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Reviewers note his fast speaking pace but recommend recording lectures. He is described as caring and knowledgeable, with exams that are difficult but well-explained.\"},{\"citations\":[{\"course_id\":\"ACCTIS 702\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f2a5d974-087c-333e-a26e-40ebfa20ecfc\",\"source_record\":{\"entity_id\":\"f2a5d974-087c-333e-a26e-40ebfa20ecfc\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"ACCTIS 702\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"f2a5d974-087c-333e-a26e-40ebfa20ecfc\",\"source_record\":{\"entity_id\":\"f2a5d974-087c-333e-a26e-40ebfa20ecfc\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2022: 3.67 GPA, 66.7% A/AB (n=3 letter grades).\"}]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Matthew Griffith\",\"review_date\":\"2024-05-08 19:58:37 +0000 UTC\",\"review_id\":\"e4f2022d2979094e79731257\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2372375\",\"source_review_id\":\"UmF0aW5nLTM5NDA5NTI4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2372375\",\"type\":\"review\"},{\"instructor_name\":\"Matthew Griffith\",\"review_date\":\"2024-05-11 02:00:33 +0000 UTC\",\"review_id\":\"d7358d1695df2874f6ae8f44\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2372375\",\"source_review_id\":\"UmF0aW5nLTM5NDM2MDQx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2372375\",\"type\":\"review\"}],\"text\":\"The class is hard with difficult exams, requiring students to engage deeply with challenging content beyond the textbook.\"}],\"errors\":[],\"historical_context\":[],\"message\":null,\"offered\":true,\"profile_hash\":\"672f506f2fc2f46a071b9777f4a92cc197b2ccdeef25590e9285146d8c7e7f90\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Matthew Griffith\",\"review_date\":\"2021-02-20 23:56:10 +0000 UTC\",\"review_id\":\"8e5b63cc731fa39b67df231c\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2372375\",\"source_review_id\":\"UmF0aW5nLTM0Mzc3NTQ4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2372375\",\"type\":\"review\"},{\"instructor_name\":\"Matthew Griffith\",\"review_date\":\"2022-03-31 03:09:38 +0000 UTC\",\"review_id\":\"3f9791da226cc9a815259a4e\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2372375\",\"source_review_id\":\"UmF0aW5nLTM2MDAwMTQx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2372375\",\"type\":\"review\"},{\"instructor_name\":\"Matthew Griffith\",\"review_date\":\"2024-05-08 19:58:37 +0000 UTC\",\"review_id\":\"e4f2022d2979094e79731257\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2372375\",\"source_review_id\":\"UmF0aW5nLTM5NDA5NTI4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2372375\",\"type\":\"review\"},{\"instructor_name\":\"Matthew Griffith\",\"review_date\":\"2024-05-11 02:00:33 +0000 UTC\",\"review_id\":\"d7358d1695df2874f6ae8f44\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2372375\",\"source_review_id\":\"UmF0aW5nLTM5NDM2MDQx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2372375\",\"type\":\"review\"}],\"text\":\"Matthew Griffith is highly rated for his clear explanations and accessibility, though the course content and exams are challenging.\"},{\"citations\":[{\"course_id\":\"ACCTIS 702\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"f2a5d974-087c-333e-a26e-40ebfa20ecfc\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"},{\"course_id\":\"ACCTIS 702\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"f2a5d974-087c-333e-a26e-40ebfa20ecfc\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"},{\"course_id\":\"ACCTIS 702\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"f2a5d974-087c-333e-a26e-40ebfa20ecfc\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2018: 3.33 GPA, 50.0% A/AB (n=6 letter grades); Spring 2019: 3.19 GPA, 25.0% A/AB (n=8 letter grades); Spring 2022: 3.67 GPA, 66.7% A/AB (n=3 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Matthew Griffith\",\"review_date\":\"2021-02-20 23:56:10 +0000 UTC\",\"review_id\":\"8e5b63cc731fa39b67df231c\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2372375\",\"source_review_id\":\"UmF0aW5nLTM0Mzc3NTQ4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2372375\",\"type\":\"review\"},{\"instructor_name\":\"Matthew Griffith\",\"review_date\":\"2022-03-31 03:09:38 +0000 UTC\",\"review_id\":\"3f9791da226cc9a815259a4e\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2372375\",\"source_review_id\":\"UmF0aW5nLTM2MDAwMTQx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2372375\",\"type\":\"review\"},{\"instructor_name\":\"Matthew Griffith\",\"review_date\":\"2024-05-08 19:58:37 +0000 UTC\",\"review_id\":\"e4f2022d2979094e79731257\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2372375\",\"source_review_id\":\"UmF0aW5nLTM5NDA5NTI4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2372375\",\"type\":\"review\"},{\"instructor_name\":\"Matthew Griffith\",\"review_date\":\"2024-05-11 02:00:33 +0000 UTC\",\"review_id\":\"d7358d1695df2874f6ae8f44\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2372375\",\"source_review_id\":\"UmF0aW5nLTM5NDM2MDQx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2372375\",\"type\":\"review\"}],\"text\":\"Students appreciate Griffith's willingness to help and his ability to break down complex concepts, though his fast speaking pace may require recording lectures.