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Concentration on methods of analyzing basic literary forms, conventions, genres, and representative short texts in Spanish.\"}],\"text\":\"Introduction to reading and analyzing Hispanic literary works, focusing on oral and written discussion skills and methods for analyzing literary forms, conventions, and genres in Spanish.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"SPANISH 224\",\"field\":\"description\",\"quote\":\"basic literary forms, conventions, genres, and representative short texts in Spanish\"}],\"text\":\"Basic literary forms, conventions, and genres in Spanish.\"},{\"evidence\":[{\"course_id\":\"SPANISH 224\",\"field\":\"description\",\"quote\":\"reading and analyzing literary works\"}],\"text\":\"Reading and analyzing literary works.\"}]}","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_4fec2b1c5b68901d6f2810c8","course_id":"SPANISH 224","catalog_version_id":"f2e2efefeafad087656f3c3758e87c35407ecdccd14677cc27700701555b0a47","record_version_id":"c6f53bd16da2c803140e58817c8c6e6f645a8b2b7ec62a1dee5a8295c245165e","job_id":"enrich-03fec27af95860a0bfdd385b","output_id":"bef9191288bda773f3838abc9c2c8d98a5545cd9961dd6d5b76b3ab1f50b4de5","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Juan is an excellent professor. He's passionate about teaching and has a great sense of humor. He is also very clear about his expectations for the course and exams (the study guides are extremely helpful). For the first time teaching 224 in a large lecture format, he did a great job.\",\"course_id\":\"SPANISH 224\",\"date\":\"2013-12-23 01:57:24 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"56e9589b06e0271cf99437ae\",\"instructor_id\":\"rmp:319621\",\"instructor_name\":\"Juan Egea\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIyNjQ0MDA1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/319621\"},{\"comment\":\"Ivy truly cares about her students! The best advice I can say is that you should read the material, talk to her outside of class when you can, and communicate openly with her! She gives you the resources to be successful, be sure to use them. She's very understanding and wants to know what is going on with her students so that she can help however!\",\"course_id\":\"SPANISH 224\",\"date\":\"2017-12-15 11:07:03 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"158fc2fce9e42016fd29d6a2\",\"instructor_id\":\"rmp:720513\",\"instructor_name\":\"Ivy Corfis\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI5MjE3MjI3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/720513\"},{\"comment\":\"Steven is a good professor, but his lectures are definitely geared toward smaller class sizes. He tends to be hard to follow and ends up getting off topic a lot. I definitely got the most out of my discussion sections and eventually didn't attend lecture.\",\"course_id\":\"SPANISH 224\",\"date\":\"2014-12-15 22:34:58 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"2536861eb362519d02129de6\",\"instructor_id\":\"rmp:513040\",\"instructor_name\":\"Steve Hutchinson\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTI0MDk0MDg0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/513040\"},{\"comment\":\"Very intimidating professor who tends to scare students from participating. Often gives unclear instructions or changes them often. Greatly improved my Spanish skills, however. Need to work hard in the class to get an A.\",\"course_id\":\"SPANISH 224\",\"date\":\"2014-12-19 23:57:33 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"61192c275f5d0a3d16753ae9\",\"instructor_id\":\"rmp:592711\",\"instructor_name\":\"Ksenija Bilbija\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTI0MTUxOTE2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/592711\"}],\"evidence_count\":4,\"review_ids\":[\"56e9589b06e0271cf99437ae\",\"158fc2fce9e42016fd29d6a2\",\"2536861eb362519d02129de6\",\"61192c275f5d0a3d16753ae9\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:319621\",\"name\":\"Juan Egea\"},{\"id\":\"rmp:513040\",\"name\":\"Steve Hutchinson\"},{\"id\":\"rmp:592711\",\"name\":\"Ksenija Bilbija\"},{\"id\":\"rmp:720513\",\"name\":\"Ivy Corfis\"}],\"review_year_end\":\"2017\",\"review_year_start\":\"2013\"},\"sentiment\":\"mixed\",\"summary\":\"Instructor quality varies. Some are clear and helpful, while others are dry, unclear, or intimidating.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"Has annoying Castillian accent, likes to babble about useless poetry crap, but does teach relevant subjects, grades fairly, and does help prepare for exams.  If you can, go for Juan Egea-he's way better.\",\"course_id\":\"SPANISH 224\",\"date\":\"2005-10-08 19:40:42 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"783ad404d11ba6a18300abf6\",\"instructor_id\":\"rmp:720513\",\"instructor_name\":\"Ivy Corfis\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTEwNTY2ODQ5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/720513\"},{\"comment\":\"Great teacher.  Tests are easy since you review everything on them the class before the test.  Grades fairly.  Hard to read handwriting.\",\"course_id\":\"SPANISH 224\",\"date\":\"2005-12-15 14:08:39 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"1648791c477899614283d0ff\",\"instructor_id\":\"rmp:720513\",\"instructor_name\":\"Ivy Corfis\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTExMTY5NzMz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/720513\"},{\"comment\":\"She's very clear and helpful, but serious about what she does.  Just be sure you participate- I raised my hand at every participation opportunity but still was getting weekly 75%.  She said that attendance isn't mandatory, but it pretty much is if you want to get a good participation grade.  You'll get 20% taken off for missing a day.\",\"course_id\":\"SPANISH 224\",\"date\":\"2013-10-16 14:22:21 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"09ee1775e254bfa7444bda1d\",\"instructor_id\":\"rmp:1683447\",\"instructor_name\":\"Marin Laufenberg\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTIyMTg0MDgx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1683447\"},{\"comment\":\"Very intimidating and her opinion is always right. If you can just accept she's always right she will tolerate you. Do readings and delegate time to study before tests and you should get an alright grade. An A is achievable but probably from native speakers due to complex readings she expects you to dissect as if spanish was your first language. \",\"course_id\":\"SPANISH 224\",\"date\":\"2015-10-26 23:34:24 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"3087fd1a60a46134cc8ca02d\",\"instructor_id\":\"rmp:592711\",\"instructor_name\":\"Ksenija Bilbija\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTI1Mjk2Njc5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/592711\"}],\"evidence_count\":4,\"review_ids\":[\"783ad404d11ba6a18300abf6\",\"1648791c477899614283d0ff\",\"09ee1775e254bfa7444bda1d\",\"3087fd1a60a46134cc8ca02d\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1683447\",\"name\":\"Marin Laufenberg\"},{\"id\":\"rmp:592711\",\"name\":\"Ksenija Bilbija\"},{\"id\":\"rmp:720513\",\"name\":\"Ivy Corfis\"}],\"review_year_end\":\"2015\",\"review_year_start\":\"2005\"},\"sentiment\":\"mixed\",\"summary\":\"Grading is fair but participation is heavily weighted. Exams are manageable with review, but high grades require strong reading skills.