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I would HIGHLY recommend taking any class that he is teaching. \",\"course_id\":\"HDFS 592\",\"date\":\"2024-10-22 13:55:03 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"d4586b438aac820b7c90ab84\",\"instructor_id\":\"rmp:3037291\",\"instructor_name\":\"Quentin  Riser \",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM5ODM4Mzc0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3037291\"},{\"comment\":\"Dr. Riser has easily become my favorite professor at UW. He is extremely knowledgeable and passionate about what he teaches and is a great mentor. His lectures are interesting, and he is extremely funny. 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Few things count toward your final grade\",\"course_id\":\"HDFS 592\",\"date\":\"2025-04-14 18:47:44 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"067737087d38c2922850329c\",\"instructor_id\":\"rmp:3037291\",\"instructor_name\":\"Quentin  Riser \",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQwOTM2NTM5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3037291\"},{\"comment\":\"Q is not a standard professor, but more like a fun camp counselor while still being very educated. He will always have strong connections with people in his classes, and if you ever need to take a class with him as the professor always choose him\",\"course_id\":\"HDFS 592\",\"date\":\"2025-05-04 23:08:40 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"06c78ac2410a1ce62893d243\",\"instructor_id\":\"rmp:3037291\",\"instructor_name\":\"Quentin  Riser \",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQxMTU0OTg3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3037291\"},{\"comment\":\"Dr. Riser has easily become my favorite professor at UW. He is extremely knowledgeable and passionate about what he teaches and is a great mentor. His lectures are interesting, and he is extremely funny. He genuinely cares about the success of his students and encourages them to be the best researchers, learners, and leaders they can be. \",\"course_id\":\"HDFS 592\",\"date\":\"2026-03-19 17:21:34 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"031b46f1326e88816b9a9fce\",\"instructor_id\":\"rmp:3037291\",\"instructor_name\":\"Quentin  Riser \",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQyNzE1ODU1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3037291\"}],\"evidence_count\":3,\"review_ids\":[\"067737087d38c2922850329c\",\"06c78ac2410a1ce62893d243\",\"031b46f1326e88816b9a9fce\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:3037291\",\"name\":\"Quentin  Riser \"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2025\"},\"sentiment\":\"positive\",\"summary\":\"The course is considered easy with low difficulty ratings (1-2) and few things counting toward the final grade.\"}]}","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_49e7ac3c8f407b095bf2c2c5","course_id":"HDFS 592","catalog_version_id":"f8bf65376d786a9c30f1c0482c154c7379019370433b8c5af520e9f57ec5288a","record_version_id":"4bfeebc0b7fd804d863a610cd860277df61c3fcf2d73e6ada6f21115b243da5a","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"727945a5f2f4689ac7e84ab84fc9746430737539af1bfe8d619cd4bf8b8a1052","section":"student_summary","status":"invalid","value_json":"{\"context_hash\":\"c3a98eac83ae9934dabac5983aeed3fe8b4e119b18658c6c837c8a3751768585\",\"course_id\":\"HDFS 592\",\"current_instructors\":[{\"instructor_uid\":\"instructor_0e1ae94d8eb5cf3dbaa72bcf\",\"message\":\"No course-specific reviews available\",\"name\":\"Alvin Thomas\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":\"rmp:2789100\",\"summary\":[]},{\"instructor_uid\":\"instructor_986a134cc813c9d02d31c373\",\"message\":\"No course-specific reviews available\",\"name\":\"Andrea Buhler\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[{\"citations\":[{\"course_id\":\"HDFS 592\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"source_record\":{\"entity_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2026: 3.87 GPA, 95.7% A/AB (n=23 letter grades).\"}]},{\"instructor_uid\":\"instructor_89255785a3073c5149c0c915\",\"message\":\"No course-specific reviews available\",\"name\":\"Heather Kirkorian\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":\"rmp:1681619\",\"summary\":[{\"citations\":[{\"course_id\":\"HDFS 592\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"source_record\":{\"entity_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"HDFS 592\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":11,\"source_course_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"source_record\":{\"entity_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2016: 3.98 GPA, 100.0% A/AB (n=20 letter grades); Fall 2022: 4.00 GPA, 100.0% A/AB (n=27 letter grades).