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The quizzes, tests, and oral exams are not difficult if you study.\",\"course_id\":\"ITALIAN 102\",\"date\":\"2019-07-23 10:30:56 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"b5cb573a6dbfe91cee3ec972\",\"instructor_id\":\"rmp:1869345\",\"instructor_name\":\"Irene Hatzopoulos\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMyMTE1MDA3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1869345\"}],\"evidence_count\":2,\"review_ids\":[\"c50b48a840e02cea580dcce2\",\"b5cb573a6dbfe91cee3ec972\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1869345\",\"name\":\"Irene Hatzopoulos\"},{\"id\":\"rmp:2144455\",\"name\":\"Hilary Emerson\"}],\"review_year_end\":\"2019\",\"review_year_start\":\"2016\"},\"sentiment\":\"positive\",\"summary\":\"Quizzes, tests, and oral exams are not difficult if you study, and deadlines are clear.\"},{\"aspect\":\"organization\",\"evidence\":[{\"comment\":\"I would describe Hilary as firm-but-fair. She definitely pays attention to your participation and attendance more than some other TAs might. She expects you to stay on task. But all in all she was very nice, helpful, and knowledgeable. She made important deadlines clear and always gave tips on the most important things to study.\",\"course_id\":\"ITALIAN 102\",\"date\":\"2016-05-14 05:51:08 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"c50b48a840e02cea580dcce2\",\"instructor_id\":\"rmp:2144455\",\"instructor_name\":\"Hilary Emerson\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI2NTcyNTY4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2144455\"}],\"evidence_count\":1,\"review_ids\":[\"c50b48a840e02cea580dcce2\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2144455\",\"name\":\"Hilary Emerson\"}],\"review_year_end\":\"2016\",\"review_year_start\":\"2016\"},\"sentiment\":\"positive\",\"summary\":\"Instructors are firm-but-fair, pay attention to participation and attendance, and make important deadlines clear.\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_d6fff9cdf353e8b6f11eb208","course_id":"ITALIAN 102","catalog_version_id":"cc769f8ef8f3949c02665961ee8dc293b074c2bc84dbd42d4548f9d40c95706b","record_version_id":"f8479395a118c56f1b35fc6a9723419c07dd94f4c1d4452fdb6281d9e59d58df","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"9ae8c9f9ae8f3d4b7975ccd18cbc3c190de40ab372f6304725242e3332cd36a0","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"7b8d291575a8dbcaf891c82b1208bcf5df70906008c51768b4e796829f75cbbc\",\"course_id\":\"ITALIAN 102\",\"current_instructors\":[{\"instructor_uid\":\"instructor_0a60dbbd4e55ec0c7e0fe2bb\",\"message\":\"No course-specific reviews available\",\"name\":\"Dario Becattini\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[{\"citations\":[{\"course_id\":\"ITALIAN 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"48334fc5-2da9-373a-bf82-eab16264d4c2\",\"source_record\":{\"entity_id\":\"48334fc5-2da9-373a-bf82-eab16264d4c2\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"ITALIAN 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"48334fc5-2da9-373a-bf82-eab16264d4c2\",\"source_record\":{\"entity_id\":\"48334fc5-2da9-373a-bf82-eab16264d4c2\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2025: 3.92 GPA, 100.0% A/AB (n=12 letter grades); Spring 2026: 3.40 GPA, 69.2% A/AB (n=26 letter grades). Includes jointly taught sections.\"}]},{\"instructor_uid\":\"instructor_b3670883bc5cf5e64db4527d\",\"message\":\"No course-specific reviews available\",\"name\":\"Sara Coppola\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Irene Hatzopoulos\",\"review_date\":\"2019-07-23 10:30:56 +0000 UTC\",\"review_id\":\"b5cb573a6dbfe91cee3ec972\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1869345\",\"source_review_id\":\"UmF0aW5nLTMyMTE1MDA3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1869345\",\"type\":\"review\"}],\"text\":\"Historical reviews of Irene Hatzopoulos: Reviewers note a fair amount of homework that is essential, though quizzes and exams are manageable with preparation.