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Fall 2025: 3.98 GPA, 100.0% A/AB (n=52 letter grades); Spring 2026: 3.90 GPA, 100.0% A/AB (n=36 letter grades).\"}]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Zhenhuan Reed Lei\",\"review_date\":\"2021-10-26 21:05:01 +0000 UTC\",\"review_id\":\"f8a0312787bc903dca797280\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2659923\",\"source_review_id\":\"UmF0aW5nLTM1MTU3OTg0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2659923\",\"type\":\"review\"}],\"text\":\"Historical reviews of Zhenhuan Reed Lei: The course is rated as difficult, with lectures described as hard to follow.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Zhenhuan Reed Lei\",\"review_date\":\"2021-10-26 21:05:01 +0000 UTC\",\"review_id\":\"f8a0312787bc903dca797280\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2659923\",\"source_review_id\":\"UmF0aW5nLTM1MTU3OTg0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2659923\",\"type\":\"review\"}],\"text\":\"Historical reviews for Zhenhuan Lei describe his explanations as difficult to understand and his lectures as hard to follow. Current instructors Christine Durrance and Lindsay Jacobs have no specific review evidence provided in this dataset to assess their teaching strengths or concerns.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Zhenhuan Reed Lei\",\"review_date\":\"2021-10-26 21:05:01 +0000 UTC\",\"review_id\":\"f8a0312787bc903dca797280\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2659923\",\"source_review_id\":\"UmF0aW5nLTM1MTU3OTg0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2659923\",\"type\":\"review\"}],\"text\":\"A single historical review describes the course as difficult to follow due to unclear explanations and lectures.\"},{\"citations\":[{\"course_id\":\"PUBAFFR 380\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"bc8d8841-cbc7-3da1-907f-fb766d8230e1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"PUBAFFR 380\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"bc8d8841-cbc7-3da1-907f-fb766d8230e1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"PUBAFFR 380\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"bc8d8841-cbc7-3da1-907f-fb766d8230e1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.96 GPA, 97.9% A/AB (n=47 letter grades); Fall 2025: 3.98 GPA, 100.0% A/AB (n=52 letter grades); Spring 2026: 3.85 GPA, 98.1% A/AB (n=54 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Zhenhuan Reed Lei\",\"review_date\":\"2021-10-26 21:05:01 +0000 UTC\",\"review_id\":\"f8a0312787bc903dca797280\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2659923\",\"source_review_id\":\"UmF0aW5nLTM1MTU3OTg0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2659923\",\"type\":\"review\"}],\"text\":\"Historical reviews of Zhenhuan Reed Lei: Students found the instructor's explanations very difficult to understand.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"PUBAFFR 380\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"bc8d8841-cbc7-3da1-907f-fb766d8230e1\",\"source_record\":{\"entity_id\":\"bc8d8841-cbc7-3da1-907f-fb766d8230e1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"PUBAFFR 380\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"bc8d8841-cbc7-3da1-907f-fb766d8230e1\",\"source_record\":{\"entity_id\":\"bc8d8841-cbc7-3da1-907f-fb766d8230e1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"PUBAFFR 380\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"bc8d8841-cbc7-3da1-907f-fb766d8230e1\",\"source_record\":{\"entity_id\":\"bc8d8841-cbc7-3da1-907f-fb766d8230e1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"PUBAFFR 380\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"bc8d8841-cbc7-3da1-907f-fb766d8230e1\",\"source_record\":{\"entity_id\":\"bc8d8841-cbc7-3da1-907f-fb766d8230e1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"PUBAFFR 380\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"bc8d8841-cbc7-3da1-907f-fb766d8230e1\",\"source_record\":{\"entity_id\":\"bc8d8841-cbc7-3da1-907f-fb766d8230e1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"PUBAFFR 380\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"bc8d8841-cbc7-3da1-907f-fb766d8230e1\",\"source_record\":{\"entity_id\":\"bc8d8841-cbc7-3da1-907f-fb766d8230e1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"CHRISTINE DURRANCE is recorded teaching in Fall 2021, Spring 2022, Fall 2022, Fall 2023, Fall 2024, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"PUBAFFR 380\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"bc8d8841-cbc7-3da1-907f-fb766d8230e1\",\"source_record\":{\"entity_id\":\"bc8d8841-cbc7-3da1-907f-fb766d8230e1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"},{\"course_id\":\"PUBAFFR 