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Had much appreciated originality when it came to lesson plans as well.\",\"course_id\":\"FRENCH 102\",\"date\":\"2013-10-02 20:53:35 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"7e80271dbcf4dd37da55fa6a\",\"instructor_id\":\"rmp:1798739\",\"instructor_name\":\"Hugo Torres\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIyMTUzMzU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1798739\"}],\"evidence_count\":3,\"review_ids\":[\"c3cc057ce457fcaa70d7f384\",\"3e054ff5cc22fa83a14e9e47\",\"7e80271dbcf4dd37da55fa6a\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1798739\",\"name\":\"Hugo Torres\"},{\"id\":\"rmp:778248\",\"name\":\"Kristina Kosnick\"}],\"review_year_end\":\"2013\",\"review_year_start\":\"2005\"},\"sentiment\":\"positive\",\"summary\":\"Instructors are consistently described as clear, patient, and helpful, with many students noting they answer questions well and make the material accessible.\"},{\"aspect\":\"organization\",\"evidence\":[{\"comment\":\"Professor Catan has been my favorite professor I've had. 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Our classes were two hours long yet time seemed to fly by because of how entertaining he is. He provided amazing feedback on even small homework assignments. He is very understanding about extensions and is someone who simply raises our confidence when we make mistakes. 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Very passionate about the language & culture, absolutely will teach you as much as you want to learn beyond the course material, if you show the interest.  Not easy, but fair - expects you to put work in, but makes sure work is rewarding.  Had much appreciated originality when it came to lesson plans as well.\",\"course_id\":\"FRENCH 102\",\"date\":\"2013-10-02 20:53:35 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"7e80271dbcf4dd37da55fa6a\",\"instructor_id\":\"rmp:1798739\",\"instructor_name\":\"Hugo Torres\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIyMTUzMzU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1798739\"},{\"comment\":\"Hugo made learning French extremely fun! He's a great teacher and genuinely wants to help his students succeed. Hugo used movies/songs/articles (outside of our textbook) to make French relevant to our daily lives. Participate and speak up! Hugo is approachable and friendly. I would definitely take another course with him.\",\"course_id\":\"FRENCH 102\",\"date\":\"2013-10-02 21:20:08 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"2e3e04ad3a9c0f29f9d605f9\",\"instructor_id\":\"rmp:1798739\",\"instructor_name\":\"Hugo Torres\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIyMTUzNDI1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1798739\"}],\"evidence_count\":2,\"review_ids\":[\"7e80271dbcf4dd37da55fa6a\",\"2e3e04ad3a9c0f29f9d605f9\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1798739\",\"name\":\"Hugo Torres\"}],\"review_year_end\":\"2013\",\"review_year_start\":\"2013\"},\"sentiment\":\"positive\",\"summary\":\"Students appreciate professors who use diverse materials like movies and songs to make learning relevant and fun, enhancing understanding.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"really nice and helpful! it was a great class! if you can take it with Kristina, do it!\",\"course_id\":\"FRENCH 102\",\"date\":\"2006-01-07 18:41:52 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"bd328af167a130a161f60df1\",\"instructor_id\":\"rmp:778248\",\"instructor_name\":\"Kristina Kosnick\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTExMzIwNDUz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/778248\"},{\"comment\":\"Kristina riz-ocked!\\r I agree, if you can take the class with her, do it!  She laughed a lot and had command of the french language.  She loved to hear our ideas and was open to explaining anything.  I wish i could have her next semester...!\",\"course_id\":\"FRENCH 102\",\"date\":\"2006-01-09 16:22:35 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"8b4e91c996223d7d8951c377\",\"instructor_id\":\"rmp:778248\",\"instructor_name\":\"Kristina Kosnick\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTExMzMwNzYz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/778248\"},{\"comment\":\"Many language students say that there is one professor they encounter who really makes them fall in love with the language... Cari is hands-down this! She grades easily, cares about each and every student, and genuinely WANTS you to succeed. In my 5 years of french, she was the best teacher I ever had. Learned more in one semester than 2 years!\",\"course_id\":\"FRENCH 102\",\"date\":\"2017-02-15 14:21:47 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"d0d0354ed0781304652b0a68\",\"instructor_id\":\"rmp:1775098\",\"instructor_name\":\"Cara Torres\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI3ODMxMTQz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1775098\"}],\"evidence_count\":3,\"review_ids\":[\"bd328af167a130a161f60df1\",\"8b4e91c996223d7d8951c377\",\"d0d0354ed0781304652b0a68\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1775098\",\"name\":\"Cara Torres\"},{\"id\":\"rmp:778248\",\"name\":\"Kristina Kosnick\"}],\"review_year_end\":\"2017\",\"review_year_start\":\"2006\"},\"sentiment\":\"positive\",\"summary\":\"Overall, students have highly positive experiences, frequently recommending specific instructors and praising the enjoyable and supportive nature of the class.\"}]}","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_6312bcb19f18fc7dc0fc756a","course_id":"FRENCH 102","catalog_version_id":"c8bf62dea00c9feae3b7de558b5119e5d196f701959c0b7d8d161e84dc937a6b","record_version_id":"9a760d5034a3cf6c94860e45ff76a947ceced7131f84031758ff037f58083df1","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"378fa07447d0d225b90eefc100c6f90129dbf7033d6f0c0c370d882f077345ac","section":"student_summary","status":"invalid","value_json":"{\"context_hash\":\"9bbb88fe0ebcc0e78772bb966b60504fac634fafd4fde5d6a32d7e964115d9fb\",\"course_id\":\"FRENCH 102\",\"current_instructors\":[{\"instructor_uid\":\"instructor_ca166e1348b377d93f65019f\",\"message\":\"No course-specific reviews available\",\"name\":\"Audrey Jones\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[]},{\"instructor_uid\":\"instructor_fe95dc9b40826349c7130945\",\"message\":\"No course-specific reviews available\",\"name\":\"Esther Roux-Bourgeois\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[]},{\"instructor_uid\":\"instructor_31f2d12be257077ba4c2f269\",\"message\":\"No course-specific reviews available\",\"name\":\"J.T. Mahany\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[{\"citations\":[{\"course_id\":\"FRENCH 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"source_record\":{\"entity_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2026: 3.89 GPA, 88.9% A/AB (n=9 letter grades). Includes jointly taught sections.\"}]}],\"difficulty_workload\":[],\"errors\":[{\"error\":\"ModelAPIError: Connection error.\",\"instructor_uid\":null,\"mode\":\"history\"},{\"error\":\"ModelAPIError: Connection error.\",\"instructor_uid\":null,\"mode\":\"overview\"}],\"historical_context\":[],\"message\":null,\"offered\":true,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"course_id\":\"FRENCH 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.37 GPA, 66.7% A/AB (n=57 letter grades); Fall 2025: 3.90 GPA, 91.4% A/AB (n=35 letter grades); Spring 2026: 3.70 GPA, 88.6% A/AB (n=88 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"FRENCH 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"source_record\":{\"entity_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1142\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"source_record\":{\"entity_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1144\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":6,\"source_course_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"source_record\":{\"entity_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":8,\"source_course_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"source_record\":{\"entity_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1154\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":5,\"source_course_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"source_record\":{\"entity_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"}],\"text\":\"CARA TORRES is recorded teaching in Fall 2013, Spring 2014, Fall 2014, Spring 2015, Spring 2018. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"FRENCH 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":6,\"source_course_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"source_record\":{\"entity_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1142\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":7,\"source_course_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"source_record\":{\"entity_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1144\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"source_record\":{\"entity_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"source_record\":{\"entity_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":7,\"source_course_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"source_record\":{\"entity_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1154\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"source_record\":{\"entity_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"}],\"text\":\"CHARLES KILIAN is recorded teaching in Fall 2013, Spring 2014, Fall 2014, Spring 2015, Fall 2022. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"FRENCH 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":8,\"source_course_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"source_record\":{\"entity_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1142\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":8,\"source_course_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"source_record\":{\"entity_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1144\",\"type\":\"grade\"}],\"text\":\"FELY CATAN is recorded teaching in Fall 2013, Spring 2014. