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There are a few papers and your TA grades them which is majority of your grade but only meet for lecture and discussion once per week.\",\"course_id\":\"COMARTS 260\",\"date\":\"2025-11-11 02:55:28 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"53afe6c6b0fe2063f48f9634\",\"instructor_id\":\"rmp:2865098\",\"instructor_name\":\"Lillie Williamson\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTQxODM5MjYx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2865098\"},{\"comment\":\"Incredibly kind towards her students & tries to get to them and knowledgable about her field of study. Relies on four papers, biweekly module quizzes, and lecture-based case studies once a week. Grade heavily relies on your TA, hope you get a good one. Extremely easy course otherwise. \",\"course_id\":\"COMARTS 260\",\"date\":\"2025-12-10 04:50:46 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"e001c97c0b4d606e885eec01\",\"instructor_id\":\"rmp:2865098\",\"instructor_name\":\"Lillie Williamson\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQyMTQwNTYz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2865098\"}],\"evidence_count\":3,\"review_ids\":[\"89213e7039a6b0f2f48f786b\",\"53afe6c6b0fe2063f48f9634\",\"e001c97c0b4d606e885eec01\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2865098\",\"name\":\"Lillie Williamson\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2025\"},\"sentiment\":\"positive\",\"summary\":\"Generally considered an easy class with manageable asynchronous work and no exams.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"I didn't enjoy the online class. It was boring and very political. I felt uncomfortable with some of the participation questions. I didn't connect with the teacher and didn't feel like I learned anything. The case studies can be fun, but are way too long for how few points there are. It was an easy A but I hated it. More work from TA than teacher.\",\"course_id\":\"COMARTS 260\",\"date\":\"2021-12-10 05:30:32 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"e781b3e816a2dd28185b6228\",\"instructor_id\":\"rmp:1517117\",\"instructor_name\":\"Sara McKinnon\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM1NDUzMTYx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1517117\"},{\"comment\":\"Attendance was not required although you needed to be there to complete the weekly case studies. Only one lecture and discussion per week and was mostly online including all the quizzes. There were four major writing assignments which can be tough because grading is all from your TA and guidelines could be confusing sometimes.\",\"course_id\":\"COMARTS 260\",\"date\":\"2025-12-16 17:28:59 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"c773b452152697279a1f3784\",\"instructor_id\":\"rmp:2865098\",\"instructor_name\":\"Lillie Williamson\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQyMjg1OTA3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2865098\"},{\"comment\":\"Incredibly kind towards her students & tries to get to them and knowledgable about her field of study. Relies on four papers, biweekly module quizzes, and lecture-based case studies once a week. Grade heavily relies on your TA, hope you get a good one. Extremely easy course otherwise. \",\"course_id\":\"COMARTS 260\",\"date\":\"2025-12-10 04:50:46 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"e001c97c0b4d606e885eec01\",\"instructor_id\":\"rmp:2865098\",\"instructor_name\":\"Lillie Williamson\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQyMTQwNTYz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2865098\"}],\"evidence_count\":3,\"review_ids\":[\"e781b3e816a2dd28185b6228\",\"c773b452152697279a1f3784\",\"e001c97c0b4d606e885eec01\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1517117\",\"name\":\"Sara McKinnon\"},{\"id\":\"rmp:2865098\",\"name\":\"Lillie Williamson\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2021\"},\"sentiment\":\"mixed\",\"summary\":\"Grading relies heavily on TAs for papers, leading to inconsistent experiences based on the assigned TA.\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_39e37c63d7e02503f2171e15","course_id":"COMARTS 260","catalog_version_id":"4f138463bcda47e5554394d4e78ce3542876c3c060ccc1538d8af6465a840b2a","record_version_id":"e4a9910468e61d94d820d42e4ca81c254f7d2c616d8d2467b7eea032478498c7","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"42c4fd1ac831c61d1a007e77b3cc641e492ee39546ca1ed1f35ad64d36ed693f","section":"student_summary","status":"invalid","value_json":"{\"context_hash\":\"0c67059a5133079f6b5712fd933017c9e3ade8c1bbbfa4776b42c5c79976f961\",\"course_id\":\"COMARTS 260\",\"current_instructors\":[{\"instructor_uid\":\"instructor_b368366fddc3d7df460fd631\",\"message\":\"No course-specific reviews available\",\"name\":\"Sarah Jedd\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":\"rmp:2378996\",\"summary\":[{\"citations\":[{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2026: 3.70 GPA, 86.0% A/AB (n=157 letter grades).\"}]}],\"difficulty_workload\":[],\"errors\":[{\"error\":\"ModelAPIError: Connection error.\",\"instructor_uid\":null,\"mode\":\"history\"},{\"error\":\"ModelAPIError: Connection error.\",\"instructor_uid\":null,\"mode\":\"overview\"}],\"historical_context\":[],\"message\":null,\"offered\":true,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.66 GPA, 82.5% A/AB (n=166 letter grades); Fall 2025: 3.75 GPA, 89.3% A/AB (n=242 letter grades); Spring 2026: 3.70 GPA, 86.0% A/AB (n=157 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1072\",\"type\":\"grade\"},{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1074\",\"type\":\"grade\"},{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1084\",\"type\":\"grade\"},{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1092\",\"type\":\"grade\"},{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1094\",\"type\":\"grade\"}],\"text\":\"CHRISTINE GARLOUGH is recorded teaching in Fall 2006, Spring 2007, Spring 2008, Fall 2008, Spring 2009. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"}],\"text\":\"KARMA CHAVEZ is recorded teaching in Fall 2015. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"LILLIE WILLIAMSON is recorded teaching in Fall 2024, Spring 2025, Fall 2025. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"},{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1114\",\"type\":\"grade\"},{\"course_id\":\"COMARTS 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Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"SARAH JEDD is recorded teaching in Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"}],\"term_id\":\"1272\",\"term_name\":\"2026 Fall\",\"version\":2}","candidate_json":null,"error":"[{\"mode\": \"history\", \"instructor_uid\": null, \"error\": \"ModelAPIError: Connection error.\"}, {\"mode\": \"overview\", \"instructor_uid\": null, \"error\": \"ModelAPIError: Connection error.