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Assigns a lot of reading. Makes her TA do everything. Overall pretty nice but she called me a out a couple times.\",\"course_id\":\"EDPOL 200\",\"date\":\"2013-10-30 12:51:44 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"8f91806ec4bf01de538d09e3\",\"instructor_id\":\"rmp:1574369\",\"instructor_name\":\"Linn Posey\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTIyMjMzNDQz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1574369\"},{\"comment\":\"Dr. Posey-Maddox is a very sweet & kind professor who genuinely want you to succeed :) Wallace is an amazing TA too! Would highly recommend ED POL 200, just be prepared to do lots of reading and group discussion. 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Genuinely cares about you as a person. She is always checking in and making sure you are doing good. There is a lot of readings for this class, but are necessary for discussions and the three big projects you complete throughout the semester. Best and most informative class I ever took.\",\"course_id\":\"EDPOL 200\",\"date\":\"2020-12-29 04:40:12 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"c6f2ccb966158bc98c49b16f\",\"instructor_id\":\"rmp:1574369\",\"instructor_name\":\"Linn Posey\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0MjExMjM5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1574369\"},{\"comment\":\"Overall, a great teacher who actually cares about your well-being. The course itself has a ton of readings so be prepare for that since all discussions in class are related to the readings she assigns you to do for that week. 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Assigns a lot of reading. Makes her TA do everything. Overall pretty nice but she called me a out a couple times.\",\"course_id\":\"EDPOL 200\",\"date\":\"2013-10-30 12:51:44 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"8f91806ec4bf01de538d09e3\",\"instructor_id\":\"rmp:1574369\",\"instructor_name\":\"Linn Posey\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTIyMjMzNDQz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1574369\"},{\"comment\":\"Dr. Posey-Maddox is a very sweet & kind professor who genuinely want you to succeed :) Wallace is an amazing TA too! Would highly recommend ED POL 200, just be prepared to do lots of reading and group discussion. 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Genuinely cares about you as a person. She is always checking in and making sure you are doing good. There is a lot of readings for this class, but are necessary for discussions and the three big projects you complete throughout the semester. Best and most informative class I ever took.\",\"course_id\":\"EDPOL 200\",\"date\":\"2020-12-29 04:40:12 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"c6f2ccb966158bc98c49b16f\",\"instructor_id\":\"rmp:1574369\",\"instructor_name\":\"Linn Posey\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0MjExMjM5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1574369\"},{\"comment\":\"Overall, a great teacher who actually cares about your well-being. The course itself has a ton of readings so be prepare for that since all discussions in class are related to the readings she assigns you to do for that week. In total, there are three major papers that impacts your grade in the class and some short assignments on the way as well.\",\"course_id\":\"EDPOL 200\",\"date\":\"2021-01-12 18:34:14 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"cd553aed68c93b80eab8d80a\",\"instructor_id\":\"rmp:1574369\",\"instructor_name\":\"Linn Posey\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM0MjY3MjIw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1574369\"},{\"comment\":\"Posey-Maddox was one of the most understanding and caring professors that I have ever met. She made sure that I was prioritizing my mental health while also doing well in class. Very reading heavy (40+ pgs a week), gives good essay feedback, participation is one of the most important things. Also offers extra credit.\",\"course_id\":\"EDPOL 200\",\"date\":\"2021-12-13 14:20:21 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"58c1af91d2b6312897999dd4\",\"instructor_id\":\"rmp:1574369\",\"instructor_name\":\"Linn Posey\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM1NDk0NTk4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1574369\"},{\"comment\":\"I love Abby! She cares about her students and the topics she is teaching about. There is a lot of reading in the course but you just need to have a basic understanding of the readings before coming to class to be able to participate. Very few assignments and easy grading. Highly recommend \",\"course_id\":\"EDPOL 200\",\"date\":\"2024-06-21 18:26:25 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"a8c2483ac04855150f5107a0\",\"instructor_id\":\"rmp:2980453\",\"instructor_name\":\"Abby  Beneke\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM5NTg2MzAx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2980453\"}],\"evidence_count\":7,\"review_ids\":[\"8f91806ec4bf01de538d09e3\",\"5d548196cd68f17b222bcd4b\",\"1e223b418ea4bd96fe7bfaac\",\"c6f2ccb966158bc98c49b16f\",\"cd553aed68c93b80eab8d80a\",\"58c1af91d2b6312897999dd4\",\"a8c2483ac04855150f5107a0\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1574369\",\"name\":\"Linn Posey\"},{\"id\":\"rmp:2980453\",\"name\":\"Abby  Beneke\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2013\"},\"sentiment\":\"positive\",\"summary\":\"Instructors are described as caring, kind, and supportive, with clear expectations for participation and reading.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Pretty basic teacher. Assigns a lot of reading. Makes her TA do everything. Overall pretty nice but she called me a out a couple times.\",\"course_id\":\"EDPOL 200\",\"date\":\"2013-10-30 12:51:44 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"8f91806ec4bf01de538d09e3\",\"instructor_id\":\"rmp:1574369\",\"instructor_name\":\"Linn Posey\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTIyMjMzNDQz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1574369\"},{\"comment\":\"Dr. Posey-Maddox is a very sweet & kind professor who genuinely want you to succeed :) Wallace is an amazing TA too! Would highly recommend ED POL 200, just be prepared to do lots of reading and group discussion. It's intensive but insightful.\",\"course_id\":\"EDPOL 200\",\"date\":\"2019-10-30 03:06:28 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"5d548196cd68f17b222bcd4b\",\"instructor_id\":\"rmp:1574369\",\"instructor_name\":\"Linn Posey\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMyMzM0NDUz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1574369\"},{\"comment\":\"Definitely one of my favorite professors because it is clear she cares about her students and wants you to succeed. Definitely a lot of reading but on interesting topics so isn't too bad.\",\"course_id\":\"EDPOL 200\",\"date\":\"2020-12-14 04:12:59 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"1e223b418ea4bd96fe7bfaac\",\"instructor_id\":\"rmp:1574369\",\"instructor_name\":\"Linn Posey\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0MDYxNDgz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1574369\"},{\"comment\":\"Professor Posey-Maddox is INCREDIBLY kind. Genuinely cares about you as a person. She is always checking in and making sure you are doing good. There is a lot of readings for this class, but are necessary for discussions and the three big projects you complete throughout the semester. Best and most informative class I ever took.\",\"course_id\":\"EDPOL 200\",\"date\":\"2020-12-29 04:40:12 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"c6f2ccb966158bc98c49b16f\",\"instructor_id\":\"rmp:1574369\",\"instructor_name\":\"Linn Posey\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0MjExMjM5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1574369\"},{\"comment\":\"Overall, a great teacher who actually cares about your well-being. The course itself has a ton of readings so be prepare for that since all discussions in class are related to the readings she assigns you to do for that week. In total, there are three major papers that impacts your grade in the class and some short assignments on the way as well.\",\"course_id\":\"EDPOL 200\",\"date\":\"2021-01-12 18:34:14 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"cd553aed68c93b80eab8d80a\",\"instructor_id\":\"rmp:1574369\",\"instructor_name\":\"Linn Posey\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM0MjY3MjIw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1574369\"},{\"comment\":\"Posey-Maddox was one of the most understanding and caring professors that I have ever met. She made sure that I was prioritizing my mental health while also doing well in class. Very reading heavy (40+ pgs a week), gives good essay feedback, participation is one of the most important things. 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Genuinely cares about you as a person. She is always checking in and making sure you are doing good. There is a lot of readings for this class, but are necessary for discussions and the three big projects you complete throughout the semester. Best and most informative class I ever took.\",\"course_id\":\"EDPOL 200\",\"date\":\"2020-12-29 04:40:12 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"c6f2ccb966158bc98c49b16f\",\"instructor_id\":\"rmp:1574369\",\"instructor_name\":\"Linn Posey\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0MjExMjM5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1574369\"},{\"comment\":\"Overall, a great teacher who actually cares about your well-being. The course itself has a ton of readings so be prepare for that since all discussions in class are related to the readings she assigns you to do for that week. 