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"FRENCH 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"source_record\":{\"entity_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1122\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":6,\"source_course_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"source_record\":{\"entity_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1122\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":6,\"source_course_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"source_record\":{\"entity_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1124\",\"type\":\"grade\"}],\"text\":\"HUGO TORRES is recorded teaching in Fall 2011, Spring 2012. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"FRENCH 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"source_record\":{\"entity_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"J.T. MAHANY is recorded teaching in Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"FRENCH 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":5,\"source_course_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"source_record\":{\"entity_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1072\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":9,\"source_course_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"source_record\":{\"entity_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1074\",\"type\":\"grade\"}],\"text\":\"KRISTINA BETH KOSNICK is recorded teaching in Fall 2006, Spring 2007. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"FRENCH 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":5,\"source_course_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"source_record\":{\"entity_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"source_record\":{\"entity_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"source_record\":{\"entity_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"}],\"text\":\"MAGGIE HUGHES is recorded teaching in Spring 2017, Fall 2017, Spring 2018. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"FRENCH 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"source_record\":{\"entity_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1144\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"source_record\":{\"entity_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":5,\"source_course_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"source_record\":{\"entity_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"}],\"text\":\"SARAH FORZLEY is recorded teaching in Spring 2014, Fall 2015, Spring 2016. 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Had much appreciated originality when it came to lesson plans as well.\",\"course_id\":\"FRENCH 102\",\"date\":\"2013-10-02 20:53:35 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"7e80271dbcf4dd37da55fa6a\",\"instructor_id\":\"rmp:1798739\",\"instructor_name\":\"Hugo Torres\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIyMTUzMzU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1798739\"}],\"evidence_count\":3,\"review_ids\":[\"c3cc057ce457fcaa70d7f384\",\"3e054ff5cc22fa83a14e9e47\",\"7e80271dbcf4dd37da55fa6a\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1798739\",\"name\":\"Hugo Torres\"},{\"id\":\"rmp:778248\",\"name\":\"Kristina Kosnick\"}],\"review_year_end\":\"2013\",\"review_year_start\":\"2005\"},\"sentiment\":\"positive\",\"summary\":\"Instructors are consistently described as clear, patient, and helpful, with many students noting they answer questions well and make the material accessible.\"},{\"aspect\":\"organization\",\"evidence\":[{\"comment\":\"Professor Catan has been my favorite professor I've had. 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Very passionate about the language & culture, absolutely will teach you as much as you want to learn beyond the course material, if you show the interest.  Not easy, but fair - expects you to put work in, but makes sure work is rewarding.  Had much appreciated originality when it came to lesson plans as well.\",\"course_id\":\"FRENCH 102\",\"date\":\"2013-10-02 20:53:35 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"7e80271dbcf4dd37da55fa6a\",\"instructor_id\":\"rmp:1798739\",\"instructor_name\":\"Hugo Torres\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIyMTUzMzU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1798739\"},{\"comment\":\"Hugo made learning French extremely fun! He's a great teacher and genuinely wants to help his students succeed. Hugo used movies/songs/articles (outside of our textbook) to make French relevant to our daily lives. Participate and speak up! Hugo is approachable and friendly. 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She laughed a lot and had command of the french language.  She loved to hear our ideas and was open to explaining anything.  I wish i could have her next semester...!\",\"course_id\":\"FRENCH 102\",\"date\":\"2006-01-09 16:22:35 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"8b4e91c996223d7d8951c377\",\"instructor_id\":\"rmp:778248\",\"instructor_name\":\"Kristina Kosnick\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTExMzMwNzYz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/778248\"},{\"comment\":\"Many language students say that there is one professor they encounter who really makes them fall in love with the language... Cari is hands-down this! She grades easily, cares about each and every student, and genuinely WANTS you to succeed. In my 5 years of french, she was the best teacher I ever had. Learned more in one semester than 2 years!\",\"course_id\":\"FRENCH 102\",\"date\":\"2017-02-15 14:21:47 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"d0d0354ed0781304652b0a68\",\"instructor_id\":\"rmp:1775098\",\"instructor_name\":\"Cara Torres\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI3ODMxMTQz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1775098\"}],\"evidence_count\":3,\"review_ids\":[\"bd328af167a130a161f60df1\",\"8b4e91c996223d7d8951c377\",\"d0d0354ed0781304652b0a68\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1775098\",\"name\":\"Cara Torres\"},{\"id\":\"rmp:778248\",\"name\":\"Kristina Kosnick\"}],\"review_year_end\":\"2017\",\"review_year_start\":\"2006\"},\"sentiment\":\"positive\",\"summary\":\"Overall, students have highly positive experiences, frequently recommending specific instructors and praising the enjoyable and supportive nature of the class.\"}]}","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_6312bcb19f18fc7dc0fc756a","course_id":"FRENCH 102","catalog_version_id":"c8bf62dea00c9feae3b7de558b5119e5d196f701959c0b7d8d161e84dc937a6b","record_version_id":"9a760d5034a3cf6c94860e45ff76a947ceced7131f84031758ff037f58083df1","job_id":"enrich-b6d8f78c1be0d523cf09d00d","output_id":"6f10f9377f4b610d0120ea0eb7dc0c6c77de581d1b892511de40a592c9050620","section":"student_summary","status":"invalid","value_json":"{\"context_hash\":\"9bbb88fe0ebcc0e78772bb966b60504fac634fafd4fde5d6a32d7e964115d9fb\",\"course_id\":\"FRENCH 102\",\"current_instructors\":[{\"instructor_uid\":\"instructor_ca166e1348b377d93f65019f\",\"message\":\"No course-specific reviews available\",\"name\":\"Audrey Jones\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[]},{\"instructor_uid\":\"instructor_fe95dc9b40826349c7130945\",\"message\":\"No course-specific reviews available\",\"name\":\"Esther Roux-Bourgeois\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[]},{\"instructor_uid\":\"instructor_31f2d12be257077ba4c2f269\",\"message\":\"No course-specific reviews available\",\"name\":\"J.T. Mahany\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[{\"citations\":[{\"course_id\":\"FRENCH 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"source_record\":{\"entity_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2026: 3.89 GPA, 88.9% A/AB (n=9 letter grades). Includes jointly taught sections.\"}]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Hugo Torres\",\"review_date\":\"2013-10-02 20:53:35 +0000 UTC\",\"review_id\":\"7e80271dbcf4dd37da55fa6a\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1798739\",\"source_review_id\":\"UmF0aW5nLTIyMTUzMzU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1798739\",\"type\":\"review\"},{\"instructor_name\":\"Maggie Hughes\",\"review_date\":\"2017-08-31 11:30:09 +0000 UTC\",\"review_id\":\"fac146074c01348eefeff9ae\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2246691\",\"source_review_id\":\"UmF0aW5nLTI4NjUxNTQ2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2246691\",\"type\":\"review\"},{\"instructor_name\":\"Maggie Hughes\",\"review_date\":\"2022-09-25 00:12:29 +0000 UTC\",\"review_id\":\"7593617b229bdd3b909c6473\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2246691\",\"source_review_id\":\"UmF0aW5nLTM2NjU5Mjk5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2246691\",\"type\":\"review\"}],\"text\":\"Historical reviews of Hugo Torres, Maggie Hughes: Workload expectations vary by instructor. Some teachers are described as fair but requiring effort, while others are noted as tough graders who demand participation and hard work for good grades.