\"}]","model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_39e37c63d7e02503f2171e15","course_id":"COMARTS 260","catalog_version_id":"4f138463bcda47e5554394d4e78ce3542876c3c060ccc1538d8af6465a840b2a","record_version_id":"e4a9910468e61d94d820d42e4ca81c254f7d2c616d8d2467b7eea032478498c7","job_id":"enrich-b6d8f78c1be0d523cf09d00d","output_id":"b6627fbe49522a7da30ebfd184382838529074b58c7dca8b02f1ba809b177cf8","section":"requirements","status":"valid","value_json":"{\"nodes\":[],\"notes\":[],\"root\":null,\"status\":\"none\"}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_39e37c63d7e02503f2171e15","course_id":"COMARTS 260","catalog_version_id":"4f138463bcda47e5554394d4e78ce3542876c3c060ccc1538d8af6465a840b2a","record_version_id":"e4a9910468e61d94d820d42e4ca81c254f7d2c616d8d2467b7eea032478498c7","job_id":"enrich-b6d8f78c1be0d523cf09d00d","output_id":"b6627fbe49522a7da30ebfd184382838529074b58c7dca8b02f1ba809b177cf8","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"communication human behavior\",\"face-to-face interaction\",\"public communication\",\"communication inquiry\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"COMARTS 260\",\"field\":\"description\",\"quote\":\"approaches to communication inquiry\"}],\"text\":\"Communication inquiry approaches\"},{\"evidence\":[{\"course_id\":\"COMARTS 260\",\"field\":\"description\",\"quote\":\"dynamics of face-to-face interaction\"}],\"text\":\"Face-to-face interaction dynamics\"},{\"evidence\":[{\"course_id\":\"COMARTS 260\",\"field\":\"description\",\"quote\":\"pragmatic and artistic functions of public communication\"}],\"text\":\"Public communication functions\"}],\"summary\":{\"evidence\":[{\"course_id\":\"COMARTS 260\",\"field\":\"title\",\"quote\":\"COMMUNICATION AND HUMAN BEHAVIOR\"},{\"course_id\":\"COMARTS 260\",\"field\":\"description\",\"quote\":\"Concepts and processes relevant to the study of communication and human behavior\"}],\"text\":\"COMARTS 260 explores communication and human behavior, covering inquiry methods, interaction dynamics, and public communication.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"COMARTS 260\",\"field\":\"description\",\"quote\":\"study of communication and human behavior\"}],\"text\":\"Communication and human behavior\"},{\"evidence\":[{\"course_id\":\"COMARTS 260\",\"field\":\"description\",\"quote\":\"approaches to communication inquiry\"}],\"text\":\"Communication inquiry\"},{\"evidence\":[{\"course_id\":\"COMARTS 260\",\"field\":\"description\",\"quote\":\"dynamics of face-to-face interaction\"}],\"text\":\"Face-to-face interaction\"},{\"evidence\":[{\"course_id\":\"COMARTS 260\",\"field\":\"description\",\"quote\":\"pragmatic and artistic functions of public communication\"}],\"text\":\"Public communication\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_39e37c63d7e02503f2171e15","course_id":"COMARTS 260","catalog_version_id":"4f138463bcda47e5554394d4e78ce3542876c3c060ccc1538d8af6465a840b2a","record_version_id":"e4a9910468e61d94d820d42e4ca81c254f7d2c616d8d2467b7eea032478498c7","job_id":"enrich-b6d8f78c1be0d523cf09d00d","output_id":"b6627fbe49522a7da30ebfd184382838529074b58c7dca8b02f1ba809b177cf8","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Heavy on reading with a couple big papers. A lot of the paper work is done in discussion. Can be boring at times but lectures aren't usually too dry and she is a wonderful lecturer who adds spice and humor to each class. Loves what she does and has great TAs working with her.\",\"course_id\":\"COMARTS 260\",\"date\":\"2017-04-24 15:03:27 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"76871a50598294c45c632d86\",\"instructor_id\":\"rmp:1528835\",\"instructor_name\":\"Karma Chavez\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI4MTExODg3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1528835\"},{\"comment\":\"the most unclear professor i've ever had. every single time i went to discussion to review our assignments, everyone did it differently because the directions never made any sense. her expectations are so unclear. the work isn't difficult, it's just pointless. none of the assignments have clear instructions or provide any benefit to the student.\",\"course_id\":\"COMARTS 260\",\"date\":\"2025-12-03 16:01:45 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"9d8bf3560644d271880f81f8\",\"instructor_id\":\"rmp:2865098\",\"instructor_name\":\"Lillie Williamson\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQyMDExNTI1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2865098\"}],\"evidence_count\":2,\"review_ids\":[\"76871a50598294c45c632d86\",\"9d8bf3560644d271880f81f8\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1528835\",\"name\":\"Karma Chavez\"},{\"id\":\"rmp:2865098\",\"name\":\"Lillie Williamson\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2017\"},\"sentiment\":\"mixed\",\"summary\":\"Instructors vary in clarity; some are wonderful lecturers while others have unclear assignment directions.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Pretty easy class as long as you stay on top of asynchronous work. One in-person lecture and a discussion per week, and the asynchronous lectures are very straight-forward and concise. No exams, just four different writing assignments. Lots of points accumulate over the semester, too. Dr. Williamson is also a great lecturer and very personable!\",\"course_id\":\"COMARTS 260\",\"date\":\"2025-04-28 02:15:03 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"89213e7039a6b0f2f48f786b\",\"instructor_id\":\"rmp:2865098\",\"instructor_name\":\"Lillie Williamson\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQxMDY0NjYw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2865098\"},{\"comment\":\"This was a super easy class, mostly online. All the exams are online. There are a few papers and your TA grades them which is majority of your grade but only meet for lecture and discussion once per week.\",\"course_id\":\"COMARTS 260\",\"date\":\"2025-11-11 02:55:28 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"53afe6c6b0fe2063f48f9634\",\"instructor_id\":\"rmp:2865098\",\"instructor_name\":\"Lillie Williamson\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTQxODM5MjYx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2865098\"},{\"comment\":\"Incredibly kind towards her students & tries to get to them and knowledgable about her field of study. Relies on four papers, biweekly module quizzes, and lecture-based case studies once a week. Grade heavily relies on your TA, hope you get a good one. Extremely easy course otherwise. \",\"course_id\":\"COMARTS 260\",\"date\":\"2025-12-10 04:50:46 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"e001c97c0b4d606e885eec01\",\"instructor_id\":\"rmp:2865098\",\"instructor_name\":\"Lillie Williamson\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQyMTQwNTYz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2865098\"}],\"evidence_count\":3,\"review_ids\":[\"89213e7039a6b0f2f48f786b\",\"53afe6c6b0fe2063f48f9634\",\"e001c97c0b4d606e885eec01\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2865098\",\"name\":\"Lillie Williamson\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2025\"},\"sentiment\":\"positive\",\"summary\":\"Generally considered an easy class with manageable asynchronous work and no exams.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"I didn't enjoy the online class. It was boring and very political. I felt uncomfortable with some of the participation questions. I didn't connect with the teacher and didn't feel like I learned anything. The case studies can be fun, but are way too long for how few points there are. It was an easy A but I hated it. More work from TA than teacher.\",\"course_id\":\"COMARTS 260\",\"date\":\"2021-12-10 05:30:32 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"e781b3e816a2dd28185b6228\",\"instructor_id\":\"rmp:1517117\",\"instructor_name\":\"Sara McKinnon\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM1NDUzMTYx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1517117\"},{\"comment\":\"Attendance was not required although you needed to be there to complete the weekly case studies. Only one lecture and discussion per week and was mostly online including all the quizzes. There were four major writing assignments which can be tough because grading is all from your TA and guidelines could be confusing sometimes.