mode\": \"history\", \"instructor_uid\": null, \"error\": \"ModelAPIError: Connection error.\"}, {\"mode\": \"overview\", \"instructor_uid\": null, \"error\": \"ModelAPIError: Connection error.\"}]","model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_3c64a84a8de25196b895fe0d","course_id":"MATH 113","catalog_version_id":"97f71a460ef53c20b2474f3ac85fb2e7bd0db00a6232fa3554b73e1f60597e5a","record_version_id":"b0e882d3ba3336f2a96c3b080cc17dccc6c73b1401b74e95329c26646b93dc29","job_id":"enrich-b6d8f78c1be0d523cf09d00d","output_id":"623d83458f689bbfe5ff528b5f4a8a3fe75445545e9ad396f09f7ebdc498bb97","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"req_1\",\"req_2\"],\"condition\":null,\"course\":null,\"evidence\":\"MATH 112or placement intoMATH 113. Not open to students with credit forMATH 114.\",\"id\":\"req_root\",\"kind\":\"all\"},{\"children\":[\"req_1a\",\"req_1b\"],\"condition\":null,\"course\":null,\"evidence\":\"MATH 112or placement intoMATH 113.\",\"id\":\"req_1\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":112,\"minimum_grade\":null,\"subjects\":[\"MATH\"],\"timing\":\"prior\"},\"evidence\":\"MATH 112or placement intoMATH 113.\",\"id\":\"req_1a\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"placement intoMATH 113\",\"course\":null,\"evidence\":\"MATH 112or placement intoMATH 113.\",\"id\":\"req_1b\",\"kind\":\"condition\"},{\"children\":[\"req_2a\"],\"condition\":null,\"course\":null,\"evidence\":\"Not open to students with credit forMATH 114.\",\"id\":\"req_2\",\"kind\":\"not\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":114,\"minimum_grade\":null,\"subjects\":[\"MATH\"],\"timing\":\"prior\"},\"evidence\":\"Not open to students with credit forMATH 114.\",\"id\":\"req_2a\",\"kind\":\"course\"}],\"notes\":[],\"root\":\"req_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_3c64a84a8de25196b895fe0d","course_id":"MATH 113","catalog_version_id":"97f71a460ef53c20b2474f3ac85fb2e7bd0db00a6232fa3554b73e1f60597e5a","record_version_id":"b0e882d3ba3336f2a96c3b080cc17dccc6c73b1401b74e95329c26646b93dc29","job_id":"enrich-b6d8f78c1be0d523cf09d00d","output_id":"623d83458f689bbfe5ff528b5f4a8a3fe75445545e9ad396f09f7ebdc498bb97","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"MATH 112\",\"field\":\"description\",\"quote\":\"Properties of elementary functions, such as polynomial, absolute value, radical, rational, exponential, and logarithmic functions.\"}],\"text\":\"College Algebra fundamentals including elementary functions and their properties.\"}],\"search_phrases\":[\"trigonometry course\",\"MATH 113 trigonometric functions\",\"precalculus alternative trigonometry\",\"DeMoivre's theorem polar equations\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"MATH 113\",\"field\":\"description\",\"quote\":\"Formulating, analyzing, solving, and interpreting mathematical and real-world problems using trigonometry.\"}],\"text\":\"Formulating, analyzing, solving, and interpreting mathematical and real-world problems using trigonometry.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"MATH 113\",\"field\":\"title\",\"quote\":\"TRIGONOMETRY\"},{\"course_id\":\"MATH 113\",\"field\":\"description\",\"quote\":\"Covers the graphs, properties and geometric significance of trigonometric functions of a real variable.\"}],\"text\":\"MATH 113 TRIGONOMETRY covers graphs, properties, and geometric significance of trigonometric functions, equations, identities, and complex numbers.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"MATH 113\",\"field\":\"description\",\"quote\":\"trigonometric equations and identities\"}],\"text\":\"Trigonometric equations and identities.\"},{\"evidence\":[{\"course_id\":\"MATH 113\",\"field\":\"description\",\"quote\":\"trigonometric form of complex numbers, DeMoivre's theorem\"}],\"text\":\"Trigonometric form of complex numbers and DeMoivre's theorem.\"},{\"evidence\":[{\"course_id\":\"MATH 113\",\"field\":\"description\",\"quote\":\"polar and parametric equations\"}],\"text\":\"Polar and parametric equations.\"}]}","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_3c64a84a8de25196b895fe0d","course_id":"MATH 113","catalog_version_id":"97f71a460ef53c20b2474f3ac85fb2e7bd0db00a6232fa3554b73e1f60597e5a","record_version_id":"b0e882d3ba3336f2a96c3b080cc17dccc6c73b1401b74e95329c26646b93dc29","job_id":"enrich-b6d8f78c1be0d523cf09d00d","output_id":"623d83458f689bbfe5ff528b5f4a8a3fe75445545e9ad396f09f7ebdc498bb97","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Good teacher and very helpful. Encourages those struggling with the material to seek her out--she WILL help. She has a lot of stories to tell, and she will reward her section with treats when they do well on exams.\",\"course_id\":\"MATH 113\",\"date\":\"2010-04-26 20:41:33 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"b9067ba0a5b519c4e1618c71\",\"instructor_id\":\"rmp:914428\",\"instructor_name\":\"Meghan De Witt\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE3MDYzOTk2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/914428\"},{\"comment\":\"Diane is honestly the best math instructor I have ever had. She makes everything so easy to understand, and her pace is perfect. She focuses her class on doing group work to ensure that you understand the concepts. Plus, she's an absolute sweetheart.\",\"course_id\":\"MATH 113\",\"date\":\"2014-05-09 00:32:42 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"d1f3331959678cade16c3aa4\",\"instructor_id\":\"rmp:1390092\",\"instructor_name\":\"Diane Rivard\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIzMjA0NzQ4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1390092\"},{\"comment\":\"Not only is Professor Kaba really fun, but he is an amazing teacher. English isn't his first language, so you know he's not just throwing words around for the hell of it. If you go to class, take notes, and take practice tests - you will do well in this class. He is also available for office hours and will respect you for taking the time to meet.\",\"course_id\":\"MATH 113\",\"date\":\"2014-09-03 13:19:47 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"001a8c0e597708688462e12b\",\"instructor_id\":\"rmp:1819264\",\"instructor_name\":\"Oumar Kaba\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIzNTczODE3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1819264\"},{\"comment\":\"No Comments\",\"course_id\":\"MATH 113\",\"date\":\"2003-11-03 19:43:43 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"7b3a14166fd04748f549bb82\",\"instructor_id\":\"rmp:274596\",\"instructor_name\":\"Jean Pierre Rosay\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTEyNTY0NjY=\",\"source_url\":\"https://www.ratemyprofessors.com/professor/274596\"},{\"comment\":\"the worst man alive...rude, obnoxious, critical, and just flat out NOT a good teacher...all I can say is choose your professors wisely, because otherwise you'll be screwed...I walked into this class having taken precalc; honors, and I walked out dumber...he's horribleps: exams are from the devil :(\",\"course_id\":\"MATH 113\",\"date\":\"2004-11-02 02:14:08 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"66c49590961873561ece8876\",\"instructor_id\":\"rmp:274596\",\"instructor_name\":\"Jean Pierre Rosay\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTI2MzMxODk=\",\"source_url\":\"https://www.ratemyprofessors.com/professor/274596\"},{\"comment\":\"OMG, this man was the worst professor ever.  I'm not sure if he was ever taught the American system of mathematics, but his way of teaching is horrible!!  He can't teach well, he had no practice exams (which will probably change now), has no review sessions, can't really speak English, and somehow he is head of his department!!!  Good luck with him\",\"course_id\":\"MATH 113\",\"date\":\"2005-12-26 11:12:20 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"473f8b651901d63fb73f711e\",\"instructor_id\":\"rmp:517842\",\"instructor_name\":\"Xianghong Gong\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTExMjYwNTE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/517842\"},{\"comment\":\"This prof designs his test to fool kids. I took 7 practice exams leading up to the 2nd exam and got a 48%. This class has been described by his TAs as "the hardest math class you will ever take" and "worse than calc 211". He has an entertaining sense of humor, but his accent makes learning difficult. He focuses TOO MUCH on fundamentals.\",\"course_id\":\"MATH 113\",\"date\":\"2009-01-28 21:21:03 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"3e4b74ef616a19b847a99729\",\"instructor_id\":\"rmp:274596\",\"instructor_name\":\"Jean Pierre Rosay\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTE1NDI0MzU1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/274596\"},{\"comment\":\"Professor Jackson has made this course a lot more difficult than it needs to be. Class lectures are really confusing because he is very adamant about interactive learning yet continues to write sloppy work on the screens for us to copy down. It is hard to understand when he tries to explain the concepts while he is teaching. Thumbs down.\",\"course_id\":\"MATH 113\",\"date\":\"2021-12-02 14:55:29 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"c7c3dceea5c164cf6c262902\",\"instructor_id\":\"rmp:2733332\",\"instructor_name\":\"Billy Jackson\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM1MzQ1Mjc2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2733332\"},{\"comment\":\"He does not teach. He writes math topics on the board that are unorganized and difficult to understand. Worst experience I have had here. Very frustrating. \",\"course_id\":\"MATH 113\",\"date\":\"2023-05-07 15:52:09 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"292be77d088091531652f257\",\"instructor_id\":\"rmp:1819100\",\"instructor_name\":\"Rahul Mahajan\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM3ODQ3NjE3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1819100\"}],\"evidence_count\":9,\"review_ids\":[\"b9067ba0a5b519c4e1618c71\",\"d1f3331959678cade16c3aa4\",\"001a8c0e597708688462e12b\",\"7b3a14166fd04748f549bb82\",\"66c49590961873561ece8876\",\"473f8b651901d63fb73f711e\",\"3e4b74ef616a19b847a99729\",\"c7c3dceea5c164cf6c262902\",\"292be77d088091531652f257\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1390092\",\"name\":\"Diane Rivard\"},{\"id\":\"rmp:1819100\",\"name\":\"Rahul Mahajan\"},{\"id\":\"rmp:1819264\",\"name\":\"Oumar Kaba\"},{\"id\":\"rmp:2733332\",\"name\":\"Billy Jackson\"},{\"id\":\"rmp:274596\",\"name\":\"Jean Pierre Rosay\"},{\"id\":\"rmp:517842\",\"name\":\"Xianghong Gong\"},{\"id\":\"rmp:914428\",\"name\":\"Meghan De Witt\"}],\"review_year_end\":\"2023\",\"review_year_start\":\"2003\"},\"sentiment\":\"mixed\",\"summary\":\"Teaching styles vary significantly. Some professors are praised for clarity and helpfulness, while others are criticized for being confusing, mumbling, or having strong accents that hinder understanding.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"No Comments\",\"course_id\":\"MATH 113\",\"date\":\"2003-11-03 19:43:43 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"7b3a14166fd04748f549bb82\",\"instructor_id\":\"rmp:274596\",\"instructor_name\":\"Jean Pierre Rosay\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTEyNTY0NjY=\",\"source_url\":\"https://www.ratemyprofessors.com/professor/274596\"},{\"comment\":\"the worst man alive...rude, obnoxious, critical, and just flat out NOT a good teacher...all I can say is choose your professors wisely, because otherwise you'll be screwed...I walked into this class having taken precalc; honors, and I walked out dumber...he's horribleps: exams are from the devil :(\",\"course_id\":\"MATH 113\",\"date\":\"2004-11-02 02:14:08 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"66c49590961873561ece8876\",\"instructor_id\":\"rmp:274596\",\"instructor_name\":\"Jean Pierre Rosay\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTI2MzMxODk=\",\"source_url\":\"https://www.ratemyprofessors.com/professor/274596\"},{\"comment\":\"No Comments\",\"course_id\":\"MATH 113\",\"date\":\"2005-12-19 14:10:26 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"57db6f604c900f97c1c7b287\",\"instructor_id\":\"rmp:274596\",\"instructor_name\":\"Jean Pierre Rosay\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTExMjEyMTM4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/274596\"},{\"comment\":\"OMG, this man was the worst professor ever.  