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Includes jointly taught sections.\"}]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Michael Hernke\",\"review_date\":\"2021-12-10 05:36:30 +0000 UTC\",\"review_id\":\"2a89e40eee7c29ddcaadf49a\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2096219\",\"source_review_id\":\"UmF0aW5nLTM1NDUzMjQ5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2096219\",\"type\":\"review\"}],\"evidence_scope\":\"past_student_reviews\",\"text\":\"One student rated the course difficulty as moderate, though they did not specify particular workload demands in their review.\"}],\"errors\":[],\"historical_context\":[],\"message\":null,\"offered\":true,\"profile_hash\":\"3f5110430805ccdd533c0c072df62d68a8a5f5441c4530bbdb15d419a199a09c\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Michael Hernke\",\"review_date\":\"2021-12-10 05:36:30 +0000 UTC\",\"review_id\":\"2a89e40eee7c29ddcaadf49a\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2096219\",\"source_review_id\":\"UmF0aW5nLTM1NDUzMjQ5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2096219\",\"type\":\"review\"}],\"evidence_scope\":\"past_student_reviews\",\"text\":\"A past student found Michael Hernke's online videos unhelpful, noting they often lacked relevance to the actual assignments.\"},{\"citations\":[{\"course_id\":\"GENBUS 110\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"GENBUS 110\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"GENBUS 110\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.35 GPA, 80.0% A/AB (n=20 letter grades); Fall 2025: 3.91 GPA, 95.7% A/AB (n=1068 letter grades); Spring 2026: 3.81 GPA, 88.9% A/AB (n=36 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Michael Hernke\",\"review_date\":\"2021-12-10 05:36:30 +0000 UTC\",\"review_id\":\"2a89e40eee7c29ddcaadf49a\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2096219\",\"source_review_id\":\"UmF0aW5nLTM1NDUzMjQ5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2096219\",\"type\":\"review\"}],\"evidence_scope\":\"past_student_reviews\",\"text\":\"The student expressed frustration with the quality of the video materials, stating they were the least helpful aspect of the course.\"}],\"task_hash\":\"9dea82ef7f2113a5605c1c6030c4f9b19967eb742cc93a78268fb92357d29f5c\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"GENBUS 110\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":5,\"source_course_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"source_record\":{\"entity_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"GENBUS 110\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":22,\"source_course_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"source_record\":{\"entity_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"GENBUS 110\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":33,\"source_course_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"source_record\":{\"entity_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"GENBUS 110\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":37,\"source_course_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"source_record\":{\"entity_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"ABHINAV DHANIA is recorded teaching in Fall 2025. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"GENBUS 110\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":7,\"source_course_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"source_record\":{\"entity_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"GENBUS 110\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":9,\"source_course_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"source_record\":{\"entity_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"GENBUS 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110\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":46,\"source_course_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"source_record\":{\"entity_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"GENBUS 110\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":100,\"source_course_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"source_record\":{\"entity_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.35 GPA, 80.0% A/AB (n=20 letter grades); Fall 2025: 3.91 GPA, 95.7% A/AB (n=1068 letter grades); Spring 2026: 3.81 GPA, 88.9% A/AB (n=36 letter grades). Includes jointly taught sections.\"}]},{\"instructor_uid\":\"instructor_1af561d30a419669b5f8b07d\",\"message\":\"No course-specific reviews available\",\"name\":\"Seth Thompson\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[]},{\"instructor_uid\":\"instructor_a9ad69a42942e8e7daa331e4\",\"message\":\"No course-specific reviews available\",\"name\":\"Shayna Pearlman\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[]}],\"difficulty_workload\":[],\"errors\":[{\"error\":\"ModelAPIError: Connection error.\",\"instructor_uid\":null,\"mode\":\"history\"},{\"error\":\"ModelAPIError: Connection error.\",\"instructor_uid\":null,\"mode\":\"overview\"}],\"historical_context\":[],\"message\":null,\"offered\":true,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"course_id\":\"GENBUS 110\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"GENBUS 110\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"GENBUS 110\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.35 GPA, 80.0% A/AB (n=20 letter grades); Fall 2025: 3.91 GPA, 95.7% A/AB (n=1068 letter grades); Spring 2026: 3.81 GPA, 88.9% A/AB (n=36 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"GENBUS 110\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":5,\"source_course_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"source_record\":{\"entity_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"GENBUS 110\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":22,\"source_course_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"source_record\":{\"entity_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"GENBUS 110\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":33,\"source_course_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"source_record\":{\"entity_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"GENBUS 110\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":37,\"source_course_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"source_record\":{\"entity_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"ABHINAV DHANIA is recorded teaching in Fall 2025. