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I would definitely recommend Nevine for any French class, just make sure to participate in class!\",\"course_id\":\"FRENCH 311\",\"date\":\"2024-12-23 05:40:48 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"c721d1a30d9af6a9443aeee4\",\"instructor_id\":\"rmp:1674645\",\"instructor_name\":\"Nevine El-Nossery\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQwNDIxMTcx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1674645\"},{\"comment\":\"Layout of the course felt unorganized and he gave lots of homework for each class used for discussions. Consistently had 1.5-3 hours of work to do before the class, three times a week. He also felt slightly condescending at times, though he was really nice outside of class. 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Her grading of written assignments was light and she offered lots of feedback. I would definitely recommend Nevine for any French class, just make sure to participate in class!\",\"course_id\":\"FRENCH 311\",\"date\":\"2024-12-23 05:40:48 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"c721d1a30d9af6a9443aeee4\",\"instructor_id\":\"rmp:1674645\",\"instructor_name\":\"Nevine El-Nossery\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQwNDIxMTcx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1674645\"},{\"comment\":\"Layout of the course felt unorganized and he gave lots of homework for each class used for discussions. Consistently had 1.5-3 hours of work to do before the class, three times a week. He also felt slightly condescending at times, though he was really nice outside of class. Not a hard grader and is very understanding, just unnecessary workload! \",\"course_id\":\"FRENCH 311\",\"date\":\"2026-03-12 03:37:24 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"81fef6d68db5e70d48ecec52\",\"instructor_id\":\"rmp:2355795\",\"instructor_name\":\"Peter Russella\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTQyNjkwNjI5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2355795\"}],\"evidence_count\":3,\"review_ids\":[\"ee1d5a974cfe4e20beb30752\",\"c721d1a30d9af6a9443aeee4\",\"81fef6d68db5e70d48ecec52\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1674645\",\"name\":\"Nevine El-Nossery\"},{\"id\":\"rmp:2355795\",\"name\":\"Peter Russella\"},{\"id\":\"rmp:2550331\",\"name\":\"Anaïs Boulard\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2020\"},\"sentiment\":\"positive\",\"summary\":\"Grading is generally described as light and understanding, with excellent feedback provided on papers by some instructors.\"},{\"aspect\":\"organization\",\"evidence\":[{\"comment\":\"first year teaching 311, and i doubt he will get better at it. he was unorganized, chose poor class materials, often confused due dates and entire assignments. brings nothing refreshing or original to classes, expects tons of busy work. also very self-centered. attendance is WAY too important to him. nice guy in theory though.\",\"course_id\":\"FRENCH 311\",\"date\":\"2006-04-14 00:39:47 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"5010c0cd69975274cc6dc83c\",\"instructor_id\":\"rmp:619204\",\"instructor_name\":\"Thomas Armbrecht\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTExNzA3NzM2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/619204\"},{\"comment\":\"Layout of the course felt unorganized and he gave lots of homework for each class used for discussions. 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I would definitely recommend him to another person, and I plan on taking more classes with him if I can. He's super nice and he can be really funny.\",\"course_id\":\"FRENCH 311\",\"date\":\"2016-03-30 23:15:21 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"ea1daf848a593d2598380513\",\"instructor_id\":\"rmp:2111939\",\"instructor_name\":\"Gilles Bousquet\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI2MjA3OTM3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2111939\"},{\"comment\":\"Such a fun professor! You can tell how much he cares about student learning and progress. The class itself felt very comfortable, and Andrew is great at conversing with students (he even encouraged us to address him using informal pronouns). As long as you do the work, it's an easy A. I would definitely recommend him as a professor!\",\"course_id\":\"FRENCH 311\",\"date\":\"2018-12-19 16:37:20 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"8e57410ca085e5515953a86a\",\"instructor_id\":\"rmp:543509\",\"instructor_name\":\"Andrew Irving\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMxMDk5NTY2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/543509\"},{\"comment\":\"Ana&iuml;s is the best French teacher I have had in college. She is from France so the way she teaches French ACTUALLY makes sense. She is caring, funny, and gives excellent feedback on all papers. The material in her class was interesting and she made it fun to participate. I would recommend anyone to take her class! She is an absolute pleasure!\",\"course_id\":\"FRENCH 311\",\"date\":\"2020-12-23 16:07:20 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"ee1d5a974cfe4e20beb30752\",\"instructor_id\":\"rmp:2550331\",\"instructor_name\":\"Anaïs Boulard\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0MTg1MjQ0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2550331\"},{\"comment\":\"Nevine was a great professor who knew her content well. Her grading of written assignments was light and she offered lots of feedback. I would definitely recommend Nevine for any French class, just make sure to participate in class!\",\"course_id\":\"FRENCH 311\",\"date\":\"2024-12-23 05:40:48 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"c721d1a30d9af6a9443aeee4\",\"instructor_id\":\"rmp:1674645\",\"instructor_name\":\"Nevine El-Nossery\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQwNDIxMTcx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1674645\"}],\"evidence_count\":4,\"review_ids\":[\"ea1daf848a593d2598380513\",\"8e57410ca085e5515953a86a\",\"ee1d5a974cfe4e20beb30752\",\"c721d1a30d9af6a9443aeee4\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1674645\",\"name\":\"Nevine El-Nossery\"},{\"id\":\"rmp:2111939\",\"name\":\"Gilles Bousquet\"},{\"id\":\"rmp:2550331\",\"name\":\"Anaïs Boulard\"},{\"id\":\"rmp:543509\",\"name\":\"Andrew Irving\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2016\"},\"sentiment\":\"positive\",\"summary\":\"Despite organizational issues, many students highly recommend the course and professors, citing a fun, comfortable, and rewarding learning environment.