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Discussion prompts seem unimaginative and rushed, Would not take again\",\"course_id\":\"EP 602\",\"date\":\"2018-05-04 22:32:57 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"8a2cda559ca91aef3830a0ad\",\"instructor_id\":\"rmp:2371523\",\"instructor_name\":\"Scott Williams\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTI5OTkyMDgy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2371523\"}],\"evidence_count\":1,\"review_ids\":[\"8a2cda559ca91aef3830a0ad\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2371523\",\"name\":\"Scott Williams\"}],\"review_year_end\":\"2018\",\"review_year_start\":\"2018\"},\"sentiment\":\"negative\",\"summary\":\"Discussion prompts seem unimaginative and rushed.\"}]}","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_baa93fba65378810b9ff419f","course_id":"EP 602","catalog_version_id":"6858f191644e2b73fe29593a211f08ed5181497c000974c2acd3efd62ea412af","record_version_id":"5ed205e76f3be6edc475b6fd644852b9b6a9389ce20e3627d65f9fc534e1cedf","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"f0c09975d544b304ab3869e583c0c077e09a682d7c69bb9c8c66f91c229017e9","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"880ff061914a99664c8f81bd7cb02285bbf9365c64fdfe6a4cfe90b242744a15\",\"course_id\":\"EP 602\",\"current_instructors\":[],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Scott Williams\",\"review_date\":\"2018-05-04 22:32:57 +0000 UTC\",\"review_id\":\"8a2cda559ca91aef3830a0ad\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2371523\",\"source_review_id\":\"UmF0aW5nLTI5OTkyMDgy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2371523\",\"type\":\"review\"}],\"text\":\"Historical reviews of Scott Williams: Students must complete extensive background reading for each session, in addition to discussion responses, quizzes, and two formal assignments.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Scott Williams\",\"review_date\":\"2018-05-04 22:32:57 +0000 UTC\",\"review_id\":\"8a2cda559ca91aef3830a0ad\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2371523\",\"source_review_id\":\"UmF0aW5nLTI5OTkyMDgy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2371523\",\"type\":\"review\"}],\"text\":\"Historical reviews of Scott Williams: Scott Williams taught this seminar with extensive background reading and graded participation through discussion responses, quizzes, and two assignments. Reviewers found the seminar recordings difficult to understand due to poor quality and criticized the discussion prompts as unimaginative and rushed.\"}],\"message\":null,\"offered\":false,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Scott Williams\",\"review_date\":\"2018-05-04 22:32:57 +0000 UTC\",\"review_id\":\"8a2cda559ca91aef3830a0ad\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2371523\",\"source_review_id\":\"UmF0aW5nLTI5OTkyMDgy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2371523\",\"type\":\"review\"}],\"text\":\"Historical reviews of Scott Williams: This seminar course is graded on participation, quizzes, and two assignments, but the experience is marred by poor recording quality and extensive reading requirements.\"},{\"citations\":[{\"course_id\":\"EP 602\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"2f98df74-0fe8-3efa-8c7b-852f18a456e4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"EP 602\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"2f98df74-0fe8-3efa-8c7b-852f18a456e4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"EP 602\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"2f98df74-0fe8-3efa-8c7b-852f18a456e4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2021: 3.90 GPA, 100.0% A/AB (n=20 letter grades); Spring 2022: 3.96 GPA, 100.0% A/AB (n=27 letter grades); Fall 2022: 3.97 GPA, 100.0% A/AB (n=19 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Scott Williams\",\"review_date\":\"2018-05-04 22:32:57 +0000 UTC\",\"review_id\":\"8a2cda559ca91aef3830a0ad\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2371523\",\"source_review_id\":\"UmF0aW5nLTI5OTkyMDgy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2371523\",\"type\":\"review\"}],\"text\":\"Historical reviews of Scott Williams: Reviewers found seminar recordings difficult to understand due to quality issues and criticized discussion prompts as unimaginative and rushed.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"EP 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602\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"2f98df74-0fe8-3efa-8c7b-852f18a456e4\",\"source_record\":{\"entity_id\":\"2f98df74-0fe8-3efa-8c7b-852f18a456e4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"EP 602\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"2f98df74-0fe8-3efa-8c7b-852f18a456e4\",\"source_record\":{\"entity_id\":\"2f98df74-0fe8-3efa-8c7b-852f18a456e4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"EP 602\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2f98df74-0fe8-3efa-8c7b-852f18a456e4\",\"source_record\":{\"entity_id\":\"2f98df74-0fe8-3efa-8c7b-852f18a456e4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"EP 602\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"2f98df74-0fe8-3efa-8c7b-852f18a456e4\",\"source_record\":{\"entity_id\":\"2f98df74-0fe8-3efa-8c7b-852f18a456e4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"EP 602\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"2f98df74-0fe8-3efa-8c7b-852f18a456e4\",\"source_record\":{\"entity_id\":\"2f98df74-0fe8-3efa-8c7b-852f18a456e4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"EP 602\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2f98df74-0fe8-3efa-8c7b-852f18a456e4\",\"source_record\":{\"entity_id\":\"2f98df74-0fe8-3efa-8c7b-852f18a456e4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"EP 602\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"2f98df74-0fe8-3efa-8c7b-852f18a456e4\",\"source_record\":{\"entity_id\":\"2f98df74-0fe8-3efa-8c7b-852f18a456e4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"EP 602\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"2f98df74-0fe8-3efa-8c7b-852f18a456e4\",\"source_record\":{\"entity_id\":\"2f98df74-0fe8-3efa-8c7b-852f18a456e4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"}],\"text\":\"SCOTT WILLIAMS is recorded teaching in Fall 2016, Spring 2017, Fall 2017, Spring 2018, Fall 2018, Spring 2019, Fall 2019, Spring 2020, Fall 2020, Fall 2021, Spring 2022, Fall 2022. 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}]