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Also offers extra credit.\",\"course_id\":\"EDPOL 200\",\"date\":\"2021-12-13 14:20:21 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"58c1af91d2b6312897999dd4\",\"instructor_id\":\"rmp:1574369\",\"instructor_name\":\"Linn Posey\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM1NDk0NTk4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1574369\"},{\"comment\":\"I love Abby! She cares about her students and the topics she is teaching about. There is a lot of reading in the course but you just need to have a basic understanding of the readings before coming to class to be able to participate. Very few assignments and easy grading. Highly recommend \",\"course_id\":\"EDPOL 200\",\"date\":\"2024-06-21 18:26:25 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"a8c2483ac04855150f5107a0\",\"instructor_id\":\"rmp:2980453\",\"instructor_name\":\"Abby  Beneke\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM5NTg2MzAx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2980453\"}],\"evidence_count\":4,\"review_ids\":[\"c6f2ccb966158bc98c49b16f\",\"cd553aed68c93b80eab8d80a\",\"58c1af91d2b6312897999dd4\",\"a8c2483ac04855150f5107a0\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1574369\",\"name\":\"Linn Posey\"},{\"id\":\"rmp:2980453\",\"name\":\"Abby  Beneke\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2020\"},\"sentiment\":\"positive\",\"summary\":\"Assessments include major papers and short assignments, with some instructors offering extra credit and good feedback.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"Dr. Posey-Maddox is a very sweet & kind professor who genuinely want you to succeed :) Wallace is an amazing TA too! Would highly recommend ED POL 200, just be prepared to do lots of reading and group discussion. It's intensive but insightful.\",\"course_id\":\"EDPOL 200\",\"date\":\"2019-10-30 03:06:28 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"5d548196cd68f17b222bcd4b\",\"instructor_id\":\"rmp:1574369\",\"instructor_name\":\"Linn Posey\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMyMzM0NDUz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1574369\"},{\"comment\":\"Definitely one of my favorite professors because it is clear she cares about her students and wants you to succeed. Definitely a lot of reading but on interesting topics so isn't too bad.\",\"course_id\":\"EDPOL 200\",\"date\":\"2020-12-14 04:12:59 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"1e223b418ea4bd96fe7bfaac\",\"instructor_id\":\"rmp:1574369\",\"instructor_name\":\"Linn Posey\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0MDYxNDgz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1574369\"},{\"comment\":\"Professor Posey-Maddox is INCREDIBLY kind. Genuinely cares about you as a person. She is always checking in and making sure you are doing good. There is a lot of readings for this class, but are necessary for discussions and the three big projects you complete throughout the semester. Best and most informative class I ever took.\",\"course_id\":\"EDPOL 200\",\"date\":\"2020-12-29 04:40:12 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"c6f2ccb966158bc98c49b16f\",\"instructor_id\":\"rmp:1574369\",\"instructor_name\":\"Linn Posey\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0MjExMjM5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1574369\"},{\"comment\":\"Overall, a great teacher who actually cares about your well-being. The course itself has a ton of readings so be prepare for that since all discussions in class are related to the readings she assigns you to do for that week. In total, there are three major papers that impacts your grade in the class and some short assignments on the way as well.\",\"course_id\":\"EDPOL 200\",\"date\":\"2021-01-12 18:34:14 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"cd553aed68c93b80eab8d80a\",\"instructor_id\":\"rmp:1574369\",\"instructor_name\":\"Linn Posey\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM0MjY3MjIw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1574369\"},{\"comment\":\"Posey-Maddox was one of the most understanding and caring professors that I have ever met. She made sure that I was prioritizing my mental health while also doing well in class. Very reading heavy (40+ pgs a week), gives good essay feedback, participation is one of the most important things. Also offers extra credit.\",\"course_id\":\"EDPOL 200\",\"date\":\"2021-12-13 14:20:21 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"58c1af91d2b6312897999dd4\",\"instructor_id\":\"rmp:1574369\",\"instructor_name\":\"Linn Posey\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM1NDk0NTk4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1574369\"},{\"comment\":\"I love Abby! She cares about her students and the topics she is teaching about. There is a lot of reading in the course but you just need to have a basic understanding of the readings before coming to class to be able to participate. Very few assignments and easy grading. Highly recommend \",\"course_id\":\"EDPOL 200\",\"date\":\"2024-06-21 18:26:25 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"a8c2483ac04855150f5107a0\",\"instructor_id\":\"rmp:2980453\",\"instructor_name\":\"Abby  Beneke\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM5NTg2MzAx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2980453\"}],\"evidence_count\":6,\"review_ids\":[\"5d548196cd68f17b222bcd4b\",\"1e223b418ea4bd96fe7bfaac\",\"c6f2ccb966158bc98c49b16f\",\"cd553aed68c93b80eab8d80a\",\"58c1af91d2b6312897999dd4\",\"a8c2483ac04855150f5107a0\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1574369\",\"name\":\"Linn Posey\"},{\"id\":\"rmp:2980453\",\"name\":\"Abby  Beneke\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2019\"},\"sentiment\":\"positive\",\"summary\":\"Students generally have a positive experience, citing the supportive nature of the instructors and the value of the course content.\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_5d6473d23ec0987117ed2e3e","course_id":"EDPOL 200","catalog_version_id":"85280e8bc51b0f2d2ef32fda20a9e250700f988bbc388275b5d5d39a3f11cad7","record_version_id":"15d46ba2c907656d9264aafe750e59b2e497710a3b53fb51fbb4913b82531b26","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"2153a2a4107d56c3286109be57a9aa3e42fe1db9bb3ec11be645d707c12a2b23","section":"student_summary","status":"invalid","value_json":"{\"context_hash\":\"32187edca94352eff8a9c9a7ba5e88a1a1c7ca4d66f3de22b82ce9ddb9e327f8\",\"course_id\":\"EDPOL 200\",\"current_instructors\":[{\"instructor_uid\":\"instructor_bc339d85a1a2b4a242a8c0ce\",\"message\":\"No course-specific reviews available\",\"name\":\"Morgan Mayer-Jochimsen\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[{\"citations\":[{\"course_id\":\"EDPOL 200\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"7b054e45-fea7-3f97-a231-33c57a681b31\",\"source_record\":{\"entity_id\":\"7b054e45-fea7-3f97-a231-33c57a681b31\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"EDPOL 200\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"7b054e45-fea7-3f97-a231-33c57a681b31\",\"source_record\":{\"entity_id\":\"7b054e45-fea7-3f97-a231-33c57a681b31\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2024: 4.00 GPA, 100.0% A/AB (n=29 letter grades); Spring 2025: 3.95 GPA, 100.0% A/AB (n=30 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\":\"EDPOL 200\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"7b054e45-fea7-3f97-a231-33c57a681b31\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"EDPOL 200\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"7b054e45-fea7-3f97-a231-33c57a681b31\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"EDPOL 200\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"7b054e45-fea7-3f97-a231-33c57a681b31\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.72 GPA, 85.4% A/AB (n=89 letter grades); Fall 2025: 3.97 GPA, 98.3% A/AB (n=59 letter grades); Spring 2026: 3.86 GPA, 96.6% A/AB (n=29 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"EDPOL 200\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"7b054e45-fea7-3f97-a231-33c57a681b31\",\"source_record\":{\"entity_id\":\"7b054e45-fea7-3f97-a231-33c57a681b31\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"EDPOL 200\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"7b054e45-fea7-3f97-a231-33c57a681b31\",\"source_record\":{\"entity_id\":\"7b054e45-fea7-3f97-a231-33c57a681b31\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"}],\"text\":\"ABBY BENEKE is recorded teaching in Fall 2023, Spring 2024. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"EDPOL 200\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"7b054e45-fea7-3f97-a231-33c57a681b31\",\"source_record\":{\"entity_id\":\"7b054e45-fea7-3f97-a231-33c57a681b31\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"},{\"course_id\":\"EDPOL 200\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"7b054e45-fea7-3f97-a231-33c57a681b31\",\"source_record\":{\"entity_id\":\"7b054e45-fea7-3f97-a231-33c57a681b31\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1114\",\"type\":\"grade\"},{\"course_id\":\"EDPOL 200\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"7b054e45-fea7-3f97-a231-33c57a681b31\",\"source_record\":{\"entity_id\":\"7b054e45-fea7-3f97-a231-33c57a681b31\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1122\",\"type\":\"grade\"},{\"course_id\":\"EDPOL 200\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"7b054e45-fea7-3f97-a231-33c57a681b31\",\"source_record\":{\"entity_id\":\"7b054e45-fea7-3f97-a231-33c57a681b31\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1134\",\"type\":\"grade\"},{\"course_id\":\"EDPOL 200\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"7b054e45-fea7-3f97-a231-33c57a681b31\",\"source_record\":{\"entity_id\":\"7b054e45-fea7-3f97-a231-33c57a681b31\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1142\",\"type\":\"grade\"},{\"course_id\":\"EDPOL 200\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"7b054e45-fea7-3f97-a231-33c57a681b31\",\"source_record\":{\"entity_id\":\"7b054e45-fea7-3f97-a231-33c57a681b31\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"},{\"course_id\":\"EDPOL 200\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"7b054e45-fea7-3f97-a231-33c57a681b31\",\"source_record\":{\"entity_id\":\"7b054e45-fea7-3f97-a231-33c57a681b31\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"EDPOL 200\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"7b054e45-fea7-3f97-a231-33c57a681b31\",\"source_record\":{\"entity_id\":\"7b054e45-fea7-3f97-a231-33c57a681b31\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"EDPOL 200\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"7b054e45-fea7-3f97-a231-33c57a681b31\",\"source_record\":{\"entity_id\":\"7b054e45-fea7-3f97-a231-33c57a681b31\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"EDPOL 200\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"7b054e45-fea7-3f97-a231-33c57a681b31\",\"source_record\":{\"entity_id\":\"7b054e45-fea7-3f97-a231-33c57a681b31\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"EDPOL 200\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"7b054e45-fea7-3f97-a231-33c57a681b31\",\"source_record\":{\"entity_id\":\"7b054e45-fea7-3f97-a231-33c57a681b31\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"EDPOL 200\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"7b054e45-fea7-3f97-a231-33c57a681b31\",\"source_record\":{\"entity_id\":\"7b054e45-fea7-3f97-a231-33c57a681b31\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"}],\"text\":\"LINN POSEY is recorded teaching in Fall 2010, Spring 2011, Fall 2011, Spring 2013, Fall 2013, Fall 2014, Fall 2016, Fall 2018, Fall 2019, Fall 2020, Fall 2021, Fall 2022. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"EDPOL 200\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"7b054e45-fea7-3f97-a231-33c57a681b31\",\"source_record\":{\"entity_id\":\"7b054e45-fea7-3f97-a231-33c57a681b31\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"EDPOL 200\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"7b054e45-fea7-3f97-a231-33c57a681b31\",\"source_record\":{\"entity_id\":\"7b054e45-fea7-3f97-a231-33c57a681b31\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"}],\"text\":\"MORGAN MAYER-JOCHIMSEN is recorded teaching in Fall 2024, Spring 2025. 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":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_5d6473d23ec0987117ed2e3e","course_id":"EDPOL 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Assigns a lot of reading. Makes her TA do everything. Overall pretty nice but she called me a out a couple times.\",\"course_id\":\"EDPOL 200\",\"date\":\"2013-10-30 12:51:44 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"8f91806ec4bf01de538d09e3\",\"instructor_id\":\"rmp:1574369\",\"instructor_name\":\"Linn Posey\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTIyMjMzNDQz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1574369\"},{\"comment\":\"Dr. Posey-Maddox is a very sweet & kind professor who genuinely want you to succeed :) Wallace is an amazing TA too! Would highly recommend ED POL 200, just be prepared to do lots of reading and group discussion. 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Genuinely cares about you as a person. She is always checking in and making sure you are doing good. There is a lot of readings for this class, but are necessary for discussions and the three big projects you complete throughout the semester. Best and most informative class I ever took.\",\"course_id\":\"EDPOL 200\",\"date\":\"2020-12-29 04:40:12 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"c6f2ccb966158bc98c49b16f\",\"instructor_id\":\"rmp:1574369\",\"instructor_name\":\"Linn Posey\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0MjExMjM5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1574369\"},{\"comment\":\"Overall, a great teacher who actually cares about your well-being. The course itself has a ton of readings so be prepare for that since all discussions in class are related to the readings she assigns you to do for that week. In total, there are three major papers that impacts your grade in the class and some short assignments on the way as well.\",\"course_id\":\"EDPOL 200\",\"date\":\"2021-01-12 18:34:14 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"cd553aed68c93b80eab8d80a\",\"instructor_id\":\"rmp:1574369\",\"instructor_name\":\"Linn Posey\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM0MjY3MjIw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1574369\"},{\"comment\":\"Posey-Maddox was one of the most understanding and caring professors that I have ever met. She made sure that I was prioritizing my mental health while also doing well in class. Very reading heavy (40+ pgs a week), gives good essay feedback, participation is one of the most important things. Also offers extra credit.\",\"course_id\":\"EDPOL 200\",\"date\":\"2021-12-13 14:20:21 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"58c1af91d2b6312897999dd4\",\"instructor_id\":\"rmp:1574369\",\"instructor_name\":\"Linn Posey\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM1NDk0NTk4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1574369\"},{\"comment\":\"I love Abby! She cares about her students and the topics she is teaching about. There is a lot of reading in the course but you just need to have a basic understanding of the readings before coming to class to be able to participate. Very few assignments and easy grading. Highly recommend \",\"course_id\":\"EDPOL 200\",\"date\":\"2024-06-21 18:26:25 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"a8c2483ac04855150f5107a0\",\"instructor_id\":\"rmp:2980453\",\"instructor_name\":\"Abby  Beneke\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM5NTg2MzAx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2980453\"}],\"evidence_count\":7,\"review_ids\":[\"8f91806ec4bf01de538d09e3\",\"5d548196cd68f17b222bcd4b\",\"1e223b418ea4bd96fe7bfaac\",\"c6f2ccb966158bc98c49b16f\",\"cd553aed68c93b80eab8d80a\",\"58c1af91d2b6312897999dd4\",\"a8c2483ac04855150f5107a0\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1574369\",\"name\":\"Linn Posey\"},{\"id\":\"rmp:2980453\",\"name\":\"Abby  Beneke\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2013\"},\"sentiment\":\"positive\",\"summary\":\"Instructors are described as caring, kind, and supportive, with clear expectations for participation and reading.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Pretty basic teacher. 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Genuinely cares about you as a person. She is always checking in and making sure you are doing good. There is a lot of readings for this class, but are necessary for discussions and the three big projects you complete throughout the semester. Best and most informative class I ever took.\",\"course_id\":\"EDPOL 200\",\"date\":\"2020-12-29 04:40:12 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"c6f2ccb966158bc98c49b16f\",\"instructor_id\":\"rmp:1574369\",\"instructor_name\":\"Linn Posey\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0MjExMjM5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1574369\"},{\"comment\":\"Overall, a great teacher who actually cares about your well-being. The course itself has a ton of readings so be prepare for that since all discussions in class are related to the readings she assigns you to do for that week. 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Also offers extra credit.\",\"course_id\":\"EDPOL 200\",\"date\":\"2021-12-13 14:20:21 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"58c1af91d2b6312897999dd4\",\"instructor_id\":\"rmp:1574369\",\"instructor_name\":\"Linn Posey\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM1NDk0NTk4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1574369\"}],\"evidence_count\":6,\"review_ids\":[\"8f91806ec4bf01de538d09e3\",\"5d548196cd68f17b222bcd4b\",\"1e223b418ea4bd96fe7bfaac\",\"c6f2ccb966158bc98c49b16f\",\"cd553aed68c93b80eab8d80a\",\"58c1af91d2b6312897999dd4\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1574369\",\"name\":\"Linn Posey\"}],\"review_year_end\":\"2021\",\"review_year_start\":\"2013\"},\"sentiment\":\"mixed\",\"summary\":\"The course is reading-heavy, requiring students to prepare for discussions, but the volume is manageable for many.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"Professor Posey-Maddox is INCREDIBLY kind. Genuinely cares about you as a person. She is always checking in and making sure you are doing good. There is a lot of readings for this class, but are necessary for discussions and the three big projects you complete throughout the semester. Best and most informative class I ever took.