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The lecture pace is often too fast to take notes, and prereqs do not adequately prepare students for the workload.\"}],\"errors\":[{\"error\":\"UnexpectedModelBehavior: Exceeded maximum output retries (2)\",\"instructor_uid\":null,\"mode\":\"history\"}],\"historical_context\":[],\"message\":null,\"offered\":true,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Panduan An\",\"review_date\":\"2022-09-29 00:42:58 +0000 UTC\",\"review_id\":\"31033a8e2b96572b892b08fc\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2546332\",\"source_review_id\":\"UmF0aW5nLTM2NjY2ODE2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2546332\",\"type\":\"review\"},{\"instructor_name\":\"Panduan An\",\"review_date\":\"2023-10-31 18:12:49 +0000 UTC\",\"review_id\":\"f805cc1caa6d13e0a213ec99\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2546332\",\"source_review_id\":\"UmF0aW5nLTM4MzI0ODcz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2546332\",\"type\":\"review\"},{\"instructor_name\":\"Panduan An\",\"review_date\":\"2023-12-16 06:47:45 +0000 UTC\",\"review_id\":\"42d4a5343b1ce3f24df97ae5\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2546332\",\"source_review_id\":\"UmF0aW5nLTM4NzA0NjIy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2546332\",\"type\":\"review\"},{\"instructor_name\":\"Panduan An\",\"review_date\":\"2024-09-25 06:18:34 +0000 UTC\",\"review_id\":\"d52b23da14562675c845ff7f\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2546332\",\"source_review_id\":\"UmF0aW5nLTM5NzY0MTM4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2546332\",\"type\":\"review\"},{\"instructor_name\":\"Panduan An\",\"review_date\":\"2025-01-06 16:29:49 +0000 UTC\",\"review_id\":\"1758c68c4df33b9599ee02ab\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2546332\",\"source_review_id\":\"UmF0aW5nLTQwNDkxMjIy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2546332\",\"type\":\"review\"},{\"instructor_name\":\"Panduan An\",\"review_date\":\"2025-01-24 16:44:16 +0000 UTC\",\"review_id\":\"0dd17bb784416defc1e8078e\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2546332\",\"source_review_id\":\"UmF0aW5nLTQwNTk4MzY5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2546332\",\"type\":\"review\"},{\"instructor_name\":\"Panduan An\",\"review_date\":\"2025-10-11 22:38:25 +0000 UTC\",\"review_id\":\"f2c07db180b131755c5d61e0\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2546332\",\"source_review_id\":\"UmF0aW5nLTQxNzA4MzY3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2546332\",\"type\":\"review\"},{\"instructor_name\":\"Panduan An\",\"review_date\":\"2025-10-24 22:29:36 +0000 UTC\",\"review_id\":\"52a6044388d22780d69cd73f\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2546332\",\"source_review_id\":\"UmF0aW5nLTQxNzU0ODY2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2546332\",\"type\":\"review\"},{\"instructor_name\":\"Panduan An\",\"review_date\":\"2025-11-19 20:42:11 +0000 UTC\",\"review_id\":\"c50f97b9e957cde11b093b6d\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2546332\",\"source_review_id\":\"UmF0aW5nLTQxOTA2MjQ2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2546332\",\"type\":\"review\"},{\"instructor_name\":\"Panduan An\",\"review_date\":\"2025-12-03 18:05:00 +0000 UTC\",\"review_id\":\"57e862b0f40763ef9aef9608\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2546332\",\"source_review_id\":\"UmF0aW5nLTQyMDE0NDQ1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2546332\",\"type\":\"review\"}],\"text\":\"Historical reviews of Panduan An: Panduan An receives mixed reviews; while one student found her notes clear and email responses helpful, others describe her lectures as disorganized, dull, and ineffective. 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One reviewer contrasts this by noting her clear notes and quick email responses, though most find the teaching style frustrating.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Panduan An\",\"review_date\":\"2022-09-29 00:42:58 +0000 UTC\",\"review_id\":\"31033a8e2b96572b892b08fc\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2546332\",\"source_review_id\":\"UmF0aW5nLTM2NjY2ODE2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2546332\",\"type\":\"review\"},{\"instructor_name\":\"Panduan An\",\"review_date\":\"2023-10-31 18:12:49 +0000 UTC\",\"review_id\":\"f805cc1caa6d13e0a213ec99\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2546332\",\"source_review_id\":\"UmF0aW5nLTM4MzI0ODcz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2546332\",\"type\":\"review\"},{\"instructor_name\":\"Panduan An\",\"review_date\":\"2023-12-16 06:47:45 +0000 UTC\",\"review_id\":\"42d4a5343b1ce3f24df97ae5\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2546332\",\"source_review_id\":\"UmF0aW5nLTM4NzA0NjIy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2546332\",\"type\":\"review\"},{\"instructor_name\":\"Panduan An\",\"review_date\":\"2024-09-25 06:18:34 +0000 UTC\",\"review_id\":\"d52b23da14562675c845ff7f\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2546332\",\"source_review_id\":\"UmF0aW5nLTM5NzY0MTM4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2546332\",\"type\":\"review\"},{\"instructor_name\":\"Panduan An\",\"review_date\":\"2025-01-06 16:29:49 +0000 UTC\",\"review_id\":\"1758c68c4df33b9599ee02ab\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2546332\",\"source_review_id\":\"UmF0aW5nLTQwNDkxMjIy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2546332\",\"type\":\"review\"},{\"instructor_name\":\"Panduan