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Ivy is very passionate about her work but lectures are very dry and boring. She gives practice tests, make sure you do them! There is a lot of reading required and be prepared for quizzes.\",\"course_id\":\"SPANISH 224\",\"date\":\"2018-01-04 14:41:39 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"843ce4ffbf3e4ff830f5b876\",\"instructor_id\":\"rmp:720513\",\"instructor_name\":\"Ivy Corfis\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTI5Mzg4MTk2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/720513\"},{\"comment\":\"Very intimidating and her opinion is always right. If you can just accept she's always right she will tolerate you. Do readings and delegate time to study before tests and you should get an alright grade. An A is achievable but probably from native speakers due to complex readings she expects you to dissect as if spanish was your first language. \",\"course_id\":\"SPANISH 224\",\"date\":\"2015-10-26 23:34:24 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"3087fd1a60a46134cc8ca02d\",\"instructor_id\":\"rmp:592711\",\"instructor_name\":\"Ksenija Bilbija\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTI1Mjk2Njc5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/592711\"},{\"comment\":\"Ivy truly cares about her students! The best advice I can say is that you should read the material, talk to her outside of class when you can, and communicate openly with her! She gives you the resources to be successful, be sure to use them. She's very understanding and wants to know what is going on with her students so that she can help however!\",\"course_id\":\"SPANISH 224\",\"date\":\"2017-12-15 11:07:03 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"158fc2fce9e42016fd29d6a2\",\"instructor_id\":\"rmp:720513\",\"instructor_name\":\"Ivy Corfis\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI5MjE3MjI3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/720513\"}],\"evidence_count\":3,\"review_ids\":[\"843ce4ffbf3e4ff830f5b876\",\"3087fd1a60a46134cc8ca02d\",\"158fc2fce9e42016fd29d6a2\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:592711\",\"name\":\"Ksenija Bilbija\"},{\"id\":\"rmp:720513\",\"name\":\"Ivy Corfis\"}],\"review_year_end\":\"2018\",\"review_year_start\":\"2015\"},\"sentiment\":\"mixed\",\"summary\":\"Significant reading and quiz/test preparation is required. 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Reviewers suggest that discussion sections and self-study are more effective for learning than attending his lectures.\"},{\"citations\":[{\"course_id\":\"SPANISH 224\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"source_record\":{\"entity_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"SPANISH 224\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"source_record\":{\"entity_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"SPANISH 224\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"source_record\":{\"entity_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2024: 3.59 GPA, 74.2% A/AB (n=93 letter grades); Fall 2024: 3.60 GPA, 80.2% A/AB (n=81 letter grades); Spring 2026: 3.69 GPA, 83.3% A/AB (n=78 letter grades).\"}]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Steve Hutchinson\",\"review_date\":\"2021-04-28 18:32:39 +0000 UTC\",\"review_id\":\"a0c416d5184c0e39e0224970\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:513040\",\"source_review_id\":\"UmF0aW5nLTM0NjQ4MzMx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/513040\",\"type\":\"review\"}],\"text\":\"Students report that reading independently and attending discussion sections can lead to an easy grade, while lectures are not essential for learning the material.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Ivy Corfis\",\"review_date\":\"2005-10-08 19:40:42 +0000 UTC\",\"review_id\":\"783ad404d11ba6a18300abf6\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:720513\",\"source_review_id\":\"UmF0aW5nLTEwNTY2ODQ5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/720513\",\"type\":\"review\"},{\"instructor_name\":\"Ivy Corfis\",\"review_date\":\"2005-12-15 14:08:39 +0000 UTC\",\"review_id\":\"1648791c477899614283d0ff\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:720513\",\"source_review_id\":\"UmF0aW5nLTExMTY5NzMz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/720513\",\"type\":\"review\"},{\"instructor_name\":\"Juan Egea\",\"review_date\":\"2013-12-23 01:57:24 +0000 UTC\",\"review_id\":\"56e9589b06e0271cf99437ae\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:319621\",\"source_review_id\":\"UmF0aW5nLTIyNjQ0MDA1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/319621\",\"type\":\"review\"},{\"instructor_name\":\"Ksenija Bilbija\",\"review_date\":\"2014-12-19 23:57:33 +0000 UTC\",\"review_id\":\"61192c275f5d0a3d16753ae9\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:592711\",\"source_review_id\":\"UmF0aW5nLTI0MTUxOTE2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/592711\",\"type\":\"review\"},{\"instructor_name\":\"Ksenija Bilbija\",\"review_date\":\"2015-10-26 23:34:24 +0000 UTC\",\"review_id\":\"3087fd1a60a46134cc8ca02d\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:592711\",\"source_review_id\":\"UmF0aW5nLTI1Mjk2Njc5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/592711\",\"type\":\"review\"},{\"instructor_name\":\"Ivy Corfis\",\"review_date\":\"2017-12-15 11:07:03 +0000 UTC\",\"review_id\":\"158fc2fce9e42016fd29d6a2\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:720513\",\"source_review_id\":\"UmF0aW5nLTI5MjE3MjI3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/720513\",\"type\":\"review\"},{\"instructor_name\":\"Ivy Corfis\",\"review_date\":\"2018-01-04 14:41:39 +0000 UTC\",\"review_id\":\"843ce4ffbf3e4ff830f5b876\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:720513\",\"source_review_id\":\"UmF0aW5nLTI5Mzg4MTk2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/720513\",\"type\":\"review\"}],\"text\":\"Historical reviews for Ivy Corfis describe her as helpful and caring, though some find her lectures dry and handwriting hard to read. Juan Egea is praised for his passion, humor, and clear expectations, with study guides cited as extremely helpful. Ksenija Bilbija is viewed as intimidating and strict, requiring significant effort and native-level reading skills to achieve high grades.