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720\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":10,\"source_course_id\":\"cc8ab00d-cb14-3533-a4c8-2b906dd7288c\",\"source_record\":{\"entity_id\":\"cc8ab00d-cb14-3533-a4c8-2b906dd7288c\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"GENBUS 720\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":11,\"source_course_id\":\"cc8ab00d-cb14-3533-a4c8-2b906dd7288c\",\"source_record\":{\"entity_id\":\"cc8ab00d-cb14-3533-a4c8-2b906dd7288c\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2023: 3.60 GPA, 92.9% A/AB (n=42 letter grades); Fall 2024: 3.66 GPA, 91.9% A/AB (n=172 letter grades); Fall 2025: 3.57 GPA, 79.6% A/AB (n=98 letter grades). Includes jointly taught sections.\"}]}],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":true,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"course_id\":\"GENBUS 720\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"cc8ab00d-cb14-3533-a4c8-2b906dd7288c\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"GENBUS 720\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"cc8ab00d-cb14-3533-a4c8-2b906dd7288c\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"GENBUS 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720\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":50,\"source_course_id\":\"cc8ab00d-cb14-3533-a4c8-2b906dd7288c\",\"source_record\":{\"entity_id\":\"cc8ab00d-cb14-3533-a4c8-2b906dd7288c\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"GENBUS 720\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":10,\"source_course_id\":\"cc8ab00d-cb14-3533-a4c8-2b906dd7288c\",\"source_record\":{\"entity_id\":\"cc8ab00d-cb14-3533-a4c8-2b906dd7288c\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"GENBUS 720\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":11,\"source_course_id\":\"cc8ab00d-cb14-3533-a4c8-2b906dd7288c\",\"source_record\":{\"entity_id\":\"cc8ab00d-cb14-3533-a4c8-2b906dd7288c\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"GENBUS 720\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":12,\"source_course_id\":\"cc8ab00d-cb14-3533-a4c8-2b906dd7288c\",\"source_record\":{\"entity_id\":\"cc8ab00d-cb14-3533-a4c8-2b906dd7288c\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"GENBUS 720\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":50,\"source_course_id\":\"cc8ab00d-cb14-3533-a4c8-2b906dd7288c\",\"source_record\":{\"entity_id\":\"cc8ab00d-cb14-3533-a4c8-2b906dd7288c\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"GENBUS 720\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":10,\"source_course_id\":\"cc8ab00d-cb14-3533-a4c8-2b906dd7288c\",\"source_record\":{\"entity_id\":\"cc8ab00d-cb14-3533-a4c8-2b906dd7288c\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"GENBUS 720\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":11,\"source_course_id\":\"cc8ab00d-cb14-3533-a4c8-2b906dd7288c\",\"source_record\":{\"entity_id\":\"cc8ab00d-cb14-3533-a4c8-2b906dd7288c\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"GENBUS 720\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":12,\"source_course_id\":\"cc8ab00d-cb14-3533-a4c8-2b906dd7288c\",\"source_record\":{\"entity_id\":\"cc8ab00d-cb14-3533-a4c8-2b906dd7288c\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"QING LIU is recorded teaching in Fall 2019, Fall 2020, Fall 2021, 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}]