\"}]},{\"instructor_uid\":\"instructor_6243d4d7541cc553237f43ec\",\"message\":\"No course-specific reviews available\",\"name\":\"Janean Dilworth-Bart\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":\"rmp:1653908\",\"summary\":[{\"citations\":[{\"course_id\":\"HDFS 592\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"source_record\":{\"entity_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"},{\"course_id\":\"HDFS 592\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"source_record\":{\"entity_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2019: 3.92 GPA, 100.0% A/AB (n=19 letter grades); Spring 2020: 3.97 GPA, 100.0% A/AB (n=15 letter grades).\"}]},{\"instructor_uid\":\"instructor_21b2212367512019547d63d4\",\"message\":\"No course-specific reviews available\",\"name\":\"Julie Poehlmann\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":\"rmp:1011737\",\"summary\":[{\"citations\":[{\"course_id\":\"HDFS 592\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":11,\"source_course_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"source_record\":{\"entity_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"HDFS 592\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"source_record\":{\"entity_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"HDFS 592\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"source_record\":{\"entity_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2021: 4.00 GPA, 100.0% A/AB (n=16 letter grades); Fall 2023: 3.95 GPA, 95.2% A/AB (n=21 letter grades); Fall 2025: 3.98 GPA, 100.0% A/AB (n=21 letter grades).\"}]},{\"instructor_uid\":\"instructor_d71417eb9749bbef0e985ab7\",\"message\":\"Summary generation failed\",\"name\":\"Quentin Riser\",\"review_status\":\"generation_failed\",\"rmp_instructor_id\":\"rmp:3037291\",\"summary\":[{\"citations\":[{\"course_id\":\"HDFS 592\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"source_record\":{\"entity_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"HDFS 592\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"source_record\":{\"entity_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2024: 4.00 GPA, 100.0% A/AB (n=25 letter grades); Fall 2024: 4.00 GPA, 100.0% A/AB (n=22 letter grades).\"}]},{\"instructor_uid\":\"instructor_f0c04c2bb1c284bbe737490a\",\"message\":\"No course-specific reviews available\",\"name\":\"Sigan Hartley\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":\"rmp:1668761\",\"summary\":[{\"citations\":[{\"course_id\":\"HDFS 592\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"source_record\":{\"entity_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"},{\"course_id\":\"HDFS 592\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"source_record\":{\"entity_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"HDFS 592\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"source_record\":{\"entity_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2017: 3.98 GPA, 100.0% A/AB (n=23 letter grades); Spring 2023: 4.00 GPA, 100.0% A/AB (n=22 letter grades); Spring 2025: 3.95 GPA, 100.0% A/AB (n=21 letter grades).\"}]}],\"difficulty_workload\":[],\"errors\":[{\"error\":\"ModelAPIError: Connection error.\",\"instructor_uid\":\"instructor_d71417eb9749bbef0e985ab7\",\"mode\":\"professor\"},{\"error\":\"ModelAPIError: Connection error.\",\"instructor_uid\":null,\"mode\":\"overview\"}],\"historical_context\":[],\"message\":null,\"offered\":true,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"course_id\":\"HDFS 592\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"HDFS 592\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"HDFS 592\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.95 GPA, 100.0% A/AB (n=21 letter grades); Fall 2025: 3.98 GPA, 100.0% A/AB (n=21 letter grades); Spring 2026: 3.87 GPA, 95.7% A/AB (n=23 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"HDFS 592\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"source_record\":{\"entity_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"ANDREA BUHLER is recorded teaching in Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"HDFS 592\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":40,\"source_course_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"source_record\":{\"entity_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1144\",\"type\":\"grade\"},{\"course_id\":\"HDFS 592\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":40,\"source_course_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"source_record\":{\"entity_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"},{\"course_id\":\"HDFS 592\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":40,\"source_course_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"source_record\":{\"entity_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1154\",\"type\":\"grade\"},{\"course_id\":\"HDFS 592\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":40,\"source_course_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"source_record\":{\"entity_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"HDFS 592\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"source_record\":{\"entity_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"HDFS 592\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":11,\"source_course_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"source_record\":{\"entity_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"}],\"text\":\"HEATHER KIRKORIAN is recorded teaching in Spring 2014, Fall 2014, Spring 2015, Fall 2015, Spring 2016, Fall 2022. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"HDFS 592\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"source_record\":{\"entity_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"},{\"course_id\":\"HDFS 592\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"source_record\":{\"entity_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"}],\"text\":\"JANEAN DILWORTH-BART is recorded teaching in Spring 2019, Spring 2020. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"HDFS 592\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":11,\"source_course_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"source_record\":{\"entity_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"},{\"course_id\":\"HDFS 592\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":11,\"source_course_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"source_record\":{\"entity_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1154\",\"type\":\"grade\"},{\"course_id\":\"HDFS 592\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":11,\"source_course_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"source_record\":{\"entity_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"HDFS 592\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"source_record\":{\"entity_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"HDFS 592\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"source_record\":{\"entity_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"HDFS 592\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":11,\"source_course_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"source_record\":{\"entity_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"HDFS 592\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"source_record\":{\"entity_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"HDFS 592\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"source_record\":{\"entity_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"JULIE POEHLMANN is recorded teaching in Fall 2014, Spring 2015, Fall 2015, Fall 2018, Fall 2019, Fall 2021, Fall 2023, Fall 2025. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"HDFS 592\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":49,\"source_course_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"source_record\":{\"entity_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"HDFS 592\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"source_record\":{\"entity_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"HDFS 592\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"source_record\":{\"entity_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"}],\"text\":\"QUENTIN RISER is recorded teaching in Fall 2023, Spring 2024, Fall 2024. 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While he is very intelligent and knowledgable, he also is very kind and easy going; it is a pleasure to be one of his students! \",\"course_id\":\"HDFS 592\",\"date\":\"2024-10-22 13:51:34 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"564e0da4f910b56e66074708\",\"instructor_id\":\"rmp:3037291\",\"instructor_name\":\"Quentin  Riser \",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM5ODM4MzYz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3037291\"},{\"comment\":\"Dr. Riser is a brilliant and personable professor. He makes lectures super interesting and is always open to helping outside of class. Quick and easy response time with strong communication. He is also very understanding and accommodating. 