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Steve Hutchinson\",\"review_date\":\"2014-12-15 22:34:58 +0000 UTC\",\"review_id\":\"2536861eb362519d02129de6\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:513040\",\"source_review_id\":\"UmF0aW5nLTI0MDk0MDg0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/513040\",\"type\":\"review\"},{\"instructor_name\":\"Steve Hutchinson\",\"review_date\":\"2021-04-28 18:32:39 +0000 UTC\",\"review_id\":\"a0c416d5184c0e39e0224970\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:513040\",\"source_review_id\":\"UmF0aW5nLTM0NjQ4MzMx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/513040\",\"type\":\"review\"}],\"text\":\"Steven Hutchinson is knowledgeable but his lectures are often hard to follow or boring, leading students to rely on discussion sections and self-study for success.\"},{\"citations\":[{\"course_id\":\"SPANISH 224\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"SPANISH 224\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"SPANISH 224\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.51 GPA, 73.3% A/AB (n=86 letter grades); Fall 2025: 3.66 GPA, 76.1% A/AB (n=88 letter grades); Spring 2026: 3.69 GPA, 83.3% A/AB (n=78 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Steve Hutchinson\",\"review_date\":\"2014-12-15 22:34:58 +0000 UTC\",\"review_id\":\"2536861eb362519d02129de6\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:513040\",\"source_review_id\":\"UmF0aW5nLTI0MDk0MDg0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/513040\",\"type\":\"review\"},{\"instructor_name\":\"Steve Hutchinson\",\"review_date\":\"2021-04-28 18:32:39 +0000 UTC\",\"review_id\":\"a0c416d5184c0e39e0224970\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:513040\",\"source_review_id\":\"UmF0aW5nLTM0NjQ4MzMx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/513040\",\"type\":\"review\"}],\"text\":\"Lectures are frequently described as disorganized or boring, with students finding more value in discussion sections and TA-led sessions than in the professor's instruction.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"SPANISH 224\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":10,\"source_course_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"source_record\":{\"entity_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1092\",\"type\":\"grade\"},{\"course_id\":\"SPANISH 224\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"source_record\":{\"entity_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"SPANISH 224\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"source_record\":{\"entity_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"SPANISH 224\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"source_record\":{\"entity_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"},{\"course_id\":\"SPANISH 224\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"source_record\":{\"entity_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"}],\"text\":\"IVY CORFIS is recorded teaching in Fall 2008, Spring 2016, Fall 2016, Spring 2017, Fall 2017. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"SPANISH 224\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"source_record\":{\"entity_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1142\",\"type\":\"grade\"},{\"course_id\":\"SPANISH 224\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"source_record\":{\"entity_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1144\",\"type\":\"grade\"},{\"course_id\":\"SPANISH 224\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"source_record\":{\"entity_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"SPANISH 224\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"source_record\":{\"entity_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"SPANISH 224\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"source_record\":{\"entity_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"},{\"course_id\":\"SPANISH 224\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"source_record\":{\"entity_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"SPANISH 224\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"source_record\":{\"entity_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"SPANISH 224\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"source_record\":{\"entity_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"SPANISH 224\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"source_record\":{\"entity_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"JUAN EGEA is recorded teaching in Fall 2013, Spring 2014, Fall 2015, Spring 2016, Spring 2018, Fall 2018, Fall 2023, Spring 2025, Fall 2025. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"SPANISH 224\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"source_record\":{\"entity_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1072\",\"type\":\"grade\"},{\"course_id\":\"SPANISH 224\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"source_record\":{\"entity_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1122\",\"type\":\"grade\"},{\"course_id\":\"SPANISH 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224\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"source_record\":{\"entity_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"SPANISH 224\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"source_record\":{\"entity_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"SPANISH 224\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"source_record\":{\"entity_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"SPANISH 224\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"source_record\":{\"entity_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"SPANISH 224\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"source_record\":{\"entity_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"SPANISH 224\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"source_record\":{\"entity_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"KSENIJA BILBIJA is recorded teaching in Fall 2006, Fall 2011, Fall 2013, Fall 2014, Fall 2015, Fall 2016, Fall 2017, Fall 2018, Fall 2019, Fall 2020, Fall 2021, Fall 2022, Fall 2024, Fall 2025. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"SPANISH 224\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":5,\"source_course_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"source_record\":{\"entity_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1074\",\"type\":\"grade\"},{\"course_id\":\"SPANISH 224\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":7,\"source_course_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"source_record\":{\"entity_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1082\",\"type\":\"grade\"},{\"course_id\":\"SPANISH 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Hard to read handwriting.