\",\"course_id\":\"EDPOL 200\",\"date\":\"2020-12-29 04:40:12 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"c6f2ccb966158bc98c49b16f\",\"instructor_id\":\"rmp:1574369\",\"instructor_name\":\"Linn Posey\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0MjExMjM5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1574369\"},{\"comment\":\"Overall, a great teacher who actually cares about your well-being. The course itself has a ton of readings so be prepare for that since all discussions in class are related to the readings she assigns you to do for that week. In total, there are three major papers that impacts your grade in the class and some short assignments on the way as well.\",\"course_id\":\"EDPOL 200\",\"date\":\"2021-01-12 18:34:14 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"cd553aed68c93b80eab8d80a\",\"instructor_id\":\"rmp:1574369\",\"instructor_name\":\"Linn Posey\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM0MjY3MjIw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1574369\"},{\"comment\":\"Posey-Maddox was one of the most understanding and caring professors that I have ever met. She made sure that I was prioritizing my mental health while also doing well in class. Very reading heavy (40+ pgs a week), gives good essay feedback, participation is one of the most important things. Also offers extra credit.\",\"course_id\":\"EDPOL 200\",\"date\":\"2021-12-13 14:20:21 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"58c1af91d2b6312897999dd4\",\"instructor_id\":\"rmp:1574369\",\"instructor_name\":\"Linn Posey\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM1NDk0NTk4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1574369\"},{\"comment\":\"I love Abby! She cares about her students and the topics she is teaching about. There is a lot of reading in the course but you just need to have a basic understanding of the readings before coming to class to be able to participate. Very few assignments and easy grading. Highly recommend \",\"course_id\":\"EDPOL 200\",\"date\":\"2024-06-21 18:26:25 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"a8c2483ac04855150f5107a0\",\"instructor_id\":\"rmp:2980453\",\"instructor_name\":\"Abby  Beneke\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM5NTg2MzAx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2980453\"}],\"evidence_count\":4,\"review_ids\":[\"c6f2ccb966158bc98c49b16f\",\"cd553aed68c93b80eab8d80a\",\"58c1af91d2b6312897999dd4\",\"a8c2483ac04855150f5107a0\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1574369\",\"name\":\"Linn Posey\"},{\"id\":\"rmp:2980453\",\"name\":\"Abby  Beneke\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2020\"},\"sentiment\":\"positive\",\"summary\":\"Assessments include major papers and short assignments, with some instructors offering extra credit and good feedback.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"Dr. Posey-Maddox is a very sweet & kind professor who genuinely want you to succeed :) Wallace is an amazing TA too! Would highly recommend ED POL 200, just be prepared to do lots of reading and group discussion. It's intensive but insightful.\",\"course_id\":\"EDPOL 200\",\"date\":\"2019-10-30 03:06:28 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"5d548196cd68f17b222bcd4b\",\"instructor_id\":\"rmp:1574369\",\"instructor_name\":\"Linn Posey\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMyMzM0NDUz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1574369\"},{\"comment\":\"Definitely one of my favorite professors because it is clear she cares about her students and wants you to succeed. Definitely a lot of reading but on interesting topics so isn't too bad.\",\"course_id\":\"EDPOL 200\",\"date\":\"2020-12-14 04:12:59 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"1e223b418ea4bd96fe7bfaac\",\"instructor_id\":\"rmp:1574369\",\"instructor_name\":\"Linn Posey\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0MDYxNDgz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1574369\"},{\"comment\":\"Professor Posey-Maddox is INCREDIBLY kind. Genuinely cares about you as a person. She is always checking in and making sure you are doing good. There is a lot of readings for this class, but are necessary for discussions and the three big projects you complete throughout the semester. Best and most informative class I ever took.\",\"course_id\":\"EDPOL 200\",\"date\":\"2020-12-29 04:40:12 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"c6f2ccb966158bc98c49b16f\",\"instructor_id\":\"rmp:1574369\",\"instructor_name\":\"Linn Posey\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0MjExMjM5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1574369\"},{\"comment\":\"Overall, a great teacher who actually cares about your well-being. The course itself has a ton of readings so be prepare for that since all discussions in class are related to the readings she assigns you to do for that week. In total, there are three major papers that impacts your grade in the class and some short assignments on the way as well.\",\"course_id\":\"EDPOL 200\",\"date\":\"2021-01-12 18:34:14 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"cd553aed68c93b80eab8d80a\",\"instructor_id\":\"rmp:1574369\",\"instructor_name\":\"Linn Posey\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM0MjY3MjIw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1574369\"},{\"comment\":\"Posey-Maddox was one of the most understanding and caring professors that I have ever met. She made sure that I was prioritizing my mental health while also doing well in class. Very reading heavy (40+ pgs a week), gives good essay feedback, participation is one of the most important things. Also offers extra credit.\",\"course_id\":\"EDPOL 200\",\"date\":\"2021-12-13 14:20:21 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"58c1af91d2b6312897999dd4\",\"instructor_id\":\"rmp:1574369\",\"instructor_name\":\"Linn Posey\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM1NDk0NTk4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1574369\"},{\"comment\":\"I love Abby! She cares about her students and the topics she is teaching about. There is a lot of reading in the course but you just need to have a basic understanding of the readings before coming to class to be able to participate. Very few assignments and easy grading. Highly recommend \",\"course_id\":\"EDPOL 200\",\"date\":\"2024-06-21 18:26:25 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"a8c2483ac04855150f5107a0\",\"instructor_id\":\"rmp:2980453\",\"instructor_name\":\"Abby  Beneke\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM5NTg2MzAx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2980453\"}],\"evidence_count\":6,\"review_ids\":[\"5d548196cd68f17b222bcd4b\",\"1e223b418ea4bd96fe7bfaac\",\"c6f2ccb966158bc98c49b16f\",\"cd553aed68c93b80eab8d80a\",\"58c1af91d2b6312897999dd4\",\"a8c2483ac04855150f5107a0\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1574369\",\"name\":\"Linn Posey\"},{\"id\":\"rmp:2980453\",\"name\":\"Abby  Beneke\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2019\"},\"sentiment\":\"positive\",\"summary\":\"Students generally have a positive experience, citing the supportive nature of the instructors and the value of the course content.\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_5d6473d23ec0987117ed2e3e","course_id":"EDPOL 200","catalog_version_id":"85280e8bc51b0f2d2ef32fda20a9e250700f988bbc388275b5d5d39a3f11cad7","record_version_id":"15d46ba2c907656d9264aafe750e59b2e497710a3b53fb51fbb4913b82531b26","job_id":"enrich-b6d8f78c1be0d523cf09d00d","output_id":"734efae8f7d57fa2a286fa3391ca335d8697874f7610adcee738c04973eab87d","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"32187edca94352eff8a9c9a7ba5e88a1a1c7ca4d66f3de22b82ce9ddb9e327f8\",\"course_id\":\"EDPOL 200\",\"current_instructors\":[{\"instructor_uid\":\"instructor_bc339d85a1a2b4a242a8c0ce\",\"message\":\"No course-specific reviews available\",\"name\":\"Morgan Mayer-Jochimsen\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[{\"citations\":[{\"course_id\":\"EDPOL 200\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"7b054e45-fea7-3f97-a231-33c57a681b31\",\"source_record\":{\"entity_id\":\"7b054e45-fea7-3f97-a231-33c57a681b31\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"EDPOL 200\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"7b054e45-fea7-3f97-a231-33c57a681b31\",\"source_record\":{\"entity_id\":\"7b054e45-fea7-3f97-a231-33c57a681b31\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2024: 4.00 GPA, 100.0% A/AB (n=29 letter grades); Spring 2025: 3.95 GPA, 100.0% A/AB (n=30 letter grades).\"}]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Linn Posey\",\"review_date\":\"2013-10-30 12:51:44 +0000 UTC\",\"review_id\":\"8f91806ec4bf01de538d09e3\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1574369\",\"source_review_id\":\"UmF0aW5nLTIyMjMzNDQz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1574369\",\"type\":\"review\"},{\"instructor_name\":\"Linn Posey\",\"review_date\":\"2019-10-30 03:06:28 +0000 UTC\",\"review_id\":\"5d548196cd68f17b222bcd4b\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1574369\",\"source_review_id\":\"UmF0aW5nLTMyMzM0NDUz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1574369\",\"type\":\"review\"},{\"instructor_name\":\"Linn Posey\",\"review_date\":\"2020-12-29 04:40:12 +0000 UTC\",\"review_id\":\"c6f2ccb966158bc98c49b16f\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1574369\",\"source_review_id\":\"UmF0aW5nLTM0MjExMjM5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1574369\",\"type\":\"review\"},{\"instructor_name\":\"Linn Posey\",\"review_date\":\"2021-01-12 18:34:14 +0000 UTC\",\"review_id\":\"cd553aed68c93b80eab8d80a\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1574369\",\"source_review_id\":\"UmF0aW5nLTM0MjY3MjIw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1574369\",\"type\":\"review\"},{\"instructor_name\":\"Linn Posey\",\"review_date\":\"2021-12-13 14:20:21 +0000 UTC\",\"review_id\":\"58c1af91d2b6312897999dd4\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1574369\",\"source_review_id\":\"UmF0aW5nLTM1NDk0NTk4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1574369\",\"type\":\"review\"},{\"instructor_name\":\"Abby  Beneke\",\"review_date\":\"2024-06-21 18:26:25 +0000 UTC\",\"review_id\":\"a8c2483ac04855150f5107a0\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2980453\",\"source_review_id\":\"UmF0aW5nLTM5NTg2MzAx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2980453\",\"type\":\"review\"}],\"text\":\"Historical reviews of Abby  Beneke, Linn Posey: The course requires extensive weekly reading to participate in discussions, along with three major papers or projects and short assignments throughout the semester.