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The class is pretty repetitive and term heavy, but I ended up finding the stuff at the end of the year pretty interesting. He's also a fair grader and very willing to explain things if you don't understand them. He also likes getting feedback to improve. I'd take the class again. \",\"course_id\":\"POLISCI 304\",\"date\":\"2025-12-21 04:20:23 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"88c8554fb7cc83fd0c489b74\",\"instructor_id\":\"rmp:3125876\",\"instructor_name\":\"Marty Davidson\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQyMzY1MjY0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3125876\"},{\"comment\":\"Professor Davidson's class is insightful and eye-opening, although it could be hard to digest if you're not familiar with some of the concepts. The exams can be a bit confusing, but he accommodated for questions that seemed to cause common confusion. 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While some students found the class repetitive, term-heavy, and lacking clear grading rubrics or direct answers, others found it insightful and interesting. Exams were noted to be confusing, though Davidson accommodated common questions.\"},{\"citations\":[{\"course_id\":\"POLISCI 304\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"a3faf395-2ccf-3795-a742-71fc1863c81d\",\"source_record\":{\"entity_id\":\"a3faf395-2ccf-3795-a742-71fc1863c81d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"POLISCI 304\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"a3faf395-2ccf-3795-a742-71fc1863c81d\",\"source_record\":{\"entity_id\":\"a3faf395-2ccf-3795-a742-71fc1863c81d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"POLISCI 304\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"a3faf395-2ccf-3795-a742-71fc1863c81d\",\"source_record\":{\"entity_id\":\"a3faf395-2ccf-3795-a742-71fc1863c81d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2024: 3.71 GPA, 88.0% A/AB (n=50 letter grades); Fall 2025: 3.52 GPA, 80.0% A/AB (n=45 letter grades); Spring 2026: 3.73 GPA, 89.8% A/AB (n=49 letter grades).\"}]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Marty Davidson\",\"review_date\":\"2025-12-21 04:20:23 +0000 UTC\",\"review_id\":\"88c8554fb7cc83fd0c489b74\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:3125876\",\"source_review_id\":\"UmF0aW5nLTQyMzY1MjY0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3125876\",\"type\":\"review\"}],\"evidence_scope\":\"past_student_reviews\",\"text\":\"The class was term-heavy and repetitive, though students noted that the material became more interesting toward the end of the year.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Benjamin Marquez\",\"review_date\":\"2020-12-11 22:34:10 +0000 UTC\",\"review_id\":\"170a9aeb8a9b5ae01c74eda0\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:355403\",\"source_review_id\":\"UmF0aW5nLTM0MDM3ODQy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/355403\",\"type\":\"review\"}],\"evidence_scope\":\"past_student_reviews\",\"text\":\"Benjamin Marquez, who previously taught the course, was described as caring and respectful during the 2020 pandemic. 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Problems of racial minorities in the American political and economic system.\"},{\"course_id\":\"POLISCI 304\",\"field\":\"title\",\"quote\":\"THE POLITICAL ECONOMY OF RACE IN THE UNITED STATES\"}],\"text\":\"Examines race within American economic development and the challenges faced by racial minorities in the political and economic systems.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"POLISCI 304\",\"field\":\"description\",\"quote\":\"Race in relation to American economic development.\"},{\"course_id\":\"POLISCI 304\",\"field\":\"description\",\"quote\":\"Problems of racial minorities in the American political and economic system.\"}],\"text\":\"Race and economic development\"},{\"evidence\":[{\"course_id\":\"POLISCI 304\",\"field\":\"description\",\"quote\":\"Problems of racial minorities in the American political and economic system.