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The class is almost entirely built based on discussion of the readings, and there are a LOT of them, but read them and show up to class and you'll do well. \",\"course_id\":\"SOC 196\",\"date\":\"2024-12-23 06:19:25 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"cdb7dd6ffa6a5404179af7df\",\"instructor_id\":\"rmp:3046713\",\"instructor_name\":\"Fabien Accominotti\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQwNDIxNDEz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3046713\"},{\"comment\":\"Super nice professor who you can tell genuinely cares about the subject and students' understanding. 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If you've never done much programming, you'll need to put in more time than most people to learn R.\",\"course_id\":\"SOC 196\",\"date\":\"2025-05-16 14:58:54 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"743b5a12a8bf90cef4e72d35\",\"instructor_id\":\"rmp:3046713\",\"instructor_name\":\"Fabien Accominotti\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQxMzAzNDIz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3046713\"}],\"evidence_count\":1,\"review_ids\":[\"743b5a12a8bf90cef4e72d35\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:3046713\",\"name\":\"Fabien Accominotti\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2025\"},\"sentiment\":\"mixed\",\"summary\":\"If you've never done much programming, you'll need to put in more time than most people to learn R.\"}]}","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_ea3fe1a9099e7868ca01f1f2","course_id":"SOC 196","catalog_version_id":"1bdad8a9af7c3152b1946368a002a529b014dc758ab18e9c8b1d356f1b896c73","record_version_id":"85d15397e69f90ca4e34d6416176c726a2fd22079439d6da41bf6d27f3cc0484","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"e4227ff8dbe21dae04046b855ea2ff8155906c5a4c328999926e3e17fb123bd3","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"0abc23417372d34990aa69636c0b059ba3c3f3d318be2490e916963e2ac0587d\",\"course_id\":\"SOC 196\",\"current_instructors\":[{\"instructor_uid\":\"instructor_d78fa6ef2d83910972c5b88a\",\"message\":\"No course-specific reviews available\",\"name\":\"Cabell Gathman\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":\"rmp:1426451\",\"summary\":[]},{\"instructor_uid\":\"instructor_9da6dc3d73772e22324a3dc2\",\"message\":\"No course-specific reviews available\",\"name\":\"Jessica Calarco\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":\"rmp:3138897\",\"summary\":[{\"citations\":[{\"course_id\":\"SOC 196\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"d847723b-faec-39f6-ad06-699bb8c1a5a7\",\"source_record\":{\"entity_id\":\"d847723b-faec-39f6-ad06-699bb8c1a5a7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"SOC 196\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"d847723b-faec-39f6-ad06-699bb8c1a5a7\",\"source_record\":{\"entity_id\":\"d847723b-faec-39f6-ad06-699bb8c1a5a7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2024: 4.00 GPA, 100.0% A/AB (n=20 letter grades); Fall 2025: 4.00 GPA, 100.0% A/AB (n=20 letter grades).\"}]},{\"instructor_uid\":\"instructor_2aa96ecf18c56c577bd1f582\",\"message\":\"No course-specific reviews available\",\"name\":\"Marcy Carlson\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":\"rmp:2314791\",\"summary\":[]},{\"instructor_uid\":\"instructor_32ad798f37d606f85603d25e\",\"message\":\"No course-specific reviews available\",\"name\":\"Martin Eiermann\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":\"rmp:3162796\",\"summary\":[]},{\"instructor_uid\":\"instructor_72e4149399e16782b34cf6bb\",\"message\":\"No course-specific reviews available\",\"name\":\"Nicholas Pedriana\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Fabien Accominotti\",\"review_date\":\"2024-11-18 19:07:01 +0000 UTC\",\"review_id\":\"bfd35fb29fedbd70222ffd2d\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3046713\",\"source_review_id\":\"UmF0aW5nLTM5OTcxOTc4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3046713\",\"type\":\"review\"},{\"instructor_name\":\"Fabien Accominotti\",\"review_date\":\"2024-12-23 06:19:25 +0000 UTC\",\"review_id\":\"cdb7dd6ffa6a5404179af7df\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3046713\",\"source_review_id\":\"UmF0aW5nLTQwNDIxNDEz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3046713\",\"type\":\"review\"},{\"instructor_name\":\"Fabien Accominotti\",\"review_date\":\"2025-05-16 14:58:54 +0000 UTC\",\"review_id\":\"743b5a12a8bf90cef4e72d35\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3046713\",\"source_review_id\":\"UmF0aW5nLTQxMzAzNDIz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3046713\",\"type\":\"review\"}],\"text\":\"Historical reviews of Fabien Accominotti: The workload involves a significant volume of reading that must be completed to participate in class discussions, plus additional time for learning R programming if inexperienced.