I'm not sure if he was ever taught the American system of mathematics, but his way of teaching is horrible!!  He can't teach well, he had no practice exams (which will probably change now), has no review sessions, can't really speak English, and somehow he is head of his department!!!  Good luck with him\",\"course_id\":\"MATH 113\",\"date\":\"2005-12-26 11:12:20 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"473f8b651901d63fb73f711e\",\"instructor_id\":\"rmp:517842\",\"instructor_name\":\"Xianghong Gong\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTExMjYwNTE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/517842\"},{\"comment\":\"Horrible teacher. The homework does not reflect the difficulty of the exams. You can know the trig front and backwards but still not get an A b/c the exams are a few levels harder and add a twist to each problem that you have not dealt with and can not figure out unless you have experience with it. Its ridiculously hard for a 2CR class! DO NOT TAKE\",\"course_id\":\"MATH 113\",\"date\":\"2006-05-14 00:58:35 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"e4a8b7b238434acb75fd33e7\",\"instructor_id\":\"rmp:517842\",\"instructor_name\":\"Xianghong Gong\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTExODgzNDYx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/517842\"},{\"comment\":\"He's easily the worst math teacher I've ever had. It's obvious the entire class has no idea what's he saying when he's talking, and half the time he doesn't even address the class, he just mumbles to himself and writes on the board. DO NOT take a class with him unless you're desperate and willing to do a lot of work.\",\"course_id\":\"MATH 113\",\"date\":\"2008-04-08 17:03:26 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"b8aced3dfab6ceea280dd479\",\"instructor_id\":\"rmp:517842\",\"instructor_name\":\"Xianghong Gong\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTE0MjYwNTkw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/517842\"},{\"comment\":\"This prof designs his test to fool kids. I took 7 practice exams leading up to the 2nd exam and got a 48%. This class has been described by his TAs as "the hardest math class you will ever take" and "worse than calc 211". He has an entertaining sense of humor, but his accent makes learning difficult. He focuses TOO MUCH on fundamentals.\",\"course_id\":\"MATH 113\",\"date\":\"2009-01-28 21:21:03 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"3e4b74ef616a19b847a99729\",\"instructor_id\":\"rmp:274596\",\"instructor_name\":\"Jean Pierre Rosay\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTE1NDI0MzU1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/274596\"},{\"comment\":\"Homework is mandatory, but it's not graded. There are 4 exams with only 10 questions and you can drop the lowest grade. There is a curve, but you don't find out about it until the 2nd exam. She recommends studying via lectures, homework problems, and book questions, but the study materials are not reflective of the exam. Not a great class...\",\"course_id\":\"MATH 113\",\"date\":\"2021-04-22 05:16:44 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"54a395c705e3583db873be22\",\"instructor_id\":\"rmp:251369\",\"instructor_name\":\"Eugenia Malitsky\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM0NTk4MzIy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/251369\"},{\"comment\":\"Dr. Jackson is definitely not the best professor I've ever had... I took Trig with him and he makes a 113 class way too complicated. Makes you proof/explain everything and does not let you use a calculator. Gives us "interactive" sheets to do throughout class but we don't finish them. Everyone bombed the first exam because the hw dont reflect exams\",\"course_id\":\"MATH 113\",\"date\":\"2021-11-11 02:23:18 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"112a3019aa77b9e8ab735776\",\"instructor_id\":\"rmp:2733332\",\"instructor_name\":\"Billy Jackson\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM1MjIzMTM0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2733332\"},{\"comment\":\"Billy Jackson moves through material very fast and isnt a very understanding professor. Your grades are based solely off homework and exams, there are no quizzes to practice the concepts before they are weighted more heavily. No matter how many reviews or office hours you go to, Dr. Jackson will not be understanding of your struggles in his class.\",\"course_id\":\"MATH 113\",\"date\":\"2021-12-28 17:35:22 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"f1a0400fcdb2c06570677b6e\",\"instructor_id\":\"rmp:2733332\",\"instructor_name\":\"Billy Jackson\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM1NjY3NjA2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2733332\"},{\"comment\":\"This class was really hard for me. The way the lectures were set up was very odd and I wasnt able to learn very well with his teaching style. The homework was online and sometimes super long and had things on it that I didnt see during the class lesson and had to teach myself. The exams were more straight forward than the homework though.\",\"course_id\":\"MATH 113\",\"date\":\"2022-06-21 18:56:17 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"8debfb5448c2f100ef702836\",\"instructor_id\":\"rmp:2733332\",\"instructor_name\":\"Billy Jackson\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM2NDc4ODIz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2733332\"},{\"comment\":\"Get ready to teach yourself everything. This class is actually pretty hard for a precalc class and Rahul is not a good teacher. Homeworks are very long and often unnecessarily tedious, but I personally found the tests to be on the easier side. Attendance is mandatory because there is a quiz every class.\",\"course_id\":\"MATH 113\",\"date\":\"2023-03-28 15:34:28 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"d2026ff51f4b2ae674808903\",\"instructor_id\":\"rmp:1819100\",\"instructor_name\":\"Rahul Mahajan\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM3NTQ5Mzc1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1819100\"}],\"evidence_count\":12,\"review_ids\":[\"7b3a14166fd04748f549bb82\",\"66c49590961873561ece8876\",\"57db6f604c900f97c1c7b287\",\"473f8b651901d63fb73f711e\",\"e4a8b7b238434acb75fd33e7\",\"b8aced3dfab6ceea280dd479\",\"3e4b74ef616a19b847a99729\",\"54a395c705e3583db873be22\",\"112a3019aa77b9e8ab735776\",\"f1a0400fcdb2c06570677b6e\",\"8debfb5448c2f100ef702836\",\"d2026ff51f4b2ae674808903\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1819100\",\"name\":\"Rahul Mahajan\"},{\"id\":\"rmp:251369\",\"name\":\"Eugenia Malitsky\"},{\"id\":\"rmp:2733332\",\"name\":\"Billy Jackson\"},{\"id\":\"rmp:274596\",\"name\":\"Jean Pierre Rosay\"},{\"id\":\"rmp:517842\",\"name\":\"Xianghong Gong\"}],\"review_year_end\":\"2023\",\"review_year_start\":\"2003\"},\"sentiment\":\"mixed\",\"summary\":\"The course experience is highly dependent on the instructor. While some find it manageable and rewarding, others find it unnecessarily difficult with exams that do not reflect the material taught.\"}]}","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_3c64a84a8de25196b895fe0d","course_id":"MATH 113","catalog_version_id":"97f71a460ef53c20b2474f3ac85fb2e7bd0db00a6232fa3554b73e1f60597e5a","record_version_id":"b0e882d3ba3336f2a96c3b080cc17dccc6c73b1401b74e95329c26646b93dc29","job_id":"enrich-b6d8f78c1be0d523cf09d00d","output_id":"623d83458f689bbfe5ff528b5f4a8a3fe75445545e9ad396f09f7ebdc498bb97","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"85a8b3c6bcc6b5535c111d76a997aadd9a4865cfba727d5fca2e408a7aafbd33\",\"course_id\":\"MATH 113\",\"current_instructors\":[{\"instructor_uid\":\"instructor_9f55555fec5d66c355332cbd\",\"message\":null,\"name\":\"Eugenia Malitsky\",\"review_status\":\"supported\",\"rmp_instructor_id\":\"rmp:251369\",\"summary\":[{\"citations\":[{\"instructor_name\":\"Eugenia Malitsky\",\"review_date\":\"2014-10-23 17:39:31 +0000 UTC\",\"review_id\":\"89fa144c1ea9b883956efdc9\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:251369\",\"source_review_id\":\"UmF0aW5nLTIzNjg4NDAy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/251369\",\"type\":\"review\"},{\"instructor_name\":\"Eugenia Malitsky\",\"review_date\":\"2017-12-01 13:56:15 +0000 UTC\",\"review_id\":\"47e8ed1564e710302e4d4c27\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:251369\",\"source_review_id\":\"UmF0aW5nLTI5MDEyOTc4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/251369\",\"type\":\"review\"},{\"instructor_name\":\"Eugenia Malitsky\",\"review_date\":\"2018-01-07 15:28:18 +0000 UTC\",\"review_id\":\"4d6fc38935d81bebf79843dd\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:251369\",\"source_review_id\":\"UmF0aW5nLTI5NDA1MTA1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/251369\",\"type\":\"review\"},{\"instructor_name\":\"Eugenia Malitsky\",\"review_date\":\"2019-12-09 02:10:35 +0000 UTC\",\"review_id\":\"7eb1c4a27ad94d4991f8daae\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:251369\",\"source_review_id\":\"UmF0aW5nLTMyNTcwMzQ3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/251369\",\"type\":\"review\"},{\"instructor_name\":\"Eugenia Malitsky\",\"review_date\":\"2021-05-05 22:01:49 +0000 UTC\",\"review_id\":\"a36715006cf382451dd84a1d\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:251369\",\"source_review_id\":\"UmF0aW5nLTM0NzE1ODIw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/251369\",\"type\":\"review\"},{\"instructor_name\":\"Eugenia Malitsky\",\"review_date\":\"2022-12-18 23:44:55 +0000 UTC\",\"review_id\":\"39e71a6a4a22db806f8f4033\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:251369\",\"source_review_id\":\"UmF0aW5nLTM3MTgxOTcx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/251369\",\"type\":\"review\"},{\"instructor_name\":\"Eugenia Malitsky\",\"review_date\":\"2026-05-02 20:36:38 +0000 UTC\",\"review_id\":\"0a9322a415a1cc68ab3119a9\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:251369\",\"source_review_id\":\"UmF0aW5nLTQzMDA1NDc1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/251369\",\"type\":\"review\"}],\"text\":\"Eugenia Malitsky is frequently criticized for boring lectures that read verbatim from the textbook or overcomplicate material. Some students report unclear explanations and passive-aggressive reactions to questions.\"},{\"citations\":[{\"instructor_name\":\"Eugenia Malitsky\",\"review_date\":\"2018-05-18 01:03:21 +0000 UTC\",\"review_id\":\"8d55755ed71522dc40ab82f0\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:251369\",\"source_review_id\":\"UmF0aW5nLTMwMTQyODcw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/251369\",\"type\":\"review\"},{\"instructor_name\":\"Eugenia Malitsky\",\"review_date\":\"2024-05-06 17:42:15 +0000 UTC\",\"review_id\":\"5cb36b7391d6c085342994fd\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:251369\",\"source_review_id\":\"UmF0aW5nLTM5Mzc4NzYy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/251369\",\"type\":\"review\"},{\"instructor_name\":\"Eugenia Malitsky\",\"review_date\":\"2024-12-21 02:09:57 +0000 UTC\",\"review_id\":\"8223b27e793103b3ccad979f\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:251369\",\"source_review_id\":\"UmF0aW5nLTQwNDAzNzgx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/251369\",\"type\":\"review\"}],\"text\":\"Conversely, others praise her simple explanations, helpful office hours, and clear exam communication, noting attendance and homework ensure preparation.