\"}],\"text\":\"Racial minorities in political systems\"}]}","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_ce2ecf7c5d366ebd00c93f21","course_id":"POLISCI 304","catalog_version_id":"1c447c05f49970a75510d0592cb6b2f4410ac04a6f75a73a65d69370952c19c2","record_version_id":"d88a14df36a404366a5656ad80b5a07c699d98d055349881760bd423b98143d0","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"6d54b886057b42582d456f189625a4a6414a44153f3b13c353d2652629782291","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"This professor has taken some heat I see, I took his class during the 2020 fall semester, during the height of the Covid pandemic, he was by far the most caring and respectful profs during this hard time. His class is hard and he will make you write numerous long papers and read a couple books, but he has a heart of gold. Not many like him.\",\"course_id\":\"POLISCI 304\",\"date\":\"2020-12-11 22:34:10 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"170a9aeb8a9b5ae01c74eda0\",\"instructor_id\":\"rmp:355403\",\"instructor_name\":\"Benjamin Marquez\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0MDM3ODQy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/355403\"},{\"comment\":\"Professor was great, but the rubric for the class wasn't that laid out for the fall 2025 semester. Could have been more prepared for class sometimes, but he knew his stuff and made the class interesting through discussion. \",\"course_id\":\"POLISCI 304\",\"date\":\"2026-04-09 03:16:16 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"dedcbddd1c6e2e84301f0f9a\",\"instructor_id\":\"rmp:3125876\",\"instructor_name\":\"Marty Davidson\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTQyODAzNDc0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3125876\"},{\"comment\":\"My least favorite class on campus. The readings were old and outdated, and Marty structured the class so that students had to present the material almost every day and he just stood and kind of facilitated discussion. His essay questions were confusing and lectures were just us discussing with no real information on what was right or wrong.\",\"course_id\":\"POLISCI 304\",\"date\":\"2026-05-05 19:05:50 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"4e5cf64dac16ac476b463117\",\"instructor_id\":\"rmp:3125876\",\"instructor_name\":\"Marty Davidson\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTQzMDM0Mzk3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3125876\"}],\"evidence_count\":3,\"review_ids\":[\"170a9aeb8a9b5ae01c74eda0\",\"dedcbddd1c6e2e84301f0f9a\",\"4e5cf64dac16ac476b463117\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:3125876\",\"name\":\"Marty Davidson\"},{\"id\":\"rmp:355403\",\"name\":\"Benjamin Marquez\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2020\"},\"sentiment\":\"mixed\",\"summary\":\"Instructors are generally caring and willing to explain concepts, but some students found the rubric unclear and lectures lacking in structure or clear information.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"Super nice and chill professor. The class is pretty repetitive and term heavy, but I ended up finding the stuff at the end of the year pretty interesting. He's also a fair grader and very willing to explain things if you don't understand them. He also likes getting feedback to improve. I'd take the class again. \",\"course_id\":\"POLISCI 304\",\"date\":\"2025-12-21 04:20:23 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"88c8554fb7cc83fd0c489b74\",\"instructor_id\":\"rmp:3125876\",\"instructor_name\":\"Marty Davidson\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQyMzY1MjY0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3125876\"},{\"comment\":\"Professor Davidson's class is insightful and eye-opening, although it could be hard to digest if you're not familiar with some of the concepts. The exams can be a bit confusing, but he accommodated for questions that seemed to cause common confusion. I found the lectures very interesting and found that I got a lot out of the class.\",\"course_id\":\"POLISCI 304\",\"date\":\"2026-01-24 19:47:19 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"9a40e25a5b6f04fbbbe4974a\",\"instructor_id\":\"rmp:3125876\",\"instructor_name\":\"Marty Davidson\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTQyNTQ1MTc5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3125876\"},{\"comment\":\"My least favorite class on campus. The readings were old and outdated, and Marty structured the class so that students had to present the material almost every day and he just stood and kind of facilitated discussion. His essay questions were confusing and lectures were just us discussing with no real information on what was right or wrong.