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Hilary Emerson\",\"review_date\":\"2016-05-14 05:51:08 +0000 UTC\",\"review_id\":\"c50b48a840e02cea580dcce2\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2144455\",\"source_review_id\":\"UmF0aW5nLTI2NTcyNTY4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2144455\",\"type\":\"review\"},{\"instructor_name\":\"Irene Hatzopoulos\",\"review_date\":\"2019-07-23 10:30:56 +0000 UTC\",\"review_id\":\"b5cb573a6dbfe91cee3ec972\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1869345\",\"source_review_id\":\"UmF0aW5nLTMyMTE1MDA3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1869345\",\"type\":\"review\"}],\"text\":\"Historical reviews for Hilary Emerson and Irene Hatzopoulos highlight clear instruction, helpfulness, and firm-but-fair expectations regarding participation and deadlines. Irene Hatzopoulos is noted for presenting concepts clearly and being accommodating, while Hilary Emerson is described as knowledgeable and attentive to student engagement.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Hilary Emerson\",\"review_date\":\"2016-05-14 05:51:08 +0000 UTC\",\"review_id\":\"c50b48a840e02cea580dcce2\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2144455\",\"source_review_id\":\"UmF0aW5nLTI2NTcyNTY4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2144455\",\"type\":\"review\"},{\"instructor_name\":\"Irene Hatzopoulos\",\"review_date\":\"2019-07-23 10:30:56 +0000 UTC\",\"review_id\":\"b5cb573a6dbfe91cee3ec972\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1869345\",\"source_review_id\":\"UmF0aW5nLTMyMTE1MDA3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1869345\",\"type\":\"review\"}],\"text\":\"Historical reviews describe Italian 102 as a supportive and clear introductory course where consistent study leads to success on assessments.\"},{\"citations\":[{\"course_id\":\"ITALIAN 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"48334fc5-2da9-373a-bf82-eab16264d4c2\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"ITALIAN 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"48334fc5-2da9-373a-bf82-eab16264d4c2\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"ITALIAN 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"48334fc5-2da9-373a-bf82-eab16264d4c2\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.70 GPA, 88.4% A/AB (n=69 letter grades); Fall 2025: 3.80 GPA, 95.7% A/AB (n=23 letter grades); Spring 2026: 3.49 GPA, 69.0% A/AB (n=71 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Hilary Emerson\",\"review_date\":\"2016-05-14 05:51:08 +0000 UTC\",\"review_id\":\"c50b48a840e02cea580dcce2\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2144455\",\"source_review_id\":\"UmF0aW5nLTI2NTcyNTY4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2144455\",\"type\":\"review\"},{\"instructor_name\":\"Irene Hatzopoulos\",\"review_date\":\"2019-07-23 10:30:56 +0000 UTC\",\"review_id\":\"b5cb573a6dbfe91cee3ec972\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1869345\",\"source_review_id\":\"UmF0aW5nLTMyMTE1MDA3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1869345\",\"type\":\"review\"}],\"text\":\"Students value clear concept presentation, firm attendance expectations, and helpful study tips from historical instructors.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"ITALIAN 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":8,\"source_course_id\":\"48334fc5-2da9-373a-bf82-eab16264d4c2\",\"source_record\":{\"entity_id\":\"48334fc5-2da9-373a-bf82-eab16264d4c2\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1074\",\"type\":\"grade\"},{\"course_id\":\"ITALIAN 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":8,\"source_course_id\":\"48334fc5-2da9-373a-bf82-eab16264d4c2\",\"source_record\":{\"entity_id\":\"48334fc5-2da9-373a-bf82-eab16264d4c2\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"},{\"course_id\":\"ITALIAN 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":7,\"source_course_id\":\"48334fc5-2da9-373a-bf82-eab16264d4c2\",\"source_record\":{\"entity_id\":\"48334fc5-2da9-373a-bf82-eab16264d4c2\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1114\",\"type\":\"grade\"}],\"text\":\"BARBARA BIRD is recorded teaching in Spring 2007, Fall 2010, Spring 2011. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ITALIAN 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"48334fc5-2da9-373a-bf82-eab16264d4c2\",\"source_record\":{\"entity_id\":\"48334fc5-2da9-373a-bf82-eab16264d4c2\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"ITALIAN 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"48334fc5-2da9-373a-bf82-eab16264d4c2\",\"source_record\":{\"entity_id\":\"48334fc5-2da9-373a-bf82-eab16264d4c2\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"DARIO BECATTINI is recorded teaching in Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ITALIAN 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"48334fc5-2da9-373a-bf82-eab16264d4c2\",\"source_record\":{\"entity_id\":\"48334fc5-2da9-373a-bf82-eab16264d4c2\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"ITALIAN 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"48334fc5-2da9-373a-bf82-eab16264d4c2\",\"source_record\":{\"entity_id\":\"48334fc5-2da9-373a-bf82-eab16264d4c2\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"ITALIAN 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":5,\"source_course_id\":\"48334fc5-2da9-373a-bf82-eab16264d4c2\",\"source_record\":{\"entity_id\":\"48334fc5-2da9-373a-bf82-eab16264d4c2\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"ITALIAN 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":5,\"source_course_id\":\"48334fc5-2da9-373a-bf82-eab16264d4c2\",\"source_record\":{\"entity_id\":\"48334fc5-2da9-373a-bf82-eab16264d4c2\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"ITALIAN 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"48334fc5-2da9-373a-bf82-eab16264d4c2\",\"source_record\":{\"entity_id\":\"48334fc5-2da9-373a-bf82-eab16264d4c2\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"}],\"text\":\"HILARY EMERSON is recorded teaching in Fall 2015, Spring 2016, Fall 2016, Spring 2017. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ITALIAN 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":5,\"source_course_id\":\"48334fc5-2da9-373a-bf82-eab16264d4c2\",\"source_record\":{\"entity_id\":\"48334fc5-2da9-373a-bf82-eab16264d4c2\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"},{\"course_id\":\"ITALIAN 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"48334fc5-2da9-373a-bf82-eab16264d4c2\",\"source_record\":{\"entity_id\":\"48334fc5-2da9-373a-bf82-eab16264d4c2\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1154\",\"type\":\"grade\"},{\"course_id\":\"ITALIAN 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"48334fc5-2da9-373a-bf82-eab16264d4c2\",\"source_record\":{\"entity_id\":\"48334fc5-2da9-373a-bf82-eab16264d4c2\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"},{\"course_id\":\"ITALIAN 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"48334fc5-2da9-373a-bf82-eab16264d4c2\",\"source_record\":{\"entity_id\":\"48334fc5-2da9-373a-bf82-eab16264d4c2\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"},{\"course_id\":\"ITALIAN 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"48334fc5-2da9-373a-bf82-eab16264d4c2\",\"source_record\":{\"entity_id\":\"48334fc5-2da9-373a-bf82-eab16264d4c2\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"ITALIAN 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":5,\"source_course_id\":\"48334fc5-2da9-373a-bf82-eab16264d4c2\",\"source_record\":{\"entity_id\":\"48334fc5-2da9-373a-bf82-eab16264d4c2\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"ITALIAN 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"48334fc5-2da9-373a-bf82-eab16264d4c2\",\"source_record\":{\"entity_id\":\"48334fc5-2da9-373a-bf82-eab16264d4c2\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"ITALIAN 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"48334fc5-2da9-373a-bf82-eab16264d4c2\",\"source_record\":{\"entity_id\":\"48334fc5-2da9-373a-bf82-eab16264d4c2\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"ITALIAN 102\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"48334fc5-2da9-373a-bf82-eab16264d4c2\",\"source_record\":{\"entity_id\":\"48334fc5-2da9-373a-bf82-eab16264d4c2\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"}],\"text\":\"IRENE HATZOPOULOS is recorded teaching in Fall 2014, Spring 2015, Spring 2018, Fall 2019, Spring 2020, Fall 2021. Recorded history may be incomplete and does not establish a future schedule.\"}],\"term_id\":\"1272\",\"term_name\":\"2026 Fall\",\"version\":2}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false}]