\"},{\"citations\":[{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":5,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":6,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":7,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":5,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":7,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":5,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.25 GPA, 55.8% A/AB (n=165 letter grades); Fall 2025: 3.24 GPA, 58.9% A/AB (n=141 letter grades); Spring 2026: 3.44 GPA, 70.2% A/AB (n=161 letter grades).\"}]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Eugenia Malitsky\",\"review_date\":\"2019-12-09 02:10:35 +0000 UTC\",\"review_id\":\"7eb1c4a27ad94d4991f8daae\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:251369\",\"source_review_id\":\"UmF0aW5nLTMyNTcwMzQ3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/251369\",\"type\":\"review\"},{\"instructor_name\":\"Eugenia Malitsky\",\"review_date\":\"2024-05-06 17:42:15 +0000 UTC\",\"review_id\":\"5cb36b7391d6c085342994fd\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:251369\",\"source_review_id\":\"UmF0aW5nLTM5Mzc4NzYy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/251369\",\"type\":\"review\"},{\"instructor_name\":\"Eugenia Malitsky\",\"review_date\":\"2024-12-21 02:09:57 +0000 UTC\",\"review_id\":\"8223b27e793103b3ccad979f\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:251369\",\"source_review_id\":\"UmF0aW5nLTQwNDAzNzgx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/251369\",\"type\":\"review\"}],\"text\":\"The workload is light, with homework being optional and grading based on a few exams and weekly quizzes. Students report that doing the homework and attending class is sufficient for success, as exam prep mirrors the actual tests.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Xianghong Gong\",\"review_date\":\"2008-04-08 17:03:26 +0000 UTC\",\"review_id\":\"b8aced3dfab6ceea280dd479\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:517842\",\"source_review_id\":\"UmF0aW5nLTE0MjYwNTkw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/517842\",\"type\":\"review\"},{\"instructor_name\":\"Jean Pierre Rosay\",\"review_date\":\"2009-01-28 21:21:03 +0000 UTC\",\"review_id\":\"3e4b74ef616a19b847a99729\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:274596\",\"source_review_id\":\"UmF0aW5nLTE1NDI0MzU1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/274596\",\"type\":\"review\"},{\"instructor_name\":\"Meghan De Witt\",\"review_date\":\"2010-04-26 20:41:33 +0000 UTC\",\"review_id\":\"b9067ba0a5b519c4e1618c71\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:914428\",\"source_review_id\":\"UmF0aW5nLTE3MDYzOTk2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/914428\",\"type\":\"review\"},{\"instructor_name\":\"Diane Rivard\",\"review_date\":\"2014-05-09 00:32:42 +0000 UTC\",\"review_id\":\"d1f3331959678cade16c3aa4\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1390092\",\"source_review_id\":\"UmF0aW5nLTIzMjA0NzQ4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1390092\",\"type\":\"review\"},{\"instructor_name\":\"Oumar Kaba\",\"review_date\":\"2014-09-03 13:19:47 +0000 UTC\",\"review_id\":\"001a8c0e597708688462e12b\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1819264\",\"source_review_id\":\"UmF0aW5nLTIzNTczODE3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1819264\",\"type\":\"review\"},{\"instructor_name\":\"Billy Jackson\",\"review_date\":\"2021-11-11 02:23:18 +0000 UTC\",\"review_id\":\"112a3019aa77b9e8ab735776\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2733332\",\"source_review_id\":\"UmF0aW5nLTM1MjIzMTM0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2733332\",\"type\":\"review\"},{\"instructor_name\":\"Oumar Kaba\",\"review_date\":\"2022-05-07 19:10:35 +0000 UTC\",\"review_id\":\"697e83c708188e42e9a4e7c5\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1819264\",\"source_review_id\":\"UmF0aW5nLTM2Mjc0MDI0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1819264\",\"type\":\"review\"},{\"instructor_name\":\"Billy Jackson\",\"review_date\":\"2022-06-21 18:56:17 +0000 UTC\",\"review_id\":\"8debfb5448c2f100ef702836\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2733332\",\"source_review_id\":\"UmF0aW5nLTM2NDc4ODIz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2733332\",\"type\":\"review\"},{\"instructor_name\":\"Karen Duffy\",\"review_date\":\"2022-12-26 21:37:16 +0000 UTC\",\"review_id\":\"9bd6f7603d0e6124b84ad74a\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2830811\",\"source_review_id\":\"UmF0aW5nLTM3MjQ2NDY1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2830811\",\"type\":\"review\"},{\"instructor_name\":\"Rahul Mahajan\",\"review_date\":\"2023-03-28 15:34:28 +0000 UTC\",\"review_id\":\"d2026ff51f4b2ae674808903\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1819100\",\"source_review_id\":\"UmF0aW5nLTM3NTQ5Mzc1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1819100\",\"type\":\"review\"}],\"text\":\"Eugenia Malitsky is the current instructor, but no reviews exist for her teaching. Historical reviews describe varied experiences with past instructors, ranging from highly supportive and clear to frustrating and disorganized. Students report that success often depends on the specific professor's style and availability.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Eugenia Malitsky\",\"review_date\":\"2014-10-23 17:39:31 +0000 UTC\",\"review_id\":\"89fa144c1ea9b883956efdc9\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:251369\",\"source_review_id\":\"UmF0aW5nLTIzNjg4NDAy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/251369\",\"type\":\"review\"},{\"instructor_name\":\"Eugenia Malitsky\",\"review_date\":\"2018-01-07 15:28:18 +0000 UTC\",\"review_id\":\"4d6fc38935d81bebf79843dd\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:251369\",\"source_review_id\":\"UmF0aW5nLTI5NDA1MTA1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/251369\",\"type\":\"review\"},{\"instructor_name\":\"Eugenia Malitsky\",\"review_date\":\"2018-05-18 01:03:21 +0000 UTC\",\"review_id\":\"8d55755ed71522dc40ab82f0\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:251369\",\"source_review_id\":\"UmF0aW5nLTMwMTQyODcw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/251369\",\"type\":\"review\"},{\"instructor_name\":\"Eugenia Malitsky\",\"review_date\":\"2024-12-21 02:09:57 +0000 UTC\",\"review_id\":\"8223b27e793103b3ccad979f\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:251369\",\"source_review_id\":\"UmF0aW5nLTQwNDAzNzgx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/251369\",\"type\":\"review\"}],\"text\":\"Eugenia Malitsky's MATH 113 lectures are often described as dry and textbook-reading, yet she is generally helpful and explains concepts simply. Students report that exams are predictable and manageable with regular attendance and homework completion.\"},{\"citations\":[{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.28 GPA, 57.3% A/AB (n=281 letter grades); Fall 2025: 3.29 GPA, 63.4% A/AB (n=309 letter grades); Spring 2026: 3.39 GPA, 68.6% A/AB (n=264 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Eugenia Malitsky\",\"review_date\":\"2017-12-01 13:56:15 +0000 UTC\",\"review_id\":\"47e8ed1564e710302e4d4c27\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:251369\",\"source_review_id\":\"UmF0aW5nLTI5MDEyOTc4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/251369\",\"type\":\"review\"},{\"instructor_name\":\"Eugenia Malitsky\",\"review_date\":\"2021-05-05 22:01:49 +0000 UTC\",\"review_id\":\"a36715006cf382451dd84a1d\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:251369\",\"source_review_id\":\"UmF0aW5nLTM0NzE1ODIw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/251369\",\"type\":\"review\"},{\"instructor_name\":\"Eugenia Malitsky\",\"review_date\":\"2026-05-02 20:36:38 +0000 UTC\",\"review_id\":\"0a9322a415a1cc68ab3119a9\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:251369\",\"source_review_id\":\"UmF0aW5nLTQzMDA1NDc1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/251369\",\"type\":\"review\"}],\"text\":\"Some students find the teaching style unnecessarily complex or difficult to understand due to an accent. Others report negative interactions, noting that Malitsky can be passive-aggressive or sassy when students ask questions or seek clarification.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":5,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":5,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":6,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"}],\"text\":\"BILLY JACKSON is recorded teaching in Fall 2021, Fall 2022. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1144\",\"type\":\"grade\"}],\"text\":\"DIANE RIVARD is recorded teaching in Spring 2014. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1154\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1154\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":5,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":6,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":5,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":6,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":7,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":5,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":7,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":5,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"EUGENIA MALITSKY is recorded teaching in Fall 2014, Spring 2015, Fall 2015, Spring 2016, Fall 2016, Spring 2017, Fall 2017, Spring 2018, Fall 2018, Spring 2019, Fall 2019, Spring 2020, Fall 2020, Spring 2022, Fall 2022, Spring 2023, 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\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":6,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":6,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"}],\"text\":\"KAREN DUFFY is recorded teaching in Fall 2022, Fall 2023, Spring 2024. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1094\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1094\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":8,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1094\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":6,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1102\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":7,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1102\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1104\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1104\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":6,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":7,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":11,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":8,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1114\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":10,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1114\",\"type\":\"grade\"}],\"text\":\"MEGHAN DE WITT is recorded teaching in 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\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1122\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1124\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1132\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1134\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":7,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1142\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1144\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1154\",\"type\":\"grade\"}],\"text\":\"OUMAR KABA is recorded teaching in Fall 2011, Spring 2012, Fall 2012, Spring 2013, Fall 2013, Spring 2014, Spring 2015. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"}],\"text\":\"RAHUL MAHAJAN is recorded teaching in Fall 2022, Spring 2023. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":17,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1084\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":5,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":6,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":7,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":9,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":11,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"}],\"text\":\"XIANGHONG GONG is recorded teaching in Spring 2008, Fall 2010. 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},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_3c64a84a8de25196b895fe0d","course_id":"MATH 113","catalog_version_id":"97f71a460ef53c20b2474f3ac85fb2e7bd0db00a6232fa3554b73e1f60597e5a","record_version_id":"b0e882d3ba3336f2a96c3b080cc17dccc6c73b1401b74e95329c26646b93dc29","job_id":"enrich-dab8f6acaa72f26086773521","output_id":"62e27b12ff7ae48bac1c2339d91690a1398bf035c85e33f1886577d31a32230c","section":"requirements","status":"invalid","value_json":null,"candidate_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"MATH 112or placement intoMATH 113. Not open to students with credit forMATH 114.\",\"id\":\"n0\",\"kind\":\"all\"},{\"children\":[\"n3\",\"n4\"],\"condition\":null,\"course\":null,\"evidence\":\"MATH 112or placement intoMATH 113\",\"id\":\"n1\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":112,\"minimum_grade\":null,\"subjects\":[\"MATH\"],\"timing\":\"prior\"},\"evidence\":\"MATH 112\",\"id\":\"n2\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"placement intoMATH 113\",\"course\":null,\"evidence\":\"placement intoMATH 113\",\"id\":\"n3\",\"kind\":\"condition\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":114,\"minimum_grade\":null,\"subjects\":[\"MATH\"],\"timing\":\"unspecified\"},\"evidence\":\"Not open to students with credit forMATH 114\",\"id\":\"n4\",\"kind\":\"not\"},{\"children\":[\"n6\",\"n7\"],\"condition\":null,\"course\":null,\"evidence\":\"MATH 112or placement intoMATH 113\",\"id\":\"n5\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":112,\"minimum_grade\":null,\"subjects\":[\"MATH\"],\"timing\":\"prior\"},\"evidence\":\"MATH 112\",\"id\":\"n6\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"placement intoMATH 113\",\"course\":null,\"evidence\":\"placement intoMATH 113\",\"id\":\"n7\",\"kind\":\"condition\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":114,\"minimum_grade\":null,\"subjects\":[\"MATH\"],\"timing\":\"unspecified\"},\"evidence\":\"Not open to students with credit forMATH 114\",\"id\":\"n8\",\"kind\":\"not\"}],\"notes\":[\"Missing space in 'MATH 112or' and 'intoMATH 113' in source text.\"],\"root\":\"n0\",\"status\":\"needs_review\"}","error":"Unreachable nodes: n5, n6, n7, n8; connect all conditions and exclusions to the root.\nMissing global exclusion 'Not open to students with credit forMATH 114': 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_3c64a84a8de25196b895fe0d","course_id":"MATH 113","catalog_version_id":"97f71a460ef53c20b2474f3ac85fb2e7bd0db00a6232fa3554b73e1f60597e5a","record_version_id":"b0e882d3ba3336f2a96c3b080cc17dccc6c73b1401b74e95329c26646b93dc29","job_id":"enrich-dab8f6acaa72f26086773521","output_id":"62e27b12ff7ae48bac1c2339d91690a1398bf035c85e33f1886577d31a32230c","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"MATH 112\",\"field\":\"description\",\"quote\":\"Properties of elementary functions, such as polynomial, absolute value, radical, rational, exponential, and logarithmic functions.\"}],\"text\":\"College Algebra fundamentals including elementary functions and their properties.\"}],\"search_phrases\":[\"trigonometry course\",\"MATH 113 trigonometric functions\",\"precalculus alternative trigonometry\",\"DeMoivre's theorem polar equations\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"MATH 113\",\"field\":\"description\",\"quote\":\"Formulating, analyzing, solving, and interpreting mathematical and real-world problems using trigonometry.\"}],\"text\":\"Formulating, analyzing, solving, and interpreting mathematical and real-world problems using trigonometry.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"MATH 113\",\"field\":\"title\",\"quote\":\"TRIGONOMETRY\"},{\"course_id\":\"MATH 113\",\"field\":\"description\",\"quote\":\"Covers the graphs, properties and geometric significance of trigonometric functions of a real variable.\"}],\"text\":\"MATH 113 TRIGONOMETRY covers graphs, properties, and geometric significance of trigonometric functions, equations, identities, and complex numbers.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"MATH 113\",\"field\":\"description\",\"quote\":\"trigonometric equations and identities\"}],\"text\":\"Trigonometric equations and identities.\"},{\"evidence\":[{\"course_id\":\"MATH 113\",\"field\":\"description\",\"quote\":\"trigonometric form of complex numbers, DeMoivre's theorem\"}],\"text\":\"Trigonometric form of complex numbers and DeMoivre's theorem.\"},{\"evidence\":[{\"course_id\":\"MATH 113\",\"field\":\"description\",\"quote\":\"polar and parametric equations\"}],\"text\":\"Polar and parametric equations.\"}]}","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_3c64a84a8de25196b895fe0d","course_id":"MATH 113","catalog_version_id":"97f71a460ef53c20b2474f3ac85fb2e7bd0db00a6232fa3554b73e1f60597e5a","record_version_id":"b0e882d3ba3336f2a96c3b080cc17dccc6c73b1401b74e95329c26646b93dc29","job_id":"enrich-dab8f6acaa72f26086773521","output_id":"62e27b12ff7ae48bac1c2339d91690a1398bf035c85e33f1886577d31a32230c","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_3c64a84a8de25196b895fe0d","course_id":"MATH 113","catalog_version_id":"97f71a460ef53c20b2474f3ac85fb2e7bd0db00a6232fa3554b73e1f60597e5a","record_version_id":"b0e882d3ba3336f2a96c3b080cc17dccc6c73b1401b74e95329c26646b93dc29","job_id":"enrich-e7041a2e7f0e20d6266712e0","output_id":"37f6995b74bab138b37ac12a7ee9350a53c74c796f9885da0424a7b360f8559f","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"req_1\",\"req_2\"],\"condition\":null,\"course\":null,\"evidence\":\"MATH 112or placement intoMATH 113. Not open to students with credit forMATH 114.\",\"id\":\"req_root\",\"kind\":\"all\"},{\"children\":[\"req_1a\",\"req_1b\"],\"condition\":null,\"course\":null,\"evidence\":\"MATH 112or placement intoMATH 113.\",\"id\":\"req_1\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":112,\"minimum_grade\":null,\"subjects\":[\"MATH\"],\"timing\":\"prior\"},\"evidence\":\"MATH 112or placement intoMATH 113.\",\"id\":\"req_1a\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"placement intoMATH 113\",\"course\":null,\"evidence\":\"MATH 112or placement intoMATH 113.\",\"id\":\"req_1b\",\"kind\":\"condition\"},{\"children\":[\"req_2a\"],\"condition\":null,\"course\":null,\"evidence\":\"Not open to students with credit forMATH 114.\",\"id\":\"req_2\",\"kind\":\"not\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":114,\"minimum_grade\":null,\"subjects\":[\"MATH\"],\"timing\":\"prior\"},\"evidence\":\"Not open to students with credit forMATH 114.\",\"id\":\"req_2a\",\"kind\":\"course\"}],\"notes\":[],\"root\":\"req_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_3c64a84a8de25196b895fe0d","course_id":"MATH 113","catalog_version_id":"97f71a460ef53c20b2474f3ac85fb2e7bd0db00a6232fa3554b73e1f60597e5a","record_version_id":"b0e882d3ba3336f2a96c3b080cc17dccc6c73b1401b74e95329c26646b93dc29","job_id":"enrich-e7041a2e7f0e20d6266712e0","output_id":"37f6995b74bab138b37ac12a7ee9350a53c74c796f9885da0424a7b360f8559f","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"MATH 112\",\"field\":\"description\",\"quote\":\"Properties of elementary functions, such as polynomial, absolute value, radical, rational, exponential, and logarithmic functions.\"}],\"text\":\"College Algebra fundamentals including elementary functions and their properties.\"}],\"search_phrases\":[\"trigonometry course\",\"MATH 113 trigonometric functions\",\"precalculus alternative trigonometry\",\"DeMoivre's theorem polar equations\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"MATH 113\",\"field\":\"description\",\"quote\":\"Formulating, analyzing, solving, and interpreting mathematical and real-world problems using trigonometry.\"}],\"text\":\"Formulating, analyzing, solving, and interpreting mathematical and real-world problems using trigonometry.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"MATH 113\",\"field\":\"title\",\"quote\":\"TRIGONOMETRY\"},{\"course_id\":\"MATH 113\",\"field\":\"description\",\"quote\":\"Covers the graphs, properties and geometric significance of trigonometric functions of a real variable.\"}],\"text\":\"MATH 113 TRIGONOMETRY covers graphs, properties, and geometric significance of trigonometric functions, equations, identities, and complex numbers.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"MATH 113\",\"field\":\"description\",\"quote\":\"trigonometric equations and identities\"}],\"text\":\"Trigonometric equations and identities.\"},{\"evidence\":[{\"course_id\":\"MATH 113\",\"field\":\"description\",\"quote\":\"trigonometric form of complex numbers, DeMoivre's theorem\"}],\"text\":\"Trigonometric form of complex numbers and DeMoivre's theorem.\"},{\"evidence\":[{\"course_id\":\"MATH 113\",\"field\":\"description\",\"quote\":\"polar and parametric equations\"}],\"text\":\"Polar and parametric equations.\"}]}","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_3c64a84a8de25196b895fe0d","course_id":"MATH 113","catalog_version_id":"97f71a460ef53c20b2474f3ac85fb2e7bd0db00a6232fa3554b73e1f60597e5a","record_version_id":"b0e882d3ba3336f2a96c3b080cc17dccc6c73b1401b74e95329c26646b93dc29","job_id":"enrich-e7041a2e7f0e20d6266712e0","output_id":"37f6995b74bab138b37ac12a7ee9350a53c74c796f9885da0424a7b360f8559f","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Good teacher and very helpful. Encourages those struggling with the material to seek her out--she WILL help. She has a lot of stories to tell, and she will reward her section with treats when they do well on exams.\",\"course_id\":\"MATH 113\",\"date\":\"2010-04-26 20:41:33 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"b9067ba0a5b519c4e1618c71\",\"instructor_id\":\"rmp:914428\",\"instructor_name\":\"Meghan De Witt\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE3MDYzOTk2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/914428\"},{\"comment\":\"Diane is honestly the best math instructor I have ever had. She makes everything so easy to understand, and her pace is perfect. She focuses her class on doing group work to ensure that you understand the concepts. Plus, she's an absolute sweetheart.\",\"course_id\":\"MATH 113\",\"date\":\"2014-05-09 00:32:42 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"d1f3331959678cade16c3aa4\",\"instructor_id\":\"rmp:1390092\",\"instructor_name\":\"Diane Rivard\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIzMjA0NzQ4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1390092\"},{\"comment\":\"Not only is Professor Kaba really fun, but he is an amazing teacher. English isn't his first language, so you know he's not just throwing words around for the hell of it. If you go to class, take notes, and take practice tests - you will do well in this class. He is also available for office hours and will respect you for taking the time to meet.