\",\"course_id\":\"SPANISH 224\",\"date\":\"2005-12-15 14:08:39 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"1648791c477899614283d0ff\",\"instructor_id\":\"rmp:720513\",\"instructor_name\":\"Ivy Corfis\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTExMTY5NzMz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/720513\"},{\"comment\":\"She's very clear and helpful, but serious about what she does.  Just be sure you participate- I raised my hand at every participation opportunity but still was getting weekly 75%.  She said that attendance isn't mandatory, but it pretty much is if you want to get a good participation grade.  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Hard to read handwriting.\",\"course_id\":\"SPANISH 224\",\"date\":\"2005-12-15 14:08:39 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"1648791c477899614283d0ff\",\"instructor_id\":\"rmp:720513\",\"instructor_name\":\"Ivy Corfis\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTExMTY5NzMz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/720513\"},{\"comment\":\"She's very clear and helpful, but serious about what she does.  Just be sure you participate- I raised my hand at every participation opportunity but still was getting weekly 75%.  She said that attendance isn't mandatory, but it pretty much is if you want to get a good participation grade.  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Reviewers suggest that discussion sections and self-study are more effective for learning than attending his lectures.\"},{\"citations\":[{\"course_id\":\"SPANISH 224\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"source_record\":{\"entity_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"SPANISH 224\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"source_record\":{\"entity_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"SPANISH 224\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"source_record\":{\"entity_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2024: 3.59 GPA, 74.2% A/AB (n=93 letter grades); Fall 2024: 3.60 GPA, 80.2% A/AB (n=81 letter grades); Spring 2026: 3.69 GPA, 83.3% A/AB (n=78 letter grades).\"}]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Steve Hutchinson\",\"review_date\":\"2021-04-28 18:32:39 +0000 UTC\",\"review_id\":\"a0c416d5184c0e39e0224970\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:513040\",\"source_review_id\":\"UmF0aW5nLTM0NjQ4MzMx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/513040\",\"type\":\"review\"}],\"text\":\"Students report that reading independently and attending discussion sections can lead to an easy grade, while lectures are not essential for learning the material.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Ivy Corfis\",\"review_date\":\"2005-10-08 19:40:42 +0000 UTC\",\"review_id\":\"783ad404d11ba6a18300abf6\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:720513\",\"source_review_id\":\"UmF0aW5nLTEwNTY2ODQ5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/720513\",\"type\":\"review\"},{\"instructor_name\":\"Ivy Corfis\",\"review_date\":\"2005-12-15 14:08:39 +0000 UTC\",\"review_id\":\"1648791c477899614283d0ff\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:720513\",\"source_review_id\":\"UmF0aW5nLTExMTY5NzMz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/720513\",\"type\":\"review\"},{\"instructor_name\":\"Marin Laufenberg\",\"review_date\":\"2013-10-16 14:22:21 +0000 UTC\",\"review_id\":\"09ee1775e254bfa7444bda1d\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1683447\",\"source_review_id\":\"UmF0aW5nLTIyMTg0MDgx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1683447\",\"type\":\"review\"},{\"instructor_name\":\"Juan Egea\",\"review_date\":\"2013-12-23 01:57:24 +0000 UTC\",\"review_id\":\"56e9589b06e0271cf99437ae\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:319621\",\"source_review_id\":\"UmF0aW5nLTIyNjQ0MDA1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/319621\",\"type\":\"review\"},{\"instructor_name\":\"Ksenija Bilbija\",\"review_date\":\"2014-12-19 23:57:33 +0000 UTC\",\"review_id\":\"61192c275f5d0a3d16753ae9\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:592711\",\"source_review_id\":\"UmF0aW5nLTI0MTUxOTE2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/592711\",\"type\":\"review\"},{\"instructor_name\":\"Ksenija Bilbija\",\"review_date\":\"2015-10-26 23:34:24 +0000 UTC\",\"review_id\":\"3087fd1a60a46134cc8ca02d\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:592711\",\"source_review_id\":\"UmF0aW5nLTI1Mjk2Njc5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/592711\",\"type\":\"review\"},{\"instructor_name\":\"Ivy Corfis\",\"review_date\":\"2017-12-15 11:07:03 +0000 UTC\",\"review_id\":\"158fc2fce9e42016fd29d6a2\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:720513\",\"source_review_id\":\"UmF0aW5nLTI5MjE3MjI3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/720513\",\"type\":\"review\"},{\"instructor_name\":\"Ivy Corfis\",\"review_date\":\"2018-01-04 14:41:39 +0000 UTC\",\"review_id\":\"843ce4ffbf3e4ff830f5b876\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:720513\",\"source_review_id\":\"UmF0aW5nLTI5Mzg4MTk2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/720513\",\"type\":\"review\"}],\"text\":\"Steven Hutchinson is the current instructor for SPANISH 224. No reviews are available for him, so this summary reflects the historical context of the course taught by Ivy Corfis, Juan Egea, Marin Laufenberg, and Ksenija Bilbija.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Steve Hutchinson\",\"review_date\":\"2014-12-15 22:34:58 +0000 UTC\",\"review_id\":\"2536861eb362519d02129de6\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:513040\",\"source_review_id\":\"UmF0aW5nLTI0MDk0MDg0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/513040\",\"type\":\"review\"},{\"instructor_name\":\"Steve Hutchinson\",\"review_date\":\"2021-04-28 18:32:39 +0000 UTC\",\"review_id\":\"a0c416d5184c0e39e0224970\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:513040\",\"source_review_id\":\"UmF0aW5nLTM0NjQ4MzMx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/513040\",\"type\":\"review\"}],\"text\":\"Steven Hutchinson is knowledgeable but his lectures are often hard to follow or boring, leading students to rely on discussion sections and self-study for success.