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Fabien Accominotti\",\"review_date\":\"2024-11-18 19:07:01 +0000 UTC\",\"review_id\":\"bfd35fb29fedbd70222ffd2d\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3046713\",\"source_review_id\":\"UmF0aW5nLTM5OTcxOTc4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3046713\",\"type\":\"review\"},{\"instructor_name\":\"Fabien Accominotti\",\"review_date\":\"2024-12-23 06:19:25 +0000 UTC\",\"review_id\":\"cdb7dd6ffa6a5404179af7df\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3046713\",\"source_review_id\":\"UmF0aW5nLTQwNDIxNDEz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3046713\",\"type\":\"review\"},{\"instructor_name\":\"Fabien Accominotti\",\"review_date\":\"2025-03-12 21:18:20 +0000 UTC\",\"review_id\":\"5d85fcb4fa48f75268282940\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3046713\",\"source_review_id\":\"UmF0aW5nLTQwNzYzOTA3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3046713\",\"type\":\"review\"},{\"instructor_name\":\"Fabien Accominotti\",\"review_date\":\"2025-05-16 14:58:54 +0000 UTC\",\"review_id\":\"743b5a12a8bf90cef4e72d35\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3046713\",\"source_review_id\":\"UmF0aW5nLTQxMzAzNDIz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3046713\",\"type\":\"review\"}],\"text\":\"Historical reviews of Fabien Accominotti: Fabien Accominotti is described as a super interesting and nice professor who clearly knows his subject and cares about student understanding. He teaches well, assigns interesting readings, and offers flexibility with projects, though students must complete the substantial reading load to succeed.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Fabien Accominotti\",\"review_date\":\"2024-11-18 19:07:01 +0000 UTC\",\"review_id\":\"bfd35fb29fedbd70222ffd2d\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3046713\",\"source_review_id\":\"UmF0aW5nLTM5OTcxOTc4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3046713\",\"type\":\"review\"},{\"instructor_name\":\"Fabien Accominotti\",\"review_date\":\"2024-12-23 06:19:25 +0000 UTC\",\"review_id\":\"cdb7dd6ffa6a5404179af7df\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3046713\",\"source_review_id\":\"UmF0aW5nLTQwNDIxNDEz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3046713\",\"type\":\"review\"},{\"instructor_name\":\"Fabien Accominotti\",\"review_date\":\"2025-03-12 21:18:20 +0000 UTC\",\"review_id\":\"5d85fcb4fa48f75268282940\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3046713\",\"source_review_id\":\"UmF0aW5nLTQwNzYzOTA3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3046713\",\"type\":\"review\"},{\"instructor_name\":\"Fabien Accominotti\",\"review_date\":\"2025-05-16 14:58:54 +0000 UTC\",\"review_id\":\"743b5a12a8bf90cef4e72d35\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3046713\",\"source_review_id\":\"UmF0aW5nLTQxMzAzNDIz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3046713\",\"type\":\"review\"}],\"text\":\"Historical reviews for Fabien Accominotti describe a highly engaging course driven by discussion and interesting readings, with flexible project requirements and high student satisfaction.\"},{\"citations\":[{\"course_id\":\"SOC 196\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"d847723b-faec-39f6-ad06-699bb8c1a5a7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"SOC 196\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"d847723b-faec-39f6-ad06-699bb8c1a5a7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"SOC 196\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"d847723b-faec-39f6-ad06-699bb8c1a5a7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.67 GPA, 93.1% A/AB (n=29 letter grades); Fall 2025: 4.00 GPA, 100.0% A/AB (n=20 letter grades); Spring 2026: 3.44 GPA, 72.2% A/AB (n=18 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Fabien Accominotti\",\"review_date\":\"2024-12-23 06:19:25 +0000 UTC\",\"review_id\":\"cdb7dd6ffa6a5404179af7df\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3046713\",\"source_review_id\":\"UmF0aW5nLTQwNDIxNDEz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3046713\",\"type\":\"review\"},{\"instructor_name\":\"Fabien Accominotti\",\"review_date\":\"2025-03-12 21:18:20 +0000 UTC\",\"review_id\":\"5d85fcb4fa48f75268282940\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3046713\",\"source_review_id\":\"UmF0aW5nLTQwNzYzOTA3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3046713\",\"type\":\"review\"}],\"text\":\"Historical reviews of Fabien Accominotti: Students find the professor knowledgeable and caring, noting the class is easy if interested, though the heavy reading load can become tedious for those lacking subject interest.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"SOC 196\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"d847723b-faec-39f6-ad06-699bb8c1a5a7\",\"source_record\":{\"entity_id\":\"d847723b-faec-39f6-ad06-699bb8c1a5a7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"}],\"text\":\"FABIEN ACCOMINOTTI is recorded teaching in Fall 2024. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"SOC 196\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"d847723b-faec-39f6-ad06-699bb8c1a5a7\",\"source_record\":{\"entity_id\":\"d847723b-faec-39f6-ad06-699bb8c1a5a7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"SOC 196\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"d847723b-faec-39f6-ad06-699bb8c1a5a7\",\"source_record\":{\"entity_id\":\"d847723b-faec-39f6-ad06-699bb8c1a5a7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"JESSICA CALARCO is recorded teaching in Fall 2024, 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}]