380\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"bc8d8841-cbc7-3da1-907f-fb766d8230e1\",\"source_record\":{\"entity_id\":\"bc8d8841-cbc7-3da1-907f-fb766d8230e1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"PUBAFFR 380\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"bc8d8841-cbc7-3da1-907f-fb766d8230e1\",\"source_record\":{\"entity_id\":\"bc8d8841-cbc7-3da1-907f-fb766d8230e1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"PUBAFFR 380\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"bc8d8841-cbc7-3da1-907f-fb766d8230e1\",\"source_record\":{\"entity_id\":\"bc8d8841-cbc7-3da1-907f-fb766d8230e1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"PUBAFFR 380\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"bc8d8841-cbc7-3da1-907f-fb766d8230e1\",\"source_record\":{\"entity_id\":\"bc8d8841-cbc7-3da1-907f-fb766d8230e1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"PUBAFFR 380\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"bc8d8841-cbc7-3da1-907f-fb766d8230e1\",\"source_record\":{\"entity_id\":\"bc8d8841-cbc7-3da1-907f-fb766d8230e1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"PUBAFFR 380\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"bc8d8841-cbc7-3da1-907f-fb766d8230e1\",\"source_record\":{\"entity_id\":\"bc8d8841-cbc7-3da1-907f-fb766d8230e1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"PUBAFFR 380\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"bc8d8841-cbc7-3da1-907f-fb766d8230e1\",\"source_record\":{\"entity_id\":\"bc8d8841-cbc7-3da1-907f-fb766d8230e1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"PUBAFFR 380\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"bc8d8841-cbc7-3da1-907f-fb766d8230e1\",\"source_record\":{\"entity_id\":\"bc8d8841-cbc7-3da1-907f-fb766d8230e1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"PUBAFFR 380\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"bc8d8841-cbc7-3da1-907f-fb766d8230e1\",\"source_record\":{\"entity_id\":\"bc8d8841-cbc7-3da1-907f-fb766d8230e1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"PUBAFFR 380\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":5,\"source_course_id\":\"bc8d8841-cbc7-3da1-907f-fb766d8230e1\",\"source_record\":{\"entity_id\":\"bc8d8841-cbc7-3da1-907f-fb766d8230e1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"PUBAFFR 380\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"bc8d8841-cbc7-3da1-907f-fb766d8230e1\",\"source_record\":{\"entity_id\":\"bc8d8841-cbc7-3da1-907f-fb766d8230e1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"PUBAFFR 380\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"bc8d8841-cbc7-3da1-907f-fb766d8230e1\",\"source_record\":{\"entity_id\":\"bc8d8841-cbc7-3da1-907f-fb766d8230e1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"PUBAFFR 380\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"bc8d8841-cbc7-3da1-907f-fb766d8230e1\",\"source_record\":{\"entity_id\":\"bc8d8841-cbc7-3da1-907f-fb766d8230e1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"PUBAFFR 380\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"bc8d8841-cbc7-3da1-907f-fb766d8230e1\",\"source_record\":{\"entity_id\":\"bc8d8841-cbc7-3da1-907f-fb766d8230e1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"PUBAFFR 380\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"bc8d8841-cbc7-3da1-907f-fb766d8230e1\",\"source_record\":{\"entity_id\":\"bc8d8841-cbc7-3da1-907f-fb766d8230e1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"LINDSAY JACOBS is recorded teaching in Spring 2019, Spring 2020, Fall 2020, Spring 2022, Fall 2022, Spring 2023, Fall 2023, Spring 2024, Fall 2024, Spring 2025, Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"PUBAFFR 380\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"bc8d8841-cbc7-3da1-907f-fb766d8230e1\",\"source_record\":{\"entity_id\":\"bc8d8841-cbc7-3da1-907f-fb766d8230e1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"PUBAFFR 380\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"bc8d8841-cbc7-3da1-907f-fb766d8230e1\",\"source_record\":{\"entity_id\":\"bc8d8841-cbc7-3da1-907f-fb766d8230e1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"PUBAFFR 380\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"bc8d8841-cbc7-3da1-907f-fb766d8230e1\",\"source_record\":{\"entity_id\":\"bc8d8841-cbc7-3da1-907f-fb766d8230e1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"}],\"text\":\"ZHENHUAN LEI is recorded teaching in Fall 2020, Fall 2021, Spring 2024. 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}]