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He keeps it real and is always lenient on due dates and project ideas.\",\"course_id\":\"ART 212\",\"date\":\"2021-04-14 20:01:51 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"834fc6a72c65f871625747ec\",\"instructor_id\":\"rmp:1514035\",\"instructor_name\":\"Derrick Buisch\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0NTUxNDA1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1514035\"}],\"evidence_count\":4,\"review_ids\":[\"dbcccb49066a550a827c4f3f\",\"0b8cfb30a77eeaff4cac4858\",\"bc132df066fb4d6f5da35b62\",\"834fc6a72c65f871625747ec\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1180188\",\"name\":\"Claire Stigliani\"},{\"id\":\"rmp:1514035\",\"name\":\"Derrick Buisch\"},{\"id\":\"rmp:2088533\",\"name\":\"Matthew Mauk\"}],\"review_year_end\":\"2021\",\"review_year_start\":\"2009\"},\"sentiment\":\"positive\",\"summary\":\"Highly recommended by students who appreciate the supportive, creative, and experienced instructors.\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_0c304d63df5faa53d01a1bca","course_id":"ART 212","catalog_version_id":"94d4baf878c6d84239e5c41ac46e9e05f9333937dc5a5521a5d9bc7570303daf","record_version_id":"6f9f9d6084dc3adc6facc002eeedec32b27bdcfcdd2223ce9541c8b9579c22b3","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"73ace2054d4e197cba9cc4e685b08bcfbb46bd7afc9f4ac173077204de7eed88","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"c0677576b9b3f71d5e2586253c310c6364ff127ca79a2746f3a2dfc9c46e5f5f\",\"course_id\":\"ART 212\",\"current_instructors\":[{\"instructor_uid\":\"instructor_670f6099e8a2928ac1450071\",\"message\":\"No course-specific reviews available\",\"name\":\"Chase Bisson\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[{\"citations\":[{\"course_id\":\"ART 212\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"32ef8364-b52c-357b-91f5-fd0ffdda8330\",\"source_record\":{\"entity_id\":\"32ef8364-b52c-357b-91f5-fd0ffdda8330\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"ART 212\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"32ef8364-b52c-357b-91f5-fd0ffdda8330\",\"source_record\":{\"entity_id\":\"32ef8364-b52c-357b-91f5-fd0ffdda8330\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"ART 212\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"32ef8364-b52c-357b-91f5-fd0ffdda8330\",\"source_record\":{\"entity_id\":\"32ef8364-b52c-357b-91f5-fd0ffdda8330\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"},{\"course_id\":\"ART 212\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"32ef8364-b52c-357b-91f5-fd0ffdda8330\",\"source_record\":{\"entity_id\":\"32ef8364-b52c-357b-91f5-fd0ffdda8330\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2025: 3.94 GPA, 97.4% A/AB (n=39 letter grades); Spring 2026: 3.84 GPA, 93.5% A/AB (n=31 letter grades).\"}]},{\"instructor_uid\":\"instructor_36d79e4790b96eb90ea0410a\",\"message\":\"No course-specific reviews available\",\"name\":\"Meg Lionel Murphy Hanson\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Matthew Mauk\",\"review_date\":\"2017-05-05 12:24:44 +0000 UTC\",\"review_id\":\"4602782550f0d688810b3fce\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2088533\",\"source_review_id\":\"UmF0aW5nLTI4MjIyODU0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2088533\",\"type\":\"review\"},{\"instructor_name\":\"Matthew Mauk\",\"review_date\":\"2017-05-05 20:06:27 +0000 UTC\",\"review_id\":\"0b8cfb30a77eeaff4cac4858\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2088533\",\"source_review_id\":\"UmF0aW5nLTI4MjI3NTA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2088533\",\"type\":\"review\"}],\"text\":\"Historical reviews of Matthew Mauk: Reviewers indicate that consistent effort and attendance are required to succeed, with workloads described as manageable for those willing to engage with the material.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Matthew Mauk\",\"review_date\":\"2017-05-05 12:24:44 +0000 UTC\",\"review_id\":\"4602782550f0d688810b3fce\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2088533\",\"source_review_id\":\"UmF0aW5nLTI4MjIyODU0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2088533\",\"type\":\"review\"},{\"instructor_name\":\"Matthew Mauk\",\"review_date\":\"2017-05-05 20:06:27 +0000 UTC\",\"review_id\":\"0b8cfb30a77eeaff4cac4858\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2088533\",\"source_review_id\":\"UmF0aW5nLTI4MjI3NTA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2088533\",\"type\":\"review\"},{\"instructor_name\":\"Matthew Mauk\",\"review_date\":\"2017-11-09 19:15:39 +0000 UTC\",\"review_id\":\"bc132df066fb4d6f5da35b62\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2088533\",\"source_review_id\":\"UmF0aW5nLTI4ODY3NzM5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2088533\",\"type\":\"review\"},{\"instructor_name\":\"Matthew Mauk\",\"review_date\":\"2025-11-19 03:53:56 +0000 UTC\",\"review_id\":\"ac106dff732627b68551df2a\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2088533\",\"source_review_id\":\"UmF0aW5nLTQxODk5NDAy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2088533\",\"type\":\"review\"}],\"text\":\"Matthew Mauk is praised for encouraging student interest and providing good feedback, though one review notes he can be harsh in critiques. Historical reviews highlight his casual style and use of new technologies, with students finding the work manageable if they put in effort.