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"GENBUS 110\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":9,\"source_course_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"source_record\":{\"entity_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"GENBUS 110\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":25,\"source_course_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"source_record\":{\"entity_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"GENBUS 110\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":36,\"source_course_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"source_record\":{\"entity_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"GENBUS 110\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":44,\"source_course_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"source_record\":{\"entity_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"ESTEVAN MOLINA is recorded teaching in Fall 2025. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"GENBUS 110\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":7,\"source_course_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"source_record\":{\"entity_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"GENBUS 110\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":9,\"source_course_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"source_record\":{\"entity_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"GENBUS 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110\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":20,\"source_course_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"source_record\":{\"entity_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"GENBUS 110\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":21,\"source_course_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"source_record\":{\"entity_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"GENBUS 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110\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":27,\"source_course_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"source_record\":{\"entity_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"GENBUS 110\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":28,\"source_course_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"source_record\":{\"entity_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"GENBUS 110\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":29,\"source_course_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"source_record\":{\"entity_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"GENBUS 110\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":30,\"source_course_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"source_record\":{\"entity_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"GENBUS 110\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":32,\"source_course_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"source_record\":{\"entity_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"GENBUS 110\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":33,\"source_course_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"source_record\":{\"entity_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"GENBUS 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110\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":36,\"source_course_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"source_record\":{\"entity_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"GENBUS 110\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":100,\"source_course_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"source_record\":{\"entity_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"GENBUS 110\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":37,\"source_course_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"source_record\":{\"entity_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"GENBUS 110\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":39,\"source_course_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"source_record\":{\"entity_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"GENBUS 110\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":40,\"source_course_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"source_record\":{\"entity_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"GENBUS 110\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":41,\"source_course_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"source_record\":{\"entity_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"GENBUS 110\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":42,\"source_course_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"source_record\":{\"entity_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"GENBUS 110\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":43,\"source_course_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"source_record\":{\"entity_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"GENBUS 110\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":44,\"source_course_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"source_record\":{\"entity_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"GENBUS 110\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":45,\"source_course_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"source_record\":{\"entity_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"GENBUS 110\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":46,\"source_course_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"source_record\":{\"entity_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"GENBUS 110\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":100,\"source_course_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"source_record\":{\"entity_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.35 GPA, 80.0% A/AB (n=20 letter grades); Fall 2025: 3.91 GPA, 95.7% A/AB (n=1068 letter grades); Spring 2026: 3.81 GPA, 88.9% A/AB (n=36 letter grades). Includes jointly taught sections.