\",\"course_id\":\"COMARTS 260\",\"date\":\"2025-12-16 17:28:59 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"c773b452152697279a1f3784\",\"instructor_id\":\"rmp:2865098\",\"instructor_name\":\"Lillie Williamson\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQyMjg1OTA3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2865098\"},{\"comment\":\"Incredibly kind towards her students & tries to get to them and knowledgable about her field of study. Relies on four papers, biweekly module quizzes, and lecture-based case studies once a week. Grade heavily relies on your TA, hope you get a good one. Extremely easy course otherwise. \",\"course_id\":\"COMARTS 260\",\"date\":\"2025-12-10 04:50:46 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"e001c97c0b4d606e885eec01\",\"instructor_id\":\"rmp:2865098\",\"instructor_name\":\"Lillie Williamson\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQyMTQwNTYz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2865098\"}],\"evidence_count\":3,\"review_ids\":[\"e781b3e816a2dd28185b6228\",\"c773b452152697279a1f3784\",\"e001c97c0b4d606e885eec01\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1517117\",\"name\":\"Sara McKinnon\"},{\"id\":\"rmp:2865098\",\"name\":\"Lillie Williamson\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2021\"},\"sentiment\":\"mixed\",\"summary\":\"Grading relies heavily on TAs for papers, leading to inconsistent experiences based on the assigned TA.\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_39e37c63d7e02503f2171e15","course_id":"COMARTS 260","catalog_version_id":"4f138463bcda47e5554394d4e78ce3542876c3c060ccc1538d8af6465a840b2a","record_version_id":"e4a9910468e61d94d820d42e4ca81c254f7d2c616d8d2467b7eea032478498c7","job_id":"enrich-b6d8f78c1be0d523cf09d00d","output_id":"b6627fbe49522a7da30ebfd184382838529074b58c7dca8b02f1ba809b177cf8","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"0c67059a5133079f6b5712fd933017c9e3ade8c1bbbfa4776b42c5c79976f961\",\"course_id\":\"COMARTS 260\",\"current_instructors\":[{\"instructor_uid\":\"instructor_b368366fddc3d7df460fd631\",\"message\":\"No course-specific reviews available\",\"name\":\"Sarah Jedd\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":\"rmp:2378996\",\"summary\":[{\"citations\":[{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2026: 3.70 GPA, 86.0% A/AB (n=157 letter grades).\"}]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Karma Chavez\",\"review_date\":\"2017-04-24 15:03:27 +0000 UTC\",\"review_id\":\"76871a50598294c45c632d86\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1528835\",\"source_review_id\":\"UmF0aW5nLTI4MTExODg3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1528835\",\"type\":\"review\"},{\"instructor_name\":\"Karma Chavez\",\"review_date\":\"2017-11-29 21:33:00 +0000 UTC\",\"review_id\":\"d1645cf356afa3bbaaf0bd64\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1528835\",\"source_review_id\":\"UmF0aW5nLTI4OTk0Njgz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1528835\",\"type\":\"review\"},{\"instructor_name\":\"Lillie Williamson\",\"review_date\":\"2025-04-28 02:15:03 +0000 UTC\",\"review_id\":\"89213e7039a6b0f2f48f786b\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2865098\",\"source_review_id\":\"UmF0aW5nLTQxMDY0NjYw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2865098\",\"type\":\"review\"}],\"text\":\"Historical reviews of Karma Chavez, Lillie Williamson: The course involves heavy reading for discussion and four major writing assignments. Students must manage asynchronous work, with exams covering lecture material in some terms.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Lillie Williamson\",\"review_date\":\"2025-04-28 02:15:03 +0000 UTC\",\"review_id\":\"89213e7039a6b0f2f48f786b\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2865098\",\"source_review_id\":\"UmF0aW5nLTQxMDY0NjYw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2865098\",\"type\":\"review\"},{\"instructor_name\":\"Lillie Williamson\",\"review_date\":\"2025-12-03 16:01:45 +0000 UTC\",\"review_id\":\"9d8bf3560644d271880f81f8\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2865098\",\"source_review_id\":\"UmF0aW5nLTQyMDExNTI1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2865098\",\"type\":\"review\"},{\"instructor_name\":\"Lillie Williamson\",\"review_date\":\"2025-12-10 04:50:46 +0000 UTC\",\"review_id\":\"e001c97c0b4d606e885eec01\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2865098\",\"source_review_id\":\"UmF0aW5nLTQyMTQwNTYz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2865098\",\"type\":\"review\"},{\"instructor_name\":\"Lillie Williamson\",\"review_date\":\"2025-12-16 17:28:59 +0000 UTC\",\"review_id\":\"c773b452152697279a1f3784\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2865098\",\"source_review_id\":\"UmF0aW5nLTQyMjg1OTA3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2865098\",\"type\":\"review\"}],\"text\":\"No reviews are available for the current instructor, Sarah Jedd. Historical reviews for Lillie Williamson describe her as kind and personable, though some students found her instructions unclear and grading heavily dependent on TAs.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Lillie Williamson\",\"review_date\":\"2025-04-28 02:15:03 +0000 UTC\",\"review_id\":\"89213e7039a6b0f2f48f786b\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2865098\",\"source_review_id\":\"UmF0aW5nLTQxMDY0NjYw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2865098\",\"type\":\"review\"},{\"instructor_name\":\"Lillie Williamson\",\"review_date\":\"2025-12-10 04:50:46 +0000 UTC\",\"review_id\":\"e001c97c0b4d606e885eec01\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2865098\",\"source_review_id\":\"UmF0aW5nLTQyMTQwNTYz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2865098\",\"type\":\"review\"}],\"text\":\"Historical reviews of Lillie Williamson: Lillie Williamson is described as personable and the course as easy, though grading relies on TAs. Sarah Jedd is the current instructor, but no reviews exist for her term yet.\"},{\"citations\":[{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.66 GPA, 82.5% A/AB (n=166 letter grades); Fall 2025: 3.75 GPA, 89.3% A/AB (n=242 letter grades); Spring 2026: 3.70 GPA, 86.0% A/AB (n=157 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Lillie Williamson\",\"review_date\":\"2025-12-03 16:01:45 +0000 UTC\",\"review_id\":\"9d8bf3560644d271880f81f8\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2865098\",\"source_review_id\":\"UmF0aW5nLTQyMDExNTI1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2865098\",\"type\":\"review\"},{\"instructor_name\":\"Lillie Williamson\",\"review_date\":\"2025-12-16 17:28:59 +0000 UTC\",\"review_id\":\"c773b452152697279a1f3784\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2865098\",\"source_review_id\":\"UmF0aW5nLTQyMjg1OTA3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2865098\",\"type\":\"review\"}],\"text\":\"Historical reviews of Lillie Williamson: Reviewers report that assignment guidelines can be confusing and grading is handled by TAs. Some find the lack of clear instructions frustrating and the work pointless.