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But other than that, I found this to be a fair and engaging class. She facilitated good class discussions and was very open to questions and comments. Readings were a bit long, but the other homework wasn't bad at all. You could tell she cared about the material and her students' success.\",\"course_id\":\"FRENCH 321\",\"date\":\"2023-01-03 21:01:11 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"c201f1daace27d13aebe8d13\",\"instructor_id\":\"rmp:458465\",\"instructor_name\":\"Anne Vila\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTM3Mjc4NjMz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/458465\"},{\"comment\":\"Definitely need to put in work to get an A in this class, but it was never overwhelming. I liked her since she was understanding as long as you communicated with her on outside conflicts.  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Fall 2025: 3.68 GPA, 85.7% A/AB (n=14 letter grades); Spring 2026: 3.70 GPA, 86.7% A/AB (n=15 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"FRENCH 321\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"4720ba55-bfd9-3315-a8b2-3fb22265b148\",\"source_record\":{\"entity_id\":\"4720ba55-bfd9-3315-a8b2-3fb22265b148\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1122\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 321\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"4720ba55-bfd9-3315-a8b2-3fb22265b148\",\"source_record\":{\"entity_id\":\"4720ba55-bfd9-3315-a8b2-3fb22265b148\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1134\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 321\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4720ba55-bfd9-3315-a8b2-3fb22265b148\",\"source_record\":{\"entity_id\":\"4720ba55-bfd9-3315-a8b2-3fb22265b148\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1144\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 321\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"4720ba55-bfd9-3315-a8b2-3fb22265b148\",\"source_record\":{\"entity_id\":\"4720ba55-bfd9-3315-a8b2-3fb22265b148\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 321\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4720ba55-bfd9-3315-a8b2-3fb22265b148\",\"source_record\":{\"entity_id\":\"4720ba55-bfd9-3315-a8b2-3fb22265b148\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1154\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 321\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4720ba55-bfd9-3315-a8b2-3fb22265b148\",\"source_record\":{\"entity_id\":\"4720ba55-bfd9-3315-a8b2-3fb22265b148\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 321\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4720ba55-bfd9-3315-a8b2-3fb22265b148\",\"source_record\":{\"entity_id\":\"4720ba55-bfd9-3315-a8b2-3fb22265b148\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 321\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4720ba55-bfd9-3315-a8b2-3fb22265b148\",\"source_record\":{\"entity_id\":\"4720ba55-bfd9-3315-a8b2-3fb22265b148\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 321\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4720ba55-bfd9-3315-a8b2-3fb22265b148\",\"source_record\":{\"entity_id\":\"4720ba55-bfd9-3315-a8b2-3fb22265b148\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 321\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4720ba55-bfd9-3315-a8b2-3fb22265b148\",\"source_record\":{\"entity_id\":\"4720ba55-bfd9-3315-a8b2-3fb22265b148\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"}],\"text\":\"ANNE VILA is recorded teaching in Fall 2011, Spring 2013, Spring 2014, Fall 2014, Spring 2015, Fall 2016, Spring 2017, Fall 2019, Fall 2022, Spring 2025. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"FRENCH 321\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"4720ba55-bfd9-3315-a8b2-3fb22265b148\",\"source_record\":{\"entity_id\":\"4720ba55-bfd9-3315-a8b2-3fb22265b148\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1114\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 321\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"4720ba55-bfd9-3315-a8b2-3fb22265b148\",\"source_record\":{\"entity_id\":\"4720ba55-bfd9-3315-a8b2-3fb22265b148\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1124\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 