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He gives quality feedback and is always ready to support and meet his students' needs. While he is very intelligent and knowledgable, he also is very kind and easy going; it is a pleasure to be one of his students! \",\"course_id\":\"HDFS 592\",\"date\":\"2024-10-22 13:51:34 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"564e0da4f910b56e66074708\",\"instructor_id\":\"rmp:3037291\",\"instructor_name\":\"Quentin  Riser \",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM5ODM4MzYz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3037291\"},{\"comment\":\"Dr. Riser is a brilliant and personable professor. He makes lectures super interesting and is always open to helping outside of class. Quick and easy response time with strong communication. He is also very understanding and accommodating. I would HIGHLY recommend taking any class that he is teaching. \",\"course_id\":\"HDFS 592\",\"date\":\"2024-10-22 13:55:03 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"d4586b438aac820b7c90ab84\",\"instructor_id\":\"rmp:3037291\",\"instructor_name\":\"Quentin  Riser \",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM5ODM4Mzc0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3037291\"},{\"comment\":\"Dr. Riser has easily become my favorite professor at UW. He is extremely knowledgeable and passionate about what he teaches and is a great mentor. His lectures are interesting, and he is extremely funny. He genuinely cares about the success of his students and encourages them to be the best researchers, learners, and leaders they can be. \",\"course_id\":\"HDFS 592\",\"date\":\"2026-03-19 17:21:34 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"031b46f1326e88816b9a9fce\",\"instructor_id\":\"rmp:3037291\",\"instructor_name\":\"Quentin  Riser \",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQyNzE1ODU1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3037291\"}],\"evidence_count\":3,\"review_ids\":[\"564e0da4f910b56e66074708\",\"d4586b438aac820b7c90ab84\",\"031b46f1326e88816b9a9fce\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:3037291\",\"name\":\"Quentin  Riser \"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2024\"},\"sentiment\":\"positive\",\"summary\":\"Dr. Riser is highly recommended as a fantastic, personable, and passionate professor who acts as a great mentor and cares deeply about student success.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Super informative and interesting professing. Few things count toward your final grade\",\"course_id\":\"HDFS 592\",\"date\":\"2025-04-14 18:47:44 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"067737087d38c2922850329c\",\"instructor_id\":\"rmp:3037291\",\"instructor_name\":\"Quentin  Riser \",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQwOTM2NTM5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3037291\"},{\"comment\":\"Q is not a standard professor, but more like a fun camp counselor while still being very educated. He will always have strong connections with people in his classes, and if you ever need to take a class with him as the professor always choose him\",\"course_id\":\"HDFS 592\",\"date\":\"2025-05-04 23:08:40 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"06c78ac2410a1ce62893d243\",\"instructor_id\":\"rmp:3037291\",\"instructor_name\":\"Quentin  Riser \",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQxMTU0OTg3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3037291\"},{\"comment\":\"Dr. Riser has easily become my favorite professor at UW. He is extremely knowledgeable and passionate about what he teaches and is a great mentor. His lectures are interesting, and he is extremely funny. He genuinely cares about the success of his students and encourages them to be the best researchers, learners, and leaders they can be. \",\"course_id\":\"HDFS 592\",\"date\":\"2026-03-19 17:21:34 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"031b46f1326e88816b9a9fce\",\"instructor_id\":\"rmp:3037291\",\"instructor_name\":\"Quentin  Riser \",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQyNzE1ODU1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3037291\"}],\"evidence_count\":3,\"review_ids\":[\"067737087d38c2922850329c\",\"06c78ac2410a1ce62893d243\",\"031b46f1326e88816b9a9fce\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:3037291\",\"name\":\"Quentin  Riser \"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2025\"},\"sentiment\":\"positive\",\"summary\":\"The course is considered easy with low difficulty ratings (1-2) and few things counting toward the final grade.\"}]}","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_49e7ac3c8f407b095bf2c2c5","course_id":"HDFS 592","catalog_version_id":"f8bf65376d786a9c30f1c0482c154c7379019370433b8c5af520e9f57ec5288a","record_version_id":"4bfeebc0b7fd804d863a610cd860277df61c3fcf2d73e6ada6f21115b243da5a","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"c753068e93b36c83f7d4d852e0f72c9ca07f55ee924ec00077a2bdde0d1d4f72","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"c3a98eac83ae9934dabac5983aeed3fe8b4e119b18658c6c837c8a3751768585\",\"course_id\":\"HDFS 592\",\"current_instructors\":[{\"instructor_uid\":\"instructor_0e1ae94d8eb5cf3dbaa72bcf\",\"message\":\"No course-specific reviews available\",\"name\":\"Alvin Thomas\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":\"rmp:2789100\",\"summary\":[]},{\"instructor_uid\":\"instructor_986a134cc813c9d02d31c373\",\"message\":\"No course-specific reviews available\",\"name\":\"Andrea Buhler\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[{\"citations\":[{\"course_id\":\"HDFS 592\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"source_record\":{\"entity_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2026: 3.87 GPA, 95.7% A/AB (n=23 letter grades).