\"},{\"citations\":[{\"course_id\":\"SPANISH 224\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"SPANISH 224\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"SPANISH 224\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.51 GPA, 73.3% A/AB (n=86 letter grades); Fall 2025: 3.66 GPA, 76.1% A/AB (n=88 letter grades); Spring 2026: 3.69 GPA, 83.3% A/AB (n=78 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Steve Hutchinson\",\"review_date\":\"2014-12-15 22:34:58 +0000 UTC\",\"review_id\":\"2536861eb362519d02129de6\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:513040\",\"source_review_id\":\"UmF0aW5nLTI0MDk0MDg0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/513040\",\"type\":\"review\"},{\"instructor_name\":\"Steve Hutchinson\",\"review_date\":\"2021-04-28 18:32:39 +0000 UTC\",\"review_id\":\"a0c416d5184c0e39e0224970\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:513040\",\"source_review_id\":\"UmF0aW5nLTM0NjQ4MzMx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/513040\",\"type\":\"review\"}],\"text\":\"Lectures are frequently described as disorganized or boring, with students finding more value in discussion sections and TA-led sessions than in the professor's instruction.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"SPANISH 224\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":10,\"source_course_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"source_record\":{\"entity_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1092\",\"type\":\"grade\"},{\"course_id\":\"SPANISH 224\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"source_record\":{\"entity_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"SPANISH 224\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"source_record\":{\"entity_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"SPANISH 224\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"source_record\":{\"entity_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"},{\"course_id\":\"SPANISH 224\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"source_record\":{\"entity_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"}],\"text\":\"IVY CORFIS is recorded teaching in Fall 2008, Spring 2016, Fall 2016, Spring 2017, Fall 2017. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"SPANISH 224\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"source_record\":{\"entity_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1142\",\"type\":\"grade\"},{\"course_id\":\"SPANISH 224\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"source_record\":{\"entity_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1144\",\"type\":\"grade\"},{\"course_id\":\"SPANISH 224\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"source_record\":{\"entity_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"SPANISH 224\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"source_record\":{\"entity_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"SPANISH 224\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"source_record\":{\"entity_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"},{\"course_id\":\"SPANISH 224\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"source_record\":{\"entity_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"SPANISH 224\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"source_record\":{\"entity_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"SPANISH 224\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"source_record\":{\"entity_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"SPANISH 224\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"source_record\":{\"entity_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"JUAN EGEA is recorded teaching in Fall 2013, Spring 2014, Fall 2015, Spring 2016, Spring 2018, Fall 2018, Fall 2023, Spring 2025, Fall 2025. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"SPANISH 224\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"source_record\":{\"entity_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1072\",\"type\":\"grade\"},{\"course_id\":\"SPANISH 224\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"source_record\":{\"entity_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1122\",\"type\":\"grade\"},{\"course_id\":\"SPANISH 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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_4fec2b1c5b68901d6f2810c8","course_id":"SPANISH 224","catalog_version_id":"f2e2efefeafad087656f3c3758e87c35407ecdccd14677cc27700701555b0a47","record_version_id":"c6f53bd16da2c803140e58817c8c6e6f645a8b2b7ec62a1dee5a8295c245165e","job_id":"enrich-ecd149b6a6e0877fce2f3d1c","output_id":"f5e446e71e9138701c9a8def3a24c1e529ddf310abd58c30c38cc43ed2eac2ac","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"SPANISH 226or concurrent enrollment, orSPANISH 311or concurrent enrollment\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":226,\"minimum_grade\":null,\"subjects\":[\"SPANISH\"],\"timing\":\"prior_or_concurrent\"},\"evidence\":\"SPANISH 226or concurrent enrollment\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":311,\"minimum_grade\":null,\"subjects\":[\"SPANISH\"],\"timing\":\"prior_or_concurrent\"},\"evidence\":\"SPANISH 311or concurrent enrollment\",\"id\":\"n2\",\"kind\":\"course\"}],\"notes\":[],\"root\":\"n0\",\"status\":\"parsed\"}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_4fec2b1c5b68901d6f2810c8","course_id":"SPANISH 224","catalog_version_id":"f2e2efefeafad087656f3c3758e87c35407ecdccd14677cc27700701555b0a47","record_version_id":"c6f53bd16da2c803140e58817c8c6e6f645a8b2b7ec62a1dee5a8295c245165e","job_id":"enrich-ecd149b6a6e0877fce2f3d1c","output_id":"f5e446e71e9138701c9a8def3a24c1e529ddf310abd58c30c38cc43ed2eac2ac","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"SPANISH 226\",\"field\":\"description\",\"quote\":\"Intensive practice in reading, writing, and grammar.\"}],\"text\":\"Intermediate Spanish language proficiency, including reading, writing, and grammar.\"},{\"evidence\":[{\"course_id\":\"SPANISH 311\",\"field\":\"description\",\"quote\":\"Advanced language practice, including intensive writing and work in pertinent areas of grammar and stylistics.\"}],\"text\":\"Advanced Spanish language proficiency, including intensive writing, grammar, and stylistics.\"}],\"search_phrases\":[\"Hispanic literature analysis\",\"Spanish literary genres\",\"oral discussion literature Spanish\",\"literary forms conventions Spanish\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"SPANISH 224\",\"field\":\"description\",\"quote\":\"development of oral and written skills for the discussion of literature\"}],\"text\":\"Oral and written skills for discussing literature.\"},{\"evidence\":[{\"course_id\":\"SPANISH 224\",\"field\":\"description\",\"quote\":\"methods of analyzing basic literary forms, conventions, genres\"}],\"text\":\"Methods of analyzing basic literary forms, conventions, and genres.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"SPANISH 224\",\"field\":\"title\",\"quote\":\"INTRODUCTION TO HISPANIC LITERATURES\"},{\"course_id\":\"SPANISH 224\",\"field\":\"description\",\"quote\":\"An introduction to reading and analyzing literary works, with special emphasis on development of oral and written skills for the discussion of literature. Concentration on methods of analyzing basic literary forms, conventions, genres, and representative short texts in Spanish.