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Gives great lectures.\",\"course_id\":\"CLASSICS 430\",\"date\":\"2015-11-18 11:40:32 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"74c003419087208822455001\",\"instructor_id\":\"rmp:383852\",\"instructor_name\":\"William Aylward\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTI1NDM5ODYx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/383852\"},{\"comment\":\"I loved listening to his lectures because he obviously is very invested in his work and is also very knowledgable. He has an interesting sense of humor and it may not be appreciated by everyone. There was lots of reading to do for my class and the only way to get some of the information was to go to lecture. \",\"course_id\":\"CLASSICS 430\",\"date\":\"2015-11-24 11:39:50 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"c312b6561047bab037ff30a9\",\"instructor_id\":\"rmp:383852\",\"instructor_name\":\"William Aylward\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI1NDgxNTU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/383852\"}],\"evidence_count\":3,\"review_ids\":[\"d1c47cc168e87c6a47e0b653\",\"74c003419087208822455001\",\"c312b6561047bab037ff30a9\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:383852\",\"name\":\"William Aylward\"}],\"review_year_end\":\"2015\",\"review_year_start\":\"2005\"},\"sentiment\":\"mixed\",\"summary\":\"Overall student experiences vary significantly, with some praising the professor's expertise and humor, while others found him difficult to connect with and unhelpful during office hours.\"}]}","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_352415d8b20c5921ef3f9eea","course_id":"CLASSICS 430","catalog_version_id":"85b5831ab469c1984b8d79fc6f3e8ce762ff4b8dfe810d4ac94ae030abf307e9","record_version_id":"5a7f3a85cc5d2ed178efa493a6f8def2550deb6253585bee9691f4893daa0319","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"0670c2f1ee985d2cfd2c4bfa1c343494010fecb414f9f5b0ca3b8280118a3c7d","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"95c9510dac04f8411cba6a1fdde02c5be7afeef7fce874019be1969cc4f743b6\",\"course_id\":\"CLASSICS 430\",\"current_instructors\":[],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"William Aylward\",\"review_date\":\"2015-11-24 11:39:50 +0000 UTC\",\"review_id\":\"c312b6561047bab037ff30a9\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:383852\",\"source_review_id\":\"UmF0aW5nLTI1NDgxNTU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/383852\",\"type\":\"review\"}],\"text\":\"Historical reviews of William Aylward: The course involves a significant amount of reading, and attending lectures is necessary to access some of the course information.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"William Aylward\",\"review_date\":\"2005-07-11 04:27:46 +0000 UTC\",\"review_id\":\"d1c47cc168e87c6a47e0b653\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:383852\",\"source_review_id\":\"UmF0aW5nLTEwMDEyNDU3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/383852\",\"type\":\"review\"},{\"instructor_name\":\"William Aylward\",\"review_date\":\"2015-11-18 11:40:32 +0000 UTC\",\"review_id\":\"74c003419087208822455001\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:383852\",\"source_review_id\":\"UmF0aW5nLTI1NDM5ODYx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/383852\",\"type\":\"review\"},{\"instructor_name\":\"William Aylward\",\"review_date\":\"2015-11-24 11:39:50 +0000 UTC\",\"review_id\":\"c312b6561047bab037ff30a9\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:383852\",\"source_review_id\":\"UmF0aW5nLTI1NDgxNTU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/383852\",\"type\":\"review\"}],\"text\":\"Historical reviews of William Aylward: William Aylward receives polarized feedback regarding his teaching style. Reviewers describe him as knowledgeable and hilarious, yet others find his lectures unclear and his office hours unhelpful. Students note his strong investment in the subject matter and engaging humor, though clarity varies by perspective.\"}],\"message\":null,\"offered\":false,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"William Aylward\",\"review_date\":\"2015-11-18 11:40:32 +0000 UTC\",\"review_id\":\"74c003419087208822455001\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:383852\",\"source_review_id\":\"UmF0aW5nLTI1NDM5ODYx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/383852\",\"type\":\"review\"},{\"instructor_name\":\"William Aylward\",\"review_date\":\"2015-11-24 11:39:50 +0000 UTC\",\"review_id\":\"c312b6561047bab037ff30a9\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:383852\",\"source_review_id\":\"UmF0aW5nLTI1NDgxNTU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/383852\",\"type\":\"review\"}],\"text\":\"Historical reviews of William Aylward: William Aylward is described as knowledgeable and hilarious, with engaging lectures that provide essential information not found in readings.\"},{\"citations\":[{\"course_id\":\"CLASSICS 430\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"01fd54fb-bf74-32ad-9a0a-19db6901cfe2\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"CLASSICS 430\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"01fd54fb-bf74-32ad-9a0a-19db6901cfe2\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"CLASSICS 430\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"01fd54fb-bf74-32ad-9a0a-19db6901cfe2\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2017: 3.43 GPA, 71.4% A/AB (n=7 letter grades); Spring 2024: 3.61 GPA, 74.5% A/AB (n=47 letter grades); Spring 2026: 3.61 GPA, 73.7% A/AB (n=38 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"William Aylward\",\"review_date\":\"2005-07-11 04:27:46 +0000 UTC\",\"review_id\":\"d1c47cc168e87c6a47e0b653\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:383852\",\"source_review_id\":\"UmF0aW5nLTEwMDEyNDU3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/383852\",\"type\":\"review\"}],\"text\":\"Historical reviews note that William Aylward can be an unclear lecturer and may rush through office hours without answering questions.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"CLASSICS 430\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"01fd54fb-bf74-32ad-9a0a-19db6901cfe2\",\"source_record\":{\"entity_id\":\"01fd54fb-bf74-32ad-9a0a-19db6901cfe2\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1092\",\"type\":\"grade\"},{\"course_id\":\"CLASSICS 430\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"01fd54fb-bf74-32ad-9a0a-19db6901cfe2\",\"source_record\":{\"entity_id\":\"01fd54fb-bf74-32ad-9a0a-19db6901cfe2\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"},{\"course_id\":\"CLASSICS 430\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"01fd54fb-bf74-32ad-9a0a-19db6901cfe2\",\"source_record\":{\"entity_id\":\"01fd54fb-bf74-32ad-9a0a-19db6901cfe2\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1122\",\"type\":\"grade\"},{\"course_id\":\"CLASSICS 430\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"01fd54fb-bf74-32ad-9a0a-19db6901cfe2\",\"source_record\":{\"entity_id\":\"01fd54fb-bf74-32ad-9a0a-19db6901cfe2\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"CLASSICS 430\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"01fd54fb-bf74-32ad-9a0a-19db6901cfe2\",\"source_record\":{\"entity_id\":\"01fd54fb-bf74-32ad-9a0a-19db6901cfe2\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"CLASSICS 430\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"01fd54fb-bf74-32ad-9a0a-19db6901cfe2\",\"source_record\":{\"entity_id\":\"01fd54fb-bf74-32ad-9a0a-19db6901cfe2\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"WILLIAM AYLWARD is recorded teaching in Fall 2008, Fall 2010, Fall 2011, Fall 2015, Spring 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}]