\"}]},{\"instructor_uid\":\"instructor_1af561d30a419669b5f8b07d\",\"message\":\"No course-specific reviews available\",\"name\":\"Seth Thompson\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[]},{\"instructor_uid\":\"instructor_a9ad69a42942e8e7daa331e4\",\"message\":\"No course-specific reviews available\",\"name\":\"Shayna Pearlman\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Michael Hernke\",\"review_date\":\"2021-12-10 05:36:30 +0000 UTC\",\"review_id\":\"2a89e40eee7c29ddcaadf49a\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2096219\",\"source_review_id\":\"UmF0aW5nLTM1NDUzMjQ5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2096219\",\"type\":\"review\"}],\"text\":\"Historical reviews of Michael Hernke: Michael Hernke's course was rated as moderately difficult, though the primary complaint focused on resource quality rather than workload volume.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Michael Hernke\",\"review_date\":\"2021-12-10 05:36:30 +0000 UTC\",\"review_id\":\"2a89e40eee7c29ddcaadf49a\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2096219\",\"source_review_id\":\"UmF0aW5nLTM1NDUzMjQ5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2096219\",\"type\":\"review\"}],\"text\":\"Historical reviewer Michael Hernke received low ratings, with one student finding his online videos unhelpful and unrelated to assignments.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Michael Hernke\",\"review_date\":\"2021-12-10 05:36:30 +0000 UTC\",\"review_id\":\"2a89e40eee7c29ddcaadf49a\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2096219\",\"source_review_id\":\"UmF0aW5nLTM1NDUzMjQ5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2096219\",\"type\":\"review\"}],\"text\":\"Historical reviews for Michael Hernke indicate a poor experience, with online videos described as unhelpful and unrelated to assignments.\"},{\"citations\":[{\"course_id\":\"GENBUS 110\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"GENBUS 110\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"GENBUS 110\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.35 GPA, 80.0% A/AB (n=20 letter grades); Fall 2025: 3.91 GPA, 95.7% A/AB (n=1068 letter grades); Spring 2026: 3.81 GPA, 88.9% A/AB (n=36 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Michael Hernke\",\"review_date\":\"2021-12-10 05:36:30 +0000 UTC\",\"review_id\":\"2a89e40eee7c29ddcaadf49a\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2096219\",\"source_review_id\":\"UmF0aW5nLTM1NDUzMjQ5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2096219\",\"type\":\"review\"}],\"text\":\"Historical reviews of Michael Hernke: Students found Michael Hernke's online videos to be the least helpful aspect of the course due to their lack of relevance to actual assignments.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"GENBUS 110\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":5,\"source_course_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"source_record\":{\"entity_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"GENBUS 110\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":22,\"source_course_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"source_record\":{\"entity_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"GENBUS 110\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":33,\"source_course_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"source_record\":{\"entity_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"GENBUS 110\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":37,\"source_course_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"source_record\":{\"entity_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"ABHINAV DHANIA is recorded teaching in Fall 2025. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"GENBUS 110\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":9,\"source_course_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"source_record\":{\"entity_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"GENBUS 110\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":25,\"source_course_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"source_record\":{\"entity_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"GENBUS 110\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":36,\"source_course_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"source_record\":{\"entity_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"GENBUS 110\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":44,\"source_course_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"source_record\":{\"entity_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"ESTEVAN MOLINA is recorded teaching in Fall 2025. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"GENBUS 110\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":7,\"source_course_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"source_record\":{\"entity_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"GENBUS 110\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":9,\"source_course_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"source_record\":{\"entity_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"GENBUS 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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},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_fac873af7a82b0d986696ee9","course_id":"GENBUS 110","catalog_version_id":"d4881076f8bf084e6921c5354f88ef7504419444762301a04e47c5de66e76b75","record_version_id":"5739ba5c015a2afe1ddd340bc2ae37152472871b2f04f2303f33bd2e04541e69","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"48bcf1ad8f8b482d7ce03e5c8353351617f39585f0fef635aca8089b98a2b0f9","section":"requirements","status":"valid","value_json":"{\"nodes\":[],\"notes\":[],\"root\":null,\"status\":\"none\"}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_fac873af7a82b0d986696ee9","course_id":"GENBUS 110","catalog_version_id":"d4881076f8bf084e6921c5354f88ef7504419444762301a04e47c5de66e76b75","record_version_id":"5739ba5c015a2afe1ddd340bc2ae37152472871b2f04f2303f33bd2e04541e69","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"48bcf1ad8f8b482d7ce03e5c8353351617f39585f0fef635aca8089b98a2b0f9","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"business student orientation\",\"career development for freshmen\",\"academic planning business major\",\"leadership skills introduction\",\"diversity inclusion business\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"GENBUS 110\",\"field\":\"description\",\"quote\":\"career development\"}],\"text\":\"Career development\"},{\"evidence\":[{\"course_id\":\"GENBUS 110\",\"field\":\"description\",\"quote\":\"self-assessment for personal development\"}],\"text\":\"Personal self-assessment\"},{\"evidence\":[{\"course_id\":\"GENBUS 110\",\"field\":\"description\",\"quote\":\"leadership\"}],\"text\":\"Leadership\"},{\"evidence\":[{\"course_id\":\"GENBUS 110\",\"field\":\"description\",\"quote\":\"diversity and inclusion\"}],\"text\":\"Diversity and inclusion awareness\"}],\"summary\":{\"evidence\":[{\"course_id\":\"GENBUS 110\",\"field\":\"title\",\"quote\":\"PERSONAL AND PROFESSIONAL FOUNDATIONS IN BUSINESS\"},{\"course_id\":\"GENBUS 110\",\"field\":\"description\",\"quote\":\"An introduction for new business students covering academic exploration and planning\"}],\"text\":\"GENBUS 110 introduces new business students to academic planning, career development, and personal foundations including leadership and diversity.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"GENBUS 110\",\"field\":\"description\",\"quote\":\"academic exploration and planning\"}],\"text\":\"Academic exploration and planning\"},{\"evidence\":[{\"course_id\":\"GENBUS 110\",\"field\":\"description\",\"quote\":\"career development\"}],\"text\":\"Career development\"},{\"evidence\":[{\"course_id\":\"GENBUS 110\",\"field\":\"description\",\"quote\":\"self-assessment for personal development\"}],\"text\":\"Personal development and self-assessment\"},{\"evidence\":[{\"course_id\":\"GENBUS 110\",\"field\":\"description\",\"quote\":\"leadership\"}],\"text\":\"Leadership\"},{\"evidence\":[{\"course_id\":\"GENBUS 110\",\"field\":\"description\",\"quote\":\"diversity and inclusion\"}],\"text\":\"Diversity and inclusion\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_fac873af7a82b0d986696ee9","course_id":"GENBUS 110","catalog_version_id":"d4881076f8bf084e6921c5354f88ef7504419444762301a04e47c5de66e76b75","record_version_id":"5739ba5c015a2afe1ddd340bc2ae37152472871b2f04f2303f33bd2e04541e69","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"48bcf1ad8f8b482d7ce03e5c8353351617f39585f0fef635aca8089b98a2b0f9","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Michael's online videos were the least helpful thing. 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110\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":46,\"source_course_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"source_record\":{\"entity_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"GENBUS 110\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":100,\"source_course_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"source_record\":{\"entity_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.35 GPA, 80.0% A/AB (n=20 letter grades); Fall 2025: 3.91 GPA, 95.7% A/AB (n=1068 letter grades); Spring 2026: 3.81 GPA, 88.9% A/AB (n=36 letter grades). Includes jointly taught sections.\"}]},{\"instructor_uid\":\"instructor_1af561d30a419669b5f8b07d\",\"message\":\"No course-specific reviews available\",\"name\":\"Seth Thompson\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[]},{\"instructor_uid\":\"instructor_a9ad69a42942e8e7daa331e4\",\"message\":\"No course-specific reviews available\",\"name\":\"Shayna Pearlman\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Michael Hernke\",\"review_date\":\"2021-12-10 05:36:30 +0000 UTC\",\"review_id\":\"2a89e40eee7c29ddcaadf49a\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2096219\",\"source_review_id\":\"UmF0aW5nLTM1NDUzMjQ5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2096219\",\"type\":\"review\"}],\"text\":\"Historical reviews of Michael Hernke: Michael Hernke's course was rated as moderately difficult, though the primary complaint focused on resource quality rather than workload volume.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Michael Hernke\",\"review_date\":\"2021-12-10 05:36:30 +0000 UTC\",\"review_id\":\"2a89e40eee7c29ddcaadf49a\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2096219\",\"source_review_id\":\"UmF0aW5nLTM1NDUzMjQ5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2096219\",\"type\":\"review\"}],\"text\":\"No reviews are available for the current instructors. Historical feedback for Michael Hernke indicates that his online videos were unhelpful and unrelated to assignments, resulting in low quality ratings.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Michael Hernke\",\"review_date\":\"2021-12-10 05:36:30 +0000 UTC\",\"review_id\":\"2a89e40eee7c29ddcaadf49a\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2096219\",\"source_review_id\":\"UmF0aW5nLTM1NDUzMjQ5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2096219\",\"type\":\"review\"}],\"text\":\"Historical reviews for Michael Hernke indicate a poor experience, with online videos described as unhelpful and unrelated to assignments.