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Abby  Beneke\",\"review_date\":\"2024-06-21 18:26:25 +0000 UTC\",\"review_id\":\"a8c2483ac04855150f5107a0\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2980453\",\"source_review_id\":\"UmF0aW5nLTM5NTg2MzAx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2980453\",\"type\":\"review\"}],\"text\":\"Historical reviews of Abby  Beneke: Abby Beneke is reported to care about students and topics, requiring basic reading preparation for participation. Reviewers note very few assignments and easy grading, though the course still involves significant reading volume.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Linn Posey\",\"review_date\":\"2019-10-30 03:06:28 +0000 UTC\",\"review_id\":\"5d548196cd68f17b222bcd4b\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1574369\",\"source_review_id\":\"UmF0aW5nLTMyMzM0NDUz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1574369\",\"type\":\"review\"},{\"instructor_name\":\"Linn Posey\",\"review_date\":\"2020-12-14 04:12:59 +0000 UTC\",\"review_id\":\"1e223b418ea4bd96fe7bfaac\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1574369\",\"source_review_id\":\"UmF0aW5nLTM0MDYxNDgz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1574369\",\"type\":\"review\"},{\"instructor_name\":\"Linn Posey\",\"review_date\":\"2020-12-29 04:40:12 +0000 UTC\",\"review_id\":\"c6f2ccb966158bc98c49b16f\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1574369\",\"source_review_id\":\"UmF0aW5nLTM0MjExMjM5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1574369\",\"type\":\"review\"},{\"instructor_name\":\"Linn Posey\",\"review_date\":\"2021-01-12 18:34:14 +0000 UTC\",\"review_id\":\"cd553aed68c93b80eab8d80a\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1574369\",\"source_review_id\":\"UmF0aW5nLTM0MjY3MjIw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1574369\",\"type\":\"review\"},{\"instructor_name\":\"Linn Posey\",\"review_date\":\"2021-12-13 14:20:21 +0000 UTC\",\"review_id\":\"58c1af91d2b6312897999dd4\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1574369\",\"source_review_id\":\"UmF0aW5nLTM1NDk0NTk4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1574369\",\"type\":\"review\"},{\"instructor_name\":\"Abby  Beneke\",\"review_date\":\"2024-06-21 18:26:25 +0000 UTC\",\"review_id\":\"a8c2483ac04855150f5107a0\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2980453\",\"source_review_id\":\"UmF0aW5nLTM5NTg2MzAx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2980453\",\"type\":\"review\"}],\"text\":\"Students describe historical instructors Linn Posey and Abby Beneke as highly caring and supportive, though they emphasize that the course demands significant reading preparation for class discussions.\"},{\"citations\":[{\"course_id\":\"EDPOL 200\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"7b054e45-fea7-3f97-a231-33c57a681b31\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"EDPOL 200\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"7b054e45-fea7-3f97-a231-33c57a681b31\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"EDPOL 200\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"7b054e45-fea7-3f97-a231-33c57a681b31\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.72 GPA, 85.4% A/AB (n=89 letter grades); Fall 2025: 3.97 GPA, 98.3% A/AB (n=59 letter grades); Spring 2026: 3.86 GPA, 96.6% A/AB (n=29 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Linn Posey\",\"review_date\":\"2019-10-30 03:06:28 +0000 UTC\",\"review_id\":\"5d548196cd68f17b222bcd4b\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1574369\",\"source_review_id\":\"UmF0aW5nLTMyMzM0NDUz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1574369\",\"type\":\"review\"},{\"instructor_name\":\"Linn Posey\",\"review_date\":\"2020-12-29 04:40:12 +0000 UTC\",\"review_id\":\"c6f2ccb966158bc98c49b16f\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1574369\",\"source_review_id\":\"UmF0aW5nLTM0MjExMjM5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1574369\",\"type\":\"review\"},{\"instructor_name\":\"Linn Posey\",\"review_date\":\"2021-01-12 18:34:14 +0000 UTC\",\"review_id\":\"cd553aed68c93b80eab8d80a\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1574369\",\"source_review_id\":\"UmF0aW5nLTM0MjY3MjIw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1574369\",\"type\":\"review\"},{\"instructor_name\":\"Linn Posey\",\"review_date\":\"2021-12-13 14:20:21 +0000 UTC\",\"review_id\":\"58c1af91d2b6312897999dd4\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1574369\",\"source_review_id\":\"UmF0aW5nLTM1NDk0NTk4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1574369\",\"type\":\"review\"},{\"instructor_name\":\"Abby  Beneke\",\"review_date\":\"2024-06-21 18:26:25 +0000 UTC\",\"review_id\":\"a8c2483ac04855150f5107a0\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2980453\",\"source_review_id\":\"UmF0aW5nLTM5NTg2MzAx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2980453\",\"type\":\"review\"}],\"text\":\"Historical reviews of Abby  Beneke, Linn Posey: Reviewers appreciate the instructors' genuine concern for student success and mental health, but note that the heavy reading volume and discussion-based format require consistent preparation.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"EDPOL 200\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"7b054e45-fea7-3f97-a231-33c57a681b31\",\"source_record\":{\"entity_id\":\"7b054e45-fea7-3f97-a231-33c57a681b31\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"EDPOL 200\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"7b054e45-fea7-3f97-a231-33c57a681b31\",\"source_record\":{\"entity_id\":\"7b054e45-fea7-3f97-a231-33c57a681b31\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"}],\"text\":\"ABBY BENEKE is recorded teaching in Fall 2023, Spring 2024. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"EDPOL 200\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"7b054e45-fea7-3f97-a231-33c57a681b31\",\"source_record\":{\"entity_id\":\"7b054e45-fea7-3f97-a231-33c57a681b31\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"},{\"course_id\":\"EDPOL 200\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"7b054e45-fea7-3f97-a231-33c57a681b31\",\"source_record\":{\"entity_id\":\"7b054e45-fea7-3f97-a231-33c57a681b31\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1114\",\"type\":\"grade\"},{\"course_id\":\"EDPOL 200\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"7b054e45-fea7-3f97-a231-33c57a681b31\",\"source_record\":{\"entity_id\":\"7b054e45-fea7-3f97-a231-33c57a681b31\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1122\",\"type\":\"grade\"},{\"course_id\":\"EDPOL 200\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"7b054e45-fea7-3f97-a231-33c57a681b31\",\"source_record\":{\"entity_id\":\"7b054e45-fea7-3f97-a231-33c57a681b31\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1134\",\"type\":\"grade\"},{\"course_id\":\"EDPOL 200\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"7b054e45-fea7-3f97-a231-33c57a681b31\",\"source_record\":{\"entity_id\":\"7b054e45-fea7-3f97-a231-33c57a681b31\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1142\",\"type\":\"grade\"},{\"course_id\":\"EDPOL 200\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"7b054e45-fea7-3f97-a231-33c57a681b31\",\"source_record\":{\"entity_id\":\"7b054e45-fea7-3f97-a231-33c57a681b31\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"},{\"course_id\":\"EDPOL 200\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"7b054e45-fea7-3f97-a231-33c57a681b31\",\"source_record\":{\"entity_id\":\"7b054e45-fea7-3f97-a231-33c57a681b31\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"EDPOL 200\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"7b054e45-fea7-3f97-a231-33c57a681b31\",\"source_record\":{\"entity_id\":\"7b054e45-fea7-3f97-a231-33c57a681b31\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"EDPOL 200\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"7b054e45-fea7-3f97-a231-33c57a681b31\",\"source_record\":{\"entity_id\":\"7b054e45-fea7-3f97-a231-33c57a681b31\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"EDPOL 200\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"7b054e45-fea7-3f97-a231-33c57a681b31\",\"source_record\":{\"entity_id\":\"7b054e45-fea7-3f97-a231-33c57a681b31\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"EDPOL 200\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"7b054e45-fea7-3f97-a231-33c57a681b31\",\"source_record\":{\"entity_id\":\"7b054e45-fea7-3f97-a231-33c57a681b31\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"EDPOL 200\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"7b054e45-fea7-3f97-a231-33c57a681b31\",\"source_record\":{\"entity_id\":\"7b054e45-fea7-3f97-a231-33c57a681b31\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"}],\"text\":\"LINN POSEY is recorded teaching in Fall 2010, Spring 2011, Fall 2011, Spring 2013, Fall 2013, Fall 2014, Fall 2016, Fall 2018, Fall 2019, Fall 2020, Fall 2021, Fall 2022. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"EDPOL 200\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"7b054e45-fea7-3f97-a231-33c57a681b31\",\"source_record\":{\"entity_id\":\"7b054e45-fea7-3f97-a231-33c57a681b31\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"EDPOL 200\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"7b054e45-fea7-3f97-a231-33c57a681b31\",\"source_record\":{\"entity_id\":\"7b054e45-fea7-3f97-a231-33c57a681b31\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"}],\"text\":\"MORGAN MAYER-JOCHIMSEN is recorded teaching in Fall 2024, Spring 2025. Recorded history may be incomplete and does not establish a future schedule.\"}],\"term_id\":\"1272\",\"term_name\":\"2026 Fall\",\"version\":2}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_5d6473d23ec0987117ed2e3e","course_id":"EDPOL 200","catalog_version_id":"85280e8bc51b0f2d2ef32fda20a9e250700f988bbc388275b5d5d39a3f11cad7","record_version_id":"15d46ba2c907656d9264aafe750e59b2e497710a3b53fb51fbb4913b82531b26","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"264b6ba70666cb853e01a306d63b6a0702453b485288190298b59e23d410a753","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":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_5d6473d23ec0987117ed2e3e","course_id":"EDPOL 200","catalog_version_id":"85280e8bc51b0f2d2ef32fda20a9e250700f988bbc388275b5d5d39a3f11cad7","record_version_id":"15d46ba2c907656d9264aafe750e59b2e497710a3b53fb51fbb4913b82531b26","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"264b6ba70666cb853e01a306d63b6a0702453b485288190298b59e23d410a753","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"race ethnicity inequality education\",\"multicultural education K-12\",\"social frameworks education\",\"institutional structures schools\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"EDPOL 200\",\"field\":\"description\",\"quote\":\"Explores the complex relationships among race, ethnicity and inequality in U.S. public education through theoretical, historical, social, and cultural frameworks and perspectives.\"}],\"text\":\"Analyze race, ethnicity, and inequality in U.S. public education using theoretical, historical, social, and cultural frameworks.\"},{\"evidence\":[{\"course_id\":\"EDPOL 200\",\"field\":\"description\",\"quote\":\"Examine how race and ethnicity intersect with other identities (e.g. gender, social class, sexual orientation, etc.).\"}],\"text\":\"Examine intersections of race and ethnicity with other identities such as gender, social class, and sexual orientation.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"EDPOL 200\",\"field\":\"title\",\"quote\":\"RACE, ETHNICITY, AND INEQUALITY IN AMERICAN EDUCATION\"},{\"course_id\":\"EDPOL 200\",\"field\":\"description\",\"quote\":\"Explores the complex relationships among race, ethnicity and inequality in U.S. public education through theoretical, historical, social, and cultural frameworks and perspectives.\"}],\"text\":\"EDPOL 200 explores race, ethnicity, and inequality in U.S. public education through theoretical, historical, social, and cultural frameworks.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"EDPOL 200\",\"field\":\"description\",\"quote\":\"race, ethnicity and inequality in U.S. public education\"}],\"text\":\"Race, ethnicity, and inequality in U.S. public education.\"},{\"evidence\":[{\"course_id\":\"EDPOL 200\",\"field\":\"description\",\"quote\":\"schools serve are sites where racial/ethnic inequality is produced, reproduced, and resisted through institutional structures\"}],\"text\":\"Institutional structures and the production/reproduction of racial/ethnic inequality in schools.\"},{\"evidence\":[{\"course_id\":\"EDPOL 200\",\"field\":\"description\",\"quote\":\"everyday\\\" practices of teachers, students, parents, and community members\"}],\"text\":\"Everyday practices of teachers, students, parents, and community members in multicultural contexts.\"},{\"evidence\":[{\"course_id\":\"EDPOL 200\",\"field\":\"description\",\"quote\":\"race and ethnicity intersect with other identities (e.g. gender, social class, sexual orientation, etc.)\"}],\"text\":\"Intersection of race and ethnicity with gender, social class, and sexual orientation.\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_5d6473d23ec0987117ed2e3e","course_id":"EDPOL 200","catalog_version_id":"85280e8bc51b0f2d2ef32fda20a9e250700f988bbc388275b5d5d39a3f11cad7","record_version_id":"15d46ba2c907656d9264aafe750e59b2e497710a3b53fb51fbb4913b82531b26","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"264b6ba70666cb853e01a306d63b6a0702453b485288190298b59e23d410a753","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Pretty basic teacher. Assigns a lot of reading. Makes her TA do everything. Overall pretty nice but she called me a out a couple times.\",\"course_id\":\"EDPOL 200\",\"date\":\"2013-10-30 12:51:44 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"8f91806ec4bf01de538d09e3\",\"instructor_id\":\"rmp:1574369\",\"instructor_name\":\"Linn Posey\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTIyMjMzNDQz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1574369\"},{\"comment\":\"Dr. Posey-Maddox is a very sweet & kind professor who genuinely want you to succeed :) Wallace is an amazing TA too! Would highly recommend ED POL 200, just be prepared to do lots of reading and group discussion. It's intensive but insightful.\",\"course_id\":\"EDPOL 200\",\"date\":\"2019-10-30 03:06:28 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"5d548196cd68f17b222bcd4b\",\"instructor_id\":\"rmp:1574369\",\"instructor_name\":\"Linn Posey\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMyMzM0NDUz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1574369\"},{\"comment\":\"Definitely one of my favorite professors because it is clear she cares about her students and wants you to succeed. Definitely a lot of reading but on interesting topics so isn't too bad.\",\"course_id\":\"EDPOL 200\",\"date\":\"2020-12-14 04:12:59 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"1e223b418ea4bd96fe7bfaac\",\"instructor_id\":\"rmp:1574369\",\"instructor_name\":\"Linn Posey\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0MDYxNDgz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1574369\"},{\"comment\":\"Professor Posey-Maddox is INCREDIBLY kind. Genuinely cares about you as a person. She is always checking in and making sure you are doing good. There is a lot of readings for this class, but are necessary for discussions and the three big projects you complete throughout the semester. Best and most informative class I ever took.\",\"course_id\":\"EDPOL 200\",\"date\":\"2020-12-29 04:40:12 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"c6f2ccb966158bc98c49b16f\",\"instructor_id\":\"rmp:1574369\",\"instructor_name\":\"Linn Posey\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0MjExMjM5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1574369\"},{\"comment\":\"Overall, a great teacher who actually cares about your well-being. The course itself has a ton of readings so be prepare for that since all discussions in class are related to the readings she assigns you to do for that week. In total, there are three major papers that impacts your grade in the class and some short assignments on the way as well.\",\"course_id\":\"EDPOL 200\",\"date\":\"2021-01-12 18:34:14 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"cd553aed68c93b80eab8d80a\",\"instructor_id\":\"rmp:1574369\",\"instructor_name\":\"Linn Posey\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM0MjY3MjIw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1574369\"},{\"comment\":\"Posey-Maddox was one of the most understanding and caring professors that I have ever met. She made sure that I was prioritizing my mental health while also doing well in class. Very reading heavy (40+ pgs a week), gives good essay feedback, participation is one of the most important things. Also offers extra credit.\",\"course_id\":\"EDPOL 200\",\"date\":\"2021-12-13 14:20:21 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"58c1af91d2b6312897999dd4\",\"instructor_id\":\"rmp:1574369\",\"instructor_name\":\"Linn Posey\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM1NDk0NTk4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1574369\"},{\"comment\":\"I love Abby! She cares about her students and the topics she is teaching about. There is a lot of reading in the course but you just need to have a basic understanding of the readings before coming to class to be able to participate. Very few assignments and easy grading. Highly recommend \",\"course_id\":\"EDPOL 200\",\"date\":\"2024-06-21 18:26:25 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"a8c2483ac04855150f5107a0\",\"instructor_id\":\"rmp:2980453\",\"instructor_name\":\"Abby  Beneke\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM5NTg2MzAx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2980453\"}],\"evidence_count\":7,\"review_ids\":[\"8f91806ec4bf01de538d09e3\",\"5d548196cd68f17b222bcd4b\",\"1e223b418ea4bd96fe7bfaac\",\"c6f2ccb966158bc98c49b16f\",\"cd553aed68c93b80eab8d80a\",\"58c1af91d2b6312897999dd4\",\"a8c2483ac04855150f5107a0\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1574369\",\"name\":\"Linn Posey\"},{\"id\":\"rmp:2980453\",\"name\":\"Abby  Beneke\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2013\"},\"sentiment\":\"positive\",\"summary\":\"Instructors are described as caring, kind, and supportive, with clear expectations for participation and reading.