\"}]},{\"instructor_uid\":\"instructor_89255785a3073c5149c0c915\",\"message\":\"No course-specific reviews available\",\"name\":\"Heather Kirkorian\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":\"rmp:1681619\",\"summary\":[{\"citations\":[{\"course_id\":\"HDFS 592\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"source_record\":{\"entity_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"HDFS 592\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":11,\"source_course_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"source_record\":{\"entity_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2016: 3.98 GPA, 100.0% A/AB (n=20 letter grades); Fall 2022: 4.00 GPA, 100.0% A/AB (n=27 letter grades).\"}]},{\"instructor_uid\":\"instructor_6243d4d7541cc553237f43ec\",\"message\":\"No course-specific reviews available\",\"name\":\"Janean Dilworth-Bart\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":\"rmp:1653908\",\"summary\":[{\"citations\":[{\"course_id\":\"HDFS 592\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"source_record\":{\"entity_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"},{\"course_id\":\"HDFS 592\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"source_record\":{\"entity_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2019: 3.92 GPA, 100.0% A/AB (n=19 letter grades); Spring 2020: 3.97 GPA, 100.0% A/AB (n=15 letter grades).\"}]},{\"instructor_uid\":\"instructor_21b2212367512019547d63d4\",\"message\":\"No course-specific reviews available\",\"name\":\"Julie Poehlmann\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":\"rmp:1011737\",\"summary\":[{\"citations\":[{\"course_id\":\"HDFS 592\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":11,\"source_course_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"source_record\":{\"entity_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"HDFS 592\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"source_record\":{\"entity_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"HDFS 592\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"source_record\":{\"entity_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2021: 4.00 GPA, 100.0% A/AB (n=16 letter grades); Fall 2023: 3.95 GPA, 95.2% A/AB (n=21 letter grades); Fall 2025: 3.98 GPA, 100.0% A/AB (n=21 letter grades).\"}]},{\"instructor_uid\":\"instructor_d71417eb9749bbef0e985ab7\",\"message\":null,\"name\":\"Quentin Riser\",\"review_status\":\"supported\",\"rmp_instructor_id\":\"rmp:3037291\",\"summary\":[{\"citations\":[{\"instructor_name\":\"Quentin  Riser \",\"review_date\":\"2024-10-22 13:48:37 +0000 UTC\",\"review_id\":\"c8b1e0780a7f7fc8bd645a62\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3037291\",\"source_review_id\":\"UmF0aW5nLTM5ODM4MzQ4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3037291\",\"type\":\"review\"},{\"instructor_name\":\"Quentin  Riser \",\"review_date\":\"2024-10-22 13:51:34 +0000 UTC\",\"review_id\":\"564e0da4f910b56e66074708\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3037291\",\"source_review_id\":\"UmF0aW5nLTM5ODM4MzYz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3037291\",\"type\":\"review\"},{\"instructor_name\":\"Quentin  Riser \",\"review_date\":\"2024-10-22 13:52:35 +0000 UTC\",\"review_id\":\"2e6681b528e153d9f8d41440\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3037291\",\"source_review_id\":\"UmF0aW5nLTM5ODM4MzY3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3037291\",\"type\":\"review\"},{\"instructor_name\":\"Quentin  Riser \",\"review_date\":\"2024-10-22 13:55:03 +0000 UTC\",\"review_id\":\"d4586b438aac820b7c90ab84\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3037291\",\"source_review_id\":\"UmF0aW5nLTM5ODM4Mzc0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3037291\",\"type\":\"review\"},{\"instructor_name\":\"Quentin  Riser \",\"review_date\":\"2025-04-14 18:47:44 +0000 UTC\",\"review_id\":\"067737087d38c2922850329c\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3037291\",\"source_review_id\":\"UmF0aW5nLTQwOTM2NTM5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3037291\",\"type\":\"review\"},{\"instructor_name\":\"Quentin  Riser \",\"review_date\":\"2025-05-04 23:08:40 +0000 UTC\",\"review_id\":\"06c78ac2410a1ce62893d243\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3037291\",\"source_review_id\":\"UmF0aW5nLTQxMTU0OTg3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3037291\",\"type\":\"review\"},{\"instructor_name\":\"Quentin  