\",\"course_id\":\"POLISCI 304\",\"date\":\"2026-05-05 19:05:50 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"4e5cf64dac16ac476b463117\",\"instructor_id\":\"rmp:3125876\",\"instructor_name\":\"Marty Davidson\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTQzMDM0Mzk3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3125876\"}],\"evidence_count\":3,\"review_ids\":[\"88c8554fb7cc83fd0c489b74\",\"9a40e25a5b6f04fbbbe4974a\",\"4e5cf64dac16ac476b463117\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:3125876\",\"name\":\"Marty Davidson\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2025\"},\"sentiment\":\"mixed\",\"summary\":\"Assessment methods vary; some students appreciated fair grading and accommodations for confusing questions, while others found essay questions and presentations confusing or poorly structured.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"This professor has taken some heat I see, I took his class during the 2020 fall semester, during the height of the Covid pandemic, he was by far the most caring and respectful profs during this hard time. His class is hard and he will make you write numerous long papers and read a couple books, but he has a heart of gold. Not many like him.\",\"course_id\":\"POLISCI 304\",\"date\":\"2020-12-11 22:34:10 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"170a9aeb8a9b5ae01c74eda0\",\"instructor_id\":\"rmp:355403\",\"instructor_name\":\"Benjamin Marquez\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0MDM3ODQy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/355403\"},{\"comment\":\"Super nice and chill professor. The class is pretty repetitive and term heavy, but I ended up finding the stuff at the end of the year pretty interesting. He's also a fair grader and very willing to explain things if you don't understand them. He also likes getting feedback to improve. I'd take the class again. \",\"course_id\":\"POLISCI 304\",\"date\":\"2025-12-21 04:20:23 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"88c8554fb7cc83fd0c489b74\",\"instructor_id\":\"rmp:3125876\",\"instructor_name\":\"Marty Davidson\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQyMzY1MjY0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3125876\"}],\"evidence_count\":2,\"review_ids\":[\"170a9aeb8a9b5ae01c74eda0\",\"88c8554fb7cc83fd0c489b74\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:3125876\",\"name\":\"Marty Davidson\"},{\"id\":\"rmp:355403\",\"name\":\"Benjamin Marquez\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2020\"},\"sentiment\":\"mixed\",\"summary\":\"Workload is described as hard with numerous long papers and books, though some found the class repetitive and less demanding than others.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"This professor has taken some heat I see, I took his class during the 2020 fall semester, during the height of the Covid pandemic, he was by far the most caring and respectful profs during this hard time. His class is hard and he will make you write numerous long papers and read a couple books, but he has a heart of gold. Not many like him.\",\"course_id\":\"POLISCI 304\",\"date\":\"2020-12-11 22:34:10 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"170a9aeb8a9b5ae01c74eda0\",\"instructor_id\":\"rmp:355403\",\"instructor_name\":\"Benjamin Marquez\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0MDM3ODQy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/355403\"},{\"comment\":\"Super nice and chill professor. The class is pretty repetitive and term heavy, but I ended up finding the stuff at the end of the year pretty interesting. He's also a fair grader and very willing to explain things if you don't understand them. He also likes getting feedback to improve. I'd take the class again. \",\"course_id\":\"POLISCI 304\",\"date\":\"2025-12-21 04:20:23 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"88c8554fb7cc83fd0c489b74\",\"instructor_id\":\"rmp:3125876\",\"instructor_name\":\"Marty Davidson\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQyMzY1MjY0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3125876\"},{\"comment\":\"My least favorite class on campus. The readings were old and outdated, and Marty structured the class so that students had to present the material almost every day and he just stood and kind of facilitated discussion. 