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There's weekly quizzes with open notes, but sometimes your notes will not have what's needed on the quiz because it's hard to catch everything she says. For papers, she gives good feedback, and it's important that you follow it.\",\"course_id\":\"SOC 181\",\"date\":\"2023-12-17 18:21:11 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"d3627bc57340d9fa49bf910d\",\"instructor_id\":\"rmp:1426451\",\"instructor_name\":\"Cabell Gathman\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTM4NzE3MDE3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1426451\"},{\"comment\":\"Cabell is a biased professor but she is passionate about what she teaches! She is accommodating though! However, I found her quizzes to be quite challenging. She does offer 3 drops for the lowest quizzes, but the class caused me a lot of stress. 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The student noted that while not every reading was the greatest, the overall instruction was high quality.\"},{\"citations\":[{\"course_id\":\"SOC 181\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"38fec6ce-7ba0-3e69-9a24-0b51a306cdc1\",\"source_record\":{\"entity_id\":\"38fec6ce-7ba0-3e69-9a24-0b51a306cdc1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"SOC 181\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"38fec6ce-7ba0-3e69-9a24-0b51a306cdc1\",\"source_record\":{\"entity_id\":\"38fec6ce-7ba0-3e69-9a24-0b51a306cdc1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"SOC 181\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"38fec6ce-7ba0-3e69-9a24-0b51a306cdc1\",\"source_record\":{\"entity_id\":\"38fec6ce-7ba0-3e69-9a24-0b51a306cdc1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2024: 3.92 GPA, 94.4% A/AB (n=18 letter grades); Spring 2025: 4.00 GPA, 100.0% A/AB (n=20 letter grades); Fall 2025: 3.92 GPA, 100.0% A/AB (n=20 letter grades).\"}]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Mustafa Emirbayer\",\"review_date\":\"2024-12-22 23:19:46 +0000 UTC\",\"review_id\":\"53fb2c6d1e5e5de201ded630\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:66989\",\"source_review_id\":\"UmF0aW5nLTQwNDE4MzU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/66989\",\"type\":\"review\"}],\"evidence_scope\":\"past_student_reviews\",\"text\":\"The course was rated as moderately difficult, with a difficulty rating of 2 out of 5.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Miriam Barcus\",\"review_date\":\"2021-05-07 15:22:47 +0000 UTC\",\"review_id\":\"64fbf277974859714dcbd1ad\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2598757\",\"source_review_id\":\"UmF0aW5nLTM0NzMyNzAz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2598757\",\"type\":\"review\"},{\"instructor_name\":\"Cabell Gathman\",\"review_date\":\"2023-08-27 21:19:40 +0000 UTC\",\"review_id\":\"ccefadec5dbc337f9ad11b84\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:1426451\",\"source_review_id\":\"UmF0aW5nLTM4MTkwODk4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1426451\",\"type\":\"review\"},{\"instructor_name\":\"Cabell Gathman\",\"review_date\":\"2023-12-17 18:21:11 +0000 UTC\",\"review_id\":\"d3627bc57340d9fa49bf910d\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:1426451\",\"source_review_id\":\"UmF0aW5nLTM4NzE3MDE3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1426451\",\"type\":\"review\"},{\"instructor_name\":\"Cabell Gathman\",\"review_date\":\"2023-12-24 02:50:43 +0000 UTC\",\"review_id\":\"372f509c8c0e3e44042c7036\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:1426451\",\"source_review_id\":\"UmF0aW5nLTM4Nzg2ODk2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1426451\",\"type\":\"review\"}],\"evidence_scope\":\"past_student_reviews\",\"text\":\"Historical reviews describe Cabell Gathman as passionate and empathetic, with clear grading expectations. Students found the class manageable but noted weekly open-note quizzes could be difficult, sometimes testing details hard to catch in lecture. Gathman offered quiz drops and provided useful paper feedback, though one student reported stress from waiting for final grades. 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She's empathetic, passionate, and clear in her expectations and grading. If you're at all interested in Sociology, highly recommend!\",\"course_id\":\"SOC 181\",\"date\":\"2023-08-27 21:19:40 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"ccefadec5dbc337f9ad11b84\",\"instructor_id\":\"rmp:1426451\",\"instructor_name\":\"Cabell Gathman\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM4MTkwODk4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1426451\"},{\"comment\":\"Overall the class is manageable. There's weekly quizzes with open notes, but sometimes your notes will not have what's needed on the quiz because it's hard to catch everything she says. For papers, she gives good feedback, and it's important that you follow it.