321\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4720ba55-bfd9-3315-a8b2-3fb22265b148\",\"source_record\":{\"entity_id\":\"4720ba55-bfd9-3315-a8b2-3fb22265b148\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 321\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4720ba55-bfd9-3315-a8b2-3fb22265b148\",\"source_record\":{\"entity_id\":\"4720ba55-bfd9-3315-a8b2-3fb22265b148\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 321\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4720ba55-bfd9-3315-a8b2-3fb22265b148\",\"source_record\":{\"entity_id\":\"4720ba55-bfd9-3315-a8b2-3fb22265b148\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"FLORENCE VATAN is recorded teaching in Spring 2011, Spring 2012, Fall 2015, Spring 2020, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"FRENCH 321\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"4720ba55-bfd9-3315-a8b2-3fb22265b148\",\"source_record\":{\"entity_id\":\"4720ba55-bfd9-3315-a8b2-3fb22265b148\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1082\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 321\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"4720ba55-bfd9-3315-a8b2-3fb22265b148\",\"source_record\":{\"entity_id\":\"4720ba55-bfd9-3315-a8b2-3fb22265b148\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1084\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 321\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4720ba55-bfd9-3315-a8b2-3fb22265b148\",\"source_record\":{\"entity_id\":\"4720ba55-bfd9-3315-a8b2-3fb22265b148\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1094\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 321\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"4720ba55-bfd9-3315-a8b2-3fb22265b148\",\"source_record\":{\"entity_id\":\"4720ba55-bfd9-3315-a8b2-3fb22265b148\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1104\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 321\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"4720ba55-bfd9-3315-a8b2-3fb22265b148\",\"source_record\":{\"entity_id\":\"4720ba55-bfd9-3315-a8b2-3fb22265b148\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"}],\"text\":\"KEITH BUSBY is recorded teaching in Fall 2007, Spring 2008, Spring 2009, Spring 2010, Fall 2010. 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Review of grammar and focus on more complex grammatical structures.\"}],\"text\":\"Intermediate French language proficiency and literary analysis skills.\"}],\"search_phrases\":[\"medieval French literature\",\"early modern French literature\",\"French Revolution literature\",\"literary analysis in French\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"FRENCH 321\",\"field\":\"description\",\"quote\":\"Introduction to important literary works from the medieval era to the French Revolution.\"}],\"text\":\"Analysis of medieval and early modern French literary works.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"FRENCH 321\",\"field\":\"title\",\"quote\":\"MEDIEVAL AND EARLY MODERN FRENCH LITERATURE\"},{\"course_id\":\"FRENCH 321\",\"field\":\"description\",\"quote\":\"Introduction to important literary works from the medieval era to the French Revolution. Taught in French.\"}],\"text\":\"FRENCH 321 introduces medieval and early modern French literary works, taught in French.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"FRENCH 321\",\"field\":\"description\",\"quote\":\"important literary works from the medieval era to the French Revolution\"}],\"text\":\"Medieval French literature\"},{\"evidence\":[{\"course_id\":\"FRENCH 321\",\"field\":\"description\",\"quote\":\"important literary works from the medieval era to the French Revolution\"}],\"text\":\"Early modern French literature\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_1ebf8723fbf65a227eab984e","course_id":"FRENCH 321","catalog_version_id":"f36bd52b2174c976380df0f34ffa567d3bfe6885919033aa1c68c8a749c60e33","record_version_id":"f59c7d29d9f869ffe2bf9029d4e4537714b9197dfeb37242dd24db44fe89aeab","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"3f8a34005eada4bac6b68ab5968c79aa5686f7255d6f6d8a5b8c598dd1a26ffb","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"I dropped her class because her accent is so bad!  It is very distracting.