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1072\",\"type\":\"grade\"},{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1074\",\"type\":\"grade\"},{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1084\",\"type\":\"grade\"},{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1092\",\"type\":\"grade\"},{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1094\",\"type\":\"grade\"}],\"text\":\"CHRISTINE GARLOUGH is recorded teaching in Fall 2006, Spring 2007, Spring 2008, Fall 2008, Spring 2009. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"}],\"text\":\"KARMA CHAVEZ is recorded teaching in Fall 2015. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"LILLIE WILLIAMSON is recorded teaching in Fall 2024, Spring 2025, Fall 2025. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"},{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1114\",\"type\":\"grade\"},{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1122\",\"type\":\"grade\"},{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1124\",\"type\":\"grade\"},{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1132\",\"type\":\"grade\"},{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1134\",\"type\":\"grade\"},{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1142\",\"type\":\"grade\"},{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1144\",\"type\":\"grade\"},{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1154\",\"type\":\"grade\"},{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1154\",\"type\":\"grade\"},{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"},{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"},{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"},{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":101,\"source_course_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":101,\"source_course_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"SARA MCKINNON is recorded teaching in Fall 2010, Spring 2011, Fall 2011, Spring 2012, Fall 2012, Spring 2013, Fall 2013, Spring 2014, Spring 2015, Spring 2016, Fall 2016, Spring 2017, Spring 2018, Spring 2020, Fall 2020, Fall 2021, Spring 2022, Fall 2022, Spring 2023, Fall 2025. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"SARAH JEDD is recorded teaching in Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"}],\"term_id\":\"1272\",\"term_name\":\"2026 Fall\",\"version\":2}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_39e37c63d7e02503f2171e15","course_id":"COMARTS 260","catalog_version_id":"4f138463bcda47e5554394d4e78ce3542876c3c060ccc1538d8af6465a840b2a","record_version_id":"e4a9910468e61d94d820d42e4ca81c254f7d2c616d8d2467b7eea032478498c7","job_id":"enrich-ecd149b6a6e0877fce2f3d1c","output_id":"62a9e958b0ca35d627aa6fa42dc9d8829655a099e769446362b0848de7a2747c","section":"requirements","status":"valid","value_json":"{\"nodes\":[],\"notes\":[],\"root\":null,\"status\":\"none\"}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_39e37c63d7e02503f2171e15","course_id":"COMARTS 260","catalog_version_id":"4f138463bcda47e5554394d4e78ce3542876c3c060ccc1538d8af6465a840b2a","record_version_id":"e4a9910468e61d94d820d42e4ca81c254f7d2c616d8d2467b7eea032478498c7","job_id":"enrich-ecd149b6a6e0877fce2f3d1c","output_id":"62a9e958b0ca35d627aa6fa42dc9d8829655a099e769446362b0848de7a2747c","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"communication human behavior\",\"face-to-face interaction\",\"public communication\",\"communication inquiry\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"COMARTS 260\",\"field\":\"description\",\"quote\":\"approaches to communication inquiry\"}],\"text\":\"Communication inquiry approaches\"},{\"evidence\":[{\"course_id\":\"COMARTS 260\",\"field\":\"description\",\"quote\":\"dynamics of face-to-face interaction\"}],\"text\":\"Face-to-face interaction dynamics\"},{\"evidence\":[{\"course_id\":\"COMARTS 260\",\"field\":\"description\",\"quote\":\"pragmatic and artistic functions of public communication\"}],\"text\":\"Public communication functions\"}],\"summary\":{\"evidence\":[{\"course_id\":\"COMARTS 260\",\"field\":\"title\",\"quote\":\"COMMUNICATION AND HUMAN BEHAVIOR\"},{\"course_id\":\"COMARTS 260\",\"field\":\"description\",\"quote\":\"Concepts and processes relevant to the study of communication and human behavior\"}],\"text\":\"COMARTS 260 explores communication and human behavior, covering inquiry methods, interaction dynamics, and public communication.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"COMARTS 260\",\"field\":\"description\",\"quote\":\"study of communication and human behavior\"}],\"text\":\"Communication and human behavior\"},{\"evidence\":[{\"course_id\":\"COMARTS 260\",\"field\":\"description\",\"quote\":\"approaches to communication inquiry\"}],\"text\":\"Communication inquiry\"},{\"evidence\":[{\"course_id\":\"COMARTS 260\",\"field\":\"description\",\"quote\":\"dynamics of face-to-face interaction\"}],\"text\":\"Face-to-face interaction\"},{\"evidence\":[{\"course_id\":\"COMARTS 260\",\"field\":\"description\",\"quote\":\"pragmatic and artistic functions of public communication\"}],\"text\":\"Public communication\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_39e37c63d7e02503f2171e15","course_id":"COMARTS 260","catalog_version_id":"4f138463bcda47e5554394d4e78ce3542876c3c060ccc1538d8af6465a840b2a","record_version_id":"e4a9910468e61d94d820d42e4ca81c254f7d2c616d8d2467b7eea032478498c7","job_id":"enrich-ecd149b6a6e0877fce2f3d1c","output_id":"62a9e958b0ca35d627aa6fa42dc9d8829655a099e769446362b0848de7a2747c","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Heavy on reading with a couple big papers. A lot of the paper work is done in discussion. Can be boring at times but lectures aren't usually too dry and she is a wonderful lecturer who adds spice and humor to each class. Loves what she does and has great TAs working with her.\",\"course_id\":\"COMARTS 260\",\"date\":\"2017-04-24 15:03:27 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"76871a50598294c45c632d86\",\"instructor_id\":\"rmp:1528835\",\"instructor_name\":\"Karma Chavez\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI4MTExODg3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1528835\"},{\"comment\":\"the most unclear professor i've ever had. every single time i went to discussion to review our assignments, everyone did it differently because the directions never made any sense. her expectations are so unclear. the work isn't difficult, it's just pointless. none of the assignments have clear instructions or provide any benefit to the student.\",\"course_id\":\"COMARTS 260\",\"date\":\"2025-12-03 16:01:45 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"9d8bf3560644d271880f81f8\",\"instructor_id\":\"rmp:2865098\",\"instructor_name\":\"Lillie Williamson\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQyMDExNTI1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2865098\"}],\"evidence_count\":2,\"review_ids\":[\"76871a50598294c45c632d86\",\"9d8bf3560644d271880f81f8\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1528835\",\"name\":\"Karma Chavez\"},{\"id\":\"rmp:2865098\",\"name\":\"Lillie Williamson\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2017\"},\"sentiment\":\"mixed\",\"summary\":\"Instructors vary in clarity; some are wonderful lecturers while others have unclear assignment directions.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Pretty easy class as long as you stay on top of asynchronous work. One in-person lecture and a discussion per week, and the asynchronous lectures are very straight-forward and concise. No exams, just four different writing assignments. Lots of points accumulate over the semester, too. Dr. Williamson is also a great lecturer and very personable!