\",\"course_id\":\"SOC 181\",\"date\":\"2023-12-17 18:21:11 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"d3627bc57340d9fa49bf910d\",\"instructor_id\":\"rmp:1426451\",\"instructor_name\":\"Cabell Gathman\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTM4NzE3MDE3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1426451\"},{\"comment\":\"Not every reading was the greatest, but super knowledgeable guy who does a great job of making this class interactive and engaging. \",\"course_id\":\"SOC 181\",\"date\":\"2024-12-22 23:19:46 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"53fb2c6d1e5e5de201ded630\",\"instructor_id\":\"rmp:66989\",\"instructor_name\":\"Mustafa Emirbayer\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTQwNDE4MzU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/66989\"}],\"evidence_count\":3,\"review_ids\":[\"ccefadec5dbc337f9ad11b84\",\"d3627bc57340d9fa49bf910d\",\"53fb2c6d1e5e5de201ded630\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1426451\",\"name\":\"Cabell Gathman\"},{\"id\":\"rmp:66989\",\"name\":\"Mustafa Emirbayer\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2023\"},\"sentiment\":\"positive\",\"summary\":\"Professors are described as clear in expectations and empathetic, though one review notes that lecture content can be hard to catch for quizzes.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"She is a great professor and really cares about students. She even gave us a week off to work on our papers. There are lots of readings and you'll have to attend lectures which are quite enjoyable imo. I don't think you will fail this class as long as you attend lectures and complete assignments but you'll need to work for an A.\",\"course_id\":\"SOC 181\",\"date\":\"2021-05-07 15:22:47 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"64fbf277974859714dcbd1ad\",\"instructor_id\":\"rmp:2598757\",\"instructor_name\":\"Miriam Barcus\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0NzMyNzAz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2598757\"},{\"comment\":\"Overall the class is manageable. There's weekly quizzes with open notes, but sometimes your notes will not have what's needed on the quiz because it's hard to catch everything she says. For papers, she gives good feedback, and it's important that you follow it.\",\"course_id\":\"SOC 181\",\"date\":\"2023-12-17 18:21:11 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"d3627bc57340d9fa49bf910d\",\"instructor_id\":\"rmp:1426451\",\"instructor_name\":\"Cabell Gathman\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTM4NzE3MDE3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1426451\"},{\"comment\":\"Cabell is a biased professor but she is passionate about what she teaches! She is accommodating though! However, I found her quizzes to be quite challenging. She does offer 3 drops for the lowest quizzes, but the class caused me a lot of stress. Also, the papers caused me a lot of stress because I had to wait for the final paper grade to be in. \",\"course_id\":\"SOC 181\",\"date\":\"2023-12-24 02:50:43 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"372f509c8c0e3e44042c7036\",\"instructor_id\":\"rmp:1426451\",\"instructor_name\":\"Cabell Gathman\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTM4Nzg2ODk2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1426451\"}],\"evidence_count\":3,\"review_ids\":[\"64fbf277974859714dcbd1ad\",\"d3627bc57340d9fa49bf910d\",\"372f509c8c0e3e44042c7036\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1426451\",\"name\":\"Cabell Gathman\"},{\"id\":\"rmp:2598757\",\"name\":\"Miriam Barcus\"}],\"review_year_end\":\"2023\",\"review_year_start\":\"2021\"},\"sentiment\":\"mixed\",\"summary\":\"The workload involves weekly quizzes, readings, and papers. 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For papers, she gives good feedback, and it's important that you follow it.\",\"course_id\":\"SOC 181\",\"date\":\"2023-12-17 18:21:11 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"d3627bc57340d9fa49bf910d\",\"instructor_id\":\"rmp:1426451\",\"instructor_name\":\"Cabell Gathman\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTM4NzE3MDE3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1426451\"},{\"comment\":\"Not every reading was the greatest, but super knowledgeable guy who does a great job of making this class interactive and engaging. \",\"course_id\":\"SOC 181\",\"date\":\"2024-12-22 23:19:46 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"53fb2c6d1e5e5de201ded630\",\"instructor_id\":\"rmp:66989\",\"instructor_name\":\"Mustafa Emirbayer\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTQwNDE4MzU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/66989\"}],\"evidence_count\":3,\"review_ids\":[\"ccefadec5dbc337f9ad11b84\",\"d3627bc57340d9fa49bf910d\",\"53fb2c6d1e5e5de201ded630\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1426451\",\"name\":\"Cabell Gathman\"},{\"id\":\"rmp:66989\",\"name\":\"Mustafa Emirbayer\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2023\"},\"sentiment\":\"positive\",\"summary\":\"Professors are described as clear in expectations and empathetic, though one review notes that lecture content can be hard to catch for quizzes.