\"}],\"errors\":[{\"error\":\"UnexpectedModelBehavior: Exceeded maximum output retries (2)\",\"instructor_uid\":null,\"mode\":\"history\"}],\"historical_context\":[],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Kristina Kosnick\",\"review_date\":\"2005-12-12 18:57:48 +0000 UTC\",\"review_id\":\"c3cc057ce457fcaa70d7f384\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:778248\",\"source_review_id\":\"UmF0aW5nLTExMTMwNTUy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/778248\",\"type\":\"review\"},{\"instructor_name\":\"Kristina Kosnick\",\"review_date\":\"2006-04-11 19:26:49 +0000 UTC\",\"review_id\":\"3e054ff5cc22fa83a14e9e47\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:778248\",\"source_review_id\":\"UmF0aW5nLTExNjk0MTAy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/778248\",\"type\":\"review\"},{\"instructor_name\":\"Hugo Torres\",\"review_date\":\"2013-10-02 20:53:35 +0000 UTC\",\"review_id\":\"7e80271dbcf4dd37da55fa6a\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1798739\",\"source_review_id\":\"UmF0aW5nLTIyMTUzMzU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1798739\",\"type\":\"review\"},{\"instructor_name\":\"Hugo Torres\",\"review_date\":\"2013-10-02 21:20:08 +0000 UTC\",\"review_id\":\"2e3e04ad3a9c0f29f9d605f9\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1798739\",\"source_review_id\":\"UmF0aW5nLTIyMTUzNDI1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1798739\",\"type\":\"review\"},{\"instructor_name\":\"Cara Torres\",\"review_date\":\"2014-07-29 11:45:14 +0000 UTC\",\"review_id\":\"aa1e549e2c704829617e7464\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1775098\",\"source_review_id\":\"UmF0aW5nLTIzNDgwODgz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1775098\",\"type\":\"review\"},{\"instructor_name\":\"Sarah Forzley\",\"review_date\":\"2016-04-21 12:35:48 +0000 UTC\",\"review_id\":\"7f2029bd7eb5c315e8ae3bce\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2104776\",\"source_review_id\":\"UmF0aW5nLTI2MzQ2Mjkx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2104776\",\"type\":\"review\"},{\"instructor_name\":\"Cara Torres\",\"review_date\":\"2017-02-15 14:21:47 +0000 UTC\",\"review_id\":\"d0d0354ed0781304652b0a68\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1775098\",\"source_review_id\":\"UmF0aW5nLTI3ODMxMTQz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1775098\",\"type\":\"review\"},{\"instructor_name\":\"Charles Kilian\",\"review_date\":\"2023-01-05 01:12:54 +0000 UTC\",\"review_id\":\"73ae08bcd6b9d60eb8a5ac5e\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2242745\",\"source_review_id\":\"UmF0aW5nLTM3Mjg1NzE3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2242745\",\"type\":\"review\"}],\"text\":\"Historical reviews highlight engaging, supportive instructors who make learning French enjoyable and accessible. Students frequently praise clear teaching, passion for the subject, and a positive classroom atmosphere across various terms.\"},{\"citations\":[{\"course_id\":\"FRENCH 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.37 GPA, 66.7% A/AB (n=57 letter grades); Fall 2025: 3.90 GPA, 91.4% A/AB (n=35 letter grades); Spring 2026: 3.70 GPA, 88.6% A/AB (n=88 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Charles Kilian\",\"review_date\":\"2023-01-05 01:12:54 +0000 UTC\",\"review_id\":\"73ae08bcd6b9d60eb8a5ac5e\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2242745\",\"source_review_id\":\"UmF0aW5nLTM3Mjg1NzE3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2242745\",\"type\":\"review\"},{\"instructor_name\":\"Fely Catan\",\"review_date\":\"2024-04-24 17:52:16 +0000 UTC\",\"review_id\":\"68abe2f4bc83ed83401f2a57\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1874545\",\"source_review_id\":\"UmF0aW5nLTM5MjUzMTUz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1874545\",\"type\":\"review\"}],\"text\":\"Historical reviews of Charles Kilian, Fely Catan: Experiences range from highly entertaining classes with supportive feedback to frustrating sessions marked by disorganization and limited instructor accessibility outside of class hours.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"FRENCH 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"source_record\":{\"entity_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1142\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"source_record\":{\"entity_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1144\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":6,\"source_course_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"source_record\":{\"entity_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":8,\"source_course_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"source_record\":{\"entity_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1154\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":5,\"source_course_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"source_record\":{\"entity_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"}],\"text\":\"CARA TORRES is recorded teaching in Fall 2013, Spring 2014, Fall 2014, Spring 2015, Spring 2018. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"FRENCH 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":6,\"source_course_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"source_record\":{\"entity_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1142\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":7,\"source_course_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"source_record\":{\"entity_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1144\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"source_record\":{\"entity_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"source_record\":{\"entity_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":7,\"source_course_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"source_record\":{\"entity_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1154\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"source_record\":{\"entity_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"}],\"text\":\"CHARLES KILIAN is recorded teaching in Fall 2013, Spring 2014, Fall 2014, Spring 2015, Fall 2022. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"FRENCH 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":8,\"source_course_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"source_record\":{\"entity_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1142\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":8,\"source_course_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"source_record\":{\"entity_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1144\",\"type\":\"grade\"}],\"text\":\"FELY CATAN is recorded teaching in Fall 2013, Spring 2014. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"FRENCH 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"source_record\":{\"entity_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1122\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":6,\"source_course_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"source_record\":{\"entity_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1122\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":6,\"source_course_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"source_record\":{\"entity_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1124\",\"type\":\"grade\"}],\"text\":\"HUGO TORRES is recorded teaching in Fall 2011, Spring 2012. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"FRENCH 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"source_record\":{\"entity_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"J.T. MAHANY is recorded teaching in Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"FRENCH 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":5,\"source_course_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"source_record\":{\"entity_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1072\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":9,\"source_course_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"source_record\":{\"entity_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1074\",\"type\":\"grade\"}],\"text\":\"KRISTINA BETH KOSNICK is recorded teaching in Fall 2006, Spring 2007. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"FRENCH 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":5,\"source_course_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"source_record\":{\"entity_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"source_record\":{\"entity_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"source_record\":{\"entity_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"}],\"text\":\"MAGGIE HUGHES is recorded teaching in Spring 2017, Fall 2017, Spring 2018. 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One of my favorites!\",\"course_id\":\"FRENCH 102\",\"date\":\"2006-04-11 19:26:49 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"3e054ff5cc22fa83a14e9e47\",\"instructor_id\":\"rmp:778248\",\"instructor_name\":\"Kristina Kosnick\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTExNjk0MTAy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/778248\"},{\"comment\":\"Great instructor.  Very passionate about the language & culture, absolutely will teach you as much as you want to learn beyond the course material, if you show the interest.  Not easy, but fair - expects you to put work in, but makes sure work is rewarding.  Had much appreciated originality when it came to lesson plans as well.\",\"course_id\":\"FRENCH 102\",\"date\":\"2013-10-02 20:53:35 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"7e80271dbcf4dd37da55fa6a\",\"instructor_id\":\"rmp:1798739\",\"instructor_name\":\"Hugo Torres\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIyMTUzMzU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1798739\"}],\"evidence_count\":3,\"review_ids\":[\"c3cc057ce457fcaa70d7f384\",\"3e054ff5cc22fa83a14e9e47\",\"7e80271dbcf4dd37da55fa6a\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1798739\",\"name\":\"Hugo Torres\"},{\"id\":\"rmp:778248\",\"name\":\"Kristina Kosnick\"}],\"review_year_end\":\"2013\",\"review_year_start\":\"2005\"},\"sentiment\":\"positive\",\"summary\":\"Instructors are consistently described as clear, patient, and helpful, with many students noting they answer questions well and make the material accessible.