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"ACCTIS 702\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"f2a5d974-087c-333e-a26e-40ebfa20ecfc\",\"source_record\":{\"entity_id\":\"f2a5d974-087c-333e-a26e-40ebfa20ecfc\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1124\",\"type\":\"grade\"},{\"course_id\":\"ACCTIS 702\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"f2a5d974-087c-333e-a26e-40ebfa20ecfc\",\"source_record\":{\"entity_id\":\"f2a5d974-087c-333e-a26e-40ebfa20ecfc\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1144\",\"type\":\"grade\"},{\"course_id\":\"ACCTIS 702\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"f2a5d974-087c-333e-a26e-40ebfa20ecfc\",\"source_record\":{\"entity_id\":\"f2a5d974-087c-333e-a26e-40ebfa20ecfc\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1154\",\"type\":\"grade\"},{\"course_id\":\"ACCTIS 702\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"f2a5d974-087c-333e-a26e-40ebfa20ecfc\",\"source_record\":{\"entity_id\":\"f2a5d974-087c-333e-a26e-40ebfa20ecfc\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1154\",\"type\":\"grade\"},{\"course_id\":\"ACCTIS 702\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"f2a5d974-087c-333e-a26e-40ebfa20ecfc\",\"source_record\":{\"entity_id\":\"f2a5d974-087c-333e-a26e-40ebfa20ecfc\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"}],\"text\":\"KRISTEN FUHREMANN is recorded teaching in Spring 2012, Spring 2014, Spring 2015, Spring 2016. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ACCTIS 702\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f2a5d974-087c-333e-a26e-40ebfa20ecfc\",\"source_record\":{\"entity_id\":\"f2a5d974-087c-333e-a26e-40ebfa20ecfc\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"ACCTIS 702\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"f2a5d974-087c-333e-a26e-40ebfa20ecfc\",\"source_record\":{\"entity_id\":\"f2a5d974-087c-333e-a26e-40ebfa20ecfc\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"ACCTIS 702\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f2a5d974-087c-333e-a26e-40ebfa20ecfc\",\"source_record\":{\"entity_id\":\"f2a5d974-087c-333e-a26e-40ebfa20ecfc\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"ACCTIS 702\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"f2a5d974-087c-333e-a26e-40ebfa20ecfc\",\"source_record\":{\"entity_id\":\"f2a5d974-087c-333e-a26e-40ebfa20ecfc\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"ACCTIS 702\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"f2a5d974-087c-333e-a26e-40ebfa20ecfc\",\"source_record\":{\"entity_id\":\"f2a5d974-087c-333e-a26e-40ebfa20ecfc\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"ACCTIS 702\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f2a5d974-087c-333e-a26e-40ebfa20ecfc\",\"source_record\":{\"entity_id\":\"f2a5d974-087c-333e-a26e-40ebfa20ecfc\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"ACCTIS 702\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"f2a5d974-087c-333e-a26e-40ebfa20ecfc\",\"source_record\":{\"entity_id\":\"f2a5d974-087c-333e-a26e-40ebfa20ecfc\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"ACCTIS 702\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"f2a5d974-087c-333e-a26e-40ebfa20ecfc\",\"source_record\":{\"entity_id\":\"f2a5d974-087c-333e-a26e-40ebfa20ecfc\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"ACCTIS 702\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"f2a5d974-087c-333e-a26e-40ebfa20ecfc\",\"source_record\":{\"entity_id\":\"f2a5d974-087c-333e-a26e-40ebfa20ecfc\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"ACCTIS 702\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f2a5d974-087c-333e-a26e-40ebfa20ecfc\",\"source_record\":{\"entity_id\":\"f2a5d974-087c-333e-a26e-40ebfa20ecfc\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"},{\"course_id\":\"ACCTIS 702\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"f2a5d974-087c-333e-a26e-40ebfa20ecfc\",\"source_record\":{\"entity_id\":\"f2a5d974-087c-333e-a26e-40ebfa20ecfc\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"MATT GRIFFITH is recorded teaching in Spring 2022, Spring 2023, Spring 2024, 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}]