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"She is a great professor and really cares about students. She even gave us a week off to work on our papers. There are lots of readings and you'll have to attend lectures which are quite enjoyable imo. I don't think you will fail this class as long as you attend lectures and complete assignments but you'll need to work for an A.\",\"course_id\":\"SOC 181\",\"date\":\"2021-05-07 15:22:47 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"64fbf277974859714dcbd1ad\",\"instructor_id\":\"rmp:2598757\",\"instructor_name\":\"Miriam Barcus\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0NzMyNzAz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2598757\"},{\"comment\":\"Overall the class is manageable. There's weekly quizzes with open notes, but sometimes your notes will not have what's needed on the quiz because it's hard to catch everything she says. For papers, she gives good feedback, and it's important that you follow it.\",\"course_id\":\"SOC 181\",\"date\":\"2023-12-17 18:21:11 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"d3627bc57340d9fa49bf910d\",\"instructor_id\":\"rmp:1426451\",\"instructor_name\":\"Cabell Gathman\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTM4NzE3MDE3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1426451\"},{\"comment\":\"Cabell is a biased professor but she is passionate about what she teaches! She is accommodating though! However, I found her quizzes to be quite challenging. She does offer 3 drops for the lowest quizzes, but the class caused me a lot of stress. Also, the papers caused me a lot of stress because I had to wait for the final paper grade to be in. \",\"course_id\":\"SOC 181\",\"date\":\"2023-12-24 02:50:43 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"372f509c8c0e3e44042c7036\",\"instructor_id\":\"rmp:1426451\",\"instructor_name\":\"Cabell Gathman\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTM4Nzg2ODk2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1426451\"}],\"evidence_count\":3,\"review_ids\":[\"64fbf277974859714dcbd1ad\",\"d3627bc57340d9fa49bf910d\",\"372f509c8c0e3e44042c7036\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1426451\",\"name\":\"Cabell Gathman\"},{\"id\":\"rmp:2598757\",\"name\":\"Miriam Barcus\"}],\"review_year_end\":\"2023\",\"review_year_start\":\"2021\"},\"sentiment\":\"mixed\",\"summary\":\"The workload involves weekly quizzes, readings, and papers. While manageable for some, others found the quizzes challenging and the waiting period for final paper grades stressful.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"Overall the class is manageable. There's weekly quizzes with open notes, but sometimes your notes will not have what's needed on the quiz because it's hard to catch everything she says. For papers, she gives good feedback, and it's important that you follow it.\",\"course_id\":\"SOC 181\",\"date\":\"2023-12-17 18:21:11 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"d3627bc57340d9fa49bf910d\",\"instructor_id\":\"rmp:1426451\",\"instructor_name\":\"Cabell Gathman\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTM4NzE3MDE3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1426451\"},{\"comment\":\"Cabell is a biased professor but she is passionate about what she teaches! She is accommodating though! However, I found her quizzes to be quite challenging. She does offer 3 drops for the lowest quizzes, but the class caused me a lot of stress. Also, the papers caused me a lot of stress because I had to wait for the final paper grade to be in. \",\"course_id\":\"SOC 181\",\"date\":\"2023-12-24 02:50:43 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"372f509c8c0e3e44042c7036\",\"instructor_id\":\"rmp:1426451\",\"instructor_name\":\"Cabell Gathman\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTM4Nzg2ODk2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1426451\"}],\"evidence_count\":2,\"review_ids\":[\"d3627bc57340d9fa49bf910d\",\"372f509c8c0e3e44042c7036\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1426451\",\"name\":\"Cabell Gathman\"}],\"review_year_end\":\"2023\",\"review_year_start\":\"2023\"},\"sentiment\":\"mixed\",\"summary\":\"Assessment includes open-note quizzes with drops and papers with feedback. Students report that quizzes can be tricky despite open notes, and paper grading can cause stress due to wait times.