\"},{\"aspect\":\"organization\",\"evidence\":[{\"comment\":\"Professor Catan has been my favorite professor I've had. I took French and its Empire course and I learned so much in that class. I feel like she truly cares for the students. She is one of the few professors I felt like I could talk to and overall her class is just very enjoyable. I highly recommend the class and her as a professor. \",\"course_id\":\"FRENCH 102\",\"date\":\"2023-06-16 15:17:03 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"af375e5e168a0cb567e23475\",\"instructor_id\":\"rmp:1874545\",\"instructor_name\":\"Fely Catan\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM4MDUwMjQw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1874545\"},{\"comment\":\"I had Prof Catan for French 2 at Pitzer. She's very laid-back and accommodating, but somewhat disorganized. Tests often get pushed back, which is helpful if we don't understand the material but difficult to plan for. She does this to accommodate for her students though, which I really appreciate. 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Super easy grader -- willing to make class very interesting! Take her if you can!\",\"course_id\":\"FRENCH 102\",\"date\":\"2014-07-29 11:45:14 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"aa1e549e2c704829617e7464\",\"instructor_id\":\"rmp:1775098\",\"instructor_name\":\"Cara Torres\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIzNDgwODgz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1775098\"},{\"comment\":\"She's a beauty. But she is also a tough grader. 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Super easy grader -- willing to make class very interesting! Take her if you can!\",\"course_id\":\"FRENCH 102\",\"date\":\"2014-07-29 11:45:14 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"aa1e549e2c704829617e7464\",\"instructor_id\":\"rmp:1775098\",\"instructor_name\":\"Cara Torres\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIzNDgwODgz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1775098\"},{\"comment\":\"She's a beauty. But she is also a tough grader. I wouldn't have gotten an A without participating in an activity which gave me extra credit.\",\"course_id\":\"FRENCH 102\",\"date\":\"2017-08-31 11:30:09 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"fac146074c01348eefeff9ae\",\"instructor_id\":\"rmp:2246691\",\"instructor_name\":\"Maggie Hughes\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTI4NjUxNTQ2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2246691\"},{\"comment\":\"Charles is the professor we all need. Our classes were two hours long yet time seemed to fly by because of how entertaining he is. He provided amazing feedback on even small homework assignments. He is very understanding about extensions and is someone who simply raises our confidence when we make mistakes. Also, brought us snacks every week :)\",\"course_id\":\"FRENCH 102\",\"date\":\"2023-01-05 01:12:54 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"73ae08bcd6b9d60eb8a5ac5e\",\"instructor_id\":\"rmp:2242745\",\"instructor_name\":\"Charles Kilian\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM3Mjg1NzE3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2242745\"}],\"evidence_count\":3,\"review_ids\":[\"aa1e549e2c704829617e7464\",\"fac146074c01348eefeff9ae\",\"73ae08bcd6b9d60eb8a5ac5e\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1775098\",\"name\":\"Cara Torres\"},{\"id\":\"rmp:2242745\",\"name\":\"Charles Kilian\"},{\"id\":\"rmp:2246691\",\"name\":\"Maggie Hughes\"}],\"review_year_end\":\"2023\",\"review_year_start\":\"2014\"},\"sentiment\":\"mixed\",\"summary\":\"Grading styles range from easy and accommodating to tough, with some professors requiring participation for extra credit or high grades.\"},{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Great instructor.  Very passionate about the language & culture, absolutely will teach you as much as you want to learn beyond the course material, if you show the interest.  Not easy, but fair - expects you to put work in, but makes sure work is rewarding.  Had much appreciated originality when it came to lesson plans as well.\",\"course_id\":\"FRENCH 102\",\"date\":\"2013-10-02 20:53:35 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"7e80271dbcf4dd37da55fa6a\",\"instructor_id\":\"rmp:1798739\",\"instructor_name\":\"Hugo Torres\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIyMTUzMzU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1798739\"},{\"comment\":\"Hugo made learning French extremely fun! He's a great teacher and genuinely wants to help his students succeed. Hugo used movies/songs/articles (outside of our textbook) to make French relevant to our daily lives. Participate and speak up! Hugo is approachable and friendly. I would definitely take another course with him.\",\"course_id\":\"FRENCH 102\",\"date\":\"2013-10-02 21:20:08 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"2e3e04ad3a9c0f29f9d605f9\",\"instructor_id\":\"rmp:1798739\",\"instructor_name\":\"Hugo Torres\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIyMTUzNDI1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1798739\"}],\"evidence_count\":2,\"review_ids\":[\"7e80271dbcf4dd37da55fa6a\",\"2e3e04ad3a9c0f29f9d605f9\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1798739\",\"name\":\"Hugo Torres\"}],\"review_year_end\":\"2013\",\"review_year_start\":\"2013\"},\"sentiment\":\"positive\",\"summary\":\"Students appreciate professors who use diverse materials like movies and songs to make learning relevant and fun, enhancing understanding.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"really nice and helpful! it was a great class! if you can take it with Kristina, do it!\",\"course_id\":\"FRENCH 102\",\"date\":\"2006-01-07 18:41:52 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"bd328af167a130a161f60df1\",\"instructor_id\":\"rmp:778248\",\"instructor_name\":\"Kristina Kosnick\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTExMzIwNDUz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/778248\"},{\"comment\":\"Kristina riz-ocked!\\r I agree, if you can take the class with her, do it!  She laughed a lot and had command of the french language.  She loved to hear our ideas and was open to explaining anything.  I wish i could have her next semester...!\",\"course_id\":\"FRENCH 102\",\"date\":\"2006-01-09 16:22:35 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"8b4e91c996223d7d8951c377\",\"instructor_id\":\"rmp:778248\",\"instructor_name\":\"Kristina Kosnick\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTExMzMwNzYz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/778248\"},{\"comment\":\"Many language students say that there is one professor they encounter who really makes them fall in love with the language... Cari is hands-down this! She grades easily, cares about each and every student, and genuinely WANTS you to succeed. In my 5 years of french, she was the best teacher I ever had. Learned more in one semester than 2 years!\",\"course_id\":\"FRENCH 102\",\"date\":\"2017-02-15 14:21:47 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"d0d0354ed0781304652b0a68\",\"instructor_id\":\"rmp:1775098\",\"instructor_name\":\"Cara Torres\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI3ODMxMTQz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1775098\"}],\"evidence_count\":3,\"review_ids\":[\"bd328af167a130a161f60df1\",\"8b4e91c996223d7d8951c377\",\"d0d0354ed0781304652b0a68\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1775098\",\"name\":\"Cara Torres\"},{\"id\":\"rmp:778248\",\"name\":\"Kristina Kosnick\"}],\"review_year_end\":\"2017\",\"review_year_start\":\"2006\"},\"sentiment\":\"positive\",\"summary\":\"Overall, students have highly positive experiences, frequently recommending specific instructors and praising the enjoyable and supportive nature of the class.\"}]}","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_6312bcb19f18fc7dc0fc756a","course_id":"FRENCH 102","catalog_version_id":"c8bf62dea00c9feae3b7de558b5119e5d196f701959c0b7d8d161e84dc937a6b","record_version_id":"9a760d5034a3cf6c94860e45ff76a947ceced7131f84031758ff037f58083df1","job_id":"enrich-ecec1f3f4caeb54e8f45ffe2","output_id":"9a461120524c33446bfa3f4a491a14a86c5e7a3f43f706ad16c519ab8df55cba","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"9bbb88fe0ebcc0e78772bb966b60504fac634fafd4fde5d6a32d7e964115d9fb\",\"course_id\":\"FRENCH 102\",\"current_instructors\":[{\"instructor_uid\":\"instructor_ca166e1348b377d93f65019f\",\"message\":\"No course-specific reviews available\",\"name\":\"Audrey Jones\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[]},{\"instructor_uid\":\"instructor_fe95dc9b40826349c7130945\",\"message\":\"No course-specific reviews available\",\"name\":\"Esther Roux-Bourgeois\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[]},{\"instructor_uid\":\"instructor_31f2d12be257077ba4c2f269\",\"message\":\"No course-specific reviews available\",\"name\":\"J.T. Mahany\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[{\"citations\":[{\"course_id\":\"FRENCH 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"source_record\":{\"entity_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2026: 3.89 GPA, 88.9% A/AB (n=9 letter grades). Includes jointly taught sections.\"}]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Hugo Torres\",\"review_date\":\"2013-10-02 20:53:35 +0000 UTC\",\"review_id\":\"7e80271dbcf4dd37da55fa6a\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1798739\",\"source_review_id\":\"UmF0aW5nLTIyMTUzMzU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1798739\",\"type\":\"review\"},{\"instructor_name\":\"Maggie Hughes\",\"review_date\":\"2017-08-31 11:30:09 +0000 UTC\",\"review_id\":\"fac146074c01348eefeff9ae\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2246691\",\"source_review_id\":\"UmF0aW5nLTI4NjUxNTQ2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2246691\",\"type\":\"review\"},{\"instructor_name\":\"Maggie Hughes\",\"review_date\":\"2022-09-25 00:12:29 +0000 UTC\",\"review_id\":\"7593617b229bdd3b909c6473\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2246691\",\"source_review_id\":\"UmF0aW5nLTM2NjU5Mjk5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2246691\",\"type\":\"review\"}],\"text\":\"Historical reviews of Hugo Torres, Maggie Hughes: Workload expectations vary by instructor. Some teachers are described as fair but requiring effort, while others are noted as tough graders who demand participation and hard work for good grades.