\",\"course_id\":\"MATH 113\",\"date\":\"2014-09-03 13:19:47 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"001a8c0e597708688462e12b\",\"instructor_id\":\"rmp:1819264\",\"instructor_name\":\"Oumar Kaba\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIzNTczODE3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1819264\"},{\"comment\":\"No Comments\",\"course_id\":\"MATH 113\",\"date\":\"2003-11-03 19:43:43 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"7b3a14166fd04748f549bb82\",\"instructor_id\":\"rmp:274596\",\"instructor_name\":\"Jean Pierre Rosay\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTEyNTY0NjY=\",\"source_url\":\"https://www.ratemyprofessors.com/professor/274596\"},{\"comment\":\"the worst man alive...rude, obnoxious, critical, and just flat out NOT a good teacher...all I can say is choose your professors wisely, because otherwise you'll be screwed...I walked into this class having taken precalc; honors, and I walked out dumber...he's horribleps: exams are from the devil :(\",\"course_id\":\"MATH 113\",\"date\":\"2004-11-02 02:14:08 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"66c49590961873561ece8876\",\"instructor_id\":\"rmp:274596\",\"instructor_name\":\"Jean Pierre Rosay\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTI2MzMxODk=\",\"source_url\":\"https://www.ratemyprofessors.com/professor/274596\"},{\"comment\":\"OMG, this man was the worst professor ever.  I'm not sure if he was ever taught the American system of mathematics, but his way of teaching is horrible!!  He can't teach well, he had no practice exams (which will probably change now), has no review sessions, can't really speak English, and somehow he is head of his department!!!  Good luck with him\",\"course_id\":\"MATH 113\",\"date\":\"2005-12-26 11:12:20 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"473f8b651901d63fb73f711e\",\"instructor_id\":\"rmp:517842\",\"instructor_name\":\"Xianghong Gong\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTExMjYwNTE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/517842\"},{\"comment\":\"This prof designs his test to fool kids. I took 7 practice exams leading up to the 2nd exam and got a 48%. This class has been described by his TAs as "the hardest math class you will ever take" and "worse than calc 211". He has an entertaining sense of humor, but his accent makes learning difficult. He focuses TOO MUCH on fundamentals.\",\"course_id\":\"MATH 113\",\"date\":\"2009-01-28 21:21:03 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"3e4b74ef616a19b847a99729\",\"instructor_id\":\"rmp:274596\",\"instructor_name\":\"Jean Pierre Rosay\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTE1NDI0MzU1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/274596\"},{\"comment\":\"Professor Jackson has made this course a lot more difficult than it needs to be. Class lectures are really confusing because he is very adamant about interactive learning yet continues to write sloppy work on the screens for us to copy down. It is hard to understand when he tries to explain the concepts while he is teaching. Thumbs down.\",\"course_id\":\"MATH 113\",\"date\":\"2021-12-02 14:55:29 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"c7c3dceea5c164cf6c262902\",\"instructor_id\":\"rmp:2733332\",\"instructor_name\":\"Billy Jackson\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM1MzQ1Mjc2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2733332\"},{\"comment\":\"He does not teach. He writes math topics on the board that are unorganized and difficult to understand. Worst experience I have had here. Very frustrating. \",\"course_id\":\"MATH 113\",\"date\":\"2023-05-07 15:52:09 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"292be77d088091531652f257\",\"instructor_id\":\"rmp:1819100\",\"instructor_name\":\"Rahul Mahajan\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM3ODQ3NjE3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1819100\"}],\"evidence_count\":9,\"review_ids\":[\"b9067ba0a5b519c4e1618c71\",\"d1f3331959678cade16c3aa4\",\"001a8c0e597708688462e12b\",\"7b3a14166fd04748f549bb82\",\"66c49590961873561ece8876\",\"473f8b651901d63fb73f711e\",\"3e4b74ef616a19b847a99729\",\"c7c3dceea5c164cf6c262902\",\"292be77d088091531652f257\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1390092\",\"name\":\"Diane Rivard\"},{\"id\":\"rmp:1819100\",\"name\":\"Rahul Mahajan\"},{\"id\":\"rmp:1819264\",\"name\":\"Oumar Kaba\"},{\"id\":\"rmp:2733332\",\"name\":\"Billy Jackson\"},{\"id\":\"rmp:274596\",\"name\":\"Jean Pierre Rosay\"},{\"id\":\"rmp:517842\",\"name\":\"Xianghong Gong\"},{\"id\":\"rmp:914428\",\"name\":\"Meghan De Witt\"}],\"review_year_end\":\"2023\",\"review_year_start\":\"2003\"},\"sentiment\":\"mixed\",\"summary\":\"Teaching styles vary significantly. Some professors are praised for clarity and helpfulness, while others are criticized for being confusing, mumbling, or having strong accents that hinder understanding.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"No Comments\",\"course_id\":\"MATH 113\",\"date\":\"2003-11-03 19:43:43 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"7b3a14166fd04748f549bb82\",\"instructor_id\":\"rmp:274596\",\"instructor_name\":\"Jean Pierre Rosay\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTEyNTY0NjY=\",\"source_url\":\"https://www.ratemyprofessors.com/professor/274596\"},{\"comment\":\"the worst man alive...rude, obnoxious, critical, and just flat out NOT a good teacher...all I can say is choose your professors wisely, because otherwise you'll be screwed...I walked into this class having taken precalc; honors, and I walked out dumber...he's horribleps: exams are from the devil :(\",\"course_id\":\"MATH 113\",\"date\":\"2004-11-02 02:14:08 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"66c49590961873561ece8876\",\"instructor_id\":\"rmp:274596\",\"instructor_name\":\"Jean Pierre Rosay\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTI2MzMxODk=\",\"source_url\":\"https://www.ratemyprofessors.com/professor/274596\"},{\"comment\":\"No Comments\",\"course_id\":\"MATH 113\",\"date\":\"2005-12-19 14:10:26 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"57db6f604c900f97c1c7b287\",\"instructor_id\":\"rmp:274596\",\"instructor_name\":\"Jean Pierre Rosay\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTExMjEyMTM4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/274596\"},{\"comment\":\"OMG, this man was the worst professor ever.  I'm not sure if he was ever taught the American system of mathematics, but his way of teaching is horrible!!  He can't teach well, he had no practice exams (which will probably change now), has no review sessions, can't really speak English, and somehow he is head of his department!!!  Good luck with him\",\"course_id\":\"MATH 113\",\"date\":\"2005-12-26 11:12:20 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"473f8b651901d63fb73f711e\",\"instructor_id\":\"rmp:517842\",\"instructor_name\":\"Xianghong Gong\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTExMjYwNTE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/517842\"},{\"comment\":\"Horrible teacher. The homework does not reflect the difficulty of the exams. You can know the trig front and backwards but still not get an A b/c the exams are a few levels harder and add a twist to each problem that you have not dealt with and can not figure out unless you have experience with it. Its ridiculously hard for a 2CR class! DO NOT TAKE\",\"course_id\":\"MATH 113\",\"date\":\"2006-05-14 00:58:35 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"e4a8b7b238434acb75fd33e7\",\"instructor_id\":\"rmp:517842\",\"instructor_name\":\"Xianghong Gong\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTExODgzNDYx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/517842\"},{\"comment\":\"He's easily the worst math teacher I've ever had. It's obvious the entire class has no idea what's he saying when he's talking, and half the time he doesn't even address the class, he just mumbles to himself and writes on the board. DO NOT take a class with him unless you're desperate and willing to do a lot of work.\",\"course_id\":\"MATH 113\",\"date\":\"2008-04-08 17:03:26 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"b8aced3dfab6ceea280dd479\",\"instructor_id\":\"rmp:517842\",\"instructor_name\":\"Xianghong Gong\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTE0MjYwNTkw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/517842\"},{\"comment\":\"This prof designs his test to fool kids. I took 7 practice exams leading up to the 2nd exam and got a 48%. This class has been described by his TAs as "the hardest math class you will ever take" and "worse than calc 211". He has an entertaining sense of humor, but his accent makes learning difficult. He focuses TOO MUCH on fundamentals.\",\"course_id\":\"MATH 113\",\"date\":\"2009-01-28 21:21:03 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"3e4b74ef616a19b847a99729\",\"instructor_id\":\"rmp:274596\",\"instructor_name\":\"Jean Pierre Rosay\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTE1NDI0MzU1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/274596\"},{\"comment\":\"Homework is mandatory, but it's not graded. There are 4 exams with only 10 questions and you can drop the lowest grade. There is a curve, but you don't find out about it until the 2nd exam. She recommends studying via lectures, homework problems, and book questions, but the study materials are not reflective of the exam. Not a great class...\",\"course_id\":\"MATH 113\",\"date\":\"2021-04-22 05:16:44 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"54a395c705e3583db873be22\",\"instructor_id\":\"rmp:251369\",\"instructor_name\":\"Eugenia Malitsky\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM0NTk4MzIy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/251369\"},{\"comment\":\"Dr. Jackson is definitely not the best professor I've ever had... I took Trig with him and he makes a 113 class way too complicated. Makes you proof/explain everything and does not let you use a calculator. Gives us "interactive" sheets to do throughout class but we don't finish them. Everyone bombed the first exam because the hw dont reflect exams\",\"course_id\":\"MATH 113\",\"date\":\"2021-11-11 02:23:18 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"112a3019aa77b9e8ab735776\",\"instructor_id\":\"rmp:2733332\",\"instructor_name\":\"Billy Jackson\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM1MjIzMTM0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2733332\"},{\"comment\":\"Billy Jackson moves through material very fast and isnt a very understanding professor. Your grades are based solely off homework and exams, there are no quizzes to practice the concepts before they are weighted more heavily. No matter how many reviews or office hours you go to, Dr. Jackson will not be understanding of your struggles in his class.\",\"course_id\":\"MATH 113\",\"date\":\"2021-12-28 17:35:22 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"f1a0400fcdb2c06570677b6e\",\"instructor_id\":\"rmp:2733332\",\"instructor_name\":\"Billy Jackson\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM1NjY3NjA2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2733332\"},{\"comment\":\"This class was really hard for me. The way the lectures were set up was very odd and I wasnt able to learn very well with his teaching style. The homework was online and sometimes super long and had things on it that I didnt see during the class lesson and had to teach myself. The exams were more straight forward than the homework though.