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The course itself is group-project heavy & at times can be rather boring/confusing, but I recommend it if you love RStudio!\",\"course_id\":\"LSC 460\",\"date\":\"2023-05-02 21:26:52 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"538a5f978d7c6d73a687d157\",\"instructor_id\":\"rmp:2697891\",\"instructor_name\":\"Kaiping Chen\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTM3Nzk1NDEy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2697891\"}],\"evidence_count\":1,\"review_ids\":[\"538a5f978d7c6d73a687d157\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2697891\",\"name\":\"Kaiping Chen\"}],\"review_year_end\":\"2023\",\"review_year_start\":\"2023\"},\"sentiment\":\"positive\",\"summary\":\"Instructor is great and passionate, recommended for those who love RStudio.\"}]}","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_270e5bf9ade902304083d7c9","course_id":"LSC 460","catalog_version_id":"02c46758fc8c556dcab13485c6fc1cd54be02649d8dfc2acfc0609d959516915","record_version_id":"72069899dd75248e729c241de6222ed2a4a0c89600111b442942386f6832ad19","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"8b2f30b060ab5df88b42b751e7d660bd435aac9c7831697115bed72c45938a04","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"69b1adf41e4e6dc67f1c210d55ee5873a47602401868439c39315c4c9b9d6f28\",\"course_id\":\"LSC 460\",\"current_instructors\":[],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Kaiping Chen\",\"review_date\":\"2023-05-02 21:26:52 +0000 UTC\",\"review_id\":\"538a5f978d7c6d73a687d157\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2697891\",\"source_review_id\":\"UmF0aW5nLTM3Nzk1NDEy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2697891\",\"type\":\"review\"}],\"text\":\"Historical reviews of Kaiping Chen: The workload is dominated by group projects, which reviewers found to be a significant portion of the course structure.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Kaiping Chen\",\"review_date\":\"2023-05-02 21:26:52 +0000 UTC\",\"review_id\":\"538a5f978d7c6d73a687d157\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2697891\",\"source_review_id\":\"UmF0aW5nLTM3Nzk1NDEy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2697891\",\"type\":\"review\"}],\"text\":\"Historical instructor Kaiping Chen is described as passionate and personable, though her instructions and presentations are sometimes unclear. Her teaching strengths include enthusiasm, while the main concern is clarity in delivery.\"}],\"message\":null,\"offered\":false,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Kaiping Chen\",\"review_date\":\"2023-05-02 21:26:52 +0000 UTC\",\"review_id\":\"538a5f978d7c6d73a687d157\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2697891\",\"source_review_id\":\"UmF0aW5nLTM3Nzk1NDEy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2697891\",\"type\":\"review\"}],\"text\":\"Historical reviews of Kaiping Chen: The course is group-project heavy and can be boring or confusing, but is recommended for students who enjoy RStudio.\"},{\"citations\":[{\"course_id\":\"LSC 460\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"0753b08c-c4cd-34ca-b6d8-6c619df6ada6\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"LSC 460\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"0753b08c-c4cd-34ca-b6d8-6c619df6ada6\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"LSC 460\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"0753b08c-c4cd-34ca-b6d8-6c619df6ada6\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2024: 3.92 GPA, 96.7% A/AB (n=61 letter grades); Spring 2025: 3.99 GPA, 100.0% A/AB (n=77 letter grades); Spring 2026: 3.91 GPA, 96.0% A/AB (n=75 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Kaiping Chen\",\"review_date\":\"2023-05-02 21:26:52 +0000 UTC\",\"review_id\":\"538a5f978d7c6d73a687d157\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2697891\",\"source_review_id\":\"UmF0aW5nLTM3Nzk1NDEy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2697891\",\"type\":\"review\"}],\"text\":\"Historical reviews of Kaiping Chen: A reviewer recommends the course for RStudio lovers, though they found the content sometimes boring and the instructions unclear.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"LSC 460\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0753b08c-c4cd-34ca-b6d8-6c619df6ada6\",\"source_record\":{\"entity_id\":\"0753b08c-c4cd-34ca-b6d8-6c619df6ada6\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"LSC 460\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0753b08c-c4cd-34ca-b6d8-6c619df6ada6\",\"source_record\":{\"entity_id\":\"0753b08c-c4cd-34ca-b6d8-6c619df6ada6\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"LSC 460\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0753b08c-c4cd-34ca-b6d8-6c619df6ada6\",\"source_record\":{\"entity_id\":\"0753b08c-c4cd-34ca-b6d8-6c619df6ada6\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"LSC 460\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0753b08c-c4cd-34ca-b6d8-6c619df6ada6\",\"source_record\":{\"entity_id\":\"0753b08c-c4cd-34ca-b6d8-6c619df6ada6\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"KAIPING CHEN is recorded teaching in Spring 2023, Spring 2024, Spring 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"}],\"term_id\":\"1272\",\"term_name\":\"2026 Fall\",\"version\":2}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false}]