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Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"POLISCI 304\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"a3faf395-2ccf-3795-a742-71fc1863c81d\",\"source_record\":{\"entity_id\":\"a3faf395-2ccf-3795-a742-71fc1863c81d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"POLISCI 304\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"a3faf395-2ccf-3795-a742-71fc1863c81d\",\"source_record\":{\"entity_id\":\"a3faf395-2ccf-3795-a742-71fc1863c81d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"POLISCI 304\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"a3faf395-2ccf-3795-a742-71fc1863c81d\",\"source_record\":{\"entity_id\":\"a3faf395-2ccf-3795-a742-71fc1863c81d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"MARTY DAVIDSON is recorded teaching in Fall 2024, Fall 2025, 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":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_ce2ecf7c5d366ebd00c93f21","course_id":"POLISCI 304","catalog_version_id":"1c447c05f49970a75510d0592cb6b2f4410ac04a6f75a73a65d69370952c19c2","record_version_id":"d88a14df36a404366a5656ad80b5a07c699d98d055349881760bd423b98143d0","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"e78fd7f7fb2f80221415c2e8824363002fa12137ef3794544f49788a9e1a9617","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\",\"n3\",\"n4\",\"n5\"],\"condition\":null,\"course\":null,\"evidence\":\"POLI SCI 104, POLI SCI 184,LEGAL ST/POLI SCI 217,CHICLA 201, orAFROAMER 151\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":104,\"minimum_grade\":null,\"subjects\":[\"POLISCI\"],\"timing\":\"prior\"},\"evidence\":\"POLI SCI 104\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"POLI SCI 184\",\"course\":null,\"evidence\":\"POLI SCI 184\",\"id\":\"n2\",\"kind\":\"condition\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":217,\"minimum_grade\":null,\"subjects\":[\"LEGALST\",\"POLISCI\"],\"timing\":\"prior\"},\"evidence\":\"LEGAL ST/POLI SCI 217\",\"id\":\"n3\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":201,\"minimum_grade\":null,\"subjects\":[\"CHICLA\"],\"timing\":\"prior\"},\"evidence\":\"CHICLA 201\",\"id\":\"n4\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":151,\"minimum_grade\":null,\"subjects\":[\"AFROAMER\"],\"timing\":\"prior\"},\"evidence\":\"AFROAMER 151\",\"id\":\"n5\",\"kind\":\"course\"}],\"notes\":[\"POLI SCI 184 is mentioned in requirements but not found in linked_courses or lookup results; treated as a verbatim condition requiring review.\"],\"root\":\"n0\",\"status\":\"needs_review\"}","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_ce2ecf7c5d366ebd00c93f21","course_id":"POLISCI 304","catalog_version_id":"1c447c05f49970a75510d0592cb6b2f4410ac04a6f75a73a65d69370952c19c2","record_version_id":"d88a14df36a404366a5656ad80b5a07c699d98d055349881760bd423b98143d0","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"e78fd7f7fb2f80221415c2e8824363002fa12137ef3794544f49788a9e1a9617","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"POLISCI 104\",\"field\":\"description\",\"quote\":\"Basic institutions and processes of American government. 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His class is hard and he will make you write numerous long papers and read a couple books, but he has a heart of gold. Not many like him.\",\"course_id\":\"POLISCI 304\",\"date\":\"2020-12-11 22:34:10 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"170a9aeb8a9b5ae01c74eda0\",\"instructor_id\":\"rmp:355403\",\"instructor_name\":\"Benjamin Marquez\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0MDM3ODQy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/355403\"},{\"comment\":\"Professor was great, but the rubric for the class wasn't that laid out for the fall 2025 semester. 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The class is pretty repetitive and term heavy, but I ended up finding the stuff at the end of the year pretty interesting. He's also a fair grader and very willing to explain things if you don't understand them. He also likes getting feedback to improve. I'd take the class again. \",\"course_id\":\"POLISCI 304\",\"date\":\"2025-12-21 04:20:23 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"88c8554fb7cc83fd0c489b74\",\"instructor_id\":\"rmp:3125876\",\"instructor_name\":\"Marty Davidson\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQyMzY1MjY0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3125876\"},{\"comment\":\"Professor Davidson's class is insightful and eye-opening, although it could be hard to digest if you're not familiar with some of the concepts. The exams can be a bit confusing, but he accommodated for questions that seemed to cause common confusion. I found the lectures very interesting and found that I got a lot out of the class.