\",\"course_id\":\"MATH 113\",\"date\":\"2022-06-21 18:56:17 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"8debfb5448c2f100ef702836\",\"instructor_id\":\"rmp:2733332\",\"instructor_name\":\"Billy Jackson\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM2NDc4ODIz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2733332\"},{\"comment\":\"Get ready to teach yourself everything. This class is actually pretty hard for a precalc class and Rahul is not a good teacher. Homeworks are very long and often unnecessarily tedious, but I personally found the tests to be on the easier side. Attendance is mandatory because there is a quiz every class.\",\"course_id\":\"MATH 113\",\"date\":\"2023-03-28 15:34:28 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"d2026ff51f4b2ae674808903\",\"instructor_id\":\"rmp:1819100\",\"instructor_name\":\"Rahul Mahajan\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM3NTQ5Mzc1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1819100\"}],\"evidence_count\":12,\"review_ids\":[\"7b3a14166fd04748f549bb82\",\"66c49590961873561ece8876\",\"57db6f604c900f97c1c7b287\",\"473f8b651901d63fb73f711e\",\"e4a8b7b238434acb75fd33e7\",\"b8aced3dfab6ceea280dd479\",\"3e4b74ef616a19b847a99729\",\"54a395c705e3583db873be22\",\"112a3019aa77b9e8ab735776\",\"f1a0400fcdb2c06570677b6e\",\"8debfb5448c2f100ef702836\",\"d2026ff51f4b2ae674808903\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1819100\",\"name\":\"Rahul Mahajan\"},{\"id\":\"rmp:251369\",\"name\":\"Eugenia Malitsky\"},{\"id\":\"rmp:2733332\",\"name\":\"Billy Jackson\"},{\"id\":\"rmp:274596\",\"name\":\"Jean Pierre Rosay\"},{\"id\":\"rmp:517842\",\"name\":\"Xianghong Gong\"}],\"review_year_end\":\"2023\",\"review_year_start\":\"2003\"},\"sentiment\":\"mixed\",\"summary\":\"The course experience is highly dependent on the instructor. While some find it manageable and rewarding, others find it unnecessarily difficult with exams that do not reflect the material taught.\"}]}","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_3c64a84a8de25196b895fe0d","course_id":"MATH 113","catalog_version_id":"97f71a460ef53c20b2474f3ac85fb2e7bd0db00a6232fa3554b73e1f60597e5a","record_version_id":"b0e882d3ba3336f2a96c3b080cc17dccc6c73b1401b74e95329c26646b93dc29","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"feac396f4b3b52e93d3cb63cd53ae86e4c3520499de4a2a6f5c242e584cfffa0","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"req_1\",\"req_2\"],\"condition\":null,\"course\":null,\"evidence\":\"MATH 112or placement intoMATH 113. Not open to students with credit forMATH 114.\",\"id\":\"req_root\",\"kind\":\"all\"},{\"children\":[\"req_1a\",\"req_1b\"],\"condition\":null,\"course\":null,\"evidence\":\"MATH 112or placement intoMATH 113.\",\"id\":\"req_1\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":112,\"minimum_grade\":null,\"subjects\":[\"MATH\"],\"timing\":\"prior\"},\"evidence\":\"MATH 112or placement intoMATH 113.\",\"id\":\"req_1a\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"placement intoMATH 113\",\"course\":null,\"evidence\":\"MATH 112or placement intoMATH 113.\",\"id\":\"req_1b\",\"kind\":\"condition\"},{\"children\":[\"req_2a\"],\"condition\":null,\"course\":null,\"evidence\":\"Not open to students with credit forMATH 114.\",\"id\":\"req_2\",\"kind\":\"not\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":114,\"minimum_grade\":null,\"subjects\":[\"MATH\"],\"timing\":\"prior\"},\"evidence\":\"Not open to students with credit forMATH 114.\",\"id\":\"req_2a\",\"kind\":\"course\"}],\"notes\":[],\"root\":\"req_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_3c64a84a8de25196b895fe0d","course_id":"MATH 113","catalog_version_id":"97f71a460ef53c20b2474f3ac85fb2e7bd0db00a6232fa3554b73e1f60597e5a","record_version_id":"b0e882d3ba3336f2a96c3b080cc17dccc6c73b1401b74e95329c26646b93dc29","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"feac396f4b3b52e93d3cb63cd53ae86e4c3520499de4a2a6f5c242e584cfffa0","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"MATH 112\",\"field\":\"description\",\"quote\":\"Properties of elementary functions, such as polynomial, absolute value, radical, rational, exponential, and logarithmic functions.\"}],\"text\":\"College Algebra fundamentals including elementary functions and their properties.\"}],\"search_phrases\":[\"trigonometry course\",\"MATH 113 trigonometric functions\",\"precalculus alternative trigonometry\",\"DeMoivre's theorem polar equations\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"MATH 113\",\"field\":\"description\",\"quote\":\"Formulating, analyzing, solving, and interpreting mathematical and real-world problems using trigonometry.\"}],\"text\":\"Formulating, analyzing, solving, and interpreting mathematical and real-world problems using trigonometry.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"MATH 113\",\"field\":\"title\",\"quote\":\"TRIGONOMETRY\"},{\"course_id\":\"MATH 113\",\"field\":\"description\",\"quote\":\"Covers the graphs, properties and geometric significance of trigonometric functions of a real variable.\"}],\"text\":\"MATH 113 TRIGONOMETRY covers graphs, properties, and geometric significance of trigonometric functions, equations, identities, and complex numbers.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"MATH 113\",\"field\":\"description\",\"quote\":\"trigonometric equations and identities\"}],\"text\":\"Trigonometric equations and identities.\"},{\"evidence\":[{\"course_id\":\"MATH 113\",\"field\":\"description\",\"quote\":\"trigonometric form of complex numbers, DeMoivre's theorem\"}],\"text\":\"Trigonometric form of complex numbers and DeMoivre's theorem.\"},{\"evidence\":[{\"course_id\":\"MATH 113\",\"field\":\"description\",\"quote\":\"polar and parametric equations\"}],\"text\":\"Polar and parametric equations.\"}]}","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_3c64a84a8de25196b895fe0d","course_id":"MATH 113","catalog_version_id":"97f71a460ef53c20b2474f3ac85fb2e7bd0db00a6232fa3554b73e1f60597e5a","record_version_id":"b0e882d3ba3336f2a96c3b080cc17dccc6c73b1401b74e95329c26646b93dc29","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"feac396f4b3b52e93d3cb63cd53ae86e4c3520499de4a2a6f5c242e584cfffa0","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Good teacher and very helpful. Encourages those struggling with the material to seek her out--she WILL help. She has a lot of stories to tell, and she will reward her section with treats when they do well on exams.\",\"course_id\":\"MATH 113\",\"date\":\"2010-04-26 20:41:33 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"b9067ba0a5b519c4e1618c71\",\"instructor_id\":\"rmp:914428\",\"instructor_name\":\"Meghan De Witt\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE3MDYzOTk2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/914428\"},{\"comment\":\"Diane is honestly the best math instructor I have ever had. She makes everything so easy to understand, and her pace is perfect. She focuses her class on doing group work to ensure that you understand the concepts. Plus, she's an absolute sweetheart.\",\"course_id\":\"MATH 113\",\"date\":\"2014-05-09 00:32:42 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"d1f3331959678cade16c3aa4\",\"instructor_id\":\"rmp:1390092\",\"instructor_name\":\"Diane Rivard\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIzMjA0NzQ4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1390092\"},{\"comment\":\"Not only is Professor Kaba really fun, but he is an amazing teacher. English isn't his first language, so you know he's not just throwing words around for the hell of it. If you go to class, take notes, and take practice tests - you will do well in this class. He is also available for office hours and will respect you for taking the time to meet.\",\"course_id\":\"MATH 113\",\"date\":\"2014-09-03 13:19:47 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"001a8c0e597708688462e12b\",\"instructor_id\":\"rmp:1819264\",\"instructor_name\":\"Oumar Kaba\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIzNTczODE3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1819264\"},{\"comment\":\"No Comments\",\"course_id\":\"MATH 113\",\"date\":\"2003-11-03 19:43:43 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"7b3a14166fd04748f549bb82\",\"instructor_id\":\"rmp:274596\",\"instructor_name\":\"Jean Pierre Rosay\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTEyNTY0NjY=\",\"source_url\":\"https://www.ratemyprofessors.com/professor/274596\"},{\"comment\":\"the worst man alive...rude, obnoxious, critical, and just flat out NOT a good teacher...all I can say is choose your professors wisely, because otherwise you'll be screwed...I walked into this class having taken precalc; honors, and I walked out dumber...he's horribleps: exams are from the devil :(\",\"course_id\":\"MATH 113\",\"date\":\"2004-11-02 02:14:08 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"66c49590961873561ece8876\",\"instructor_id\":\"rmp:274596\",\"instructor_name\":\"Jean Pierre Rosay\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTI2MzMxODk=\",\"source_url\":\"https://www.ratemyprofessors.com/professor/274596\"},{\"comment\":\"OMG, this man was the worst professor ever.  I'm not sure if he was ever taught the American system of mathematics, but his way of teaching is horrible!!  He can't teach well, he had no practice exams (which will probably change now), has no review sessions, can't really speak English, and somehow he is head of his department!!!  Good luck with him\",\"course_id\":\"MATH 113\",\"date\":\"2005-12-26 11:12:20 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"473f8b651901d63fb73f711e\",\"instructor_id\":\"rmp:517842\",\"instructor_name\":\"Xianghong Gong\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTExMjYwNTE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/517842\"},{\"comment\":\"This prof designs his test to fool kids. I took 7 practice exams leading up to the 2nd exam and got a 48%. This class has been described by his TAs as "the hardest math class you will ever take" and "worse than calc 211". He has an entertaining sense of humor, but his accent makes learning difficult. He focuses TOO MUCH on fundamentals.\",\"course_id\":\"MATH 113\",\"date\":\"2009-01-28 21:21:03 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"3e4b74ef616a19b847a99729\",\"instructor_id\":\"rmp:274596\",\"instructor_name\":\"Jean Pierre Rosay\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTE1NDI0MzU1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/274596\"},{\"comment\":\"Professor Jackson has made this course a lot more difficult than it needs to be. Class lectures are really confusing because he is very adamant about interactive learning yet continues to write sloppy work on the screens for us to copy down. It is hard to understand when he tries to explain the concepts while he is teaching. Thumbs down.\",\"course_id\":\"MATH 113\",\"date\":\"2021-12-02 14:55:29 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"c7c3dceea5c164cf6c262902\",\"instructor_id\":\"rmp:2733332\",\"instructor_name\":\"Billy Jackson\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM1MzQ1Mjc2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2733332\"},{\"comment\":\"He does not teach. He writes math topics on the board that are unorganized and difficult to understand. Worst experience I have had here. Very frustrating. \",\"course_id\":\"MATH 113\",\"date\":\"2023-05-07 15:52:09 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"292be77d088091531652f257\",\"instructor_id\":\"rmp:1819100\",\"instructor_name\":\"Rahul Mahajan\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM3ODQ3NjE3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1819100\"}],\"evidence_count\":9,\"review_ids\":[\"b9067ba0a5b519c4e1618c71\",\"d1f3331959678cade16c3aa4\",\"001a8c0e597708688462e12b\",\"7b3a14166fd04748f549bb82\",\"66c49590961873561ece8876\",\"473f8b651901d63fb73f711e\",\"3e4b74ef616a19b847a99729\",\"c7c3dceea5c164cf6c262902\",\"292be77d088091531652f257\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1390092\",\"name\":\"Diane Rivard\"},{\"id\":\"rmp:1819100\",\"name\":\"Rahul Mahajan\"},{\"id\":\"rmp:1819264\",\"name\":\"Oumar Kaba\"},{\"id\":\"rmp:2733332\",\"name\":\"Billy Jackson\"},{\"id\":\"rmp:274596\",\"name\":\"Jean Pierre Rosay\"},{\"id\":\"rmp:517842\",\"name\":\"Xianghong Gong\"},{\"id\":\"rmp:914428\",\"name\":\"Meghan De Witt\"}],\"review_year_end\":\"2023\",\"review_year_start\":\"2003\"},\"sentiment\":\"mixed\",\"summary\":\"Teaching styles vary significantly. Some professors are praised for clarity and helpfulness, while others are criticized for being confusing, mumbling, or having strong accents that hinder understanding.