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"672f506f2fc2f46a071b9777f4a92cc197b2ccdeef25590e9285146d8c7e7f90\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Matthew Mauk\",\"review_date\":\"2017-05-05 12:24:44 +0000 UTC\",\"review_id\":\"4602782550f0d688810b3fce\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2088533\",\"source_review_id\":\"UmF0aW5nLTI4MjIyODU0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2088533\",\"type\":\"review\"},{\"instructor_name\":\"Matthew Mauk\",\"review_date\":\"2017-05-05 20:06:27 +0000 UTC\",\"review_id\":\"0b8cfb30a77eeaff4cac4858\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2088533\",\"source_review_id\":\"UmF0aW5nLTI4MjI3NTA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2088533\",\"type\":\"review\"},{\"instructor_name\":\"Matthew Mauk\",\"review_date\":\"2017-11-09 19:15:39 +0000 UTC\",\"review_id\":\"bc132df066fb4d6f5da35b62\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2088533\",\"source_review_id\":\"UmF0aW5nLTI4ODY3NzM5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2088533\",\"type\":\"review\"}],\"text\":\"Historical reviews for Matthew Mauk describe him as an engaging instructor who encourages personal artistic exploration and provides valuable feedback, though one recent review notes his critiques can be harsh.\"},{\"citations\":[{\"course_id\":\"ART 212\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"32ef8364-b52c-357b-91f5-fd0ffdda8330\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"ART 212\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"32ef8364-b52c-357b-91f5-fd0ffdda8330\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"ART 212\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"32ef8364-b52c-357b-91f5-fd0ffdda8330\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.99 GPA, 100.0% A/AB (n=49 letter grades); Fall 2025: 3.90 GPA, 95.8% A/AB (n=72 letter grades); Spring 2026: 3.83 GPA, 94.6% A/AB (n=56 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Claire Stigliani\",\"review_date\":\"2009-12-05 13:18:09 +0000 UTC\",\"review_id\":\"dbcccb49066a550a827c4f3f\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1180188\",\"source_review_id\":\"UmF0aW5nLTE2NDc1ODMz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1180188\",\"type\":\"review\"},{\"instructor_name\":\"Claire Stigliani\",\"review_date\":\"2010-06-08 16:30:55 +0000 UTC\",\"review_id\":\"1c9d8f4ec0a61a217b488793\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1180188\",\"source_review_id\":\"UmF0aW5nLTE3MzE1NDY2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1180188\",\"type\":\"review\"},{\"instructor_name\":\"Claire Stigliani\",\"review_date\":\"2010-06-24 00:21:45 +0000 UTC\",\"review_id\":\"cfc42e14e5f222e242b6baeb\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1180188\",\"source_review_id\":\"UmF0aW5nLTE3MzYzMTYw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1180188\",\"type\":\"review\"}],\"text\":\"Historical feedback for TA Claire Stigliani highlights her helpful critique style but also reports significant organizational issues, including lost student work.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"ART 212\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"32ef8364-b52c-357b-91f5-fd0ffdda8330\",\"source_record\":{\"entity_id\":\"32ef8364-b52c-357b-91f5-fd0ffdda8330\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"ART 212\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"32ef8364-b52c-357b-91f5-fd0ffdda8330\",\"source_record\":{\"entity_id\":\"32ef8364-b52c-357b-91f5-fd0ffdda8330\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"ART 212\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"32ef8364-b52c-357b-91f5-fd0ffdda8330\",\"source_record\":{\"entity_id\":\"32ef8364-b52c-357b-91f5-fd0ffdda8330\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"},{\"course_id\":\"ART 212\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"32ef8364-b52c-357b-91f5-fd0ffdda8330\",\"source_record\":{\"entity_id\":\"32ef8364-b52c-357b-91f5-fd0ffdda8330\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"CHASE BISSON is recorded teaching in Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ART 212\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"32ef8364-b52c-357b-91f5-fd0ffdda8330\",\"source_record\":{\"entity_id\":\"32ef8364-b52c-357b-91f5-fd0ffdda8330\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1102\",\"type\":\"grade\"},{\"course_id\":\"ART 212\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"32ef8364-b52c-357b-91f5-fd0ffdda8330\",\"source_record\":{\"entity_id\":\"32ef8364-b52c-357b-91f5-fd0ffdda8330\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1102\",\"type\":\"grade\"},{\"course_id\":\"ART 212\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"32ef8364-b52c-357b-91f5-fd0ffdda8330\",\"source_record\":{\"entity_id\":\"32ef8364-b52c-357b-91f5-fd0ffdda8330\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1104\",\"type\":\"grade\"},{\"course_id\":\"ART 212\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"32ef8364-b52c-357b-91f5-fd0ffdda8330\",\"source_record\":{\"entity_id\":\"32ef8364-b52c-357b-91f5-fd0ffdda8330\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1104\",\"type\":\"grade\"}],\"text\":\"CLAIRE STIGLIANI is recorded teaching in Fall 2009, Spring 2010. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ART 212\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"32ef8364-b52c-357b-91f5-fd0ffdda8330\",\"source_record\":{\"entity_id\":\"32ef8364-b52c-357b-91f5-fd0ffdda8330\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"ART 212\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"32ef8364-b52c-357b-91f5-fd0ffdda8330\",\"source_record\":{\"entity_id\":\"32ef8364-b52c-357b-91f5-fd0ffdda8330\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"ART 212\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"32ef8364-b52c-357b-91f5-fd0ffdda8330\",\"source_record\":{\"entity_id\":\"32ef8364-b52c-357b-91f5-fd0ffdda8330\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"},{\"course_id\":\"ART 212\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"32ef8364-b52c-357b-91f5-fd0ffdda8330\",\"source_record\":{\"entity_id\":\"32ef8364-b52c-357b-91f5-fd0ffdda8330\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"}],\"text\":\"MATTHEW MAUK is recorded teaching in Fall 2016, Spring 2017. 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}]