\"}],\"text\":\"Introduction to reading and analyzing Hispanic literary works, focusing on oral and written discussion skills and methods for analyzing literary forms, conventions, and genres in Spanish.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"SPANISH 224\",\"field\":\"description\",\"quote\":\"basic literary forms, conventions, genres, and representative short texts in Spanish\"}],\"text\":\"Basic literary forms, conventions, and genres in Spanish.\"},{\"evidence\":[{\"course_id\":\"SPANISH 224\",\"field\":\"description\",\"quote\":\"reading and analyzing literary works\"}],\"text\":\"Reading and analyzing literary works.\"}]}","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_4fec2b1c5b68901d6f2810c8","course_id":"SPANISH 224","catalog_version_id":"f2e2efefeafad087656f3c3758e87c35407ecdccd14677cc27700701555b0a47","record_version_id":"c6f53bd16da2c803140e58817c8c6e6f645a8b2b7ec62a1dee5a8295c245165e","job_id":"enrich-ecd149b6a6e0877fce2f3d1c","output_id":"f5e446e71e9138701c9a8def3a24c1e529ddf310abd58c30c38cc43ed2eac2ac","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Juan is an excellent professor. He's passionate about teaching and has a great sense of humor. He is also very clear about his expectations for the course and exams (the study guides are extremely helpful). For the first time teaching 224 in a large lecture format, he did a great job.\",\"course_id\":\"SPANISH 224\",\"date\":\"2013-12-23 01:57:24 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"56e9589b06e0271cf99437ae\",\"instructor_id\":\"rmp:319621\",\"instructor_name\":\"Juan Egea\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIyNjQ0MDA1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/319621\"},{\"comment\":\"Ivy truly cares about her students! The best advice I can say is that you should read the material, talk to her outside of class when you can, and communicate openly with her! She gives you the resources to be successful, be sure to use them. She's very understanding and wants to know what is going on with her students so that she can help however!\",\"course_id\":\"SPANISH 224\",\"date\":\"2017-12-15 11:07:03 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"158fc2fce9e42016fd29d6a2\",\"instructor_id\":\"rmp:720513\",\"instructor_name\":\"Ivy Corfis\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI5MjE3MjI3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/720513\"},{\"comment\":\"Steven is a good professor, but his lectures are definitely geared toward smaller class sizes. He tends to be hard to follow and ends up getting off topic a lot. I definitely got the most out of my discussion sections and eventually didn't attend lecture.\",\"course_id\":\"SPANISH 224\",\"date\":\"2014-12-15 22:34:58 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"2536861eb362519d02129de6\",\"instructor_id\":\"rmp:513040\",\"instructor_name\":\"Steve Hutchinson\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTI0MDk0MDg0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/513040\"},{\"comment\":\"Very intimidating professor who tends to scare students from participating. Often gives unclear instructions or changes them often. Greatly improved my Spanish skills, however. Need to work hard in the class to get an A.\",\"course_id\":\"SPANISH 224\",\"date\":\"2014-12-19 23:57:33 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"61192c275f5d0a3d16753ae9\",\"instructor_id\":\"rmp:592711\",\"instructor_name\":\"Ksenija Bilbija\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTI0MTUxOTE2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/592711\"}],\"evidence_count\":4,\"review_ids\":[\"56e9589b06e0271cf99437ae\",\"158fc2fce9e42016fd29d6a2\",\"2536861eb362519d02129de6\",\"61192c275f5d0a3d16753ae9\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:319621\",\"name\":\"Juan Egea\"},{\"id\":\"rmp:513040\",\"name\":\"Steve Hutchinson\"},{\"id\":\"rmp:592711\",\"name\":\"Ksenija Bilbija\"},{\"id\":\"rmp:720513\",\"name\":\"Ivy Corfis\"}],\"review_year_end\":\"2017\",\"review_year_start\":\"2013\"},\"sentiment\":\"mixed\",\"summary\":\"Instructor quality varies. Some are clear and helpful, while others are dry, unclear, or intimidating.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"Has annoying Castillian accent, likes to babble about useless poetry crap, but does teach relevant subjects, grades fairly, and does help prepare for exams.  If you can, go for Juan Egea-he's way better.\",\"course_id\":\"SPANISH 224\",\"date\":\"2005-10-08 19:40:42 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"783ad404d11ba6a18300abf6\",\"instructor_id\":\"rmp:720513\",\"instructor_name\":\"Ivy Corfis\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTEwNTY2ODQ5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/720513\"},{\"comment\":\"Great teacher.  Tests are easy since you review everything on them the class before the test.  Grades fairly.  Hard to read handwriting.\",\"course_id\":\"SPANISH 224\",\"date\":\"2005-12-15 14:08:39 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"1648791c477899614283d0ff\",\"instructor_id\":\"rmp:720513\",\"instructor_name\":\"Ivy Corfis\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTExMTY5NzMz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/720513\"},{\"comment\":\"She's very clear and helpful, but serious about what she does.  Just be sure you participate- I raised my hand at every participation opportunity but still was getting weekly 75%.  She said that attendance isn't mandatory, but it pretty much is if you want to get a good participation grade.  You'll get 20% taken off for missing a day.\",\"course_id\":\"SPANISH 224\",\"date\":\"2013-10-16 14:22:21 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"09ee1775e254bfa7444bda1d\",\"instructor_id\":\"rmp:1683447\",\"instructor_name\":\"Marin Laufenberg\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTIyMTg0MDgx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1683447\"},{\"comment\":\"Very intimidating and her opinion is always right. If you can just accept she's always right she will tolerate you. Do readings and delegate time to study before tests and you should get an alright grade. An A is achievable but probably from native speakers due to complex readings she expects you to dissect as if spanish was your first language. \",\"course_id\":\"SPANISH 224\",\"date\":\"2015-10-26 23:34:24 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"3087fd1a60a46134cc8ca02d\",\"instructor_id\":\"rmp:592711\",\"instructor_name\":\"Ksenija Bilbija\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTI1Mjk2Njc5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/592711\"}],\"evidence_count\":4,\"review_ids\":[\"783ad404d11ba6a18300abf6\",\"1648791c477899614283d0ff\",\"09ee1775e254bfa7444bda1d\",\"3087fd1a60a46134cc8ca02d\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1683447\",\"name\":\"Marin Laufenberg\"},{\"id\":\"rmp:592711\",\"name\":\"Ksenija Bilbija\"},{\"id\":\"rmp:720513\",\"name\":\"Ivy Corfis\"}],\"review_year_end\":\"2015\",\"review_year_start\":\"2005\"},\"sentiment\":\"mixed\",\"summary\":\"Grading is fair but participation is heavily weighted. Exams are manageable with review, but high grades require strong reading skills.