\",\"course_id\":\"COMARTS 260\",\"date\":\"2025-04-28 02:15:03 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"89213e7039a6b0f2f48f786b\",\"instructor_id\":\"rmp:2865098\",\"instructor_name\":\"Lillie Williamson\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQxMDY0NjYw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2865098\"},{\"comment\":\"This was a super easy class, mostly online. All the exams are online. There are a few papers and your TA grades them which is majority of your grade but only meet for lecture and discussion once per week.\",\"course_id\":\"COMARTS 260\",\"date\":\"2025-11-11 02:55:28 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"53afe6c6b0fe2063f48f9634\",\"instructor_id\":\"rmp:2865098\",\"instructor_name\":\"Lillie Williamson\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTQxODM5MjYx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2865098\"},{\"comment\":\"Incredibly kind towards her students & tries to get to them and knowledgable about her field of study. Relies on four papers, biweekly module quizzes, and lecture-based case studies once a week. Grade heavily relies on your TA, hope you get a good one. Extremely easy course otherwise. \",\"course_id\":\"COMARTS 260\",\"date\":\"2025-12-10 04:50:46 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"e001c97c0b4d606e885eec01\",\"instructor_id\":\"rmp:2865098\",\"instructor_name\":\"Lillie Williamson\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQyMTQwNTYz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2865098\"}],\"evidence_count\":3,\"review_ids\":[\"89213e7039a6b0f2f48f786b\",\"53afe6c6b0fe2063f48f9634\",\"e001c97c0b4d606e885eec01\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2865098\",\"name\":\"Lillie Williamson\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2025\"},\"sentiment\":\"positive\",\"summary\":\"Generally considered an easy class with manageable asynchronous work and no exams.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"I didn't enjoy the online class. It was boring and very political. I felt uncomfortable with some of the participation questions. I didn't connect with the teacher and didn't feel like I learned anything. The case studies can be fun, but are way too long for how few points there are. It was an easy A but I hated it. More work from TA than teacher.\",\"course_id\":\"COMARTS 260\",\"date\":\"2021-12-10 05:30:32 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"e781b3e816a2dd28185b6228\",\"instructor_id\":\"rmp:1517117\",\"instructor_name\":\"Sara McKinnon\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM1NDUzMTYx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1517117\"},{\"comment\":\"Attendance was not required although you needed to be there to complete the weekly case studies. Only one lecture and discussion per week and was mostly online including all the quizzes. There were four major writing assignments which can be tough because grading is all from your TA and guidelines could be confusing sometimes.\",\"course_id\":\"COMARTS 260\",\"date\":\"2025-12-16 17:28:59 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"c773b452152697279a1f3784\",\"instructor_id\":\"rmp:2865098\",\"instructor_name\":\"Lillie Williamson\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQyMjg1OTA3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2865098\"},{\"comment\":\"Incredibly kind towards her students & tries to get to them and knowledgable about her field of study. Relies on four papers, biweekly module quizzes, and lecture-based case studies once a week. Grade heavily relies on your TA, hope you get a good one. Extremely easy course otherwise. \",\"course_id\":\"COMARTS 260\",\"date\":\"2025-12-10 04:50:46 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"e001c97c0b4d606e885eec01\",\"instructor_id\":\"rmp:2865098\",\"instructor_name\":\"Lillie Williamson\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQyMTQwNTYz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2865098\"}],\"evidence_count\":3,\"review_ids\":[\"e781b3e816a2dd28185b6228\",\"c773b452152697279a1f3784\",\"e001c97c0b4d606e885eec01\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1517117\",\"name\":\"Sara McKinnon\"},{\"id\":\"rmp:2865098\",\"name\":\"Lillie Williamson\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2021\"},\"sentiment\":\"mixed\",\"summary\":\"Grading relies heavily on TAs for papers, leading to inconsistent experiences based on the assigned TA.\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_39e37c63d7e02503f2171e15","course_id":"COMARTS 260","catalog_version_id":"4f138463bcda47e5554394d4e78ce3542876c3c060ccc1538d8af6465a840b2a","record_version_id":"e4a9910468e61d94d820d42e4ca81c254f7d2c616d8d2467b7eea032478498c7","job_id":"enrich-ecd149b6a6e0877fce2f3d1c","output_id":"62a9e958b0ca35d627aa6fa42dc9d8829655a099e769446362b0848de7a2747c","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"0c67059a5133079f6b5712fd933017c9e3ade8c1bbbfa4776b42c5c79976f961\",\"course_id\":\"COMARTS 260\",\"current_instructors\":[{\"instructor_uid\":\"instructor_b368366fddc3d7df460fd631\",\"message\":\"No course-specific reviews available\",\"name\":\"Sarah Jedd\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":\"rmp:2378996\",\"summary\":[{\"citations\":[{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2026: 3.70 GPA, 86.0% A/AB (n=157 letter grades).\"}]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Karma Chavez\",\"review_date\":\"2017-04-24 15:03:27 +0000 UTC\",\"review_id\":\"76871a50598294c45c632d86\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1528835\",\"source_review_id\":\"UmF0aW5nLTI4MTExODg3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1528835\",\"type\":\"review\"},{\"instructor_name\":\"Karma Chavez\",\"review_date\":\"2017-11-29 21:33:00 +0000 UTC\",\"review_id\":\"d1645cf356afa3bbaaf0bd64\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1528835\",\"source_review_id\":\"UmF0aW5nLTI4OTk0Njgz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1528835\",\"type\":\"review\"},{\"instructor_name\":\"Lillie Williamson\",\"review_date\":\"2025-04-28 02:15:03 +0000 UTC\",\"review_id\":\"89213e7039a6b0f2f48f786b\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2865098\",\"source_review_id\":\"UmF0aW5nLTQxMDY0NjYw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2865098\",\"type\":\"review\"}],\"text\":\"Historical reviews of Karma Chavez, Lillie Williamson: The course involves heavy reading for discussion and four major writing assignments. Students must manage asynchronous work, with exams covering lecture material in some terms.