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Pretty basic teacher. Assigns a lot of reading. Makes her TA do everything. Overall pretty nice but she called me a out a couple times.\",\"course_id\":\"EDPOL 200\",\"date\":\"2013-10-30 12:51:44 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"8f91806ec4bf01de538d09e3\",\"instructor_id\":\"rmp:1574369\",\"instructor_name\":\"Linn Posey\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTIyMjMzNDQz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1574369\"},{\"comment\":\"Dr. Posey-Maddox is a very sweet & kind professor who genuinely want you to succeed :) Wallace is an amazing TA too! Would highly recommend ED POL 200, just be prepared to do lots of reading and group discussion. It's intensive but insightful.\",\"course_id\":\"EDPOL 200\",\"date\":\"2019-10-30 03:06:28 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"5d548196cd68f17b222bcd4b\",\"instructor_id\":\"rmp:1574369\",\"instructor_name\":\"Linn Posey\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMyMzM0NDUz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1574369\"},{\"comment\":\"Definitely one of my favorite professors because it is clear she cares about her students and wants you to succeed. Definitely a lot of reading but on interesting topics so isn't too bad.\",\"course_id\":\"EDPOL 200\",\"date\":\"2020-12-14 04:12:59 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"1e223b418ea4bd96fe7bfaac\",\"instructor_id\":\"rmp:1574369\",\"instructor_name\":\"Linn Posey\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0MDYxNDgz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1574369\"},{\"comment\":\"Professor Posey-Maddox is INCREDIBLY kind. Genuinely cares about you as a person. She is always checking in and making sure you are doing good. There is a lot of readings for this class, but are necessary for discussions and the three big projects you complete throughout the semester. Best and most informative class I ever took.\",\"course_id\":\"EDPOL 200\",\"date\":\"2020-12-29 04:40:12 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"c6f2ccb966158bc98c49b16f\",\"instructor_id\":\"rmp:1574369\",\"instructor_name\":\"Linn Posey\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0MjExMjM5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1574369\"},{\"comment\":\"Overall, a great teacher who actually cares about your well-being. The course itself has a ton of readings so be prepare for that since all discussions in class are related to the readings she assigns you to do for that week. In total, there are three major papers that impacts your grade in the class and some short assignments on the way as well.\",\"course_id\":\"EDPOL 200\",\"date\":\"2021-01-12 18:34:14 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"cd553aed68c93b80eab8d80a\",\"instructor_id\":\"rmp:1574369\",\"instructor_name\":\"Linn Posey\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM0MjY3MjIw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1574369\"},{\"comment\":\"Posey-Maddox was one of the most understanding and caring professors that I have ever met. She made sure that I was prioritizing my mental health while also doing well in class. Very reading heavy (40+ pgs a week), gives good essay feedback, participation is one of the most important things. Also offers extra credit.\",\"course_id\":\"EDPOL 200\",\"date\":\"2021-12-13 14:20:21 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"58c1af91d2b6312897999dd4\",\"instructor_id\":\"rmp:1574369\",\"instructor_name\":\"Linn Posey\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM1NDk0NTk4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1574369\"}],\"evidence_count\":6,\"review_ids\":[\"8f91806ec4bf01de538d09e3\",\"5d548196cd68f17b222bcd4b\",\"1e223b418ea4bd96fe7bfaac\",\"c6f2ccb966158bc98c49b16f\",\"cd553aed68c93b80eab8d80a\",\"58c1af91d2b6312897999dd4\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1574369\",\"name\":\"Linn Posey\"}],\"review_year_end\":\"2021\",\"review_year_start\":\"2013\"},\"sentiment\":\"mixed\",\"summary\":\"The course is reading-heavy, requiring students to prepare for discussions, but the volume is manageable for many.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"Professor Posey-Maddox is INCREDIBLY kind. Genuinely cares about you as a person. She is always checking in and making sure you are doing good. There is a lot of readings for this class, but are necessary for discussions and the three big projects you complete throughout the semester. Best and most informative class I ever took.\",\"course_id\":\"EDPOL 200\",\"date\":\"2020-12-29 04:40:12 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"c6f2ccb966158bc98c49b16f\",\"instructor_id\":\"rmp:1574369\",\"instructor_name\":\"Linn Posey\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0MjExMjM5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1574369\"},{\"comment\":\"Overall, a great teacher who actually cares about your well-being. The course itself has a ton of readings so be prepare for that since all discussions in class are related to the readings she assigns you to do for that week. In total, there are three major papers that impacts your grade in the class and some short assignments on the way as well.\",\"course_id\":\"EDPOL 200\",\"date\":\"2021-01-12 18:34:14 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"cd553aed68c93b80eab8d80a\",\"instructor_id\":\"rmp:1574369\",\"instructor_name\":\"Linn Posey\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM0MjY3MjIw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1574369\"},{\"comment\":\"Posey-Maddox was one of the most understanding and caring professors that I have ever met. She made sure that I was prioritizing my mental health while also doing well in class. Very reading heavy (40+ pgs a week), gives good essay feedback, participation is one of the most important things. Also offers extra credit.\",\"course_id\":\"EDPOL 200\",\"date\":\"2021-12-13 14:20:21 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"58c1af91d2b6312897999dd4\",\"instructor_id\":\"rmp:1574369\",\"instructor_name\":\"Linn Posey\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM1NDk0NTk4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1574369\"},{\"comment\":\"I love Abby! She cares about her students and the topics she is teaching about. There is a lot of reading in the course but you just need to have a basic understanding of the readings before coming to class to be able to participate. Very few assignments and easy grading. Highly recommend \",\"course_id\":\"EDPOL 200\",\"date\":\"2024-06-21 18:26:25 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"a8c2483ac04855150f5107a0\",\"instructor_id\":\"rmp:2980453\",\"instructor_name\":\"Abby  Beneke\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM5NTg2MzAx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2980453\"}],\"evidence_count\":4,\"review_ids\":[\"c6f2ccb966158bc98c49b16f\",\"cd553aed68c93b80eab8d80a\",\"58c1af91d2b6312897999dd4\",\"a8c2483ac04855150f5107a0\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1574369\",\"name\":\"Linn Posey\"},{\"id\":\"rmp:2980453\",\"name\":\"Abby  Beneke\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2020\"},\"sentiment\":\"positive\",\"summary\":\"Assessments include major papers and short assignments, with some instructors offering extra credit and good feedback.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"Dr. Posey-Maddox is a very sweet & kind professor who genuinely want you to succeed :) Wallace is an amazing TA too! Would highly recommend ED POL 200, just be prepared to do lots of reading and group discussion. It's intensive but insightful.\",\"course_id\":\"EDPOL 200\",\"date\":\"2019-10-30 03:06:28 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"5d548196cd68f17b222bcd4b\",\"instructor_id\":\"rmp:1574369\",\"instructor_name\":\"Linn Posey\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMyMzM0NDUz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1574369\"},{\"comment\":\"Definitely one of my favorite professors because it is clear she cares about her students and wants you to succeed. Definitely a lot of reading but on interesting topics so isn't too bad.\",\"course_id\":\"EDPOL 200\",\"date\":\"2020-12-14 04:12:59 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"1e223b418ea4bd96fe7bfaac\",\"instructor_id\":\"rmp:1574369\",\"instructor_name\":\"Linn Posey\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0MDYxNDgz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1574369\"},{\"comment\":\"Professor Posey-Maddox is INCREDIBLY kind. Genuinely cares about you as a person. She is always checking in and making sure you are doing good. There is a lot of readings for this class, but are necessary for discussions and the three big projects you complete throughout the semester. Best and most informative class I ever took.\",\"course_id\":\"EDPOL 200\",\"date\":\"2020-12-29 04:40:12 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"c6f2ccb966158bc98c49b16f\",\"instructor_id\":\"rmp:1574369\",\"instructor_name\":\"Linn Posey\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0MjExMjM5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1574369\"},{\"comment\":\"Overall, a great teacher who actually cares about your well-being. The course itself has a ton of readings so be prepare for that since all discussions in class are related to the readings she assigns you to do for that week. In total, there are three major papers that impacts your grade in the class and some short assignments on the way as well.