\"}]}","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_bb3d9749579e2a2d4e3fd30d","course_id":"FRENCH 311","catalog_version_id":"414a9182cd6a311135f2200a529009834f5fc6bf3797609530a0a0613a4e27c9","record_version_id":"493e26f7e6cde94660e41e68c581eb5c6e7e438d5c80651e3804754c6ace010b","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"289e56c3eb5ceb25633914b08b70c64f4fff5dbb5a1e17d2f2b77f751d3c05d5","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":null,\"course\":{\"course_number\":228,\"minimum_grade\":null,\"subjects\":[\"FRENCH\"],\"timing\":\"prior\"},\"evidence\":\"FRENCH 228\",\"id\":\"n0\",\"kind\":\"course\"}],\"notes\":[],\"root\":\"n0\",\"status\":\"parsed\"}","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_bb3d9749579e2a2d4e3fd30d","course_id":"FRENCH 311","catalog_version_id":"414a9182cd6a311135f2200a529009834f5fc6bf3797609530a0a0613a4e27c9","record_version_id":"493e26f7e6cde94660e41e68c581eb5c6e7e438d5c80651e3804754c6ace010b","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"289e56c3eb5ceb25633914b08b70c64f4fff5dbb5a1e17d2f2b77f751d3c05d5","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"FRENCH 228\",\"field\":\"description\",\"quote\":\"Enhance writing and speaking proficiency through cultural readings on France and the francophone world. 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I would definitely recommend him to another person, and I plan on taking more classes with him if I can. He's super nice and he can be really funny.\",\"course_id\":\"FRENCH 311\",\"date\":\"2016-03-30 23:15:21 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"ea1daf848a593d2598380513\",\"instructor_id\":\"rmp:2111939\",\"instructor_name\":\"Gilles Bousquet\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI2MjA3OTM3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2111939\"},{\"comment\":\"Such a fun professor! You can tell how much he cares about student learning and progress. The class itself felt very comfortable, and Andrew is great at conversing with students (he even encouraged us to address him using informal pronouns). As long as you do the work, it's an easy A. I would definitely recommend him as a professor!\",\"course_id\":\"FRENCH 311\",\"date\":\"2018-12-19 16:37:20 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"8e57410ca085e5515953a86a\",\"instructor_id\":\"rmp:543509\",\"instructor_name\":\"Andrew Irving\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMxMDk5NTY2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/543509\"},{\"comment\":\"Ana&iuml;s is the best French teacher I have had in college. She is from France so the way she teaches French ACTUALLY makes sense. She is caring, funny, and gives excellent feedback on all papers. The material in her class was interesting and she made it fun to participate. I would recommend anyone to take her class! She is an absolute pleasure!\",\"course_id\":\"FRENCH 311\",\"date\":\"2020-12-23 16:07:20 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"ee1d5a974cfe4e20beb30752\",\"instructor_id\":\"rmp:2550331\",\"instructor_name\":\"Anaïs Boulard\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0MTg1MjQ0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2550331\"},{\"comment\":\"Nevine was a great professor who knew her content well. Her grading of written assignments was light and she offered lots of feedback. I would definitely recommend Nevine for any French class, just make sure to participate in class!\",\"course_id\":\"FRENCH 311\",\"date\":\"2024-12-23 05:40:48 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"c721d1a30d9af6a9443aeee4\",\"instructor_id\":\"rmp:1674645\",\"instructor_name\":\"Nevine El-Nossery\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQwNDIxMTcx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1674645\"},{\"comment\":\"Layout of the course felt unorganized and he gave lots of homework for each class used for discussions. Consistently had 1.5-3 hours of work to do before the class, three times a week. He also felt slightly condescending at times, though he was really nice outside of class. Not a hard grader and is very understanding, just unnecessary workload! \",\"course_id\":\"FRENCH 311\",\"date\":\"2026-03-12 03:37:24 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"81fef6d68db5e70d48ecec52\",\"instructor_id\":\"rmp:2355795\",\"instructor_name\":\"Peter Russella\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTQyNjkwNjI5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2355795\"}],\"evidence_count\":6,\"review_ids\":[\"5010c0cd69975274cc6dc83c\",\"ea1daf848a593d2598380513\",\"8e57410ca085e5515953a86a\",\"ee1d5a974cfe4e20beb30752\",\"c721d1a30d9af6a9443aeee4\",\"81fef6d68db5e70d48ecec52\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1674645\",\"name\":\"Nevine El-Nossery\"},{\"id\":\"rmp:2111939\",\"name\":\"Gilles Bousquet\"},{\"id\":\"rmp:2355795\",\"name\":\"Peter Russella\"},{\"id\":\"rmp:2550331\",\"name\":\"Anaïs Boulard\"},{\"id\":\"rmp:543509\",\"name\":\"Andrew Irving\"},{\"id\":\"rmp:619204\",\"name\":\"Thomas Armbrecht\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2006\"},\"sentiment\":\"mixed\",\"summary\":\"Instructor effectiveness varies significantly. Some professors are described as encouraging, funny, and caring, creating a comfortable environment, while others are criticized for being unorganized, confusing, and self-centered.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"first year teaching 311, and i doubt he will get better at it. he was unorganized, chose poor class materials, often confused due dates and entire assignments. brings nothing refreshing or original to classes, expects tons of busy work. also very self-centered. attendance is WAY too important to him. nice guy in theory though.