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"No Comments\",\"course_id\":\"MATH 113\",\"date\":\"2003-11-03 19:43:43 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"7b3a14166fd04748f549bb82\",\"instructor_id\":\"rmp:274596\",\"instructor_name\":\"Jean Pierre Rosay\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTEyNTY0NjY=\",\"source_url\":\"https://www.ratemyprofessors.com/professor/274596\"},{\"comment\":\"the worst man alive...rude, obnoxious, critical, and just flat out NOT a good teacher...all I can say is choose your professors wisely, because otherwise you'll be screwed...I walked into this class having taken precalc; honors, and I walked out dumber...he's horribleps: exams are from the devil :(\",\"course_id\":\"MATH 113\",\"date\":\"2004-11-02 02:14:08 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"66c49590961873561ece8876\",\"instructor_id\":\"rmp:274596\",\"instructor_name\":\"Jean Pierre Rosay\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTI2MzMxODk=\",\"source_url\":\"https://www.ratemyprofessors.com/professor/274596\"},{\"comment\":\"No Comments\",\"course_id\":\"MATH 113\",\"date\":\"2005-12-19 14:10:26 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"57db6f604c900f97c1c7b287\",\"instructor_id\":\"rmp:274596\",\"instructor_name\":\"Jean Pierre Rosay\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTExMjEyMTM4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/274596\"},{\"comment\":\"OMG, this man was the worst professor ever.  I'm not sure if he was ever taught the American system of mathematics, but his way of teaching is horrible!!  He can't teach well, he had no practice exams (which will probably change now), has no review sessions, can't really speak English, and somehow he is head of his department!!!  Good luck with him\",\"course_id\":\"MATH 113\",\"date\":\"2005-12-26 11:12:20 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"473f8b651901d63fb73f711e\",\"instructor_id\":\"rmp:517842\",\"instructor_name\":\"Xianghong Gong\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTExMjYwNTE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/517842\"},{\"comment\":\"Horrible teacher. The homework does not reflect the difficulty of the exams. You can know the trig front and backwards but still not get an A b/c the exams are a few levels harder and add a twist to each problem that you have not dealt with and can not figure out unless you have experience with it. Its ridiculously hard for a 2CR class! DO NOT TAKE\",\"course_id\":\"MATH 113\",\"date\":\"2006-05-14 00:58:35 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"e4a8b7b238434acb75fd33e7\",\"instructor_id\":\"rmp:517842\",\"instructor_name\":\"Xianghong Gong\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTExODgzNDYx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/517842\"},{\"comment\":\"He's easily the worst math teacher I've ever had. It's obvious the entire class has no idea what's he saying when he's talking, and half the time he doesn't even address the class, he just mumbles to himself and writes on the board. DO NOT take a class with him unless you're desperate and willing to do a lot of work.\",\"course_id\":\"MATH 113\",\"date\":\"2008-04-08 17:03:26 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"b8aced3dfab6ceea280dd479\",\"instructor_id\":\"rmp:517842\",\"instructor_name\":\"Xianghong Gong\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTE0MjYwNTkw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/517842\"},{\"comment\":\"This prof designs his test to fool kids. I took 7 practice exams leading up to the 2nd exam and got a 48%. This class has been described by his TAs as "the hardest math class you will ever take" and "worse than calc 211". He has an entertaining sense of humor, but his accent makes learning difficult. He focuses TOO MUCH on fundamentals.\",\"course_id\":\"MATH 113\",\"date\":\"2009-01-28 21:21:03 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"3e4b74ef616a19b847a99729\",\"instructor_id\":\"rmp:274596\",\"instructor_name\":\"Jean Pierre Rosay\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTE1NDI0MzU1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/274596\"},{\"comment\":\"Homework is mandatory, but it's not graded. There are 4 exams with only 10 questions and you can drop the lowest grade. There is a curve, but you don't find out about it until the 2nd exam. She recommends studying via lectures, homework problems, and book questions, but the study materials are not reflective of the exam. Not a great class...\",\"course_id\":\"MATH 113\",\"date\":\"2021-04-22 05:16:44 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"54a395c705e3583db873be22\",\"instructor_id\":\"rmp:251369\",\"instructor_name\":\"Eugenia Malitsky\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM0NTk4MzIy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/251369\"},{\"comment\":\"Dr. Jackson is definitely not the best professor I've ever had... I took Trig with him and he makes a 113 class way too complicated. Makes you proof/explain everything and does not let you use a calculator. Gives us "interactive" sheets to do throughout class but we don't finish them. Everyone bombed the first exam because the hw dont reflect exams\",\"course_id\":\"MATH 113\",\"date\":\"2021-11-11 02:23:18 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"112a3019aa77b9e8ab735776\",\"instructor_id\":\"rmp:2733332\",\"instructor_name\":\"Billy Jackson\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM1MjIzMTM0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2733332\"},{\"comment\":\"Billy Jackson moves through material very fast and isnt a very understanding professor. Your grades are based solely off homework and exams, there are no quizzes to practice the concepts before they are weighted more heavily. No matter how many reviews or office hours you go to, Dr. Jackson will not be understanding of your struggles in his class.\",\"course_id\":\"MATH 113\",\"date\":\"2021-12-28 17:35:22 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"f1a0400fcdb2c06570677b6e\",\"instructor_id\":\"rmp:2733332\",\"instructor_name\":\"Billy Jackson\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM1NjY3NjA2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2733332\"},{\"comment\":\"This class was really hard for me. The way the lectures were set up was very odd and I wasnt able to learn very well with his teaching style. The homework was online and sometimes super long and had things on it that I didnt see during the class lesson and had to teach myself. The exams were more straight forward than the homework though.\",\"course_id\":\"MATH 113\",\"date\":\"2022-06-21 18:56:17 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"8debfb5448c2f100ef702836\",\"instructor_id\":\"rmp:2733332\",\"instructor_name\":\"Billy Jackson\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM2NDc4ODIz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2733332\"},{\"comment\":\"Get ready to teach yourself everything. This class is actually pretty hard for a precalc class and Rahul is not a good teacher. Homeworks are very long and often unnecessarily tedious, but I personally found the tests to be on the easier side. Attendance is mandatory because there is a quiz every class.\",\"course_id\":\"MATH 113\",\"date\":\"2023-03-28 15:34:28 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"d2026ff51f4b2ae674808903\",\"instructor_id\":\"rmp:1819100\",\"instructor_name\":\"Rahul Mahajan\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM3NTQ5Mzc1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1819100\"}],\"evidence_count\":12,\"review_ids\":[\"7b3a14166fd04748f549bb82\",\"66c49590961873561ece8876\",\"57db6f604c900f97c1c7b287\",\"473f8b651901d63fb73f711e\",\"e4a8b7b238434acb75fd33e7\",\"b8aced3dfab6ceea280dd479\",\"3e4b74ef616a19b847a99729\",\"54a395c705e3583db873be22\",\"112a3019aa77b9e8ab735776\",\"f1a0400fcdb2c06570677b6e\",\"8debfb5448c2f100ef702836\",\"d2026ff51f4b2ae674808903\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1819100\",\"name\":\"Rahul Mahajan\"},{\"id\":\"rmp:251369\",\"name\":\"Eugenia Malitsky\"},{\"id\":\"rmp:2733332\",\"name\":\"Billy Jackson\"},{\"id\":\"rmp:274596\",\"name\":\"Jean Pierre Rosay\"},{\"id\":\"rmp:517842\",\"name\":\"Xianghong Gong\"}],\"review_year_end\":\"2023\",\"review_year_start\":\"2003\"},\"sentiment\":\"mixed\",\"summary\":\"The course experience is highly dependent on the instructor. While some find it manageable and rewarding, others find it unnecessarily difficult with exams that do not reflect the material taught.\"}]}","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_3c64a84a8de25196b895fe0d","course_id":"MATH 113","catalog_version_id":"97f71a460ef53c20b2474f3ac85fb2e7bd0db00a6232fa3554b73e1f60597e5a","record_version_id":"b0e882d3ba3336f2a96c3b080cc17dccc6c73b1401b74e95329c26646b93dc29","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"feac396f4b3b52e93d3cb63cd53ae86e4c3520499de4a2a6f5c242e584cfffa0","section":"student_summary","status":"invalid","value_json":"{\"context_hash\":\"85a8b3c6bcc6b5535c111d76a997aadd9a4865cfba727d5fca2e408a7aafbd33\",\"course_id\":\"MATH 113\",\"current_instructors\":[{\"instructor_uid\":\"instructor_9f55555fec5d66c355332cbd\",\"message\":\"Summary generation failed\",\"name\":\"Eugenia Malitsky\",\"review_status\":\"generation_failed\",\"rmp_instructor_id\":\"rmp:251369\",\"summary\":[{\"citations\":[{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":5,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":6,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":7,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":5,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":7,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":5,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.25 GPA, 55.8% A/AB (n=165 letter grades); Fall 2025: 3.24 GPA, 58.9% A/AB (n=141 letter grades); Spring 2026: 3.44 GPA, 70.2% A/AB (n=161 letter grades).\"}]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Eugenia Malitsky\",\"review_date\":\"2019-12-09 02:10:35 +0000 UTC\",\"review_id\":\"7eb1c4a27ad94d4991f8daae\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:251369\",\"source_review_id\":\"UmF0aW5nLTMyNTcwMzQ3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/251369\",\"type\":\"review\"},{\"instructor_name\":\"Eugenia Malitsky\",\"review_date\":\"2024-05-06 17:42:15 +0000 UTC\",\"review_id\":\"5cb36b7391d6c085342994fd\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:251369\",\"source_review_id\":\"UmF0aW5nLTM5Mzc4NzYy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/251369\",\"type\":\"review\"},{\"instructor_name\":\"Eugenia Malitsky\",\"review_date\":\"2024-12-21 02:09:57 +0000 UTC\",\"review_id\":\"8223b27e793103b3ccad979f\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:251369\",\"source_review_id\":\"UmF0aW5nLTQwNDAzNzgx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/251369\",\"type\":\"review\"}],\"text\":\"The workload is light, with homework being optional and grading based on a few exams and weekly quizzes. Students report that doing the homework and attending class is sufficient for success, as exam prep mirrors the actual tests.