\",\"course_id\":\"POLISCI 304\",\"date\":\"2026-01-24 19:47:19 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"9a40e25a5b6f04fbbbe4974a\",\"instructor_id\":\"rmp:3125876\",\"instructor_name\":\"Marty Davidson\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTQyNTQ1MTc5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3125876\"},{\"comment\":\"My least favorite class on campus. The readings were old and outdated, and Marty structured the class so that students had to present the material almost every day and he just stood and kind of facilitated discussion. His essay questions were confusing and lectures were just us discussing with no real information on what was right or wrong.\",\"course_id\":\"POLISCI 304\",\"date\":\"2026-05-05 19:05:50 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"4e5cf64dac16ac476b463117\",\"instructor_id\":\"rmp:3125876\",\"instructor_name\":\"Marty Davidson\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTQzMDM0Mzk3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3125876\"}],\"evidence_count\":3,\"review_ids\":[\"88c8554fb7cc83fd0c489b74\",\"9a40e25a5b6f04fbbbe4974a\",\"4e5cf64dac16ac476b463117\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:3125876\",\"name\":\"Marty Davidson\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2025\"},\"sentiment\":\"mixed\",\"summary\":\"Assessment methods vary; some students appreciated fair grading and accommodations for confusing questions, while others found essay questions and presentations confusing or poorly structured.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"This professor has taken some heat I see, I took his class during the 2020 fall semester, during the height of the Covid pandemic, he was by far the most caring and respectful profs during this hard time. His class is hard and he will make you write numerous long papers and read a couple books, but he has a heart of gold. Not many like him.\",\"course_id\":\"POLISCI 304\",\"date\":\"2020-12-11 22:34:10 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"170a9aeb8a9b5ae01c74eda0\",\"instructor_id\":\"rmp:355403\",\"instructor_name\":\"Benjamin Marquez\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0MDM3ODQy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/355403\"},{\"comment\":\"Super nice and chill professor. The class is pretty repetitive and term heavy, but I ended up finding the stuff at the end of the year pretty interesting. He's also a fair grader and very willing to explain things if you don't understand them. He also likes getting feedback to improve. 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His class is hard and he will make you write numerous long papers and read a couple books, but he has a heart of gold. Not many like him.\",\"course_id\":\"POLISCI 304\",\"date\":\"2020-12-11 22:34:10 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"170a9aeb8a9b5ae01c74eda0\",\"instructor_id\":\"rmp:355403\",\"instructor_name\":\"Benjamin Marquez\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0MDM3ODQy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/355403\"},{\"comment\":\"Super nice and chill professor. The class is pretty repetitive and term heavy, but I ended up finding the stuff at the end of the year pretty interesting. He's also a fair grader and very willing to explain things if you don't understand them. He also likes getting feedback to improve. I'd take the class again. \",\"course_id\":\"POLISCI 304\",\"date\":\"2025-12-21 04:20:23 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"88c8554fb7cc83fd0c489b74\",\"instructor_id\":\"rmp:3125876\",\"instructor_name\":\"Marty Davidson\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQyMzY1MjY0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3125876\"},{\"comment\":\"My least favorite class on campus. The readings were old and outdated, and Marty structured the class so that students had to present the material almost every day and he just stood and kind of facilitated discussion. His essay questions were confusing and lectures were just us discussing with no real information on what was right or wrong.