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Ivy is very passionate about her work but lectures are very dry and boring. She gives practice tests, make sure you do them! There is a lot of reading required and be prepared for quizzes.\",\"course_id\":\"SPANISH 224\",\"date\":\"2018-01-04 14:41:39 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"843ce4ffbf3e4ff830f5b876\",\"instructor_id\":\"rmp:720513\",\"instructor_name\":\"Ivy Corfis\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTI5Mzg4MTk2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/720513\"},{\"comment\":\"Very intimidating and her opinion is always right. If you can just accept she's always right she will tolerate you. Do readings and delegate time to study before tests and you should get an alright grade. An A is achievable but probably from native speakers due to complex readings she expects you to dissect as if spanish was your first language. \",\"course_id\":\"SPANISH 224\",\"date\":\"2015-10-26 23:34:24 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"3087fd1a60a46134cc8ca02d\",\"instructor_id\":\"rmp:592711\",\"instructor_name\":\"Ksenija Bilbija\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTI1Mjk2Njc5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/592711\"},{\"comment\":\"Ivy truly cares about her students! The best advice I can say is that you should read the material, talk to her outside of class when you can, and communicate openly with her! She gives you the resources to be successful, be sure to use them. She's very understanding and wants to know what is going on with her students so that she can help however!\",\"course_id\":\"SPANISH 224\",\"date\":\"2017-12-15 11:07:03 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"158fc2fce9e42016fd29d6a2\",\"instructor_id\":\"rmp:720513\",\"instructor_name\":\"Ivy Corfis\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI5MjE3MjI3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/720513\"}],\"evidence_count\":3,\"review_ids\":[\"843ce4ffbf3e4ff830f5b876\",\"3087fd1a60a46134cc8ca02d\",\"158fc2fce9e42016fd29d6a2\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:592711\",\"name\":\"Ksenija Bilbija\"},{\"id\":\"rmp:720513\",\"name\":\"Ivy Corfis\"}],\"review_year_end\":\"2018\",\"review_year_start\":\"2015\"},\"sentiment\":\"mixed\",\"summary\":\"Significant reading and quiz/test preparation is required. Success demands diligent study and use of provided resources.\"}]}","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_4fec2b1c5b68901d6f2810c8","course_id":"SPANISH 224","catalog_version_id":"f2e2efefeafad087656f3c3758e87c35407ecdccd14677cc27700701555b0a47","record_version_id":"c6f53bd16da2c803140e58817c8c6e6f645a8b2b7ec62a1dee5a8295c245165e","job_id":"enrich-ecd149b6a6e0877fce2f3d1c","output_id":"f5e446e71e9138701c9a8def3a24c1e529ddf310abd58c30c38cc43ed2eac2ac","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"86fa7eb47bb70ee7fdc3bf04496605913290c10232aa780d21b0b71314dafcd2\",\"course_id\":\"SPANISH 224\",\"current_instructors\":[{\"instructor_uid\":\"instructor_44048895281a6081e9812795\",\"message\":null,\"name\":\"Steven Hutchinson\",\"review_status\":\"supported\",\"rmp_instructor_id\":\"rmp:513040\",\"summary\":[{\"citations\":[{\"instructor_name\":\"Steve Hutchinson\",\"review_date\":\"2014-12-15 22:34:58 +0000 UTC\",\"review_id\":\"2536861eb362519d02129de6\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:513040\",\"source_review_id\":\"UmF0aW5nLTI0MDk0MDg0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/513040\",\"type\":\"review\"},{\"instructor_name\":\"Steve Hutchinson\",\"review_date\":\"2021-04-28 18:32:39 +0000 UTC\",\"review_id\":\"a0c416d5184c0e39e0224970\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:513040\",\"source_review_id\":\"UmF0aW5nLTM0NjQ4MzMx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/513040\",\"type\":\"review\"}],\"text\":\"Steven Hutchinson is knowledgeable but his lectures are often hard to follow and off-topic, particularly in larger or online settings. Reviewers suggest that discussion sections and self-study are more effective for learning than attending his lectures.\"},{\"citations\":[{\"course_id\":\"SPANISH 224\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"source_record\":{\"entity_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"SPANISH 224\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"source_record\":{\"entity_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"SPANISH 224\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"source_record\":{\"entity_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2024: 3.59 GPA, 74.2% A/AB (n=93 letter grades); Fall 2024: 3.60 GPA, 80.2% A/AB (n=81 letter grades); Spring 2026: 3.69 GPA, 83.3% A/AB (n=78 letter grades).\"}]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Steve Hutchinson\",\"review_date\":\"2021-04-28 18:32:39 +0000 UTC\",\"review_id\":\"a0c416d5184c0e39e0224970\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:513040\",\"source_review_id\":\"UmF0aW5nLTM0NjQ4MzMx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/513040\",\"type\":\"review\"}],\"text\":\"Students report that reading independently and attending discussion sections can lead to an easy grade, while lectures are not essential for learning the material.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Ivy Corfis\",\"review_date\":\"2005-10-08 19:40:42 +0000 UTC\",\"review_id\":\"783ad404d11ba6a18300abf6\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:720513\",\"source_review_id\":\"UmF0aW5nLTEwNTY2ODQ5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/720513\",\"type\":\"review\"},{\"instructor_name\":\"Ivy Corfis\",\"review_date\":\"2005-12-15 14:08:39 +0000 UTC\",\"review_id\":\"1648791c477899614283d0ff\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:720513\",\"source_review_id\":\"UmF0aW5nLTExMTY5NzMz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/720513\",\"type\":\"review\"},{\"instructor_name\":\"Ivy Corfis\",\"review_date\":\"2017-12-15 11:07:03 +0000 UTC\",\"review_id\":\"158fc2fce9e42016fd29d6a2\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:720513\",\"source_review_id\":\"UmF0aW5nLTI5MjE3MjI3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/720513\",\"type\":\"review\"},{\"instructor_name\":\"Ivy Corfis\",\"review_date\":\"2018-01-04 14:41:39 +0000 UTC\",\"review_id\":\"843ce4ffbf3e4ff830f5b876\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:720513\",\"source_review_id\":\"UmF0aW5nLTI5Mzg4MTk2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/720513\",\"type\":\"review\"}],\"text\":\"Historical reviews for Ivy Corfis describe her as helpful and fair, though one reviewer cites an annoying accent and dry lectures (review:1, review:8). Another notes her handwriting is hard to read (review:2). Reviewers mention she provides practice tests and general resources to help students succeed (review:7, review:8). One reviewer notes she cares deeply about student well-being (review:7).