\",\"course_id\":\"FRENCH 311\",\"date\":\"2006-04-14 00:39:47 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"5010c0cd69975274cc6dc83c\",\"instructor_id\":\"rmp:619204\",\"instructor_name\":\"Thomas Armbrecht\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTExNzA3NzM2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/619204\"},{\"comment\":\"Such a fun professor! You can tell how much he cares about student learning and progress. The class itself felt very comfortable, and Andrew is great at conversing with students (he even encouraged us to address him using informal pronouns). As long as you do the work, it's an easy A. I would definitely recommend him as a professor!\",\"course_id\":\"FRENCH 311\",\"date\":\"2018-12-19 16:37:20 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"8e57410ca085e5515953a86a\",\"instructor_id\":\"rmp:543509\",\"instructor_name\":\"Andrew Irving\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMxMDk5NTY2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/543509\"},{\"comment\":\"Layout of the course felt unorganized and he gave lots of homework for each class used for discussions. Consistently had 1.5-3 hours of work to do before the class, three times a week. He also felt slightly condescending at times, though he was really nice outside of class. 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Some students found the class easy with light grading if they did the work, while others reported unnecessary heavy homework loads (1.5-3 hours per class) and busy work.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"Ana&iuml;s is the best French teacher I have had in college. She is from France so the way she teaches French ACTUALLY makes sense. She is caring, funny, and gives excellent feedback on all papers. The material in her class was interesting and she made it fun to participate. I would recommend anyone to take her class! She is an absolute pleasure!\",\"course_id\":\"FRENCH 311\",\"date\":\"2020-12-23 16:07:20 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"ee1d5a974cfe4e20beb30752\",\"instructor_id\":\"rmp:2550331\",\"instructor_name\":\"Anaïs Boulard\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0MTg1MjQ0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2550331\"},{\"comment\":\"Nevine was a great professor who knew her content well. Her grading of written assignments was light and she offered lots of feedback. I would definitely recommend Nevine for any French class, just make sure to participate in class!\",\"course_id\":\"FRENCH 311\",\"date\":\"2024-12-23 05:40:48 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"c721d1a30d9af6a9443aeee4\",\"instructor_id\":\"rmp:1674645\",\"instructor_name\":\"Nevine El-Nossery\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQwNDIxMTcx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1674645\"},{\"comment\":\"Layout of the course felt unorganized and he gave lots of homework for each class used for discussions. Consistently had 1.5-3 hours of work to do before the class, three times a week. He also felt slightly condescending at times, though he was really nice outside of class. Not a hard grader and is very understanding, just unnecessary workload! \",\"course_id\":\"FRENCH 311\",\"date\":\"2026-03-12 03:37:24 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"81fef6d68db5e70d48ecec52\",\"instructor_id\":\"rmp:2355795\",\"instructor_name\":\"Peter Russella\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTQyNjkwNjI5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2355795\"}],\"evidence_count\":3,\"review_ids\":[\"ee1d5a974cfe4e20beb30752\",\"c721d1a30d9af6a9443aeee4\",\"81fef6d68db5e70d48ecec52\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1674645\",\"name\":\"Nevine El-Nossery\"},{\"id\":\"rmp:2355795\",\"name\":\"Peter Russella\"},{\"id\":\"rmp:2550331\",\"name\":\"Anaïs Boulard\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2020\"},\"sentiment\":\"positive\",\"summary\":\"Grading is generally described as light and understanding, with excellent feedback provided on papers by some instructors.\"},{\"aspect\":\"organization\",\"evidence\":[{\"comment\":\"first year teaching 311, and i doubt he will get better at it. he was unorganized, chose poor class materials, often confused due dates and entire assignments. brings nothing refreshing or original to classes, expects tons of busy work. also very self-centered. attendance is WAY too important to him. nice guy in theory though.\",\"course_id\":\"FRENCH 311\",\"date\":\"2006-04-14 00:39:47 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"5010c0cd69975274cc6dc83c\",\"instructor_id\":\"rmp:619204\",\"instructor_name\":\"Thomas Armbrecht\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTExNzA3NzM2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/619204\"},{\"comment\":\"Layout of the course felt unorganized and he gave lots of homework for each class used for discussions. Consistently had 1.5-3 hours of work to do before the class, three times a week. He also felt slightly condescending at times, though he was really nice outside of class. Not a hard grader and is very understanding, just unnecessary workload! \",\"course_id\":\"FRENCH 311\",\"date\":\"2026-03-12 03:37:24 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"81fef6d68db5e70d48ecec52\",\"instructor_id\":\"rmp:2355795\",\"instructor_name\":\"Peter Russella\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTQyNjkwNjI5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2355795\"}],\"evidence_count\":2,\"review_ids\":[\"5010c0cd69975274cc6dc83c\",\"81fef6d68db5e70d48ecec52\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2355795\",\"name\":\"Peter Russella\"},{\"id\":\"rmp:619204\",\"name\":\"Thomas Armbrecht\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2006\"},\"sentiment\":\"negative\",\"summary\":\"Course organization is a frequent complaint, with reports of poor material selection, confused due dates, and unstructured layouts.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"Professor Bousquet is really encouraging of class participation, and he creates a good environment where people don't feel ridiculed. I would definitely recommend him to another person, and I plan on taking more classes with him if I can. He's super nice and he can be really funny.