Riser \",\"review_date\":\"2026-03-19 15:19:54 +0000 UTC\",\"review_id\":\"14486ecaf881b81d2808f2c1\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3037291\",\"source_review_id\":\"UmF0aW5nLTQyNzE1MzM5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3037291\",\"type\":\"review\"},{\"instructor_name\":\"Quentin  Riser \",\"review_date\":\"2026-03-19 17:21:34 +0000 UTC\",\"review_id\":\"031b46f1326e88816b9a9fce\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3037291\",\"source_review_id\":\"UmF0aW5nLTQyNzE1ODU1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3037291\",\"type\":\"review\"}],\"text\":\"Quentin Riser is consistently praised for his engaging, funny, and knowledgeable lectures, with reviewers highlighting his clear grading and responsive communication. Students appreciate his supportive nature, strong mentorship, and the interesting, beneficial course material he provides.\"},{\"citations\":[{\"course_id\":\"HDFS 592\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"source_record\":{\"entity_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"HDFS 592\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"source_record\":{\"entity_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2024: 4.00 GPA, 100.0% A/AB (n=25 letter grades); Fall 2024: 4.00 GPA, 100.0% A/AB (n=22 letter grades).\"}]},{\"instructor_uid\":\"instructor_f0c04c2bb1c284bbe737490a\",\"message\":\"No course-specific reviews available\",\"name\":\"Sigan Hartley\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":\"rmp:1668761\",\"summary\":[{\"citations\":[{\"course_id\":\"HDFS 592\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"source_record\":{\"entity_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"},{\"course_id\":\"HDFS 592\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"source_record\":{\"entity_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"HDFS 592\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"source_record\":{\"entity_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2017: 3.98 GPA, 100.0% A/AB (n=23 letter grades); Spring 2023: 4.00 GPA, 100.0% A/AB (n=22 letter grades); Spring 2025: 3.95 GPA, 100.0% A/AB (n=21 letter grades).\"}]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Quentin  Riser \",\"review_date\":\"2024-10-22 13:48:37 +0000 UTC\",\"review_id\":\"c8b1e0780a7f7fc8bd645a62\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3037291\",\"source_review_id\":\"UmF0aW5nLTM5ODM4MzQ4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3037291\",\"type\":\"review\"},{\"instructor_name\":\"Quentin  Riser \",\"review_date\":\"2025-04-14 18:47:44 +0000 UTC\",\"review_id\":\"067737087d38c2922850329c\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3037291\",\"source_review_id\":\"UmF0aW5nLTQwOTM2NTM5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3037291\",\"type\":\"review\"}],\"text\":\"Reviewers describe the course as having low difficulty and a manageable workload, noting that few assignments count toward the final grade.\"}],\"errors\":[],\"historical_context\":[],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Quentin  Riser \",\"review_date\":\"2024-10-22 13:48:37 +0000 UTC\",\"review_id\":\"c8b1e0780a7f7fc8bd645a62\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3037291\",\"source_review_id\":\"UmF0aW5nLTM5ODM4MzQ4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3037291\",\"type\":\"review\"},{\"instructor_name\":\"Quentin  Riser \",\"review_date\":\"2024-10-22 13:51:34 +0000 UTC\",\"review_id\":\"564e0da4f910b56e66074708\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3037291\",\"source_review_id\":\"UmF0aW5nLTM5ODM4MzYz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3037291\",\"type\":\"review\"},{\"instructor_name\":\"Quentin  Riser \",\"review_date\":\"2024-10-22 13:52:35 +0000 UTC\",\"review_id\":\"2e6681b528e153d9f8d41440\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3037291\",\"source_review_id\":\"UmF0aW5nLTM5ODM4MzY3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3037291\",\"type\":\"review\"},{\"instructor_name\":\"Quentin  Riser \",\"review_date\":\"2024-10-22 13:55:03 +0000 UTC\",\"review_id\":\"d4586b438aac820b7c90ab84\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3037291\",\"source_review_id\":\"UmF0aW5nLTM5ODM4Mzc0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3037291\",\"type\":\"review\"},{\"instructor_name\":\"Quentin  Riser \",\"review_date\":\"2025-04-14 18:47:44 +0000 UTC\",\"review_id\":\"067737087d38c2922850329c\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3037291\",\"source_review_id\":\"UmF0aW5nLTQwOTM2NTM5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3037291\",\"type\":\"review\"},{\"instructor_name\":\"Quentin  Riser \",\"review_date\":\"2025-05-04 23:08:40 +0000 