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"She is a great professor and really cares about students. She even gave us a week off to work on our papers. There are lots of readings and you'll have to attend lectures which are quite enjoyable imo. I don't think you will fail this class as long as you attend lectures and complete assignments but you'll need to work for an A.\",\"course_id\":\"SOC 181\",\"date\":\"2021-05-07 15:22:47 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"64fbf277974859714dcbd1ad\",\"instructor_id\":\"rmp:2598757\",\"instructor_name\":\"Miriam Barcus\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0NzMyNzAz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2598757\"},{\"comment\":\"Cabell is a wonderful professor. She's empathetic, passionate, and clear in her expectations and grading. If you're at all interested in Sociology, highly recommend!\",\"course_id\":\"SOC 181\",\"date\":\"2023-08-27 21:19:40 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"ccefadec5dbc337f9ad11b84\",\"instructor_id\":\"rmp:1426451\",\"instructor_name\":\"Cabell Gathman\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM4MTkwODk4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1426451\"},{\"comment\":\"Not every reading was the greatest, but super knowledgeable guy who does a great job of making this class interactive and engaging. \",\"course_id\":\"SOC 181\",\"date\":\"2024-12-22 23:19:46 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"53fb2c6d1e5e5de201ded630\",\"instructor_id\":\"rmp:66989\",\"instructor_name\":\"Mustafa Emirbayer\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTQwNDE4MzU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/66989\"}],\"evidence_count\":3,\"review_ids\":[\"64fbf277974859714dcbd1ad\",\"ccefadec5dbc337f9ad11b84\",\"53fb2c6d1e5e5de201ded630\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1426451\",\"name\":\"Cabell Gathman\"},{\"id\":\"rmp:2598757\",\"name\":\"Miriam Barcus\"},{\"id\":\"rmp:66989\",\"name\":\"Mustafa Emirbayer\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2021\"},\"sentiment\":\"positive\",\"summary\":\"Overall, the class is considered manageable and enjoyable with engaging professors, provided students attend lectures and complete assignments.\"}]}","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_657b63ea06b00580738b264e","course_id":"SOC 181","catalog_version_id":"82a494a9502a421bd83644cc7737f47e26a4a88c6525b76b220ada24c86e6464","record_version_id":"46fc310124578eae59efacbd0778ee1f4cbb43c3b19d74e3b673dd0157eeacae","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"b80664fb98d67b5cb0842f017aff19d19c0d2e38d27c3e14c0ee6cd94d627d67","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"7b71ccbb8f08f7b31c73784a7ab52cfba8e81b31bc57f720b9f4240e57880e85\",\"course_id\":\"SOC 181\",\"current_instructors\":[{\"instructor_uid\":\"instructor_8580d059c53c16d75cd6b725\",\"message\":null,\"name\":\"Mustafa Emirbayer\",\"review_status\":\"supported\",\"rmp_instructor_id\":\"rmp:66989\",\"summary\":[{\"citations\":[{\"instructor_name\":\"Mustafa Emirbayer\",\"review_date\":\"2024-12-22 23:19:46 +0000 UTC\",\"review_id\":\"53fb2c6d1e5e5de201ded630\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:66989\",\"source_review_id\":\"UmF0aW5nLTQwNDE4MzU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/66989\",\"type\":\"review\"}],\"text\":\"Mustafa Emirbayer is described as super knowledgeable and effective at making the class interactive and engaging. However, one reviewer noted that not every reading was the greatest.\"},{\"citations\":[{\"course_id\":\"SOC 181\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"38fec6ce-7ba0-3e69-9a24-0b51a306cdc1\",\"source_record\":{\"entity_id\":\"38fec6ce-7ba0-3e69-9a24-0b51a306cdc1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"SOC 181\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"38fec6ce-7ba0-3e69-9a24-0b51a306cdc1\",\"source_record\":{\"entity_id\":\"38fec6ce-7ba0-3e69-9a24-0b51a306cdc1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"SOC 181\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"38fec6ce-7ba0-3e69-9a24-0b51a306cdc1\",\"source_record\":{\"entity_id\":\"38fec6ce-7ba0-3e69-9a24-0b51a306cdc1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2024: 3.92 GPA, 94.4% A/AB (n=18 letter grades); Spring 2025: 4.00 GPA, 100.0% A/AB (n=20 letter grades); Fall 2025: 3.92 GPA, 100.0% A/AB (n=20 letter grades).