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Christine Garlough\",\"review_date\":\"2004-11-09 23:56:17 +0000 UTC\",\"review_id\":\"aaa78ed52d7707a694a4f662\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:387453\",\"source_review_id\":\"UmF0aW5nLTI2OTI5Njc=\",\"source_url\":\"https://www.ratemyprofessors.com/professor/387453\",\"type\":\"review\"},{\"instructor_name\":\"Christine Garlough\",\"review_date\":\"2005-02-21 13:20:47 +0000 UTC\",\"review_id\":\"12c79922bade6c3f2e4e4597\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:387453\",\"source_review_id\":\"UmF0aW5nLTMzNzg3MTM=\",\"source_url\":\"https://www.ratemyprofessors.com/professor/387453\",\"type\":\"review\"},{\"instructor_name\":\"Christine Garlough\",\"review_date\":\"2005-11-09 12:34:14 +0000 UTC\",\"review_id\":\"b4abcfca2b348a309e0563e9\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:387453\",\"source_review_id\":\"UmF0aW5nLTEwODYxOTcx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/387453\",\"type\":\"review\"},{\"instructor_name\":\"Karma Chavez\",\"review_date\":\"2017-04-24 15:03:27 +0000 UTC\",\"review_id\":\"76871a50598294c45c632d86\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1528835\",\"source_review_id\":\"UmF0aW5nLTI4MTExODg3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1528835\",\"type\":\"review\"},{\"instructor_name\":\"Karma Chavez\",\"review_date\":\"2017-11-29 21:33:00 +0000 UTC\",\"review_id\":\"d1645cf356afa3bbaaf0bd64\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1528835\",\"source_review_id\":\"UmF0aW5nLTI4OTk0Njgz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1528835\",\"type\":\"review\"}],\"text\":\"Historical reviews for Christine Garlough and Karma Chavez describe interesting lectures and organized materials, though papers are often cited as difficult or hard. Garlough's tests were easy, while Chavez's lectures were fun but not mandatory. Both instructors emphasized heavy reading for discussion and papers.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Lillie Williamson\",\"review_date\":\"2025-04-28 02:15:03 +0000 UTC\",\"review_id\":\"89213e7039a6b0f2f48f786b\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2865098\",\"source_review_id\":\"UmF0aW5nLTQxMDY0NjYw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2865098\",\"type\":\"review\"},{\"instructor_name\":\"Lillie Williamson\",\"review_date\":\"2025-12-10 04:50:46 +0000 UTC\",\"review_id\":\"e001c97c0b4d606e885eec01\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2865098\",\"source_review_id\":\"UmF0aW5nLTQyMTQwNTYz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2865098\",\"type\":\"review\"}],\"text\":\"Historical reviews of Lillie Williamson: Lillie Williamson is described as personable and the course as easy, though grading relies on TAs. Sarah Jedd is the current instructor, but no reviews exist for her term yet.\"},{\"citations\":[{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.66 GPA, 82.5% A/AB (n=166 letter grades); Fall 2025: 3.75 GPA, 89.3% A/AB (n=242 letter grades); Spring 2026: 3.70 GPA, 86.0% A/AB (n=157 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Lillie Williamson\",\"review_date\":\"2025-12-03 16:01:45 +0000 UTC\",\"review_id\":\"9d8bf3560644d271880f81f8\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2865098\",\"source_review_id\":\"UmF0aW5nLTQyMDExNTI1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2865098\",\"type\":\"review\"},{\"instructor_name\":\"Lillie Williamson\",\"review_date\":\"2025-12-16 17:28:59 +0000 UTC\",\"review_id\":\"c773b452152697279a1f3784\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2865098\",\"source_review_id\":\"UmF0aW5nLTQyMjg1OTA3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2865098\",\"type\":\"review\"}],\"text\":\"Historical reviews of Lillie Williamson: Reviewers report that assignment guidelines can be confusing and grading is handled by TAs. Some find the lack of clear instructions frustrating and the work pointless.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1072\",\"type\":\"grade\"},{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1074\",\"type\":\"grade\"},{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1084\",\"type\":\"grade\"},{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1092\",\"type\":\"grade\"},{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1094\",\"type\":\"grade\"}],\"text\":\"CHRISTINE GARLOUGH is recorded teaching in Fall 2006, Spring 2007, Spring 2008, Fall 2008, Spring 2009. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"}],\"text\":\"KARMA CHAVEZ is recorded teaching in Fall 2015. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"LILLIE WILLIAMSON is recorded teaching in Fall 2024, Spring 2025, Fall 2025. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"},{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1114\",\"type\":\"grade\"},{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1122\",\"type\":\"grade\"},{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1124\",\"type\":\"grade\"},{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1132\",\"type\":\"grade\"},{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1134\",\"type\":\"grade\"},{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1142\",\"type\":\"grade\"},{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1144\",\"type\":\"grade\"},{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1154\",\"type\":\"grade\"},{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1154\",\"type\":\"grade\"},{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"},{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"},{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"},{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":101,\"source_course_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":101,\"source_course_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"SARA MCKINNON is recorded teaching in Fall 2010, Spring 2011, Fall 2011, Spring 2012, Fall 2012, Spring 2013, Fall 2013, Spring 2014, Spring 2015, Spring 2016, Fall 2016, Spring 2017, Spring 2018, Spring 2020, Fall 2020, Fall 2021, Spring 2022, Fall 2022, Spring 2023, Fall 2025. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"SARAH JEDD is recorded teaching in Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"}],\"term_id\":\"1272\",\"term_name\":\"2026 Fall\",\"version\":2}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_39e37c63d7e02503f2171e15","course_id":"COMARTS 260","catalog_version_id":"4f138463bcda47e5554394d4e78ce3542876c3c060ccc1538d8af6465a840b2a","record_version_id":"e4a9910468e61d94d820d42e4ca81c254f7d2c616d8d2467b7eea032478498c7","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"1c04f20f9412eeabc88b33825dff6f730099e2987656bb452df01e6acbf5709a","section":"requirements","status":"valid","value_json":"{\"nodes\":[],\"notes\":[],\"root\":null,\"status\":\"none\"}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_39e37c63d7e02503f2171e15","course_id":"COMARTS 260","catalog_version_id":"4f138463bcda47e5554394d4e78ce3542876c3c060ccc1538d8af6465a840b2a","record_version_id":"e4a9910468e61d94d820d42e4ca81c254f7d2c616d8d2467b7eea032478498c7","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"1c04f20f9412eeabc88b33825dff6f730099e2987656bb452df01e6acbf5709a","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"communication human behavior\",\"face-to-face interaction\",\"public communication\",\"communication inquiry\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"COMARTS 260\",\"field\":\"description\",\"quote\":\"approaches to communication inquiry\"}],\"text\":\"Communication inquiry approaches\"},{\"evidence\":[{\"course_id\":\"COMARTS 260\",\"field\":\"description\",\"quote\":\"dynamics of face-to-face interaction\"}],\"text\":\"Face-to-face interaction dynamics\"},{\"evidence\":[{\"course_id\":\"COMARTS 260\",\"field\":\"description\",\"quote\":\"pragmatic and artistic functions of public communication\"}],\"text\":\"Public communication functions\"}],\"summary\":{\"evidence\":[{\"course_id\":\"COMARTS 260\",\"field\":\"title\",\"quote\":\"COMMUNICATION AND HUMAN BEHAVIOR\"},{\"course_id\":\"COMARTS 260\",\"field\":\"description\",\"quote\":\"Concepts and processes relevant to the study of communication and human behavior\"}],\"text\":\"COMARTS 260 explores communication and human behavior, covering inquiry methods, interaction dynamics, and public communication.