\",\"course_id\":\"FRENCH 311\",\"date\":\"2016-03-30 23:15:21 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"ea1daf848a593d2598380513\",\"instructor_id\":\"rmp:2111939\",\"instructor_name\":\"Gilles Bousquet\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI2MjA3OTM3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2111939\"},{\"comment\":\"Such a fun professor! You can tell how much he cares about student learning and progress. The class itself felt very comfortable, and Andrew is great at conversing with students (he even encouraged us to address him using informal pronouns). As long as you do the work, it's an easy A. I would definitely recommend him as a professor!\",\"course_id\":\"FRENCH 311\",\"date\":\"2018-12-19 16:37:20 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"8e57410ca085e5515953a86a\",\"instructor_id\":\"rmp:543509\",\"instructor_name\":\"Andrew Irving\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMxMDk5NTY2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/543509\"},{\"comment\":\"Ana&iuml;s is the best French teacher I have had in college. She is from France so the way she teaches French ACTUALLY makes sense. She is caring, funny, and gives excellent feedback on all papers. The material in her class was interesting and she made it fun to participate. I would recommend anyone to take her class! She is an absolute pleasure!\",\"course_id\":\"FRENCH 311\",\"date\":\"2020-12-23 16:07:20 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"ee1d5a974cfe4e20beb30752\",\"instructor_id\":\"rmp:2550331\",\"instructor_name\":\"Anaïs Boulard\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0MTg1MjQ0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2550331\"},{\"comment\":\"Nevine was a great professor who knew her content well. Her grading of written assignments was light and she offered lots of feedback. I would definitely recommend Nevine for any French class, just make sure to participate in class!\",\"course_id\":\"FRENCH 311\",\"date\":\"2024-12-23 05:40:48 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"c721d1a30d9af6a9443aeee4\",\"instructor_id\":\"rmp:1674645\",\"instructor_name\":\"Nevine El-Nossery\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQwNDIxMTcx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1674645\"}],\"evidence_count\":4,\"review_ids\":[\"ea1daf848a593d2598380513\",\"8e57410ca085e5515953a86a\",\"ee1d5a974cfe4e20beb30752\",\"c721d1a30d9af6a9443aeee4\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1674645\",\"name\":\"Nevine El-Nossery\"},{\"id\":\"rmp:2111939\",\"name\":\"Gilles Bousquet\"},{\"id\":\"rmp:2550331\",\"name\":\"Anaïs Boulard\"},{\"id\":\"rmp:543509\",\"name\":\"Andrew Irving\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2016\"},\"sentiment\":\"positive\",\"summary\":\"Despite organizational issues, many students highly recommend the course and professors, citing a fun, comfortable, and rewarding learning environment.\"}]}","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_bb3d9749579e2a2d4e3fd30d","course_id":"FRENCH 311","catalog_version_id":"414a9182cd6a311135f2200a529009834f5fc6bf3797609530a0a0613a4e27c9","record_version_id":"493e26f7e6cde94660e41e68c581eb5c6e7e438d5c80651e3804754c6ace010b","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"289e56c3eb5ceb25633914b08b70c64f4fff5dbb5a1e17d2f2b77f751d3c05d5","section":"student_summary","status":"invalid","value_json":"{\"context_hash\":\"26fd0d9c18396b1aac28cfcfee3696db19c3963cc0cf2d69baa52528160f5d25\",\"course_id\":\"FRENCH 311\",\"current_instructors\":[{\"instructor_uid\":\"instructor_49bf2b350fcef4068b74d737\",\"message\":\"No course-specific reviews available\",\"name\":\"Anne Theobald\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":\"rmp:2698080\",\"summary\":[{\"citations\":[{\"course_id\":\"FRENCH 311\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"9b9cc7c9-17e2-3658-bc0f-a98bbd07f46f\",\"source_record\":{\"entity_id\":\"9b9cc7c9-17e2-3658-bc0f-a98bbd07f46f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 311\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"9b9cc7c9-17e2-3658-bc0f-a98bbd07f46f\",\"source_record\":{\"entity_id\":\"9b9cc7c9-17e2-3658-bc0f-a98bbd07f46f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 311\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"9b9cc7c9-17e2-3658-bc0f-a98bbd07f46f\",\"source_record\":{\"entity_id\":\"9b9cc7c9-17e2-3658-bc0f-a98bbd07f46f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2022: 3.79 GPA, 96.6% A/AB (n=29 letter grades); 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Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"FRENCH 311\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"9b9cc7c9-17e2-3658-bc0f-a98bbd07f46f\",\"source_record\":{\"entity_id\":\"9b9cc7c9-17e2-3658-bc0f-a98bbd07f46f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"}],\"text\":\"GILLES BOUSQUET is recorded teaching in Spring 2016. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"FRENCH 311\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"9b9cc7c9-17e2-3658-bc0f-a98bbd07f46f\",\"source_record\":{\"entity_id\":\"9b9cc7c9-17e2-3658-bc0f-a98bbd07f46f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"}],\"text\":\"NEVINE EL-NOSSERY is recorded teaching in Fall 2024. 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I would definitely recommend him as a professor!\",\"course_id\":\"FRENCH 311\",\"date\":\"2018-12-19 16:37:20 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"8e57410ca085e5515953a86a\",\"instructor_id\":\"rmp:543509\",\"instructor_name\":\"Andrew Irving\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMxMDk5NTY2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/543509\"},{\"comment\":\"Ana&iuml;s is the best French teacher I have had in college. She is from France so the way she teaches French ACTUALLY makes sense. She is caring, funny, and gives excellent feedback on all papers. The material in her class was interesting and she made it fun to participate. I would recommend anyone to take her class! She is an absolute pleasure!