\",\"course_id\":\"EDPOL 200\",\"date\":\"2021-01-12 18:34:14 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"cd553aed68c93b80eab8d80a\",\"instructor_id\":\"rmp:1574369\",\"instructor_name\":\"Linn Posey\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM0MjY3MjIw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1574369\"},{\"comment\":\"Posey-Maddox was one of the most understanding and caring professors that I have ever met. She made sure that I was prioritizing my mental health while also doing well in class. Very reading heavy (40+ pgs a week), gives good essay feedback, participation is one of the most important things. Also offers extra credit.\",\"course_id\":\"EDPOL 200\",\"date\":\"2021-12-13 14:20:21 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"58c1af91d2b6312897999dd4\",\"instructor_id\":\"rmp:1574369\",\"instructor_name\":\"Linn Posey\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM1NDk0NTk4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1574369\"},{\"comment\":\"I love Abby! She cares about her students and the topics she is teaching about. There is a lot of reading in the course but you just need to have a basic understanding of the readings before coming to class to be able to participate. Very few assignments and easy grading. Highly recommend \",\"course_id\":\"EDPOL 200\",\"date\":\"2024-06-21 18:26:25 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"a8c2483ac04855150f5107a0\",\"instructor_id\":\"rmp:2980453\",\"instructor_name\":\"Abby  Beneke\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM5NTg2MzAx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2980453\"}],\"evidence_count\":6,\"review_ids\":[\"5d548196cd68f17b222bcd4b\",\"1e223b418ea4bd96fe7bfaac\",\"c6f2ccb966158bc98c49b16f\",\"cd553aed68c93b80eab8d80a\",\"58c1af91d2b6312897999dd4\",\"a8c2483ac04855150f5107a0\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1574369\",\"name\":\"Linn Posey\"},{\"id\":\"rmp:2980453\",\"name\":\"Abby  Beneke\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2019\"},\"sentiment\":\"positive\",\"summary\":\"Students generally have a positive experience, citing the supportive nature of the instructors and the value of the course content.\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_5d6473d23ec0987117ed2e3e","course_id":"EDPOL 200","catalog_version_id":"85280e8bc51b0f2d2ef32fda20a9e250700f988bbc388275b5d5d39a3f11cad7","record_version_id":"15d46ba2c907656d9264aafe750e59b2e497710a3b53fb51fbb4913b82531b26","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"264b6ba70666cb853e01a306d63b6a0702453b485288190298b59e23d410a753","section":"student_summary","status":"invalid","value_json":"{\"context_hash\":\"32187edca94352eff8a9c9a7ba5e88a1a1c7ca4d66f3de22b82ce9ddb9e327f8\",\"course_id\":\"EDPOL 200\",\"current_instructors\":[{\"instructor_uid\":\"instructor_bc339d85a1a2b4a242a8c0ce\",\"message\":\"No course-specific reviews available\",\"name\":\"Morgan Mayer-Jochimsen\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[{\"citations\":[{\"course_id\":\"EDPOL 200\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"7b054e45-fea7-3f97-a231-33c57a681b31\",\"source_record\":{\"entity_id\":\"7b054e45-fea7-3f97-a231-33c57a681b31\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"EDPOL 200\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"7b054e45-fea7-3f97-a231-33c57a681b31\",\"source_record\":{\"entity_id\":\"7b054e45-fea7-3f97-a231-33c57a681b31\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2024: 4.00 GPA, 100.0% A/AB (n=29 letter grades); Spring 2025: 3.95 GPA, 100.0% A/AB (n=30 letter grades).\"}]}],\"difficulty_workload\":[],\"errors\":[{\"error\":\"UnexpectedModelBehavior: Exceeded maximum output retries (2)\",\"instructor_uid\":null,\"mode\":\"overview\"}],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Abby  Beneke\",\"review_date\":\"2024-06-21 18:26:25 +0000 UTC\",\"review_id\":\"a8c2483ac04855150f5107a0\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2980453\",\"source_review_id\":\"UmF0aW5nLTM5NTg2MzAx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2980453\",\"type\":\"review\"}],\"text\":\"Historical reviews of Abby  Beneke: Abby Beneke is reported to care about students and topics, requiring basic reading preparation for participation. Reviewers note very few assignments and easy grading, though the course still involves significant reading volume.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"course_id\":\"EDPOL 200\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"7b054e45-fea7-3f97-a231-33c57a681b31\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"EDPOL 200\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"7b054e45-fea7-3f97-a231-33c57a681b31\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"EDPOL 200\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"7b054e45-fea7-3f97-a231-33c57a681b31\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.72 GPA, 85.4% A/AB (n=89 letter grades); Fall 2025: 3.97 GPA, 98.3% A/AB (n=59 letter grades); Spring 2026: 3.86 GPA, 96.6% A/AB (n=29 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"EDPOL 200\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"7b054e45-fea7-3f97-a231-33c57a681b31\",\"source_record\":{\"entity_id\":\"7b054e45-fea7-3f97-a231-33c57a681b31\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"EDPOL 200\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"7b054e45-fea7-3f97-a231-33c57a681b31\",\"source_record\":{\"entity_id\":\"7b054e45-fea7-3f97-a231-33c57a681b31\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"}],\"text\":\"ABBY BENEKE is recorded teaching in Fall 2023, Spring 2024. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"EDPOL 200\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"7b054e45-fea7-3f97-a231-33c57a681b31\",\"source_record\":{\"entity_id\":\"7b054e45-fea7-3f97-a231-33c57a681b31\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"},{\"course_id\":\"EDPOL 200\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"7b054e45-fea7-3f97-a231-33c57a681b31\",\"source_record\":{\"entity_id\":\"7b054e45-fea7-3f97-a231-33c57a681b31\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1114\",\"type\":\"grade\"},{\"course_id\":\"EDPOL 200\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"7b054e45-fea7-3f97-a231-33c57a681b31\",\"source_record\":{\"entity_id\":\"7b054e45-fea7-3f97-a231-33c57a681b31\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1122\",\"type\":\"grade\"},{\"course_id\":\"EDPOL 200\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"7b054e45-fea7-3f97-a231-33c57a681b31\",\"source_record\":{\"entity_id\":\"7b054e45-fea7-3f97-a231-33c57a681b31\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1134\",\"type\":\"grade\"},{\"course_id\":\"EDPOL 200\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"7b054e45-fea7-3f97-a231-33c57a681b31\",\"source_record\":{\"entity_id\":\"7b054e45-fea7-3f97-a231-33c57a681b31\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1142\",\"type\":\"grade\"},{\"course_id\":\"EDPOL 200\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"7b054e45-fea7-3f97-a231-33c57a681b31\",\"source_record\":{\"entity_id\":\"7b054e45-fea7-3f97-a231-33c57a681b31\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"},{\"course_id\":\"EDPOL 200\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"7b054e45-fea7-3f97-a231-33c57a681b31\",\"source_record\":{\"entity_id\":\"7b054e45-fea7-3f97-a231-33c57a681b31\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"EDPOL 200\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"7b054e45-fea7-3f97-a231-33c57a681b31\",\"source_record\":{\"entity_id\":\"7b054e45-fea7-3f97-a231-33c57a681b31\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"EDPOL 200\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"7b054e45-fea7-3f97-a231-33c57a681b31\",\"source_record\":{\"entity_id\":\"7b054e45-fea7-3f97-a231-33c57a681b31\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"EDPOL 200\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"7b054e45-fea7-3f97-a231-33c57a681b31\",\"source_record\":{\"entity_id\":\"7b054e45-fea7-3f97-a231-33c57a681b31\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"EDPOL 200\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"7b054e45-fea7-3f97-a231-33c57a681b31\",\"source_record\":{\"entity_id\":\"7b054e45-fea7-3f97-a231-33c57a681b31\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"EDPOL 200\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"7b054e45-fea7-3f97-a231-33c57a681b31\",\"source_record\":{\"entity_id\":\"7b054e45-fea7-3f97-a231-33c57a681b31\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"}],\"text\":\"LINN POSEY is recorded teaching in Fall 2010, Spring 2011, Fall 2011, Spring 2013, Fall 2013, Fall 2014, Fall 2016, Fall 2018, Fall 2019, Fall 2020, Fall 2021, Fall 2022. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"EDPOL 200\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"7b054e45-fea7-3f97-a231-33c57a681b31\",\"source_record\":{\"entity_id\":\"7b054e45-fea7-3f97-a231-33c57a681b31\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"EDPOL 200\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"7b054e45-fea7-3f97-a231-33c57a681b31\",\"source_record\":{\"entity_id\":\"7b054e45-fea7-3f97-a231-33c57a681b31\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"}],\"text\":\"MORGAN MAYER-JOCHIMSEN is recorded teaching in Fall 2024, Spring 2025. 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\": \"overview\", \"instructor_uid\": null, \"error\": \"UnexpectedModelBehavior: Exceeded maximum output retries (2)\"}]","model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false}]