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"COMARTS 260\",\"field\":\"description\",\"quote\":\"study of communication and human behavior\"}],\"text\":\"Communication and human behavior\"},{\"evidence\":[{\"course_id\":\"COMARTS 260\",\"field\":\"description\",\"quote\":\"approaches to communication inquiry\"}],\"text\":\"Communication inquiry\"},{\"evidence\":[{\"course_id\":\"COMARTS 260\",\"field\":\"description\",\"quote\":\"dynamics of face-to-face interaction\"}],\"text\":\"Face-to-face interaction\"},{\"evidence\":[{\"course_id\":\"COMARTS 260\",\"field\":\"description\",\"quote\":\"pragmatic and artistic functions of public communication\"}],\"text\":\"Public communication\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_39e37c63d7e02503f2171e15","course_id":"COMARTS 260","catalog_version_id":"4f138463bcda47e5554394d4e78ce3542876c3c060ccc1538d8af6465a840b2a","record_version_id":"e4a9910468e61d94d820d42e4ca81c254f7d2c616d8d2467b7eea032478498c7","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"1c04f20f9412eeabc88b33825dff6f730099e2987656bb452df01e6acbf5709a","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Heavy on reading with a couple big papers. A lot of the paper work is done in discussion. Can be boring at times but lectures aren't usually too dry and she is a wonderful lecturer who adds spice and humor to each class. Loves what she does and has great TAs working with her.\",\"course_id\":\"COMARTS 260\",\"date\":\"2017-04-24 15:03:27 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"76871a50598294c45c632d86\",\"instructor_id\":\"rmp:1528835\",\"instructor_name\":\"Karma Chavez\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI4MTExODg3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1528835\"},{\"comment\":\"the most unclear professor i've ever had. every single time i went to discussion to review our assignments, everyone did it differently because the directions never made any sense. her expectations are so unclear. the work isn't difficult, it's just pointless. none of the assignments have clear instructions or provide any benefit to the student.\",\"course_id\":\"COMARTS 260\",\"date\":\"2025-12-03 16:01:45 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"9d8bf3560644d271880f81f8\",\"instructor_id\":\"rmp:2865098\",\"instructor_name\":\"Lillie Williamson\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQyMDExNTI1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2865098\"}],\"evidence_count\":2,\"review_ids\":[\"76871a50598294c45c632d86\",\"9d8bf3560644d271880f81f8\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1528835\",\"name\":\"Karma Chavez\"},{\"id\":\"rmp:2865098\",\"name\":\"Lillie Williamson\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2017\"},\"sentiment\":\"mixed\",\"summary\":\"Instructors vary in clarity; some are wonderful lecturers while others have unclear assignment directions.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Pretty easy class as long as you stay on top of asynchronous work. One in-person lecture and a discussion per week, and the asynchronous lectures are very straight-forward and concise. No exams, just four different writing assignments. Lots of points accumulate over the semester, too. Dr. Williamson is also a great lecturer and very personable!\",\"course_id\":\"COMARTS 260\",\"date\":\"2025-04-28 02:15:03 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"89213e7039a6b0f2f48f786b\",\"instructor_id\":\"rmp:2865098\",\"instructor_name\":\"Lillie Williamson\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQxMDY0NjYw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2865098\"},{\"comment\":\"This was a super easy class, mostly online. All the exams are online. There are a few papers and your TA grades them which is majority of your grade but only meet for lecture and discussion once per week.\",\"course_id\":\"COMARTS 260\",\"date\":\"2025-11-11 02:55:28 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"53afe6c6b0fe2063f48f9634\",\"instructor_id\":\"rmp:2865098\",\"instructor_name\":\"Lillie Williamson\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTQxODM5MjYx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2865098\"},{\"comment\":\"Incredibly kind towards her students & tries to get to them and knowledgable about her field of study. Relies on four papers, biweekly module quizzes, and lecture-based case studies once a week. Grade heavily relies on your TA, hope you get a good one. Extremely easy course otherwise. \",\"course_id\":\"COMARTS 260\",\"date\":\"2025-12-10 04:50:46 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"e001c97c0b4d606e885eec01\",\"instructor_id\":\"rmp:2865098\",\"instructor_name\":\"Lillie Williamson\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQyMTQwNTYz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2865098\"}],\"evidence_count\":3,\"review_ids\":[\"89213e7039a6b0f2f48f786b\",\"53afe6c6b0fe2063f48f9634\",\"e001c97c0b4d606e885eec01\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2865098\",\"name\":\"Lillie Williamson\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2025\"},\"sentiment\":\"positive\",\"summary\":\"Generally considered an easy class with manageable asynchronous work and no exams.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"I didn't enjoy the online class. It was boring and very political. I felt uncomfortable with some of the participation questions. I didn't connect with the teacher and didn't feel like I learned anything. The case studies can be fun, but are way too long for how few points there are. It was an easy A but I hated it. More work from TA than teacher.\",\"course_id\":\"COMARTS 260\",\"date\":\"2021-12-10 05:30:32 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"e781b3e816a2dd28185b6228\",\"instructor_id\":\"rmp:1517117\",\"instructor_name\":\"Sara McKinnon\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM1NDUzMTYx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1517117\"},{\"comment\":\"Attendance was not required although you needed to be there to complete the weekly case studies. Only one lecture and discussion per week and was mostly online including all the quizzes. There were four major writing assignments which can be tough because grading is all from your TA and guidelines could be confusing sometimes.\",\"course_id\":\"COMARTS 260\",\"date\":\"2025-12-16 17:28:59 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"c773b452152697279a1f3784\",\"instructor_id\":\"rmp:2865098\",\"instructor_name\":\"Lillie Williamson\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQyMjg1OTA3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2865098\"},{\"comment\":\"Incredibly kind towards her students & tries to get to them and knowledgable about her field of study. Relies on four papers, biweekly module quizzes, and lecture-based case studies once a week. Grade heavily relies on your TA, hope you get a good one. Extremely easy course otherwise. \",\"course_id\":\"COMARTS 260\",\"date\":\"2025-12-10 04:50:46 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"e001c97c0b4d606e885eec01\",\"instructor_id\":\"rmp:2865098\",\"instructor_name\":\"Lillie Williamson\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQyMTQwNTYz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2865098\"}],\"evidence_count\":3,\"review_ids\":[\"e781b3e816a2dd28185b6228\",\"c773b452152697279a1f3784\",\"e001c97c0b4d606e885eec01\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1517117\",\"name\":\"Sara McKinnon\"},{\"id\":\"rmp:2865098\",\"name\":\"Lillie Williamson\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2021\"},\"sentiment\":\"mixed\",\"summary\":\"Grading relies heavily on TAs for papers, leading to inconsistent experiences based on the assigned TA.