\"}]}],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Miriam Barcus\",\"review_date\":\"2021-05-07 15:22:47 +0000 UTC\",\"review_id\":\"64fbf277974859714dcbd1ad\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2598757\",\"source_review_id\":\"UmF0aW5nLTM0NzMyNzAz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2598757\",\"type\":\"review\"},{\"instructor_name\":\"Cabell Gathman\",\"review_date\":\"2023-08-27 21:19:40 +0000 UTC\",\"review_id\":\"ccefadec5dbc337f9ad11b84\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1426451\",\"source_review_id\":\"UmF0aW5nLTM4MTkwODk4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1426451\",\"type\":\"review\"},{\"instructor_name\":\"Cabell Gathman\",\"review_date\":\"2023-12-17 18:21:11 +0000 UTC\",\"review_id\":\"d3627bc57340d9fa49bf910d\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1426451\",\"source_review_id\":\"UmF0aW5nLTM4NzE3MDE3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1426451\",\"type\":\"review\"},{\"instructor_name\":\"Cabell Gathman\",\"review_date\":\"2023-12-24 02:50:43 +0000 UTC\",\"review_id\":\"372f509c8c0e3e44042c7036\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1426451\",\"source_review_id\":\"UmF0aW5nLTM4Nzg2ODk2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1426451\",\"type\":\"review\"}],\"text\":\"Mustafa Emirbayer is the current instructor, but reviews only cover historical instructors Miriam Barcus and Cabell Gathman. Barcus was praised for caring and enjoyable lectures, while Gathman received mixed feedback regarding bias, stress, and challenging quizzes despite being passionate and accommodating.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Mustafa Emirbayer\",\"review_date\":\"2024-12-22 23:19:46 +0000 UTC\",\"review_id\":\"53fb2c6d1e5e5de201ded630\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:66989\",\"source_review_id\":\"UmF0aW5nLTQwNDE4MzU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/66989\",\"type\":\"review\"}],\"text\":\"Mustafa Emirbayer is knowledgeable and makes the class interactive and engaging, though not every reading is considered great.\"},{\"citations\":[{\"course_id\":\"SOC 181\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"38fec6ce-7ba0-3e69-9a24-0b51a306cdc1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"SOC 181\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"38fec6ce-7ba0-3e69-9a24-0b51a306cdc1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"SOC 181\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"38fec6ce-7ba0-3e69-9a24-0b51a306cdc1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 4.00 GPA, 100.0% A/AB (n=20 letter grades); Fall 2025: 3.92 GPA, 100.0% A/AB (n=20 letter grades); Spring 2026: 3.83 GPA, 90.0% A/AB (n=20 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Mustafa Emirbayer\",\"review_date\":\"2024-12-22 23:19:46 +0000 UTC\",\"review_id\":\"53fb2c6d1e5e5de201ded630\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:66989\",\"source_review_id\":\"UmF0aW5nLTQwNDE4MzU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/66989\",\"type\":\"review\"}],\"text\":\"The instructor's ability to make the class interactive and engaging is a positive aspect, despite some readings being less impressive.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"SOC 181\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"38fec6ce-7ba0-3e69-9a24-0b51a306cdc1\",\"source_record\":{\"entity_id\":\"38fec6ce-7ba0-3e69-9a24-0b51a306cdc1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"SOC 181\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"38fec6ce-7ba0-3e69-9a24-0b51a306cdc1\",\"source_record\":{\"entity_id\":\"38fec6ce-7ba0-3e69-9a24-0b51a306cdc1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"}],\"text\":\"CABELL GATHMAN is recorded teaching in Spring 2023, Fall 2023. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"SOC 181\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"38fec6ce-7ba0-3e69-9a24-0b51a306cdc1\",\"source_record\":{\"entity_id\":\"38fec6ce-7ba0-3e69-9a24-0b51a306cdc1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"SOC 181\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"38fec6ce-7ba0-3e69-9a24-0b51a306cdc1\",\"source_record\":{\"entity_id\":\"38fec6ce-7ba0-3e69-9a24-0b51a306cdc1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"SOC 181\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"38fec6ce-7ba0-3e69-9a24-0b51a306cdc1\",\"source_record\":{\"entity_id\":\"38fec6ce-7ba0-3e69-9a24-0b51a306cdc1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"SOC 181\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"38fec6ce-7ba0-3e69-9a24-0b51a306cdc1\",\"source_record\":{\"entity_id\":\"38fec6ce-7ba0-3e69-9a24-0b51a306cdc1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"MUSTAFA EMIRBAYER is recorded teaching in Spring 2024, Fall 2024, Spring 2025, Fall 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}]