\",\"course_id\":\"FRENCH 311\",\"date\":\"2020-12-23 16:07:20 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"ee1d5a974cfe4e20beb30752\",\"instructor_id\":\"rmp:2550331\",\"instructor_name\":\"Anaïs Boulard\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0MTg1MjQ0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2550331\"},{\"comment\":\"Nevine was a great professor who knew her content well. Her grading of written assignments was light and she offered lots of feedback. I would definitely recommend Nevine for any French class, just make sure to participate in class!\",\"course_id\":\"FRENCH 311\",\"date\":\"2024-12-23 05:40:48 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"c721d1a30d9af6a9443aeee4\",\"instructor_id\":\"rmp:1674645\",\"instructor_name\":\"Nevine El-Nossery\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQwNDIxMTcx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1674645\"},{\"comment\":\"Layout of the course felt unorganized and he gave lots of homework for each class used for discussions. Consistently had 1.5-3 hours of work to do before the class, three times a week. He also felt slightly condescending at times, though he was really nice outside of class. Not a hard grader and is very understanding, just unnecessary workload! \",\"course_id\":\"FRENCH 311\",\"date\":\"2026-03-12 03:37:24 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"81fef6d68db5e70d48ecec52\",\"instructor_id\":\"rmp:2355795\",\"instructor_name\":\"Peter Russella\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTQyNjkwNjI5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2355795\"}],\"evidence_count\":6,\"review_ids\":[\"5010c0cd69975274cc6dc83c\",\"ea1daf848a593d2598380513\",\"8e57410ca085e5515953a86a\",\"ee1d5a974cfe4e20beb30752\",\"c721d1a30d9af6a9443aeee4\",\"81fef6d68db5e70d48ecec52\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1674645\",\"name\":\"Nevine El-Nossery\"},{\"id\":\"rmp:2111939\",\"name\":\"Gilles Bousquet\"},{\"id\":\"rmp:2355795\",\"name\":\"Peter Russella\"},{\"id\":\"rmp:2550331\",\"name\":\"Anaïs Boulard\"},{\"id\":\"rmp:543509\",\"name\":\"Andrew Irving\"},{\"id\":\"rmp:619204\",\"name\":\"Thomas Armbrecht\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2006\"},\"sentiment\":\"mixed\",\"summary\":\"Instructor effectiveness varies significantly. Some professors are described as encouraging, funny, and caring, creating a comfortable environment, while others are criticized for being unorganized, confusing, and self-centered.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"first year teaching 311, and i doubt he will get better at it. he was unorganized, chose poor class materials, often confused due dates and entire assignments. brings nothing refreshing or original to classes, expects tons of busy work. also very self-centered. attendance is WAY too important to him. nice guy in theory though.\",\"course_id\":\"FRENCH 311\",\"date\":\"2006-04-14 00:39:47 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"5010c0cd69975274cc6dc83c\",\"instructor_id\":\"rmp:619204\",\"instructor_name\":\"Thomas Armbrecht\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTExNzA3NzM2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/619204\"},{\"comment\":\"Such a fun professor! You can tell how much he cares about student learning and progress. The class itself felt very comfortable, and Andrew is great at conversing with students (he even encouraged us to address him using informal pronouns). As long as you do the work, it's an easy A. I would definitely recommend him as a professor!\",\"course_id\":\"FRENCH 311\",\"date\":\"2018-12-19 16:37:20 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"8e57410ca085e5515953a86a\",\"instructor_id\":\"rmp:543509\",\"instructor_name\":\"Andrew Irving\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMxMDk5NTY2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/543509\"},{\"comment\":\"Layout of the course felt unorganized and he gave lots of homework for each class used for discussions. Consistently had 1.5-3 hours of work to do before the class, three times a week. He also felt slightly condescending at times, though he was really nice outside of class. Not a hard grader and is very understanding, just unnecessary workload! \",\"course_id\":\"FRENCH 311\",\"date\":\"2026-03-12 03:37:24 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"81fef6d68db5e70d48ecec52\",\"instructor_id\":\"rmp:2355795\",\"instructor_name\":\"Peter Russella\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTQyNjkwNjI5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2355795\"}],\"evidence_count\":3,\"review_ids\":[\"5010c0cd69975274cc6dc83c\",\"8e57410ca085e5515953a86a\",\"81fef6d68db5e70d48ecec52\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2355795\",\"name\":\"Peter Russella\"},{\"id\":\"rmp:543509\",\"name\":\"Andrew Irving\"},{\"id\":\"rmp:619204\",\"name\":\"Thomas Armbrecht\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2006\"},\"sentiment\":\"mixed\",\"summary\":\"Workload expectations are inconsistent. Some students found the class easy with light grading if they did the work, while others reported unnecessary heavy homework loads (1.5-3 hours per class) and busy work.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"Ana&iuml;s is the best French teacher I have had in college. She is from France so the way she teaches French ACTUALLY makes sense. She is caring, funny, and gives excellent feedback on all papers. The material in her class was interesting and she made it fun to participate. I would recommend anyone to take her class! She is an absolute pleasure!\",\"course_id\":\"FRENCH 311\",\"date\":\"2020-12-23 16:07:20 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"ee1d5a974cfe4e20beb30752\",\"instructor_id\":\"rmp:2550331\",\"instructor_name\":\"Anaïs Boulard\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0MTg1MjQ0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2550331\"},{\"comment\":\"Nevine was a great professor who knew her content well. Her grading of written assignments was light and she offered lots of feedback. I would definitely recommend Nevine for any French class, just make sure to participate in class!