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Kristina Kosnick\",\"review_date\":\"2005-12-12 18:57:48 +0000 UTC\",\"review_id\":\"c3cc057ce457fcaa70d7f384\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:778248\",\"source_review_id\":\"UmF0aW5nLTExMTMwNTUy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/778248\",\"type\":\"review\"},{\"instructor_name\":\"Kristina Kosnick\",\"review_date\":\"2006-04-11 19:26:49 +0000 UTC\",\"review_id\":\"3e054ff5cc22fa83a14e9e47\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:778248\",\"source_review_id\":\"UmF0aW5nLTExNjk0MTAy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/778248\",\"type\":\"review\"},{\"instructor_name\":\"Hugo Torres\",\"review_date\":\"2013-10-02 20:53:35 +0000 UTC\",\"review_id\":\"7e80271dbcf4dd37da55fa6a\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1798739\",\"source_review_id\":\"UmF0aW5nLTIyMTUzMzU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1798739\",\"type\":\"review\"},{\"instructor_name\":\"Hugo Torres\",\"review_date\":\"2013-10-02 21:20:08 +0000 UTC\",\"review_id\":\"2e3e04ad3a9c0f29f9d605f9\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1798739\",\"source_review_id\":\"UmF0aW5nLTIyMTUzNDI1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1798739\",\"type\":\"review\"},{\"instructor_name\":\"Cara Torres\",\"review_date\":\"2014-07-29 11:45:14 +0000 UTC\",\"review_id\":\"aa1e549e2c704829617e7464\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1775098\",\"source_review_id\":\"UmF0aW5nLTIzNDgwODgz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1775098\",\"type\":\"review\"},{\"instructor_name\":\"Sarah Forzley\",\"review_date\":\"2016-04-21 12:35:48 +0000 UTC\",\"review_id\":\"7f2029bd7eb5c315e8ae3bce\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2104776\",\"source_review_id\":\"UmF0aW5nLTI2MzQ2Mjkx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2104776\",\"type\":\"review\"},{\"instructor_name\":\"Cara Torres\",\"review_date\":\"2017-02-15 14:21:47 +0000 UTC\",\"review_id\":\"d0d0354ed0781304652b0a68\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1775098\",\"source_review_id\":\"UmF0aW5nLTI3ODMxMTQz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1775098\",\"type\":\"review\"},{\"instructor_name\":\"Maggie Hughes\",\"review_date\":\"2017-08-31 11:30:09 +0000 UTC\",\"review_id\":\"fac146074c01348eefeff9ae\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2246691\",\"source_review_id\":\"UmF0aW5nLTI4NjUxNTQ2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2246691\",\"type\":\"review\"},{\"instructor_name\":\"Maggie Hughes\",\"review_date\":\"2022-09-25 00:12:29 +0000 UTC\",\"review_id\":\"7593617b229bdd3b909c6473\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2246691\",\"source_review_id\":\"UmF0aW5nLTM2NjU5Mjk5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2246691\",\"type\":\"review\"}],\"text\":\"J.T. Mahany is the current instructor. Historical reviews highlight engaging instruction and supportive grading from past faculty. Instructors like Cara Torres and Hugo Torres made learning fun and approachable, while Maggie Hughes was noted as challenging but helpful. Participation is often expected, and students value clear explanations and interactive materials.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Kristina Kosnick\",\"review_date\":\"2005-12-12 18:57:48 +0000 UTC\",\"review_id\":\"c3cc057ce457fcaa70d7f384\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:778248\",\"source_review_id\":\"UmF0aW5nLTExMTMwNTUy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/778248\",\"type\":\"review\"},{\"instructor_name\":\"Kristina Kosnick\",\"review_date\":\"2006-04-11 19:26:49 +0000 UTC\",\"review_id\":\"3e054ff5cc22fa83a14e9e47\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:778248\",\"source_review_id\":\"UmF0aW5nLTExNjk0MTAy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/778248\",\"type\":\"review\"},{\"instructor_name\":\"Hugo Torres\",\"review_date\":\"2013-10-02 20:53:35 +0000 UTC\",\"review_id\":\"7e80271dbcf4dd37da55fa6a\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1798739\",\"source_review_id\":\"UmF0aW5nLTIyMTUzMzU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1798739\",\"type\":\"review\"},{\"instructor_name\":\"Hugo Torres\",\"review_date\":\"2013-10-02 21:20:08 +0000 UTC\",\"review_id\":\"2e3e04ad3a9c0f29f9d605f9\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1798739\",\"source_review_id\":\"UmF0aW5nLTIyMTUzNDI1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1798739\",\"type\":\"review\"},{\"instructor_name\":\"Cara Torres\",\"review_date\":\"2014-07-29 11:45:14 +0000 UTC\",\"review_id\":\"aa1e549e2c704829617e7464\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1775098\",\"source_review_id\":\"UmF0aW5nLTIzNDgwODgz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1775098\",\"type\":\"review\"},{\"instructor_name\":\"Sarah Forzley\",\"review_date\":\"2016-04-21 12:35:48 +0000 UTC\",\"review_id\":\"7f2029bd7eb5c315e8ae3bce\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2104776\",\"source_review_id\":\"UmF0aW5nLTI2MzQ2Mjkx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2104776\",\"type\":\"review\"},{\"instructor_name\":\"Cara Torres\",\"review_date\":\"2017-02-15 14:21:47 +0000 UTC\",\"review_id\":\"d0d0354ed0781304652b0a68\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1775098\",\"source_review_id\":\"UmF0aW5nLTI3ODMxMTQz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1775098\",\"type\":\"review\"},{\"instructor_name\":\"Charles Kilian\",\"review_date\":\"2023-01-05 01:12:54 +0000 UTC\",\"review_id\":\"73ae08bcd6b9d60eb8a5ac5e\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2242745\",\"source_review_id\":\"UmF0aW5nLTM3Mjg1NzE3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2242745\",\"type\":\"review\"}],\"text\":\"Historical reviews highlight engaging, supportive instructors who make learning French enjoyable and accessible. Students frequently praise clear teaching, passion for the subject, and a positive classroom atmosphere across various terms.\"},{\"citations\":[{\"course_id\":\"FRENCH 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.37 GPA, 66.7% A/AB (n=57 letter grades); Fall 2025: 3.90 GPA, 91.4% A/AB (n=35 letter grades); Spring 2026: 3.70 GPA, 88.6% A/AB (n=88 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Charles Kilian\",\"review_date\":\"2023-01-05 01:12:54 +0000 UTC\",\"review_id\":\"73ae08bcd6b9d60eb8a5ac5e\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2242745\",\"source_review_id\":\"UmF0aW5nLTM3Mjg1NzE3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2242745\",\"type\":\"review\"},{\"instructor_name\":\"Fely Catan\",\"review_date\":\"2024-04-24 17:52:16 +0000 UTC\",\"review_id\":\"68abe2f4bc83ed83401f2a57\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1874545\",\"source_review_id\":\"UmF0aW5nLTM5MjUzMTUz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1874545\",\"type\":\"review\"}],\"text\":\"Historical reviews of Charles Kilian, Fely Catan: Experiences range from highly entertaining classes with supportive feedback to frustrating sessions marked by disorganization and limited instructor accessibility outside of class hours.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"FRENCH 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"source_record\":{\"entity_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1142\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"source_record\":{\"entity_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1144\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":6,\"source_course_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"source_record\":{\"entity_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":8,\"source_course_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"source_record\":{\"entity_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1154\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":5,\"source_course_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"source_record\":{\"entity_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"}],\"text\":\"CARA TORRES is recorded teaching in Fall 2013, Spring 2014, Fall 2014, Spring 2015, Spring 2018. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"FRENCH 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":6,\"source_course_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"source_record\":{\"entity_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1142\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":7,\"source_course_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"source_record\":{\"entity_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1144\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"source_record\":{\"entity_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"source_record\":{\"entity_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":7,\"source_course_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"source_record\":{\"entity_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1154\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"source_record\":{\"entity_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"}],\"text\":\"CHARLES KILIAN is recorded teaching in Fall 2013, Spring 2014, Fall 2014, Spring 2015, Fall 2022. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"FRENCH 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":8,\"source_course_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"source_record\":{\"entity_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1142\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":8,\"source_course_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"source_record\":{\"entity_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1144\",\"type\":\"grade\"}],\"text\":\"FELY CATAN is recorded teaching in Fall 2013, Spring 2014. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"FRENCH 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"source_record\":{\"entity_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1122\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":6,\"source_course_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"source_record\":{\"entity_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1122\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":6,\"source_course_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"source_record\":{\"entity_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1124\",\"type\":\"grade\"}],\"text\":\"HUGO TORRES is recorded teaching in Fall 2011, Spring 2012. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"FRENCH 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"source_record\":{\"entity_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"J.T. MAHANY is recorded teaching in Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"FRENCH 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":5,\"source_course_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"source_record\":{\"entity_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1072\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":9,\"source_course_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"source_record\":{\"entity_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1074\",\"type\":\"grade\"}],\"text\":\"KRISTINA BETH KOSNICK is recorded teaching in Fall 2006, Spring 2007. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"FRENCH 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":5,\"source_course_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"source_record\":{\"entity_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"source_record\":{\"entity_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"source_record\":{\"entity_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"}],\"text\":\"MAGGIE HUGHES is recorded teaching in Spring 2017, Fall 2017, Spring 2018. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"FRENCH 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"source_record\":{\"entity_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1144\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"source_record\":{\"entity_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":5,\"source_course_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"source_record\":{\"entity_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"}],\"text\":\"SARAH FORZLEY is recorded teaching in Spring 2014, Fall 2015, Spring 2016. 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},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_6312bcb19f18fc7dc0fc756a","course_id":"FRENCH 102","catalog_version_id":"c8bf62dea00c9feae3b7de558b5119e5d196f701959c0b7d8d161e84dc937a6b","record_version_id":"9a760d5034a3cf6c94860e45ff76a947ceced7131f84031758ff037f58083df1","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"94e94c492a917771971ba74cfa81a9517b633bcf9bbbfb3a434f6ad783686442","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"FRENCH 101or placement intoFRENCH 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grammar, reading, vocabulary building, and study of French and Francophone cultures.\"}],\"text\":\"Oral practice and conversation\"},{\"evidence\":[{\"course_id\":\"FRENCH 102\",\"field\":\"description\",\"quote\":\"Oral practice and conversation, grammar, reading, vocabulary building, and study of French and Francophone cultures.\"}],\"text\":\"Grammar\"},{\"evidence\":[{\"course_id\":\"FRENCH 102\",\"field\":\"description\",\"quote\":\"Oral practice and conversation, grammar, reading, vocabulary building, and study of French and Francophone cultures.\"}],\"text\":\"Reading\"},{\"evidence\":[{\"course_id\":\"FRENCH 102\",\"field\":\"description\",\"quote\":\"Oral practice and conversation, grammar, reading, vocabulary building, and study of French and Francophone cultures.\"}],\"text\":\"Vocabulary building\"},{\"evidence\":[{\"course_id\":\"FRENCH 102\",\"field\":\"description\",\"quote\":\"Oral practice and conversation, grammar, reading, vocabulary building, and study of French 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building\"}]}","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_6312bcb19f18fc7dc0fc756a","course_id":"FRENCH 102","catalog_version_id":"c8bf62dea00c9feae3b7de558b5119e5d196f701959c0b7d8d161e84dc937a6b","record_version_id":"9a760d5034a3cf6c94860e45ff76a947ceced7131f84031758ff037f58083df1","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"94e94c492a917771971ba74cfa81a9517b633bcf9bbbfb3a434f6ad783686442","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"She's so fun in class and give you insight on real french. Very bubbly and always makes class enjoyable. Really easy to learn from, really clear and answers all questions.\",\"course_id\":\"FRENCH 102\",\"date\":\"2005-12-12 18:57:48 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"c3cc057ce457fcaa70d7f384\",\"instructor_id\":\"rmp:778248\",\"instructor_name\":\"Kristina Kosnick\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTExMTMwNTUy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/778248\"},{\"comment\":\"Kristina is the best foreign language teacher I have ever had in high school or college.  She knows all her stuff, but she's incredibly patient and well spoken.  She loves to have fun and is very reasonable.  She understand what it's like to be a student, yet you don't feel like you've wasted your time in her class.  One of my favorites!\",\"course_id\":\"FRENCH 102\",\"date\":\"2006-04-11 19:26:49 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"3e054ff5cc22fa83a14e9e47\",\"instructor_id\":\"rmp:778248\",\"instructor_name\":\"Kristina Kosnick\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTExNjk0MTAy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/778248\"},{\"comment\":\"Great instructor.  Very passionate about the language & culture, absolutely will teach you as much as you want to learn beyond the course material, if you show the interest.  Not easy, but fair - expects you to put work in, but makes sure work is rewarding.  Had much appreciated originality when it came to lesson plans as well.\",\"course_id\":\"FRENCH 102\",\"date\":\"2013-10-02 20:53:35 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"7e80271dbcf4dd37da55fa6a\",\"instructor_id\":\"rmp:1798739\",\"instructor_name\":\"Hugo Torres\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIyMTUzMzU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1798739\"}],\"evidence_count\":3,\"review_ids\":[\"c3cc057ce457fcaa70d7f384\",\"3e054ff5cc22fa83a14e9e47\",\"7e80271dbcf4dd37da55fa6a\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1798739\",\"name\":\"Hugo Torres\"},{\"id\":\"rmp:778248\",\"name\":\"Kristina Kosnick\"}],\"review_year_end\":\"2013\",\"review_year_start\":\"2005\"},\"sentiment\":\"positive\",\"summary\":\"Instructors are consistently described as clear, patient, and helpful, with many students noting they answer questions well and make the material accessible.\"},{\"aspect\":\"organization\",\"evidence\":[{\"comment\":\"Professor Catan has been my favorite professor I've had. I took French and its Empire course and I learned so much in that class. I feel like she truly cares for the students. She is one of the few professors I felt like I could talk to and overall her class is just very enjoyable. I highly recommend the class and her as a professor. \",\"course_id\":\"FRENCH 102\",\"date\":\"2023-06-16 15:17:03 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"af375e5e168a0cb567e23475\",\"instructor_id\":\"rmp:1874545\",\"instructor_name\":\"Fely Catan\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM4MDUwMjQw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1874545\"},{\"comment\":\"I had Prof Catan for French 2 at Pitzer. She's very laid-back and accommodating, but somewhat disorganized. Tests often get pushed back, which is helpful if we don't understand the material but difficult to plan for. She does this to accommodate for her students though, which I really appreciate. Uses Mindtap for homework, and you need to buy it. \",\"course_id\":\"FRENCH 102\",\"date\":\"2024-04-16 22:29:43 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"4e419d92c0ccbed9b548615a\",\"instructor_id\":\"rmp:1874545\",\"instructor_name\":\"Fely Catan\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM5MTg3MTUz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1874545\"},{\"comment\":\"She is very disorganized and not very accessible outside of class. Class is pretty easy but hard to plan for because of the disorganization.\",\"course_id\":\"FRENCH 102\",\"date\":\"2024-04-24 17:52:16 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"68abe2f4bc83ed83401f2a57\",\"instructor_id\":\"rmp:1874545\",\"instructor_name\":\"Fely Catan\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM5MjUzMTUz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1874545\"}],\"evidence_count\":3,\"review_ids\":[\"af375e5e168a0cb567e23475\",\"4e419d92c0ccbed9b548615a\",\"68abe2f4bc83ed83401f2a57\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1874545\",\"name\":\"Fely Catan\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2023\"},\"sentiment\":\"mixed\",\"summary\":\"While many professors are praised for being engaging and supportive, some students report that certain instructors can be disorganized, with issues like pushed-back tests making planning difficult.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Cari is awesome! Super easy grader -- willing to make class very interesting! Take her if you can!\",\"course_id\":\"FRENCH 102\",\"date\":\"2014-07-29 11:45:14 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"aa1e549e2c704829617e7464\",\"instructor_id\":\"rmp:1775098\",\"instructor_name\":\"Cara Torres\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIzNDgwODgz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1775098\"},{\"comment\":\"She's a beauty. But she is also a tough grader. I wouldn't have gotten an A without participating in an activity which gave me extra credit.