\",\"course_id\":\"POLISCI 304\",\"date\":\"2026-05-05 19:05:50 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"4e5cf64dac16ac476b463117\",\"instructor_id\":\"rmp:3125876\",\"instructor_name\":\"Marty Davidson\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTQzMDM0Mzk3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3125876\"}],\"evidence_count\":3,\"review_ids\":[\"170a9aeb8a9b5ae01c74eda0\",\"88c8554fb7cc83fd0c489b74\",\"4e5cf64dac16ac476b463117\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:3125876\",\"name\":\"Marty Davidson\"},{\"id\":\"rmp:355403\",\"name\":\"Benjamin Marquez\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2020\"},\"sentiment\":\"mixed\",\"summary\":\"Students have polarized experiences; some found the professor caring and the content interesting, while others found the class outdated, disorganized, and their least favorite.\"}]}","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_ce2ecf7c5d366ebd00c93f21","course_id":"POLISCI 304","catalog_version_id":"1c447c05f49970a75510d0592cb6b2f4410ac04a6f75a73a65d69370952c19c2","record_version_id":"d88a14df36a404366a5656ad80b5a07c699d98d055349881760bd423b98143d0","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"e78fd7f7fb2f80221415c2e8824363002fa12137ef3794544f49788a9e1a9617","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"06797b6c01b8a958a7d71f32c5ee228c1532bab54fbbc0f42b8ebe7f51b150ac\",\"course_id\":\"POLISCI 304\",\"current_instructors\":[],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Benjamin Marquez\",\"review_date\":\"2020-12-11 22:34:10 +0000 UTC\",\"review_id\":\"170a9aeb8a9b5ae01c74eda0\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:355403\",\"source_review_id\":\"UmF0aW5nLTM0MDM3ODQy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/355403\",\"type\":\"review\"},{\"instructor_name\":\"Marty Davidson\",\"review_date\":\"2025-12-21 04:20:23 +0000 UTC\",\"review_id\":\"88c8554fb7cc83fd0c489b74\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3125876\",\"source_review_id\":\"UmF0aW5nLTQyMzY1MjY0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3125876\",\"type\":\"review\"},{\"instructor_name\":\"Marty Davidson\",\"review_date\":\"2026-05-05 19:05:50 +0000 UTC\",\"review_id\":\"4e5cf64dac16ac476b463117\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3125876\",\"source_review_id\":\"UmF0aW5nLTQzMDM0Mzk3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3125876\",\"type\":\"review\"}],\"text\":\"Historical reviews of Benjamin Marquez, Marty Davidson: Benjamin Marquez assigned numerous long papers and books, while Marty Davidson required daily student presentations and confusing essay questions.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Marty Davidson\",\"review_date\":\"2025-12-21 04:20:23 +0000 UTC\",\"review_id\":\"88c8554fb7cc83fd0c489b74\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3125876\",\"source_review_id\":\"UmF0aW5nLTQyMzY1MjY0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3125876\",\"type\":\"review\"},{\"instructor_name\":\"Marty Davidson\",\"review_date\":\"2026-01-24 19:47:19 +0000 UTC\",\"review_id\":\"9a40e25a5b6f04fbbbe4974a\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3125876\",\"source_review_id\":\"UmF0aW5nLTQyNTQ1MTc5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3125876\",\"type\":\"review\"},{\"instructor_name\":\"Marty Davidson\",\"review_date\":\"2026-04-09 03:16:16 +0000 UTC\",\"review_id\":\"dedcbddd1c6e2e84301f0f9a\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3125876\",\"source_review_id\":\"UmF0aW5nLTQyODAzNDc0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3125876\",\"type\":\"review\"},{\"instructor_name\":\"Marty Davidson\",\"review_date\":\"2026-05-05 19:05:50 +0000 UTC\",\"review_id\":\"4e5cf64dac16ac476b463117\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3125876\",\"source_review_id\":\"UmF0aW5nLTQzMDM0Mzk3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3125876\",\"type\":\"review\"}],\"text\":\"Historical reviews of Marty Davidson: Marty Davidson receives mixed reviews for POLISCI 304. Some students find his classes insightful and appreciate his willingness to explain concepts and accommodate confusion, while others criticize the outdated readings and confusing essay questions. Reviewers also note that he facilitates discussion but may lack clear structure or preparation.