\",\"course_id\":\"FRENCH 311\",\"date\":\"2024-12-23 05:40:48 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"c721d1a30d9af6a9443aeee4\",\"instructor_id\":\"rmp:1674645\",\"instructor_name\":\"Nevine El-Nossery\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQwNDIxMTcx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1674645\"},{\"comment\":\"Layout of the course felt unorganized and he gave lots of homework for each class used for discussions. Consistently had 1.5-3 hours of work to do before the class, three times a week. He also felt slightly condescending at times, though he was really nice outside of class. Not a hard grader and is very understanding, just unnecessary workload! \",\"course_id\":\"FRENCH 311\",\"date\":\"2026-03-12 03:37:24 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"81fef6d68db5e70d48ecec52\",\"instructor_id\":\"rmp:2355795\",\"instructor_name\":\"Peter Russella\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTQyNjkwNjI5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2355795\"}],\"evidence_count\":3,\"review_ids\":[\"ee1d5a974cfe4e20beb30752\",\"c721d1a30d9af6a9443aeee4\",\"81fef6d68db5e70d48ecec52\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1674645\",\"name\":\"Nevine El-Nossery\"},{\"id\":\"rmp:2355795\",\"name\":\"Peter Russella\"},{\"id\":\"rmp:2550331\",\"name\":\"Anaïs Boulard\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2020\"},\"sentiment\":\"positive\",\"summary\":\"Grading is generally described as light and understanding, with excellent feedback provided on papers by some instructors.\"},{\"aspect\":\"organization\",\"evidence\":[{\"comment\":\"first year teaching 311, and i doubt he will get better at it. he was unorganized, chose poor class materials, often confused due dates and entire assignments. brings nothing refreshing or original to classes, expects tons of busy work. also very self-centered. attendance is WAY too important to him. nice guy in theory though.\",\"course_id\":\"FRENCH 311\",\"date\":\"2006-04-14 00:39:47 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"5010c0cd69975274cc6dc83c\",\"instructor_id\":\"rmp:619204\",\"instructor_name\":\"Thomas Armbrecht\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTExNzA3NzM2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/619204\"},{\"comment\":\"Layout of the course felt unorganized and he gave lots of homework for each class used for discussions. Consistently had 1.5-3 hours of work to do before the class, three times a week. He also felt slightly condescending at times, though he was really nice outside of class. Not a hard grader and is very understanding, just unnecessary workload! \",\"course_id\":\"FRENCH 311\",\"date\":\"2026-03-12 03:37:24 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"81fef6d68db5e70d48ecec52\",\"instructor_id\":\"rmp:2355795\",\"instructor_name\":\"Peter Russella\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTQyNjkwNjI5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2355795\"}],\"evidence_count\":2,\"review_ids\":[\"5010c0cd69975274cc6dc83c\",\"81fef6d68db5e70d48ecec52\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2355795\",\"name\":\"Peter Russella\"},{\"id\":\"rmp:619204\",\"name\":\"Thomas Armbrecht\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2006\"},\"sentiment\":\"negative\",\"summary\":\"Course organization is a frequent complaint, with reports of poor material selection, confused due dates, and unstructured layouts.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"Professor Bousquet is really encouraging of class participation, and he creates a good environment where people don't feel ridiculed. I would definitely recommend him to another person, and I plan on taking more classes with him if I can. He's super nice and he can be really funny.\",\"course_id\":\"FRENCH 311\",\"date\":\"2016-03-30 23:15:21 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"ea1daf848a593d2598380513\",\"instructor_id\":\"rmp:2111939\",\"instructor_name\":\"Gilles Bousquet\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI2MjA3OTM3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2111939\"},{\"comment\":\"Such a fun professor! You can tell how much he cares about student learning and progress. The class itself felt very comfortable, and Andrew is great at conversing with students (he even encouraged us to address him using informal pronouns). As long as you do the work, it's an easy A. I would definitely recommend him as a professor!\",\"course_id\":\"FRENCH 311\",\"date\":\"2018-12-19 16:37:20 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"8e57410ca085e5515953a86a\",\"instructor_id\":\"rmp:543509\",\"instructor_name\":\"Andrew Irving\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMxMDk5NTY2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/543509\"},{\"comment\":\"Ana&iuml;s is the best French teacher I have had in college. She is from France so the way she teaches French ACTUALLY makes sense. She is caring, funny, and gives excellent feedback on all papers. The material in her class was interesting and she made it fun to participate. I would recommend anyone to take her class! She is an absolute pleasure!\",\"course_id\":\"FRENCH 311\",\"date\":\"2020-12-23 16:07:20 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"ee1d5a974cfe4e20beb30752\",\"instructor_id\":\"rmp:2550331\",\"instructor_name\":\"Anaïs Boulard\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0MTg1MjQ0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2550331\"},{\"comment\":\"Nevine was a great professor who knew her content well. Her grading of written assignments was light and she offered lots of feedback. I would definitely recommend Nevine for any French class, just make sure to participate in class!\",\"course_id\":\"FRENCH 311\",\"date\":\"2024-12-23 05:40:48 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"c721d1a30d9af6a9443aeee4\",\"instructor_id\":\"rmp:1674645\",\"instructor_name\":\"Nevine El-Nossery\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQwNDIxMTcx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1674645\"}],\"evidence_count\":4,\"review_ids\":[\"ea1daf848a593d2598380513\",\"8e57410ca085e5515953a86a\",\"ee1d5a974cfe4e20beb30752\",\"c721d1a30d9af6a9443aeee4\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1674645\",\"name\":\"Nevine El-Nossery\"},{\"id\":\"rmp:2111939\",\"name\":\"Gilles Bousquet\"},{\"id\":\"rmp:2550331\",\"name\":\"Anaïs Boulard\"},{\"id\":\"rmp:543509\",\"name\":\"Andrew Irving\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2016\"},\"sentiment\":\"positive\",\"summary\":\"Despite organizational issues, many students highly recommend the course and professors, citing a fun, comfortable, and rewarding learning environment.