\",\"course_id\":\"FRENCH 102\",\"date\":\"2017-08-31 11:30:09 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"fac146074c01348eefeff9ae\",\"instructor_id\":\"rmp:2246691\",\"instructor_name\":\"Maggie Hughes\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTI4NjUxNTQ2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2246691\"},{\"comment\":\"The class was tough but Maggie was always willing to help and meet outside of class. If you participate and try your hardest, you should have nothing to worry about\",\"course_id\":\"FRENCH 102\",\"date\":\"2022-09-25 00:12:29 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"7593617b229bdd3b909c6473\",\"instructor_id\":\"rmp:2246691\",\"instructor_name\":\"Maggie Hughes\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM2NjU5Mjk5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2246691\"}],\"evidence_count\":3,\"review_ids\":[\"aa1e549e2c704829617e7464\",\"fac146074c01348eefeff9ae\",\"7593617b229bdd3b909c6473\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1775098\",\"name\":\"Cara Torres\"},{\"id\":\"rmp:2246691\",\"name\":\"Maggie Hughes\"}],\"review_year_end\":\"2022\",\"review_year_start\":\"2014\"},\"sentiment\":\"mixed\",\"summary\":\"The workload varies by instructor; some find it easy and fair, while others note it requires significant effort and participation, with some grading being tough.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"Cari is awesome! Super easy grader -- willing to make class very interesting! Take her if you can!\",\"course_id\":\"FRENCH 102\",\"date\":\"2014-07-29 11:45:14 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"aa1e549e2c704829617e7464\",\"instructor_id\":\"rmp:1775098\",\"instructor_name\":\"Cara Torres\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIzNDgwODgz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1775098\"},{\"comment\":\"She's a beauty. But she is also a tough grader. I wouldn't have gotten an A without participating in an activity which gave me extra credit.\",\"course_id\":\"FRENCH 102\",\"date\":\"2017-08-31 11:30:09 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"fac146074c01348eefeff9ae\",\"instructor_id\":\"rmp:2246691\",\"instructor_name\":\"Maggie Hughes\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTI4NjUxNTQ2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2246691\"},{\"comment\":\"Charles is the professor we all need. Our classes were two hours long yet time seemed to fly by because of how entertaining he is. He provided amazing feedback on even small homework assignments. He is very understanding about extensions and is someone who simply raises our confidence when we make mistakes. Also, brought us snacks every week :)\",\"course_id\":\"FRENCH 102\",\"date\":\"2023-01-05 01:12:54 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"73ae08bcd6b9d60eb8a5ac5e\",\"instructor_id\":\"rmp:2242745\",\"instructor_name\":\"Charles Kilian\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM3Mjg1NzE3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2242745\"}],\"evidence_count\":3,\"review_ids\":[\"aa1e549e2c704829617e7464\",\"fac146074c01348eefeff9ae\",\"73ae08bcd6b9d60eb8a5ac5e\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1775098\",\"name\":\"Cara Torres\"},{\"id\":\"rmp:2242745\",\"name\":\"Charles Kilian\"},{\"id\":\"rmp:2246691\",\"name\":\"Maggie Hughes\"}],\"review_year_end\":\"2023\",\"review_year_start\":\"2014\"},\"sentiment\":\"mixed\",\"summary\":\"Grading styles range from easy and accommodating to tough, with some professors requiring participation for extra credit or high grades.\"},{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Great instructor.  Very passionate about the language & culture, absolutely will teach you as much as you want to learn beyond the course material, if you show the interest.  Not easy, but fair - expects you to put work in, but makes sure work is rewarding.  Had much appreciated originality when it came to lesson plans as well.\",\"course_id\":\"FRENCH 102\",\"date\":\"2013-10-02 20:53:35 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"7e80271dbcf4dd37da55fa6a\",\"instructor_id\":\"rmp:1798739\",\"instructor_name\":\"Hugo Torres\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIyMTUzMzU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1798739\"},{\"comment\":\"Hugo made learning French extremely fun! He's a great teacher and genuinely wants to help his students succeed. Hugo used movies/songs/articles (outside of our textbook) to make French relevant to our daily lives. Participate and speak up! Hugo is approachable and friendly. I would definitely take another course with him.\",\"course_id\":\"FRENCH 102\",\"date\":\"2013-10-02 21:20:08 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"2e3e04ad3a9c0f29f9d605f9\",\"instructor_id\":\"rmp:1798739\",\"instructor_name\":\"Hugo Torres\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIyMTUzNDI1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1798739\"}],\"evidence_count\":2,\"review_ids\":[\"7e80271dbcf4dd37da55fa6a\",\"2e3e04ad3a9c0f29f9d605f9\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1798739\",\"name\":\"Hugo Torres\"}],\"review_year_end\":\"2013\",\"review_year_start\":\"2013\"},\"sentiment\":\"positive\",\"summary\":\"Students appreciate professors who use diverse materials like movies and songs to make learning relevant and fun, enhancing understanding.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"really nice and helpful! it was a great class! if you can take it with Kristina, do it!\",\"course_id\":\"FRENCH 102\",\"date\":\"2006-01-07 18:41:52 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"bd328af167a130a161f60df1\",\"instructor_id\":\"rmp:778248\",\"instructor_name\":\"Kristina Kosnick\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTExMzIwNDUz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/778248\"},{\"comment\":\"Kristina riz-ocked!\\r I agree, if you can take the class with her, do it!  She laughed a lot and had command of the french language.  She loved to hear our ideas and was open to explaining anything.  I wish i could have her next semester...!\",\"course_id\":\"FRENCH 102\",\"date\":\"2006-01-09 16:22:35 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"8b4e91c996223d7d8951c377\",\"instructor_id\":\"rmp:778248\",\"instructor_name\":\"Kristina Kosnick\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTExMzMwNzYz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/778248\"},{\"comment\":\"Many language students say that there is one professor they encounter who really makes them fall in love with the language... Cari is hands-down this! She grades easily, cares about each and every student, and genuinely WANTS you to succeed. In my 5 years of french, she was the best teacher I ever had. Learned more in one semester than 2 years!\",\"course_id\":\"FRENCH 102\",\"date\":\"2017-02-15 14:21:47 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"d0d0354ed0781304652b0a68\",\"instructor_id\":\"rmp:1775098\",\"instructor_name\":\"Cara Torres\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI3ODMxMTQz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1775098\"}],\"evidence_count\":3,\"review_ids\":[\"bd328af167a130a161f60df1\",\"8b4e91c996223d7d8951c377\",\"d0d0354ed0781304652b0a68\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1775098\",\"name\":\"Cara Torres\"},{\"id\":\"rmp:778248\",\"name\":\"Kristina Kosnick\"}],\"review_year_end\":\"2017\",\"review_year_start\":\"2006\"},\"sentiment\":\"positive\",\"summary\":\"Overall, students have highly positive experiences, frequently recommending specific instructors and praising the enjoyable and supportive nature of the class.\"}]}","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_6312bcb19f18fc7dc0fc756a","course_id":"FRENCH 102","catalog_version_id":"c8bf62dea00c9feae3b7de558b5119e5d196f701959c0b7d8d161e84dc937a6b","record_version_id":"9a760d5034a3cf6c94860e45ff76a947ceced7131f84031758ff037f58083df1","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"94e94c492a917771971ba74cfa81a9517b633bcf9bbbfb3a434f6ad783686442","section":"student_summary","status":"invalid","value_json":"{\"context_hash\":\"9bbb88fe0ebcc0e78772bb966b60504fac634fafd4fde5d6a32d7e964115d9fb\",\"course_id\":\"FRENCH 102\",\"current_instructors\":[{\"instructor_uid\":\"instructor_ca166e1348b377d93f65019f\",\"message\":\"No course-specific reviews available\",\"name\":\"Audrey Jones\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[]},{\"instructor_uid\":\"instructor_fe95dc9b40826349c7130945\",\"message\":\"No course-specific reviews available\",\"name\":\"Esther Roux-Bourgeois\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[]},{\"instructor_uid\":\"instructor_31f2d12be257077ba4c2f269\",\"message\":\"No course-specific reviews available\",\"name\":\"J.T. Mahany\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[{\"citations\":[{\"course_id\":\"FRENCH 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"source_record\":{\"entity_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2026: 3.89 GPA, 88.9% A/AB (n=9 letter grades). Includes jointly taught sections.\"}]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Hugo Torres\",\"review_date\":\"2013-10-02 20:53:35 +0000 UTC\",\"review_id\":\"7e80271dbcf4dd37da55fa6a\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1798739\",\"source_review_id\":\"UmF0aW5nLTIyMTUzMzU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1798739\",\"type\":\"review\"},{\"instructor_name\":\"Maggie Hughes\",\"review_date\":\"2017-08-31 11:30:09 +0000 UTC\",\"review_id\":\"fac146074c01348eefeff9ae\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2246691\",\"source_review_id\":\"UmF0aW5nLTI4NjUxNTQ2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2246691\",\"type\":\"review\"},{\"instructor_name\":\"Maggie Hughes\",\"review_date\":\"2022-09-25 00:12:29 +0000 UTC\",\"review_id\":\"7593617b229bdd3b909c6473\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2246691\",\"source_review_id\":\"UmF0aW5nLTM2NjU5Mjk5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2246691\",\"type\":\"review\"}],\"text\":\"Historical reviews of Hugo Torres, Maggie Hughes: Workload expectations vary by instructor. Some teachers are described as fair but requiring effort, while others are noted as tough graders who demand participation and hard work for good grades.