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Assignments and quizzes aren't difficult if you pay attention and are preapred!\",\"course_id\":\"COMARTS/HDFS/JOURN 616\",\"date\":\"2006-04-19 18:09:18 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"f4168684c21cab8e50d9f317\",\"instructor_id\":\"rmp:740707\",\"instructor_name\":\"Marie-Louise Mares\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTExNzMwOTc3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/740707\"}],\"evidence_count\":1,\"review_ids\":[\"f4168684c21cab8e50d9f317\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:740707\",\"name\":\"Marie-Louise Mares\"}],\"review_year_end\":\"2006\",\"review_year_start\":\"2006\"},\"sentiment\":\"positive\",\"summary\":\"Assignments and quizzes are not difficult if students pay attention and come prepared.\"}]}","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_da583a12fed939b825dd8702","course_id":"COMARTS/HDFS/JOURN 616","catalog_version_id":"36b2d931045a050ea02c6610a20a427a20e997a3c6f170740f1a8a8df2b812cc","record_version_id":"be9f47aba080175a0b35b812bcd16060a2a78043bd06ccc409b2f59c28d67ec4","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"4d34c9a54df5f55f04f30733f8a470ba237109aa91b6e0b58eb1f08b5f600051","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"bb3fc2c13ac7df5bec45a1e93bf84c71d71827236ab1f247c9ff0e9bd21541a3\",\"course_id\":\"COMARTS/HDFS/JOURN 616\",\"current_instructors\":[],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Marie-Louise Mares\",\"review_date\":\"2006-04-19 18:09:18 +0000 UTC\",\"review_id\":\"f4168684c21cab8e50d9f317\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:740707\",\"source_review_id\":\"UmF0aW5nLTExNzMwOTc3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/740707\",\"type\":\"review\"}],\"text\":\"Historical reviews of Marie-Louise Mares: Assignments and quizzes are not difficult if students pay attention and come prepared.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Karyn Riddle\",\"review_date\":\"2008-04-02 17:31:20 +0000 UTC\",\"review_id\":\"5e94edefdc5195fd5b98b125\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1056265\",\"source_review_id\":\"UmF0aW5nLTE0MjMzMjAw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1056265\",\"type\":\"review\"},{\"instructor_name\":\"Karyn Riddle\",\"review_date\":\"2026-03-06 21:36:22 +0000 UTC\",\"review_id\":\"c192adea3f893c227ce3eb35\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1056265\",\"source_review_id\":\"UmF0aW5nLTQyNjc0Njgx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1056265\",\"type\":\"review\"}],\"text\":\"Historical reviews of Karyn Riddle: Karyn Riddle is an excellent and helpful instructor who is deeply invested in student success and course accommodations. 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2025: 3.61 GPA, 77.8% A/AB (n=18 letter grades); Spring 2026: 3.74 GPA, 86.2% A/AB (n=29 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Karyn Riddle\",\"review_date\":\"2008-04-02 17:31:20 +0000 UTC\",\"review_id\":\"5e94edefdc5195fd5b98b125\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1056265\",\"source_review_id\":\"UmF0aW5nLTE0MjMzMjAw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1056265\",\"type\":\"review\"},{\"instructor_name\":\"Karyn Riddle\",\"review_date\":\"2026-03-06 21:36:22 +0000 UTC\",\"review_id\":\"c192adea3f893c227ce3eb35\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1056265\",\"source_review_id\":\"UmF0aW5nLTQyNjc0Njgx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1056265\",\"type\":\"review\"}],\"text\":\"Historical reviews of Karyn Riddle: Students find the instructor helpful, invested in success, and capable of making lectures insightful 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616\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"bcf5880e-4a5e-36ad-b073-6e534632807f\",\"source_record\":{\"entity_id\":\"bcf5880e-4a5e-36ad-b073-6e534632807f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"KARYN RIDDLE is recorded teaching in Fall 2007, Fall 2008, Spring 2009, Fall 2009, Spring 2010, Fall 2010, Fall 2011, Spring 2012, Spring 2013, Fall 2013, Spring 2014, Spring 2015, Spring 2017, Fall 2017, Fall 2018, Fall 2020, Fall 2021, Spring 2024, Spring 2025, Fall 2025. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMARTS/HDFS/JOURN 616\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"bcf5880e-4a5e-36ad-b073-6e534632807f\",\"source_record\":{\"entity_id\":\"bcf5880e-4a5e-36ad-b073-6e534632807f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1074\",\"type\":\"grade\"},{\"course_id\":\"COMARTS/HDFS/JOURN 616\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"bcf5880e-4a5e-36ad-b073-6e534632807f\",\"source_record\":{\"entity_id\":\"bcf5880e-4a5e-36ad-b073-6e534632807f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1084\",\"type\":\"grade\"},{\"course_id\":\"COMARTS/HDFS/JOURN 616\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"bcf5880e-4a5e-36ad-b073-6e534632807f\",\"source_record\":{\"entity_id\":\"bcf5880e-4a5e-36ad-b073-6e534632807f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1094\",\"type\":\"grade\"},{\"course_id\":\"COMARTS/HDFS/JOURN 616\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"bcf5880e-4a5e-36ad-b073-6e534632807f\",\"source_record\":{\"entity_id\":\"bcf5880e-4a5e-36ad-b073-6e534632807f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1132\",\"type\":\"grade\"},{\"course_id\":\"COMARTS/HDFS/JOURN 616\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"bcf5880e-4a5e-36ad-b073-6e534632807f\",\"source_record\":{\"entity_id\":\"bcf5880e-4a5e-36ad-b073-6e534632807f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1142\",\"type\":\"grade\"},{\"course_id\":\"COMARTS/HDFS/JOURN 616\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"bcf5880e-4a5e-36ad-b073-6e534632807f\",\"source_record\":{\"entity_id\":\"bcf5880e-4a5e-36ad-b073-6e534632807f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"COMARTS/HDFS/JOURN 616\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"bcf5880e-4a5e-36ad-b073-6e534632807f\",\"source_record\":{\"entity_id\":\"bcf5880e-4a5e-36ad-b073-6e534632807f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"COMARTS/HDFS/JOURN 616\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"bcf5880e-4a5e-36ad-b073-6e534632807f\",\"source_record\":{\"entity_id\":\"bcf5880e-4a5e-36ad-b073-6e534632807f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"},{\"course_id\":\"COMARTS/HDFS/JOURN 616\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"bcf5880e-4a5e-36ad-b073-6e534632807f\",\"source_record\":{\"entity_id\":\"bcf5880e-4a5e-36ad-b073-6e534632807f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"COMARTS/HDFS/JOURN 616\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"bcf5880e-4a5e-36ad-b073-6e534632807f\",\"source_record\":{\"entity_id\":\"bcf5880e-4a5e-36ad-b073-6e534632807f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"COMARTS/HDFS/JOURN 616\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"bcf5880e-4a5e-36ad-b073-6e534632807f\",\"source_record\":{\"entity_id\":\"bcf5880e-4a5e-36ad-b073-6e534632807f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"MARIE-LOUISE MARES is recorded teaching in Spring 2007, Spring 2008, Spring 2009, Fall 2012, Fall 2013, Fall 2016, Fall 2017, Spring 2019, Fall 2021, 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}]