\"}]}","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_bb3d9749579e2a2d4e3fd30d","course_id":"FRENCH 311","catalog_version_id":"414a9182cd6a311135f2200a529009834f5fc6bf3797609530a0a0613a4e27c9","record_version_id":"493e26f7e6cde94660e41e68c581eb5c6e7e438d5c80651e3804754c6ace010b","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"f9babedcf68772cb7c315633441a75365b752cba115d1cff9e2fc0093dcc7185","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"26fd0d9c18396b1aac28cfcfee3696db19c3963cc0cf2d69baa52528160f5d25\",\"course_id\":\"FRENCH 311\",\"current_instructors\":[{\"instructor_uid\":\"instructor_49bf2b350fcef4068b74d737\",\"message\":\"No course-specific reviews available\",\"name\":\"Anne Theobald\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":\"rmp:2698080\",\"summary\":[{\"citations\":[{\"course_id\":\"FRENCH 311\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"9b9cc7c9-17e2-3658-bc0f-a98bbd07f46f\",\"source_record\":{\"entity_id\":\"9b9cc7c9-17e2-3658-bc0f-a98bbd07f46f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 311\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"9b9cc7c9-17e2-3658-bc0f-a98bbd07f46f\",\"source_record\":{\"entity_id\":\"9b9cc7c9-17e2-3658-bc0f-a98bbd07f46f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 311\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"9b9cc7c9-17e2-3658-bc0f-a98bbd07f46f\",\"source_record\":{\"entity_id\":\"9b9cc7c9-17e2-3658-bc0f-a98bbd07f46f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2022: 3.79 GPA, 96.6% A/AB (n=29 letter grades); Fall 2023: 3.50 GPA, 73.1% A/AB (n=26 letter grades); Fall 2024: 3.76 GPA, 92.0% A/AB (n=25 letter grades).\"}]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Thomas Armbrecht\",\"review_date\":\"2006-04-14 00:39:47 +0000 UTC\",\"review_id\":\"5010c0cd69975274cc6dc83c\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:619204\",\"source_review_id\":\"UmF0aW5nLTExNzA3NzM2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/619204\",\"type\":\"review\"},{\"instructor_name\":\"Peter Russella\",\"review_date\":\"2026-03-12 03:37:24 +0000 UTC\",\"review_id\":\"81fef6d68db5e70d48ecec52\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2355795\",\"source_review_id\":\"UmF0aW5nLTQyNjkwNjI5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2355795\",\"type\":\"review\"}],\"text\":\"Historical reviews describe the workload as excessive, citing busy work and 1.5 to 3 hours of pre-class preparation per session, though one reviewer notes the instructor is not a hard grader.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Thomas Armbrecht\",\"review_date\":\"2006-04-14 00:39:47 +0000 UTC\",\"review_id\":\"5010c0cd69975274cc6dc83c\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:619204\",\"source_review_id\":\"UmF0aW5nLTExNzA3NzM2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/619204\",\"type\":\"review\"},{\"instructor_name\":\"Gilles Bousquet\",\"review_date\":\"2016-03-30 23:15:21 +0000 UTC\",\"review_id\":\"ea1daf848a593d2598380513\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2111939\",\"source_review_id\":\"UmF0aW5nLTI2MjA3OTM3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2111939\",\"type\":\"review\"},{\"instructor_name\":\"Andrew Irving\",\"review_date\":\"2018-12-19 16:37:20 +0000 UTC\",\"review_id\":\"8e57410ca085e5515953a86a\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:543509\",\"source_review_id\":\"UmF0aW5nLTMxMDk5NTY2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/543509\",\"type\":\"review\"},{\"instructor_name\":\"Anaïs Boulard\",\"review_date\":\"2020-12-23 16:07:20 +0000 UTC\",\"review_id\":\"ee1d5a974cfe4e20beb30752\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2550331\",\"source_review_id\":\"UmF0aW5nLTM0MTg1MjQ0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2550331\",\"type\":\"review\"},{\"instructor_name\":\"Nevine El-Nossery\",\"review_date\":\"2024-12-23 05:40:48 +0000 UTC\",\"review_id\":\"c721d1a30d9af6a9443aeee4\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1674645\",\"source_review_id\":\"UmF0aW5nLTQwNDIxMTcx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1674645\",\"type\":\"review\"},{\"instructor_name\":\"Peter Russella\",\"review_date\":\"2026-03-12 03:37:24 +0000 UTC\",\"review_id\":\"81fef6d68db5e70d48ecec52\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2355795\",\"source_review_id\":\"UmF0aW5nLTQyNjkwNjI5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2355795\",\"type\":\"review\"}],\"text\":\"Anne Theobald is the current instructor, but no reviews exist for her. Historical reviews for Thomas Armbrecht describe him as unorganized and self-centered with excessive busy work. Other instructors like Andrew Irving and Anaïs Boulard received praise for being engaging and supportive, while Peter Russella was noted for high workload despite lenient grading.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Gilles Bousquet\",\"review_date\":\"2016-03-30 23:15:21 +0000 UTC\",\"review_id\":\"ea1daf848a593d2598380513\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2111939\",\"source_review_id\":\"UmF0aW5nLTI2MjA3OTM3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2111939\",\"type\":\"review\"},{\"instructor_name\":\"Andrew Irving\",\"review_date\":\"2018-12-19 16:37:20 +0000 UTC\",\"review_id\":\"8e57410ca085e5515953a86a\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:543509\",\"source_review_id\":\"UmF0aW5nLTMxMDk5NTY2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/543509\",\"type\":\"review\"},{\"instructor_name\":\"Anaïs Boulard\",\"review_date\":\"2020-12-23 16:07:20 +0000 UTC\",\"review_id\":\"ee1d5a974cfe4e20beb30752\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2550331\",\"source_review_id\":\"UmF0aW5nLTM0MTg1MjQ0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2550331\",\"type\":\"review\"},{\"instructor_name\":\"Nevine El-Nossery\",\"review_date\":\"2024-12-23 05:40:48 +0000 UTC\",\"review_id\":\"c721d1a30d9af6a9443aeee4\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1674645\",\"source_review_id\":\"UmF0aW5nLTQwNDIxMTcx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1674645\",\"type\":\"review\"}],\"text\":\"Historical reviews describe FRENCH 311 as an engaging and supportive course with highly rated instructors who foster a comfortable learning environment and provide excellent feedback.