\"}],\"errors\":[{\"error\":\"UnexpectedModelBehavior: Exceeded maximum output retries (2)\",\"instructor_uid\":null,\"mode\":\"history\"}],\"historical_context\":[],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Kristina Kosnick\",\"review_date\":\"2005-12-12 18:57:48 +0000 UTC\",\"review_id\":\"c3cc057ce457fcaa70d7f384\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:778248\",\"source_review_id\":\"UmF0aW5nLTExMTMwNTUy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/778248\",\"type\":\"review\"},{\"instructor_name\":\"Kristina Kosnick\",\"review_date\":\"2006-04-11 19:26:49 +0000 UTC\",\"review_id\":\"3e054ff5cc22fa83a14e9e47\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:778248\",\"source_review_id\":\"UmF0aW5nLTExNjk0MTAy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/778248\",\"type\":\"review\"},{\"instructor_name\":\"Hugo Torres\",\"review_date\":\"2013-10-02 20:53:35 +0000 UTC\",\"review_id\":\"7e80271dbcf4dd37da55fa6a\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1798739\",\"source_review_id\":\"UmF0aW5nLTIyMTUzMzU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1798739\",\"type\":\"review\"},{\"instructor_name\":\"Hugo Torres\",\"review_date\":\"2013-10-02 21:20:08 +0000 UTC\",\"review_id\":\"2e3e04ad3a9c0f29f9d605f9\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1798739\",\"source_review_id\":\"UmF0aW5nLTIyMTUzNDI1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1798739\",\"type\":\"review\"},{\"instructor_name\":\"Cara Torres\",\"review_date\":\"2014-07-29 11:45:14 +0000 UTC\",\"review_id\":\"aa1e549e2c704829617e7464\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1775098\",\"source_review_id\":\"UmF0aW5nLTIzNDgwODgz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1775098\",\"type\":\"review\"},{\"instructor_name\":\"Sarah Forzley\",\"review_date\":\"2016-04-21 12:35:48 +0000 UTC\",\"review_id\":\"7f2029bd7eb5c315e8ae3bce\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2104776\",\"source_review_id\":\"UmF0aW5nLTI2MzQ2Mjkx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2104776\",\"type\":\"review\"},{\"instructor_name\":\"Cara Torres\",\"review_date\":\"2017-02-15 14:21:47 +0000 UTC\",\"review_id\":\"d0d0354ed0781304652b0a68\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1775098\",\"source_review_id\":\"UmF0aW5nLTI3ODMxMTQz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1775098\",\"type\":\"review\"},{\"instructor_name\":\"Charles Kilian\",\"review_date\":\"2023-01-05 01:12:54 +0000 UTC\",\"review_id\":\"73ae08bcd6b9d60eb8a5ac5e\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2242745\",\"source_review_id\":\"UmF0aW5nLTM3Mjg1NzE3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2242745\",\"type\":\"review\"}],\"text\":\"Historical reviews highlight engaging, supportive instructors who make learning French enjoyable and accessible. Students frequently praise clear teaching, passion for the subject, and a positive classroom atmosphere across various terms.\"},{\"citations\":[{\"course_id\":\"FRENCH 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.37 GPA, 66.7% A/AB (n=57 letter grades); Fall 2025: 3.90 GPA, 91.4% A/AB (n=35 letter grades); Spring 2026: 3.70 GPA, 88.6% A/AB (n=88 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Charles Kilian\",\"review_date\":\"2023-01-05 01:12:54 +0000 UTC\",\"review_id\":\"73ae08bcd6b9d60eb8a5ac5e\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2242745\",\"source_review_id\":\"UmF0aW5nLTM3Mjg1NzE3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2242745\",\"type\":\"review\"},{\"instructor_name\":\"Fely Catan\",\"review_date\":\"2024-04-24 17:52:16 +0000 UTC\",\"review_id\":\"68abe2f4bc83ed83401f2a57\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1874545\",\"source_review_id\":\"UmF0aW5nLTM5MjUzMTUz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1874545\",\"type\":\"review\"}],\"text\":\"Historical reviews of Charles Kilian, Fely Catan: Experiences range from highly entertaining classes with supportive feedback to frustrating sessions marked by disorganization and limited instructor accessibility outside of class hours.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"FRENCH 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"source_record\":{\"entity_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1142\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"source_record\":{\"entity_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1144\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":6,\"source_course_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"source_record\":{\"entity_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":8,\"source_course_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"source_record\":{\"entity_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1154\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":5,\"source_course_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"source_record\":{\"entity_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"}],\"text\":\"CARA TORRES is recorded teaching in Fall 2013, Spring 2014, Fall 2014, Spring 2015, Spring 2018. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"FRENCH 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":6,\"source_course_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"source_record\":{\"entity_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1142\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":7,\"source_course_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"source_record\":{\"entity_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1144\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"source_record\":{\"entity_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"source_record\":{\"entity_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":7,\"source_course_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"source_record\":{\"entity_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1154\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"source_record\":{\"entity_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"}],\"text\":\"CHARLES KILIAN is recorded teaching in Fall 2013, Spring 2014, Fall 2014, Spring 2015, Fall 2022. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"FRENCH 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":8,\"source_course_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"source_record\":{\"entity_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1142\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":8,\"source_course_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"source_record\":{\"entity_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1144\",\"type\":\"grade\"}],\"text\":\"FELY CATAN is recorded teaching in Fall 2013, Spring 2014. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"FRENCH 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"source_record\":{\"entity_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1122\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":6,\"source_course_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"source_record\":{\"entity_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1122\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":6,\"source_course_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"source_record\":{\"entity_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1124\",\"type\":\"grade\"}],\"text\":\"HUGO TORRES is recorded teaching in Fall 2011, Spring 2012. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"FRENCH 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"source_record\":{\"entity_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"J.T. MAHANY is recorded teaching in Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"FRENCH 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":5,\"source_course_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"source_record\":{\"entity_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1072\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":9,\"source_course_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"source_record\":{\"entity_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1074\",\"type\":\"grade\"}],\"text\":\"KRISTINA BETH KOSNICK is recorded teaching in Fall 2006, Spring 2007. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"FRENCH 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":5,\"source_course_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"source_record\":{\"entity_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"source_record\":{\"entity_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"source_record\":{\"entity_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"}],\"text\":\"MAGGIE HUGHES is recorded teaching in Spring 2017, Fall 2017, Spring 2018. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"FRENCH 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"source_record\":{\"entity_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1144\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"source_record\":{\"entity_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"FRENCH 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":5,\"source_course_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"source_record\":{\"entity_id\":\"25b47981-1e26-33c5-9666-a2584e53e41d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"}],\"text\":\"SARAH FORZLEY is recorded teaching in Spring 2014, Fall 2015, Spring 2016. Recorded history may be incomplete and does not establish a future schedule.\"}],\"term_id\":\"1272\",\"term_name\":\"2026 Fall\",\"version\":2}","candidate_json":null,"error":"[{\"mode\": \"history\", \"instructor_uid\": null, \"error\": \"UnexpectedModelBehavior: Exceeded maximum output retries (2)\"}]","model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true}]