UTC\",\"review_id\":\"06c78ac2410a1ce62893d243\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3037291\",\"source_review_id\":\"UmF0aW5nLTQxMTU0OTg3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3037291\",\"type\":\"review\"},{\"instructor_name\":\"Quentin  Riser \",\"review_date\":\"2026-03-19 15:19:54 +0000 UTC\",\"review_id\":\"14486ecaf881b81d2808f2c1\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3037291\",\"source_review_id\":\"UmF0aW5nLTQyNzE1MzM5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3037291\",\"type\":\"review\"},{\"instructor_name\":\"Quentin  Riser \",\"review_date\":\"2026-03-19 17:21:34 +0000 UTC\",\"review_id\":\"031b46f1326e88816b9a9fce\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3037291\",\"source_review_id\":\"UmF0aW5nLTQyNzE1ODU1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3037291\",\"type\":\"review\"}],\"text\":\"Quentin Riser receives universal praise for his engaging, funny, and supportive teaching style, with students highlighting his clear communication and mentorship.\"},{\"citations\":[{\"course_id\":\"HDFS 592\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"HDFS 592\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"HDFS 592\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.95 GPA, 100.0% A/AB (n=21 letter grades); Fall 2025: 3.98 GPA, 100.0% A/AB (n=21 letter grades); Spring 2026: 3.87 GPA, 95.7% A/AB (n=23 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Quentin  Riser \",\"review_date\":\"2024-10-22 13:48:37 +0000 UTC\",\"review_id\":\"c8b1e0780a7f7fc8bd645a62\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3037291\",\"source_review_id\":\"UmF0aW5nLTM5ODM4MzQ4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3037291\",\"type\":\"review\"},{\"instructor_name\":\"Quentin  Riser \",\"review_date\":\"2024-10-22 13:51:34 +0000 UTC\",\"review_id\":\"564e0da4f910b56e66074708\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3037291\",\"source_review_id\":\"UmF0aW5nLTM5ODM4MzYz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3037291\",\"type\":\"review\"},{\"instructor_name\":\"Quentin  Riser \",\"review_date\":\"2024-10-22 13:52:35 +0000 UTC\",\"review_id\":\"2e6681b528e153d9f8d41440\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3037291\",\"source_review_id\":\"UmF0aW5nLTM5ODM4MzY3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3037291\",\"type\":\"review\"},{\"instructor_name\":\"Quentin  Riser \",\"review_date\":\"2024-10-22 13:55:03 +0000 UTC\",\"review_id\":\"d4586b438aac820b7c90ab84\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3037291\",\"source_review_id\":\"UmF0aW5nLTM5ODM4Mzc0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3037291\",\"type\":\"review\"},{\"instructor_name\":\"Quentin  Riser \",\"review_date\":\"2026-03-19 15:19:54 +0000 UTC\",\"review_id\":\"14486ecaf881b81d2808f2c1\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3037291\",\"source_review_id\":\"UmF0aW5nLTQyNzE1MzM5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3037291\",\"type\":\"review\"},{\"instructor_name\":\"Quentin  Riser \",\"review_date\":\"2026-03-19 17:21:34 +0000 UTC\",\"review_id\":\"031b46f1326e88816b9a9fce\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3037291\",\"source_review_id\":\"UmF0aW5nLTQyNzE1ODU1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3037291\",\"type\":\"review\"}],\"text\":\"Students value Riser's responsiveness, interesting lectures, and genuine care for their success, describing him as an accessible and personable mentor.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"HDFS 592\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"source_record\":{\"entity_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"ANDREA BUHLER is recorded teaching in Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"HDFS 592\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":40,\"source_course_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"source_record\":{\"entity_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1144\",\"type\":\"grade\"},{\"course_id\":\"HDFS 592\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":40,\"source_course_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"source_record\":{\"entity_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"},{\"course_id\":\"HDFS 592\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":40,\"source_course_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"source_record\":{\"entity_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1154\",\"type\":\"grade\"},{\"course_id\":\"HDFS 592\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":40,\"source_course_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"source_record\":{\"entity_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"HDFS 592\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"source_record\":{\"entity_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"HDFS 592\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":11,\"source_course_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"source_record\":{\"entity_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"}],\"text\":\"HEATHER KIRKORIAN is recorded teaching in Spring 2014, Fall 2014, Spring 2015, Fall 2015, Spring 2016, Fall 2022. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"HDFS 592\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"source_record\":{\"entity_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"},{\"course_id\":\"HDFS 592\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"source_record\":{\"entity_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"}],\"text\":\"JANEAN DILWORTH-BART is recorded teaching in Spring 2019, Spring 2020. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"HDFS 592\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":11,\"source_course_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"source_record\":{\"entity_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"},{\"course_id\":\"HDFS 592\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":11,\"source_course_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"source_record\":{\"entity_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1154\",\"type\":\"grade\"},{\"course_id\":\"HDFS 592\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":11,\"source_course_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"source_record\":{\"entity_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"HDFS 592\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"source_record\":{\"entity_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"HDFS 592\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"source_record\":{\"entity_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"HDFS 592\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":11,\"source_course_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"source_record\":{\"entity_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"HDFS 592\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"source_record\":{\"entity_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"HDFS 592\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"source_record\":{\"entity_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"JULIE POEHLMANN is recorded teaching in Fall 2014, Spring 2015, Fall 2015, Fall 2018, Fall 2019, Fall 2021, Fall 2023, Fall 2025. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"HDFS 592\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":49,\"source_course_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"source_record\":{\"entity_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"HDFS 592\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"source_record\":{\"entity_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"HDFS 592\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"source_record\":{\"entity_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"}],\"text\":\"QUENTIN RISER is recorded teaching in Fall 2023, Spring 2024, Fall 2024. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"HDFS 592\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":39,\"source_course_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"source_record\":{\"entity_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1144\",\"type\":\"grade\"},{\"course_id\":\"HDFS 592\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":39,\"source_course_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"source_record\":{\"entity_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"},{\"course_id\":\"HDFS 592\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":39,\"source_course_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"source_record\":{\"entity_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1154\",\"type\":\"grade\"},{\"course_id\":\"HDFS 592\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":39,\"source_course_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"source_record\":{\"entity_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"HDFS 592\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"source_record\":{\"entity_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"},{\"course_id\":\"HDFS 592\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"source_record\":{\"entity_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"HDFS 592\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"source_record\":{\"entity_id\":\"5295289a-80b9-3f41-93b5-0e1e5bdb8928\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"}],\"text\":\"SIGAN HARTLEY is recorded teaching in Spring 2014, Fall 2014, Spring 2015, Fall 2015, Spring 2017, Spring 2023, Spring 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}]