\",\"course_id\":\"FRENCH 321\",\"date\":\"2005-06-22 10:19:56 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"c9b4bf89ca231c5ff88781ca\",\"instructor_id\":\"rmp:458465\",\"instructor_name\":\"Anne Vila\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTQwMjIzNDM=\",\"source_url\":\"https://www.ratemyprofessors.com/professor/458465\"},{\"comment\":\"Prof. Vila's accent is... not the best. But other than that, I found this to be a fair and engaging class. She facilitated good class discussions and was very open to questions and comments. Readings were a bit long, but the other homework wasn't bad at all. You could tell she cared about the material and her students' success.\",\"course_id\":\"FRENCH 321\",\"date\":\"2023-01-03 21:01:11 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"c201f1daace27d13aebe8d13\",\"instructor_id\":\"rmp:458465\",\"instructor_name\":\"Anne Vila\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTM3Mjc4NjMz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/458465\"},{\"comment\":\"Mme Vatan is clearly engaged in her teaching, and I enjoy her intensity. She is generally a helpful professor. She is probably one of my favorite professors in the French department!\",\"course_id\":\"FRENCH 321\",\"date\":\"2015-11-09 21:00:16 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"4272fe3cc72b1c7bb1973089\",\"instructor_id\":\"rmp:1557243\",\"instructor_name\":\"Florence Vatan\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI1Mzc1OTA5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1557243\"}],\"evidence_count\":3,\"review_ids\":[\"c9b4bf89ca231c5ff88781ca\",\"c201f1daace27d13aebe8d13\",\"4272fe3cc72b1c7bb1973089\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1557243\",\"name\":\"Florence Vatan\"},{\"id\":\"rmp:458465\",\"name\":\"Anne Vila\"}],\"review_year_end\":\"2023\",\"review_year_start\":\"2005\"},\"sentiment\":\"mixed\",\"summary\":\"Reviews are polarized regarding instructor clarity; one student found an accent distracting, while others appreciated clear discussions and helpfulness.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"This man never gave below a B.  Wow.  Seriously, if you put in minimal effort you'll get a decent grade.\",\"course_id\":\"FRENCH 321\",\"date\":\"2005-06-23 14:14:36 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"5b61c0eddb8642204a9f3041\",\"instructor_id\":\"rmp:286941\",\"instructor_name\":\"Keith Busby\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQwMjY1NzM=\",\"source_url\":\"https://www.ratemyprofessors.com/professor/286941\"},{\"comment\":\"This was the worst course I have ever taken.  Avoid this professor, he is unhelpful and missed his office hours.\",\"course_id\":\"FRENCH 321\",\"date\":\"2014-10-17 23:15:16 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"b055c2489b100029b25316db\",\"instructor_id\":\"rmp:286941\",\"instructor_name\":\"Keith Busby\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTIzNjY3MDk4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/286941\"},{\"comment\":\"Definitely need to put in work to get an A in this class, but it was never overwhelming. I liked her since she was understanding as long as you communicated with her on outside conflicts.  I didn't have an issue with her grading, but it is definitely helpful to take good lecture notes to refer back on once you are writing the essays.  \",\"course_id\":\"FRENCH 321\",\"date\":\"2023-01-25 18:38:41 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"3c3ef2c1dd6cd67b5b6bac1d\",\"instructor_id\":\"rmp:458465\",\"instructor_name\":\"Anne Vila\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM3Mzc3ODUw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/458465\"}],\"evidence_count\":3,\"review_ids\":[\"5b61c0eddb8642204a9f3041\",\"b055c2489b100029b25316db\",\"3c3ef2c1dd6cd67b5b6bac1d\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:286941\",\"name\":\"Keith Busby\"},{\"id\":\"rmp:458465\",\"name\":\"Anne Vila\"}],\"review_year_end\":\"2023\",\"review_year_start\":\"2005\"},\"sentiment\":\"mixed\",\"summary\":\"Grading standards vary significantly by instructor, with reports of both generous grading (never below B) and rigorous standards requiring significant work for an A.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Prof. Vila's accent is... not the best. But other than that, I found this to be a fair and engaging class. She facilitated good class discussions and was very open to questions and comments. Readings were a bit long, but the other homework wasn't bad at all. You could tell she cared about the material and her students' success.