\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_39e37c63d7e02503f2171e15","course_id":"COMARTS 260","catalog_version_id":"4f138463bcda47e5554394d4e78ce3542876c3c060ccc1538d8af6465a840b2a","record_version_id":"e4a9910468e61d94d820d42e4ca81c254f7d2c616d8d2467b7eea032478498c7","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"1c04f20f9412eeabc88b33825dff6f730099e2987656bb452df01e6acbf5709a","section":"student_summary","status":"invalid","value_json":"{\"context_hash\":\"0c67059a5133079f6b5712fd933017c9e3ade8c1bbbfa4776b42c5c79976f961\",\"course_id\":\"COMARTS 260\",\"current_instructors\":[{\"instructor_uid\":\"instructor_b368366fddc3d7df460fd631\",\"message\":\"No course-specific reviews available\",\"name\":\"Sarah Jedd\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":\"rmp:2378996\",\"summary\":[{\"citations\":[{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2026: 3.70 GPA, 86.0% A/AB (n=157 letter grades).\"}]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Karma Chavez\",\"review_date\":\"2017-04-24 15:03:27 +0000 UTC\",\"review_id\":\"76871a50598294c45c632d86\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1528835\",\"source_review_id\":\"UmF0aW5nLTI4MTExODg3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1528835\",\"type\":\"review\"},{\"instructor_name\":\"Karma Chavez\",\"review_date\":\"2017-11-29 21:33:00 +0000 UTC\",\"review_id\":\"d1645cf356afa3bbaaf0bd64\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1528835\",\"source_review_id\":\"UmF0aW5nLTI4OTk0Njgz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1528835\",\"type\":\"review\"},{\"instructor_name\":\"Lillie Williamson\",\"review_date\":\"2025-04-28 02:15:03 +0000 UTC\",\"review_id\":\"89213e7039a6b0f2f48f786b\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2865098\",\"source_review_id\":\"UmF0aW5nLTQxMDY0NjYw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2865098\",\"type\":\"review\"}],\"text\":\"Historical reviews of Karma Chavez, Lillie Williamson: The course involves heavy reading for discussion and four major writing assignments. Students must manage asynchronous work, with exams covering lecture material in some terms.\"}],\"errors\":[{\"error\":\"UnexpectedModelBehavior: Exceeded maximum output retries (2)\",\"instructor_uid\":null,\"mode\":\"history\"}],\"historical_context\":[],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Lillie Williamson\",\"review_date\":\"2025-04-28 02:15:03 +0000 UTC\",\"review_id\":\"89213e7039a6b0f2f48f786b\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2865098\",\"source_review_id\":\"UmF0aW5nLTQxMDY0NjYw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2865098\",\"type\":\"review\"},{\"instructor_name\":\"Lillie Williamson\",\"review_date\":\"2025-12-10 04:50:46 +0000 UTC\",\"review_id\":\"e001c97c0b4d606e885eec01\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2865098\",\"source_review_id\":\"UmF0aW5nLTQyMTQwNTYz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2865098\",\"type\":\"review\"}],\"text\":\"Historical reviews of Lillie Williamson: Lillie Williamson is described as personable and the course as easy, though grading relies on TAs. Sarah Jedd is the current instructor, but no reviews exist for her term yet.\"},{\"citations\":[{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.66 GPA, 82.5% A/AB (n=166 letter grades); Fall 2025: 3.75 GPA, 89.3% A/AB (n=242 letter grades); Spring 2026: 3.70 GPA, 86.0% A/AB (n=157 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Lillie Williamson\",\"review_date\":\"2025-12-03 16:01:45 +0000 UTC\",\"review_id\":\"9d8bf3560644d271880f81f8\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2865098\",\"source_review_id\":\"UmF0aW5nLTQyMDExNTI1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2865098\",\"type\":\"review\"},{\"instructor_name\":\"Lillie Williamson\",\"review_date\":\"2025-12-16 17:28:59 +0000 UTC\",\"review_id\":\"c773b452152697279a1f3784\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2865098\",\"source_review_id\":\"UmF0aW5nLTQyMjg1OTA3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2865098\",\"type\":\"review\"}],\"text\":\"Historical reviews of Lillie Williamson: Reviewers report that assignment guidelines can be confusing and grading is handled by TAs. Some find the lack of clear instructions frustrating and the work pointless.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1072\",\"type\":\"grade\"},{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1074\",\"type\":\"grade\"},{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1084\",\"type\":\"grade\"},{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1092\",\"type\":\"grade\"},{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1094\",\"type\":\"grade\"}],\"text\":\"CHRISTINE GARLOUGH is recorded teaching in Fall 2006, Spring 2007, Spring 2008, Fall 2008, Spring 2009. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"}],\"text\":\"KARMA CHAVEZ is recorded teaching in Fall 2015. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"LILLIE WILLIAMSON is recorded teaching in Fall 2024, Spring 2025, Fall 2025. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"},{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1114\",\"type\":\"grade\"},{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1122\",\"type\":\"grade\"},{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1124\",\"type\":\"grade\"},{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1132\",\"type\":\"grade\"},{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1134\",\"type\":\"grade\"},{\"course_id\":\"COMARTS 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260\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1154\",\"type\":\"grade\"},{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1154\",\"type\":\"grade\"},{\"course_id\":\"COMARTS 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260\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"},{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"},{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"},{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":101,\"source_course_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":101,\"source_course_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"SARA MCKINNON is recorded teaching in Fall 2010, Spring 2011, Fall 2011, Spring 2012, Fall 2012, Spring 2013, Fall 2013, Spring 2014, Spring 2015, Spring 2016, Fall 2016, Spring 2017, Spring 2018, Spring 2020, Fall 2020, Fall 2021, Spring 2022, Fall 2022, Spring 2023, Fall 2025. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMARTS 260\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"source_record\":{\"entity_id\":\"22a2fb24-2ad4-3672-9d8b-9091b3e43ce0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"SARAH JEDD is recorded teaching in Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"}],\"term_id\":\"1272\",\"term_name\":\"2026 Fall\",\"version\":2}","candidate_json":null,"error":"[{\"mode\": \"history\", \"instructor_uid\": null, \"error\": \"UnexpectedModelBehavior: Exceeded maximum output retries (2)\"}]","model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true}]