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However, he is noted for assigning heavy, hard homework with strict deadlines, and he was initially unwilling to grant extensions despite accommodations.\"},{\"citations\":[{\"course_id\":\"STAT 405\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4789cf97-b05e-3197-a28d-e691b483fa81\",\"source_record\":{\"entity_id\":\"4789cf97-b05e-3197-a28d-e691b483fa81\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"STAT 405\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4789cf97-b05e-3197-a28d-e691b483fa81\",\"source_record\":{\"entity_id\":\"4789cf97-b05e-3197-a28d-e691b483fa81\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"STAT 405\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4789cf97-b05e-3197-a28d-e691b483fa81\",\"source_record\":{\"entity_id\":\"4789cf97-b05e-3197-a28d-e691b483fa81\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2024: 3.35 GPA, 68.9% A/AB (n=61 letter grades); Spring 2025: 3.65 GPA, 80.0% A/AB (n=55 letter grades); Spring 2026: 3.59 GPA, 80.4% A/AB (n=46 letter grades). 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Includes jointly taught sections.\"}]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"John Gillett\",\"review_date\":\"2025-01-21 17:12:42 +0000 UTC\",\"review_id\":\"ffc5d4efea9f82a13597bf52\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1567077\",\"source_review_id\":\"UmF0aW5nLTQwNTgwNzc0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1567077\",\"type\":\"review\"}],\"text\":\"The course involves heavy and hard homework assignments with tight and strict deadlines, even for students with flexible accommodation needs.\"}],\"errors\":[],\"historical_context\":[],\"message\":null,\"offered\":true,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"John Gillett\",\"review_date\":\"2025-01-21 17:12:42 +0000 UTC\",\"review_id\":\"ffc5d4efea9f82a13597bf52\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1567077\",\"source_review_id\":\"UmF0aW5nLTQwNTgwNzc0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1567077\",\"type\":\"review\"},{\"instructor_name\":\"John Gillett\",\"review_date\":\"2025-09-28 20:29:23 +0000 UTC\",\"review_id\":\"f290a17241e75366223606af\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1567077\",\"source_review_id\":\"UmF0aW5nLTQxNjcxMzUy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1567077\",\"type\":\"review\"}],\"text\":\"John Gillett is praised as an excellent lecturer who provides clear guidance and helpful office hours, though he is also noted for assigning heavy homework with strict deadlines.\"},{\"citations\":[{\"course_id\":\"STAT 405\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"4789cf97-b05e-3197-a28d-e691b483fa81\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"STAT 405\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"4789cf97-b05e-3197-a28d-e691b483fa81\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"STAT 405\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"4789cf97-b05e-3197-a28d-e691b483fa81\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2024: 3.35 GPA, 68.9% A/AB (n=61 letter grades); Spring 2025: 3.65 GPA, 80.0% A/AB (n=55 letter grades); Spring 2026: 3.59 GPA, 80.4% A/AB (n=46 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"John Gillett\",\"review_date\":\"2025-09-28 20:29:23 +0000 UTC\",\"review_id\":\"f290a17241e75366223606af\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1567077\",\"source_review_id\":\"UmF0aW5nLTQxNjcxMzUy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1567077\",\"type\":\"review\"}],\"text\":\"Students find Gillett's office hours super helpful, leaving them feeling more confident in the material, and appreciate his kindness and special accommodations.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"STAT 405\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4789cf97-b05e-3197-a28d-e691b483fa81\",\"source_record\":{\"entity_id\":\"4789cf97-b05e-3197-a28d-e691b483fa81\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"STAT 405\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4789cf97-b05e-3197-a28d-e691b483fa81\",\"source_record\":{\"entity_id\":\"4789cf97-b05e-3197-a28d-e691b483fa81\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"STAT 405\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4789cf97-b05e-3197-a28d-e691b483fa81\",\"source_record\":{\"entity_id\":\"4789cf97-b05e-3197-a28d-e691b483fa81\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"STAT 405\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4789cf97-b05e-3197-a28d-e691b483fa81\",\"source_record\":{\"entity_id\":\"4789cf97-b05e-3197-a28d-e691b483fa81\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"JOHN GILLETT is recorded teaching in Spring 2023, Spring 2024, Spring 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"STAT 405\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4789cf97-b05e-3197-a28d-e691b483fa81\",\"source_record\":{\"entity_id\":\"4789cf97-b05e-3197-a28d-e691b483fa81\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"STAT 405\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4789cf97-b05e-3197-a28d-e691b483fa81\",\"source_record\":{\"entity_id\":\"4789cf97-b05e-3197-a28d-e691b483fa81\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"MING PEI is recorded teaching in Spring 2025, 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":false}]