\",\"course_id\":\"FRENCH 321\",\"date\":\"2023-01-03 21:01:11 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"c201f1daace27d13aebe8d13\",\"instructor_id\":\"rmp:458465\",\"instructor_name\":\"Anne Vila\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTM3Mjc4NjMz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/458465\"},{\"comment\":\"Definitely need to put in work to get an A in this class, but it was never overwhelming. I liked her since she was understanding as long as you communicated with her on outside conflicts.  I didn't have an issue with her grading, but it is definitely helpful to take good lecture notes to refer back on once you are writing the essays.  \",\"course_id\":\"FRENCH 321\",\"date\":\"2023-01-25 18:38:41 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"3c3ef2c1dd6cd67b5b6bac1d\",\"instructor_id\":\"rmp:458465\",\"instructor_name\":\"Anne Vila\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM3Mzc3ODUw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/458465\"}],\"evidence_count\":2,\"review_ids\":[\"c201f1daace27d13aebe8d13\",\"3c3ef2c1dd6cd67b5b6bac1d\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:458465\",\"name\":\"Anne Vila\"}],\"review_year_end\":\"2023\",\"review_year_start\":\"2023\"},\"sentiment\":\"positive\",\"summary\":\"The workload is generally manageable and not overwhelming, though it requires consistent effort and good note-taking for essays.\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_1ebf8723fbf65a227eab984e","course_id":"FRENCH 321","catalog_version_id":"f36bd52b2174c976380df0f34ffa567d3bfe6885919033aa1c68c8a749c60e33","record_version_id":"f59c7d29d9f869ffe2bf9029d4e4537714b9197dfeb37242dd24db44fe89aeab","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"3f8a34005eada4bac6b68ab5968c79aa5686f7255d6f6d8a5b8c598dd1a26ffb","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"48410d1f06c2e67abfdac5c11e4eee17afd6812903aed24d527a2a6e3c504c61\",\"course_id\":\"FRENCH 321\",\"current_instructors\":[{\"instructor_uid\":\"instructor_e0f380af00e034787ca4f85c\",\"message\":null,\"name\":\"Anne Vila\",\"review_status\":\"supported\",\"rmp_instructor_id\":\"rmp:458465\",\"summary\":[{\"citations\":[{\"instructor_name\":\"Anne Vila\",\"review_date\":\"2023-01-03 21:01:11 +0000 UTC\",\"review_id\":\"c201f1daace27d13aebe8d13\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:458465\",\"source_review_id\":\"UmF0aW5nLTM3Mjc4NjMz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/458465\",\"type\":\"review\"},{\"instructor_name\":\"Anne Vila\",\"review_date\":\"2023-01-25 18:38:41 +0000 UTC\",\"review_id\":\"3c3ef2c1dd6cd67b5b6bac1d\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:458465\",\"source_review_id\":\"UmF0aW5nLTM3Mzc3ODUw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/458465\",\"type\":\"review\"}],\"text\":\"Anne Vila facilitates engaging discussions and appears caring, though her accent is noted as distracting by some. She is open to questions and understanding regarding outside conflicts, provided students communicate effectively.\"},{\"citations\":[{\"instructor_name\":\"Anne Vila\",\"review_date\":\"2005-06-22 10:19:56 +0000 UTC\",\"review_id\":\"c9b4bf89ca231c5ff88781ca\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:458465\",\"source_review_id\":\"UmF0aW5nLTQwMjIzNDM=\",\"source_url\":\"https://www.ratemyprofessors.com/professor/458465\",\"type\":\"review\"}],\"text\":\"One historical review from 2005 cites Vila's accent as severely distracting, leading the student to drop the course. This review does not mention other aspects of the class.\"},{\"citations\":[{\"course_id\":\"FRENCH 321\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4720ba55-bfd9-3315-a8b2-3fb22265b148\",\"source_record\":{\"entity_id\":\"4720ba55-bfd9-3315-a8b2-3fb22265b148\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 321\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4720ba55-bfd9-3315-a8b2-3fb22265b148\",\"source_record\":{\"entity_id\":\"4720ba55-bfd9-3315-a8b2-3fb22265b148\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 321\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4720ba55-bfd9-3315-a8b2-3fb22265b148\",\"source_record\":{\"entity_id\":\"4720ba55-bfd9-3315-a8b2-3fb22265b148\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2019: 3.57 GPA, 75.9% A/AB (n=29 letter grades); Fall 2022: 3.59 GPA, 81.2% A/AB (n=16 letter grades); Spring 2025: 3.65 GPA, 82.6% A/AB (n=23 letter grades).