\"}],\"errors\":[{\"error\":\"UnexpectedModelBehavior: Exceeded maximum output retries (2)\",\"instructor_uid\":\"instructor_9f55555fec5d66c355332cbd\",\"mode\":\"professor\"}],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Xianghong Gong\",\"review_date\":\"2008-04-08 17:03:26 +0000 UTC\",\"review_id\":\"b8aced3dfab6ceea280dd479\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:517842\",\"source_review_id\":\"UmF0aW5nLTE0MjYwNTkw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/517842\",\"type\":\"review\"},{\"instructor_name\":\"Jean Pierre Rosay\",\"review_date\":\"2009-01-28 21:21:03 +0000 UTC\",\"review_id\":\"3e4b74ef616a19b847a99729\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:274596\",\"source_review_id\":\"UmF0aW5nLTE1NDI0MzU1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/274596\",\"type\":\"review\"},{\"instructor_name\":\"Meghan De Witt\",\"review_date\":\"2010-04-26 20:41:33 +0000 UTC\",\"review_id\":\"b9067ba0a5b519c4e1618c71\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:914428\",\"source_review_id\":\"UmF0aW5nLTE3MDYzOTk2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/914428\",\"type\":\"review\"},{\"instructor_name\":\"Diane Rivard\",\"review_date\":\"2014-05-09 00:32:42 +0000 UTC\",\"review_id\":\"d1f3331959678cade16c3aa4\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1390092\",\"source_review_id\":\"UmF0aW5nLTIzMjA0NzQ4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1390092\",\"type\":\"review\"},{\"instructor_name\":\"Oumar Kaba\",\"review_date\":\"2014-09-03 13:19:47 +0000 UTC\",\"review_id\":\"001a8c0e597708688462e12b\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1819264\",\"source_review_id\":\"UmF0aW5nLTIzNTczODE3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1819264\",\"type\":\"review\"},{\"instructor_name\":\"Billy Jackson\",\"review_date\":\"2021-11-11 02:23:18 +0000 UTC\",\"review_id\":\"112a3019aa77b9e8ab735776\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2733332\",\"source_review_id\":\"UmF0aW5nLTM1MjIzMTM0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2733332\",\"type\":\"review\"},{\"instructor_name\":\"Oumar Kaba\",\"review_date\":\"2022-05-07 19:10:35 +0000 UTC\",\"review_id\":\"697e83c708188e42e9a4e7c5\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1819264\",\"source_review_id\":\"UmF0aW5nLTM2Mjc0MDI0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1819264\",\"type\":\"review\"},{\"instructor_name\":\"Billy Jackson\",\"review_date\":\"2022-06-21 18:56:17 +0000 UTC\",\"review_id\":\"8debfb5448c2f100ef702836\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2733332\",\"source_review_id\":\"UmF0aW5nLTM2NDc4ODIz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2733332\",\"type\":\"review\"},{\"instructor_name\":\"Karen Duffy\",\"review_date\":\"2022-12-26 21:37:16 +0000 UTC\",\"review_id\":\"9bd6f7603d0e6124b84ad74a\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2830811\",\"source_review_id\":\"UmF0aW5nLTM3MjQ2NDY1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2830811\",\"type\":\"review\"},{\"instructor_name\":\"Rahul Mahajan\",\"review_date\":\"2023-03-28 15:34:28 +0000 UTC\",\"review_id\":\"d2026ff51f4b2ae674808903\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1819100\",\"source_review_id\":\"UmF0aW5nLTM3NTQ5Mzc1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1819100\",\"type\":\"review\"}],\"text\":\"Eugenia Malitsky is the current instructor, but no reviews exist for her teaching. Historical reviews describe varied experiences with past instructors, ranging from highly supportive and clear to frustrating and disorganized. Students report that success often depends on the specific professor's style and availability.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Eugenia Malitsky\",\"review_date\":\"2014-10-23 17:39:31 +0000 UTC\",\"review_id\":\"89fa144c1ea9b883956efdc9\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:251369\",\"source_review_id\":\"UmF0aW5nLTIzNjg4NDAy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/251369\",\"type\":\"review\"},{\"instructor_name\":\"Eugenia Malitsky\",\"review_date\":\"2018-01-07 15:28:18 +0000 UTC\",\"review_id\":\"4d6fc38935d81bebf79843dd\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:251369\",\"source_review_id\":\"UmF0aW5nLTI5NDA1MTA1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/251369\",\"type\":\"review\"},{\"instructor_name\":\"Eugenia Malitsky\",\"review_date\":\"2018-05-18 01:03:21 +0000 UTC\",\"review_id\":\"8d55755ed71522dc40ab82f0\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:251369\",\"source_review_id\":\"UmF0aW5nLTMwMTQyODcw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/251369\",\"type\":\"review\"},{\"instructor_name\":\"Eugenia Malitsky\",\"review_date\":\"2024-12-21 02:09:57 +0000 UTC\",\"review_id\":\"8223b27e793103b3ccad979f\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:251369\",\"source_review_id\":\"UmF0aW5nLTQwNDAzNzgx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/251369\",\"type\":\"review\"}],\"text\":\"Eugenia Malitsky's MATH 113 lectures are often described as dry and textbook-reading, yet she is generally helpful and explains concepts simply. Students report that exams are predictable and manageable with regular attendance and homework completion.\"},{\"citations\":[{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.28 GPA, 57.3% A/AB (n=281 letter grades); Fall 2025: 3.29 GPA, 63.4% A/AB (n=309 letter grades); Spring 2026: 3.39 GPA, 68.6% A/AB (n=264 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Eugenia Malitsky\",\"review_date\":\"2017-12-01 13:56:15 +0000 UTC\",\"review_id\":\"47e8ed1564e710302e4d4c27\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:251369\",\"source_review_id\":\"UmF0aW5nLTI5MDEyOTc4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/251369\",\"type\":\"review\"},{\"instructor_name\":\"Eugenia Malitsky\",\"review_date\":\"2021-05-05 22:01:49 +0000 UTC\",\"review_id\":\"a36715006cf382451dd84a1d\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:251369\",\"source_review_id\":\"UmF0aW5nLTM0NzE1ODIw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/251369\",\"type\":\"review\"},{\"instructor_name\":\"Eugenia Malitsky\",\"review_date\":\"2026-05-02 20:36:38 +0000 UTC\",\"review_id\":\"0a9322a415a1cc68ab3119a9\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:251369\",\"source_review_id\":\"UmF0aW5nLTQzMDA1NDc1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/251369\",\"type\":\"review\"}],\"text\":\"Some students find the teaching style unnecessarily complex or difficult to understand due to an accent. Others report negative interactions, noting that Malitsky can be passive-aggressive or sassy when students ask questions or seek clarification.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":5,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":5,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":6,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"}],\"text\":\"BILLY JACKSON is recorded teaching in Fall 2021, Fall 2022. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1144\",\"type\":\"grade\"}],\"text\":\"DIANE RIVARD is recorded teaching in Spring 2014. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1154\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1154\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":5,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":6,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":5,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":6,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":7,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":5,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":7,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":5,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"EUGENIA MALITSKY is recorded teaching in Fall 2014, Spring 2015, Fall 2015, Spring 2016, Fall 2016, Spring 2017, Fall 2017, Spring 2018, Fall 2018, Spring 2019, Fall 2019, Spring 2020, Fall 2020, Spring 2022, Fall 2022, Spring 2023, 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\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":6,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":6,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"}],\"text\":\"KAREN DUFFY is recorded teaching in Fall 2022, Fall 2023, Spring 2024. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1094\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1094\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":8,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1094\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":6,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1102\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":7,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1102\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1104\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1104\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":6,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":7,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":11,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":8,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1114\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":10,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1114\",\"type\":\"grade\"}],\"text\":\"MEGHAN DE WITT is recorded teaching in 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\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1122\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1124\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1132\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1134\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":7,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1142\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1144\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1154\",\"type\":\"grade\"}],\"text\":\"OUMAR KABA is recorded teaching in Fall 2011, Spring 2012, Fall 2012, Spring 2013, Fall 2013, Spring 2014, Spring 2015. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"}],\"text\":\"RAHUL MAHAJAN is recorded teaching in Fall 2022, Spring 2023. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":17,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1084\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":5,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":6,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":7,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":9,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"},{\"course_id\":\"MATH 113\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":11,\"source_course_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"source_record\":{\"entity_id\":\"f56fc1d8-0dc2-37ba-b884-bb5b33268d50\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"}],\"text\":\"XIANGHONG GONG is recorded teaching in Spring 2008, Fall 2010. Recorded history may be incomplete and does not establish a future schedule.\"}],\"term_id\":\"1272\",\"term_name\":\"2026 Fall\",\"version\":2}","candidate_json":null,"error":"[{\"mode\": \"professor\", \"instructor_uid\": \"instructor_9f55555fec5d66c355332cbd\", \"error\": \"UnexpectedModelBehavior: Exceeded maximum output retries (2)\"}]","model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false}]