\"}],\"message\":null,\"offered\":false,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Marty Davidson\",\"review_date\":\"2025-12-21 04:20:23 +0000 UTC\",\"review_id\":\"88c8554fb7cc83fd0c489b74\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3125876\",\"source_review_id\":\"UmF0aW5nLTQyMzY1MjY0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3125876\",\"type\":\"review\"},{\"instructor_name\":\"Marty Davidson\",\"review_date\":\"2026-01-24 19:47:19 +0000 UTC\",\"review_id\":\"9a40e25a5b6f04fbbbe4974a\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3125876\",\"source_review_id\":\"UmF0aW5nLTQyNTQ1MTc5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3125876\",\"type\":\"review\"},{\"instructor_name\":\"Marty Davidson\",\"review_date\":\"2026-05-05 19:05:50 +0000 UTC\",\"review_id\":\"4e5cf64dac16ac476b463117\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3125876\",\"source_review_id\":\"UmF0aW5nLTQzMDM0Mzk3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3125876\",\"type\":\"review\"}],\"text\":\"Historical reviews of Marty Davidson: Marty Davidson's POLISCI 304 receives polarized reviews, with students describing the course as either insightful and interesting or confusing and poorly structured.\"},{\"citations\":[{\"course_id\":\"POLISCI 304\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"a3faf395-2ccf-3795-a742-71fc1863c81d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"POLISCI 304\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"a3faf395-2ccf-3795-a742-71fc1863c81d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"POLISCI 304\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"a3faf395-2ccf-3795-a742-71fc1863c81d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2024: 3.71 GPA, 88.0% A/AB (n=50 letter grades); Fall 2025: 3.52 GPA, 80.0% A/AB (n=45 letter grades); Spring 2026: 3.73 GPA, 89.8% A/AB (n=49 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Marty Davidson\",\"review_date\":\"2025-12-21 04:20:23 +0000 UTC\",\"review_id\":\"88c8554fb7cc83fd0c489b74\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3125876\",\"source_review_id\":\"UmF0aW5nLTQyMzY1MjY0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3125876\",\"type\":\"review\"},{\"instructor_name\":\"Marty Davidson\",\"review_date\":\"2026-01-24 19:47:19 +0000 UTC\",\"review_id\":\"9a40e25a5b6f04fbbbe4974a\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3125876\",\"source_review_id\":\"UmF0aW5nLTQyNTQ1MTc5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3125876\",\"type\":\"review\"},{\"instructor_name\":\"Marty Davidson\",\"review_date\":\"2026-04-09 03:16:16 +0000 UTC\",\"review_id\":\"dedcbddd1c6e2e84301f0f9a\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3125876\",\"source_review_id\":\"UmF0aW5nLTQyODAzNDc0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3125876\",\"type\":\"review\"},{\"instructor_name\":\"Marty Davidson\",\"review_date\":\"2026-05-05 19:05:50 +0000 UTC\",\"review_id\":\"4e5cf64dac16ac476b463117\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3125876\",\"source_review_id\":\"UmF0aW5nLTQzMDM0Mzk3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3125876\",\"type\":\"review\"}],\"text\":\"Historical reviews of Marty Davidson: Students report mixed experiences with Davidson, citing fair grading and interesting discussions alongside complaints about outdated readings and unclear lecture content.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"POLISCI 304\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"a3faf395-2ccf-3795-a742-71fc1863c81d\",\"source_record\":{\"entity_id\":\"a3faf395-2ccf-3795-a742-71fc1863c81d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"POLISCI 304\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"a3faf395-2ccf-3795-a742-71fc1863c81d\",\"source_record\":{\"entity_id\":\"a3faf395-2ccf-3795-a742-71fc1863c81d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"}],\"text\":\"BENJAMIN MARQUEZ is recorded teaching in Fall 2020, Spring 2023. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"POLISCI 304\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"a3faf395-2ccf-3795-a742-71fc1863c81d\",\"source_record\":{\"entity_id\":\"a3faf395-2ccf-3795-a742-71fc1863c81d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"POLISCI 304\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"a3faf395-2ccf-3795-a742-71fc1863c81d\",\"source_record\":{\"entity_id\":\"a3faf395-2ccf-3795-a742-71fc1863c81d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"POLISCI 304\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"a3faf395-2ccf-3795-a742-71fc1863c81d\",\"source_record\":{\"entity_id\":\"a3faf395-2ccf-3795-a742-71fc1863c81d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"MARTY DAVIDSON is recorded teaching in Fall 2024, Fall 2025, 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":false}]