An\",\"review_date\":\"2025-01-24 16:44:16 +0000 UTC\",\"review_id\":\"0dd17bb784416defc1e8078e\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2546332\",\"source_review_id\":\"UmF0aW5nLTQwNTk4MzY5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2546332\",\"type\":\"review\"},{\"instructor_name\":\"Panduan An\",\"review_date\":\"2025-10-11 22:38:25 +0000 UTC\",\"review_id\":\"f2c07db180b131755c5d61e0\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2546332\",\"source_review_id\":\"UmF0aW5nLTQxNzA4MzY3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2546332\",\"type\":\"review\"},{\"instructor_name\":\"Panduan An\",\"review_date\":\"2025-10-24 22:29:36 +0000 UTC\",\"review_id\":\"52a6044388d22780d69cd73f\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2546332\",\"source_review_id\":\"UmF0aW5nLTQxNzU0ODY2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2546332\",\"type\":\"review\"},{\"instructor_name\":\"Panduan An\",\"review_date\":\"2025-11-19 20:42:11 +0000 UTC\",\"review_id\":\"c50f97b9e957cde11b093b6d\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2546332\",\"source_review_id\":\"UmF0aW5nLTQxOTA2MjQ2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2546332\",\"type\":\"review\"},{\"instructor_name\":\"Panduan An\",\"review_date\":\"2025-12-03 18:05:00 +0000 UTC\",\"review_id\":\"57e862b0f40763ef9aef9608\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2546332\",\"source_review_id\":\"UmF0aW5nLTQyMDE0NDQ1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2546332\",\"type\":\"review\"}],\"text\":\"Historical reviews of Panduan An: Panduan An receives mixed reviews; while one student found her notes clear and email responses helpful, others describe her lectures as disorganized, dull, and ineffective. Several reviewers state that the textbook is more useful than her teaching for understanding the material.\"},{\"citations\":[{\"course_id\":\"STAT 349\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"889cfa1a-7026-3d2b-8372-7f780c08dff8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"STAT 349\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"889cfa1a-7026-3d2b-8372-7f780c08dff8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"STAT 349\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"889cfa1a-7026-3d2b-8372-7f780c08dff8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2023: 3.28 GPA, 59.6% A/AB (n=52 letter grades); Fall 2024: 3.31 GPA, 63.3% A/AB (n=49 letter grades); Fall 2025: 3.34 GPA, 60.4% A/AB (n=53 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Panduan An\",\"review_date\":\"2025-01-24 16:44:16 +0000 UTC\",\"review_id\":\"0dd17bb784416defc1e8078e\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2546332\",\"source_review_id\":\"UmF0aW5nLTQwNTk4MzY5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2546332\",\"type\":\"review\"},{\"instructor_name\":\"Panduan An\",\"review_date\":\"2025-10-11 22:38:25 +0000 UTC\",\"review_id\":\"f2c07db180b131755c5d61e0\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2546332\",\"source_review_id\":\"UmF0aW5nLTQxNzA4MzY3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2546332\",\"type\":\"review\"},{\"instructor_name\":\"Panduan An\",\"review_date\":\"2025-12-13 00:04:21 +0000 UTC\",\"review_id\":\"17c510264a0ae869bdc7152e\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2546332\",\"source_review_id\":\"UmF0aW5nLTQyMjE4NzMx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2546332\",\"type\":\"review\"}],\"text\":\"Historical reviews of Panduan An: Students report that the textbook is essential for success, as lectures often fail to explain concepts clearly. One student found quick email responses helpful, but others note that class notes are unorganized or unavailable, forcing reliance on the book and practice exams.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"STAT 349\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"889cfa1a-7026-3d2b-8372-7f780c08dff8\",\"source_record\":{\"entity_id\":\"889cfa1a-7026-3d2b-8372-7f780c08dff8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"STAT 349\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"889cfa1a-7026-3d2b-8372-7f780c08dff8\",\"source_record\":{\"entity_id\":\"889cfa1a-7026-3d2b-8372-7f780c08dff8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"STAT 349\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"889cfa1a-7026-3d2b-8372-7f780c08dff8\",\"source_record\":{\"entity_id\":\"889cfa1a-7026-3d2b-8372-7f780c08dff8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"STAT 349\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"889cfa1a-7026-3d2b-8372-7f780c08dff8\",\"source_record\":{\"entity_id\":\"889cfa1a-7026-3d2b-8372-7f780c08dff8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"STAT 349\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"889cfa1a-7026-3d2b-8372-7f780c08dff8\",\"source_record\":{\"entity_id\":\"889cfa1a-7026-3d2b-8372-7f780c08dff8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"STAT 349\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"889cfa1a-7026-3d2b-8372-7f780c08dff8\",\"source_record\":{\"entity_id\":\"889cfa1a-7026-3d2b-8372-7f780c08dff8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"STAT 349\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"889cfa1a-7026-3d2b-8372-7f780c08dff8\",\"source_record\":{\"entity_id\":\"889cfa1a-7026-3d2b-8372-7f780c08dff8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"PANDUAN AN is recorded teaching in Fall 2022, Fall 2023, Fall 2024, Fall 2025. 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}]