\"},{\"citations\":[{\"course_id\":\"FRENCH 311\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"9b9cc7c9-17e2-3658-bc0f-a98bbd07f46f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 311\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"9b9cc7c9-17e2-3658-bc0f-a98bbd07f46f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 311\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"9b9cc7c9-17e2-3658-bc0f-a98bbd07f46f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2023: 3.50 GPA, 73.1% A/AB (n=26 letter grades); Fall 2024: 3.73 GPA, 91.7% A/AB (n=48 letter grades); Fall 2025: 3.91 GPA, 92.6% A/AB (n=27 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Gilles Bousquet\",\"review_date\":\"2016-03-30 23:15:21 +0000 UTC\",\"review_id\":\"ea1daf848a593d2598380513\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2111939\",\"source_review_id\":\"UmF0aW5nLTI2MjA3OTM3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2111939\",\"type\":\"review\"},{\"instructor_name\":\"Andrew Irving\",\"review_date\":\"2018-12-19 16:37:20 +0000 UTC\",\"review_id\":\"8e57410ca085e5515953a86a\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:543509\",\"source_review_id\":\"UmF0aW5nLTMxMDk5NTY2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/543509\",\"type\":\"review\"},{\"instructor_name\":\"Anaïs Boulard\",\"review_date\":\"2020-12-23 16:07:20 +0000 UTC\",\"review_id\":\"ee1d5a974cfe4e20beb30752\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2550331\",\"source_review_id\":\"UmF0aW5nLTM0MTg1MjQ0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2550331\",\"type\":\"review\"},{\"instructor_name\":\"Nevine El-Nossery\",\"review_date\":\"2024-12-23 05:40:48 +0000 UTC\",\"review_id\":\"c721d1a30d9af6a9443aeee4\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1674645\",\"source_review_id\":\"UmF0aW5nLTQwNDIxMTcx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1674645\",\"type\":\"review\"}],\"text\":\"Historical reviews of Anaïs Boulard, Andrew Irving, Gilles Bousquet, Nevine El-Nossery: Students report positive experiences with instructors who are caring, funny, and encouraging of participation, creating a fun and respectful classroom atmosphere.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"FRENCH 311\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"9b9cc7c9-17e2-3658-bc0f-a98bbd07f46f\",\"source_record\":{\"entity_id\":\"9b9cc7c9-17e2-3658-bc0f-a98bbd07f46f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 311\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"9b9cc7c9-17e2-3658-bc0f-a98bbd07f46f\",\"source_record\":{\"entity_id\":\"9b9cc7c9-17e2-3658-bc0f-a98bbd07f46f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"}],\"text\":\"ANAIS BOULARD is recorded teaching in Fall 2019, Spring 2020. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"FRENCH 311\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"9b9cc7c9-17e2-3658-bc0f-a98bbd07f46f\",\"source_record\":{\"entity_id\":\"9b9cc7c9-17e2-3658-bc0f-a98bbd07f46f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 311\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"9b9cc7c9-17e2-3658-bc0f-a98bbd07f46f\",\"source_record\":{\"entity_id\":\"9b9cc7c9-17e2-3658-bc0f-a98bbd07f46f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"}],\"text\":\"ANDREW IRVING is recorded teaching in Spring 2017, Fall 2018. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"FRENCH 311\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"9b9cc7c9-17e2-3658-bc0f-a98bbd07f46f\",\"source_record\":{\"entity_id\":\"9b9cc7c9-17e2-3658-bc0f-a98bbd07f46f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 311\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"9b9cc7c9-17e2-3658-bc0f-a98bbd07f46f\",\"source_record\":{\"entity_id\":\"9b9cc7c9-17e2-3658-bc0f-a98bbd07f46f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 311\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"9b9cc7c9-17e2-3658-bc0f-a98bbd07f46f\",\"source_record\":{\"entity_id\":\"9b9cc7c9-17e2-3658-bc0f-a98bbd07f46f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 311\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"9b9cc7c9-17e2-3658-bc0f-a98bbd07f46f\",\"source_record\":{\"entity_id\":\"9b9cc7c9-17e2-3658-bc0f-a98bbd07f46f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 311\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"9b9cc7c9-17e2-3658-bc0f-a98bbd07f46f\",\"source_record\":{\"entity_id\":\"9b9cc7c9-17e2-3658-bc0f-a98bbd07f46f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"}],\"text\":\"ANNE LOUISE THEOBALD is recorded teaching in Fall 2020, Fall 2021, Fall 2022, Fall 2023, Fall 2024. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"FRENCH 311\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"9b9cc7c9-17e2-3658-bc0f-a98bbd07f46f\",\"source_record\":{\"entity_id\":\"9b9cc7c9-17e2-3658-bc0f-a98bbd07f46f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"}],\"text\":\"GILLES BOUSQUET is recorded teaching in Spring 2016. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"FRENCH 311\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"9b9cc7c9-17e2-3658-bc0f-a98bbd07f46f\",\"source_record\":{\"entity_id\":\"9b9cc7c9-17e2-3658-bc0f-a98bbd07f46f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"}],\"text\":\"NEVINE EL-NOSSERY is recorded teaching in Fall 2024. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"FRENCH 311\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"9b9cc7c9-17e2-3658-bc0f-a98bbd07f46f\",\"source_record\":{\"entity_id\":\"9b9cc7c9-17e2-3658-bc0f-a98bbd07f46f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"PETER RUSSELLA is recorded teaching in 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":true}]