\"},{\"citations\":[{\"course_id\":\"GENBUS 110\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"GENBUS 110\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"GENBUS 110\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.35 GPA, 80.0% A/AB (n=20 letter grades); Fall 2025: 3.91 GPA, 95.7% A/AB (n=1068 letter grades); Spring 2026: 3.81 GPA, 88.9% A/AB (n=36 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Michael Hernke\",\"review_date\":\"2021-12-10 05:36:30 +0000 UTC\",\"review_id\":\"2a89e40eee7c29ddcaadf49a\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2096219\",\"source_review_id\":\"UmF0aW5nLTM1NDUzMjQ5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2096219\",\"type\":\"review\"}],\"text\":\"Historical reviews of Michael Hernke: Students found Michael Hernke's online videos to be the least helpful aspect of the course due to their lack of relevance to actual assignments.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"GENBUS 110\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":5,\"source_course_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"source_record\":{\"entity_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"GENBUS 110\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":22,\"source_course_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"source_record\":{\"entity_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"GENBUS 110\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":33,\"source_course_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"source_record\":{\"entity_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"GENBUS 110\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":37,\"source_course_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"source_record\":{\"entity_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"ABHINAV DHANIA is recorded teaching in Fall 2025. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"GENBUS 110\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":9,\"source_course_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"source_record\":{\"entity_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"GENBUS 110\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":25,\"source_course_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"source_record\":{\"entity_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"GENBUS 110\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":36,\"source_course_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"source_record\":{\"entity_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"GENBUS 110\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":44,\"source_course_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"source_record\":{\"entity_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"ESTEVAN MOLINA is recorded teaching in Fall 2025. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"GENBUS 110\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":7,\"source_course_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"source_record\":{\"entity_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"GENBUS 110\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":9,\"source_course_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"source_record\":{\"entity_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"GENBUS 110\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":14,\"source_course_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"source_record\":{\"entity_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"GENBUS 110\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":19,\"source_course_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"source_record\":{\"entity_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"GENBUS 110\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":20,\"source_course_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"source_record\":{\"entity_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"GENBUS 110\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":22,\"source_course_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"source_record\":{\"entity_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"GENBUS 110\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":8,\"source_course_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"source_record\":{\"entity_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"GENBUS 110\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":17,\"source_course_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"source_record\":{\"entity_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"GENBUS 110\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":19,\"source_course_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"source_record\":{\"entity_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"GENBUS 110\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":20,\"source_course_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"source_record\":{\"entity_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"GENBUS 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110\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":5,\"source_course_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"source_record\":{\"entity_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"GENBUS 110\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":6,\"source_course_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"source_record\":{\"entity_id\":\"a629f702-cf51-39e2-a72a-5edd1de72d68\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"GENBUS 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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}]