\"}]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Anne Vila\",\"review_date\":\"2023-01-25 18:38:41 +0000 UTC\",\"review_id\":\"3c3ef2c1dd6cd67b5b6bac1d\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:458465\",\"source_review_id\":\"UmF0aW5nLTM3Mzc3ODUw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/458465\",\"type\":\"review\"}],\"text\":\"Students must put in work to get an A, but the workload is not overwhelming, and grading is not an issue.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Keith Busby\",\"review_date\":\"2005-06-23 14:14:36 +0000 UTC\",\"review_id\":\"5b61c0eddb8642204a9f3041\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:286941\",\"source_review_id\":\"UmF0aW5nLTQwMjY1NzM=\",\"source_url\":\"https://www.ratemyprofessors.com/professor/286941\",\"type\":\"review\"},{\"instructor_name\":\"Keith Busby\",\"review_date\":\"2014-10-17 23:15:16 +0000 UTC\",\"review_id\":\"b055c2489b100029b25316db\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:286941\",\"source_review_id\":\"UmF0aW5nLTIzNjY3MDk4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/286941\",\"type\":\"review\"},{\"instructor_name\":\"Florence Vatan\",\"review_date\":\"2015-11-09 21:00:16 +0000 UTC\",\"review_id\":\"4272fe3cc72b1c7bb1973089\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1557243\",\"source_review_id\":\"UmF0aW5nLTI1Mzc1OTA5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1557243\",\"type\":\"review\"}],\"text\":\"No reviews exist for current instructor Anne Vila. Historical reviews for Keith Busby show conflicting experiences, with one student reporting lenient grading and another calling him unhelpful and noting missed office hours. Florence Vatan received positive feedback for her engagement and helpfulness.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Anne Vila\",\"review_date\":\"2023-01-03 21:01:11 +0000 UTC\",\"review_id\":\"c201f1daace27d13aebe8d13\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:458465\",\"source_review_id\":\"UmF0aW5nLTM3Mjc4NjMz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/458465\",\"type\":\"review\"},{\"instructor_name\":\"Anne Vila\",\"review_date\":\"2023-01-25 18:38:41 +0000 UTC\",\"review_id\":\"3c3ef2c1dd6cd67b5b6bac1d\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:458465\",\"source_review_id\":\"UmF0aW5nLTM3Mzc3ODUw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/458465\",\"type\":\"review\"}],\"text\":\"Anne Vila teaches a fair and engaging class where she facilitates good discussions and cares about student success, though one reviewer found her accent distracting.\"},{\"citations\":[{\"course_id\":\"FRENCH 321\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"4720ba55-bfd9-3315-a8b2-3fb22265b148\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 321\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"4720ba55-bfd9-3315-a8b2-3fb22265b148\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 321\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"4720ba55-bfd9-3315-a8b2-3fb22265b148\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.65 GPA, 82.6% A/AB (n=23 letter grades); Fall 2025: 3.68 GPA, 85.7% A/AB (n=14 letter grades); Spring 2026: 3.70 GPA, 86.7% A/AB (n=15 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Anne Vila\",\"review_date\":\"2023-01-03 21:01:11 +0000 UTC\",\"review_id\":\"c201f1daace27d13aebe8d13\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:458465\",\"source_review_id\":\"UmF0aW5nLTM3Mjc4NjMz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/458465\",\"type\":\"review\"},{\"instructor_name\":\"Anne Vila\",\"review_date\":\"2023-01-25 18:38:41 +0000 UTC\",\"review_id\":\"3c3ef2c1dd6cd67b5b6bac1d\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:458465\",\"source_review_id\":\"UmF0aW5nLTM3Mzc3ODUw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/458465\",\"type\":\"review\"}],\"text\":\"Vila is open to questions and understanding regarding outside conflicts, but taking good lecture notes is helpful for writing essays.