\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Steve Hutchinson\",\"review_date\":\"2014-12-15 22:34:58 +0000 UTC\",\"review_id\":\"2536861eb362519d02129de6\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:513040\",\"source_review_id\":\"UmF0aW5nLTI0MDk0MDg0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/513040\",\"type\":\"review\"},{\"instructor_name\":\"Steve Hutchinson\",\"review_date\":\"2021-04-28 18:32:39 +0000 UTC\",\"review_id\":\"a0c416d5184c0e39e0224970\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:513040\",\"source_review_id\":\"UmF0aW5nLTM0NjQ4MzMx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/513040\",\"type\":\"review\"}],\"text\":\"Steven Hutchinson is knowledgeable but his lectures are often hard to follow or boring, leading students to rely on discussion sections and self-study for success.\"},{\"citations\":[{\"course_id\":\"SPANISH 224\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"SPANISH 224\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"SPANISH 224\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.51 GPA, 73.3% A/AB (n=86 letter grades); Fall 2025: 3.66 GPA, 76.1% A/AB (n=88 letter grades); Spring 2026: 3.69 GPA, 83.3% A/AB (n=78 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Steve Hutchinson\",\"review_date\":\"2014-12-15 22:34:58 +0000 UTC\",\"review_id\":\"2536861eb362519d02129de6\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:513040\",\"source_review_id\":\"UmF0aW5nLTI0MDk0MDg0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/513040\",\"type\":\"review\"},{\"instructor_name\":\"Steve Hutchinson\",\"review_date\":\"2021-04-28 18:32:39 +0000 UTC\",\"review_id\":\"a0c416d5184c0e39e0224970\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:513040\",\"source_review_id\":\"UmF0aW5nLTM0NjQ4MzMx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/513040\",\"type\":\"review\"}],\"text\":\"Lectures are frequently described as disorganized or boring, with students finding more value in discussion sections and TA-led sessions than in the professor's instruction.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"SPANISH 224\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":10,\"source_course_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"source_record\":{\"entity_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1092\",\"type\":\"grade\"},{\"course_id\":\"SPANISH 224\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"source_record\":{\"entity_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"SPANISH 224\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"source_record\":{\"entity_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"SPANISH 224\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"source_record\":{\"entity_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"},{\"course_id\":\"SPANISH 224\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"source_record\":{\"entity_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"}],\"text\":\"IVY CORFIS is recorded teaching in Fall 2008, Spring 2016, Fall 2016, Spring 2017, Fall 2017. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"SPANISH 224\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"source_record\":{\"entity_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1142\",\"type\":\"grade\"},{\"course_id\":\"SPANISH 224\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"source_record\":{\"entity_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1144\",\"type\":\"grade\"},{\"course_id\":\"SPANISH 224\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"source_record\":{\"entity_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"SPANISH 224\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"source_record\":{\"entity_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"SPANISH 224\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"source_record\":{\"entity_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"},{\"course_id\":\"SPANISH 224\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"source_record\":{\"entity_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"SPANISH 224\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"source_record\":{\"entity_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"SPANISH 224\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"source_record\":{\"entity_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"SPANISH 224\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"source_record\":{\"entity_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"JUAN EGEA is recorded teaching in Fall 2013, Spring 2014, Fall 2015, Spring 2016, Spring 2018, Fall 2018, Fall 2023, Spring 2025, Fall 2025. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"SPANISH 224\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"source_record\":{\"entity_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1072\",\"type\":\"grade\"},{\"course_id\":\"SPANISH 224\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"source_record\":{\"entity_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1122\",\"type\":\"grade\"},{\"course_id\":\"SPANISH 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Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"SPANISH 224\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":5,\"source_course_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"source_record\":{\"entity_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1074\",\"type\":\"grade\"},{\"course_id\":\"SPANISH 224\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":7,\"source_course_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"source_record\":{\"entity_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1082\",\"type\":\"grade\"},{\"course_id\":\"SPANISH 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224\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"source_record\":{\"entity_id\":\"e05e5940-d15a-3257-9813-e4f6f722e271\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"STEVEN HUTCHINSON is recorded teaching in Spring 2007, Fall 2007, Fall 2008, Spring 2009, Fall 2009, Fall 2011, Spring 2012, Spring 2013, Spring 2014, Fall 2014, Spring 2015, Fall 2015, Fall 2021, Spring 2022, Fall 2022, Spring 2023, Spring 2024, Fall 2024, Spring 2026. 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}]