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"FRENCH 321\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"4720ba55-bfd9-3315-a8b2-3fb22265b148\",\"source_record\":{\"entity_id\":\"4720ba55-bfd9-3315-a8b2-3fb22265b148\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1122\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 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321\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4720ba55-bfd9-3315-a8b2-3fb22265b148\",\"source_record\":{\"entity_id\":\"4720ba55-bfd9-3315-a8b2-3fb22265b148\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 321\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4720ba55-bfd9-3315-a8b2-3fb22265b148\",\"source_record\":{\"entity_id\":\"4720ba55-bfd9-3315-a8b2-3fb22265b148\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 321\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4720ba55-bfd9-3315-a8b2-3fb22265b148\",\"source_record\":{\"entity_id\":\"4720ba55-bfd9-3315-a8b2-3fb22265b148\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 321\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4720ba55-bfd9-3315-a8b2-3fb22265b148\",\"source_record\":{\"entity_id\":\"4720ba55-bfd9-3315-a8b2-3fb22265b148\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 321\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4720ba55-bfd9-3315-a8b2-3fb22265b148\",\"source_record\":{\"entity_id\":\"4720ba55-bfd9-3315-a8b2-3fb22265b148\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"}],\"text\":\"ANNE VILA is recorded teaching in Fall 2011, Spring 2013, Spring 2014, Fall 2014, Spring 2015, Fall 2016, Spring 2017, Fall 2019, Fall 2022, Spring 2025. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"FRENCH 321\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"4720ba55-bfd9-3315-a8b2-3fb22265b148\",\"source_record\":{\"entity_id\":\"4720ba55-bfd9-3315-a8b2-3fb22265b148\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1114\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 321\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"4720ba55-bfd9-3315-a8b2-3fb22265b148\",\"source_record\":{\"entity_id\":\"4720ba55-bfd9-3315-a8b2-3fb22265b148\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1124\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 321\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4720ba55-bfd9-3315-a8b2-3fb22265b148\",\"source_record\":{\"entity_id\":\"4720ba55-bfd9-3315-a8b2-3fb22265b148\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 321\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4720ba55-bfd9-3315-a8b2-3fb22265b148\",\"source_record\":{\"entity_id\":\"4720ba55-bfd9-3315-a8b2-3fb22265b148\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 321\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4720ba55-bfd9-3315-a8b2-3fb22265b148\",\"source_record\":{\"entity_id\":\"4720ba55-bfd9-3315-a8b2-3fb22265b148\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"FLORENCE VATAN is recorded teaching in Spring 2011, Spring 2012, Fall 2015, Spring 2020, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"FRENCH 321\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"4720ba55-bfd9-3315-a8b2-3fb22265b148\",\"source_record\":{\"entity_id\":\"4720ba55-bfd9-3315-a8b2-3fb22265b148\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1082\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 321\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"4720ba55-bfd9-3315-a8b2-3fb22265b148\",\"source_record\":{\"entity_id\":\"4720ba55-bfd9-3315-a8b2-3fb22265b148\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1084\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 321\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4720ba55-bfd9-3315-a8b2-3fb22265b148\",\"source_record\":{\"entity_id\":\"4720ba55-bfd9-3315-a8b2-3fb22265b148\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1094\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 321\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"4720ba55-bfd9-3315-a8b2-3fb22265b148\",\"source_record\":{\"entity_id\":\"4720ba55-bfd9-3315-a8b2-3fb22265b148\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1104\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 321\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"4720ba55-bfd9-3315-a8b2-3fb22265b148\",\"source_record\":{\"entity_id\":\"4720ba55-bfd9-3315-a8b2-3fb22265b148\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"}],\"text\":\"KEITH BUSBY is recorded teaching in Fall 2007, Spring 2008, Spring 2009, Spring 2010, Fall 2010. Recorded history may be incomplete and does not establish a future schedule.\"}],\"term_id\":\"1272\",\"term_name\":\"2026 Fall\",\"version\":2}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true}]