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She plays favorites so much it is disgusting, and can't take any student feedback that doesn't worship her.  Avoid her classes at all costs, trust me.\",\"course_id\":\"JOURN 475\",\"date\":\"2007-01-18 10:37:27 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"d9c0671eb52b5ce4172644f2\",\"instructor_id\":\"rmp:949199\",\"instructor_name\":\"Debra Pierce\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTEyNzkwMTcx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/949199\"}],\"evidence_count\":1,\"review_ids\":[\"d9c0671eb52b5ce4172644f2\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:949199\",\"name\":\"Debra Pierce\"}],\"review_year_end\":\"2007\",\"review_year_start\":\"2007\"},\"sentiment\":\"negative\",\"summary\":\"The course is criticized for assigning ridiculous amounts of homework.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"The worst instructor I have ever had!  She thinks that the only thing you have to do is her class and assigns ridiculous amounts of homework.  She plays favorites so much it is disgusting, and can't take any student feedback that doesn't worship her.  Avoid her classes at all costs, trust me.\",\"course_id\":\"JOURN 475\",\"date\":\"2007-01-18 10:37:27 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"d9c0671eb52b5ce4172644f2\",\"instructor_id\":\"rmp:949199\",\"instructor_name\":\"Debra Pierce\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTEyNzkwMTcx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/949199\"}],\"evidence_count\":1,\"review_ids\":[\"d9c0671eb52b5ce4172644f2\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:949199\",\"name\":\"Debra Pierce\"}],\"review_year_end\":\"2007\",\"review_year_start\":\"2007\"},\"sentiment\":\"negative\",\"summary\":\"The instructor is considered the worst, and students are advised to avoid her classes.\"}]}","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_06a6a3ddbe2f83f28f5f412f","course_id":"JOURN 475","catalog_version_id":"1a86164e9c790aadf53f9c0e73b6f99ce0b8f4ce3d4fa1a854cfc81a58ebbe86","record_version_id":"28c93f8a8a8d4f370e4ef13ac0b97bfb306dd533d2b23662eb2121506d3ac239","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"068c92237a12d92bc5b57a0a23862f3b02a60d30f2b2800d601a2876958d80e6","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"0de96b05981668ca7e261aed02d5094ab86ef612426bde5e9e82fca8a587512f\",\"course_id\":\"JOURN 475\",\"current_instructors\":[],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Debra Pierce\",\"review_date\":\"2007-01-18 10:37:27 +0000 UTC\",\"review_id\":\"d9c0671eb52b5ce4172644f2\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:949199\",\"source_review_id\":\"UmF0aW5nLTEyNzkwMTcx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/949199\",\"type\":\"review\"}],\"text\":\"Historical reviews of Debra Pierce: One reviewer reported that Debra Pierce assigned a ridiculous amount of homework for the course.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Debra Pierce\",\"review_date\":\"2007-01-18 10:37:27 +0000 UTC\",\"review_id\":\"d9c0671eb52b5ce4172644f2\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:949199\",\"source_review_id\":\"UmF0aW5nLTEyNzkwMTcx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/949199\",\"type\":\"review\"}],\"text\":\"Debra Pierce is described as assigning excessive homework and playing favorites, with one reviewer citing an inability to accept feedback. This single historical review characterizes her teaching negatively, though no current instructors are listed for this term.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Debra Pierce\",\"review_date\":\"2007-01-18 10:37:27 +0000 UTC\",\"review_id\":\"d9c0671eb52b5ce4172644f2\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:949199\",\"source_review_id\":\"UmF0aW5nLTEyNzkwMTcx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/949199\",\"type\":\"review\"}],\"text\":\"A single historical review describes Debra Pierce's teaching as extremely difficult and unpleasant, citing excessive homework and favoritism.\"},{\"citations\":[{\"course_id\":\"JOURN 475\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"8a81faf1-bfdb-30eb-ab6b-a3d30db61591\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"JOURN 475\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"8a81faf1-bfdb-30eb-ab6b-a3d30db61591\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"JOURN 475\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"8a81faf1-bfdb-30eb-ab6b-a3d30db61591\",\"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: 4.00 GPA, 100.0% A/AB (n=30 letter grades); Spring 2026: 3.88 GPA, 94.1% A/AB (n=34 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Debra Pierce\",\"review_date\":\"2007-01-18 10:37:27 +0000 UTC\",\"review_id\":\"d9c0671eb52b5ce4172644f2\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:949199\",\"source_review_id\":\"UmF0aW5nLTEyNzkwMTcx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/949199\",\"type\":\"review\"}],\"text\":\"A historical review criticized Debra Pierce for playing favorites and rejecting student feedback that did not align with her views.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"JOURN 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475\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":22,\"source_course_id\":\"8a81faf1-bfdb-30eb-ab6b-a3d30db61591\",\"source_record\":{\"entity_id\":\"8a81faf1-bfdb-30eb-ab6b-a3d30db61591\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"JOURN 475\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":12,\"source_course_id\":\"8a81faf1-bfdb-30eb-ab6b-a3d30db61591\",\"source_record\":{\"entity_id\":\"8a81faf1-bfdb-30eb-ab6b-a3d30db61591\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"JOURN 475\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":12,\"source_course_id\":\"8a81faf1-bfdb-30eb-ab6b-a3d30db61591\",\"source_record\":{\"entity_id\":\"8a81faf1-bfdb-30eb-ab6b-a3d30db61591\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"JOURN 475\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":36,\"source_course_id\":\"8a81faf1-bfdb-30eb-ab6b-a3d30db61591\",\"source_record\":{\"entity_id\":\"8a81faf1-bfdb-30eb-ab6b-a3d30db61591\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"},{\"course_id\":\"JOURN 475\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":49,\"source_course_id\":\"8a81faf1-bfdb-30eb-ab6b-a3d30db61591\",\"source_record\":{\"entity_id\":\"8a81faf1-bfdb-30eb-ab6b-a3d30db61591\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"JOURN 475\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":49,\"source_course_id\":\"8a81faf1-bfdb-30eb-ab6b-a3d30db61591\",\"source_record\":{\"entity_id\":\"8a81faf1-bfdb-30eb-ab6b-a3d30db61591\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"}],\"text\":\"DEBRA PIERCE is recorded teaching in Fall 2006, Fall 2007, Spring 2008, Spring 2009, Spring 2010, Spring 2012, Spring 2013, Spring 2015, Fall 2015, Spring 2016, Fall 2016, Spring 2019, Fall 2023, Fall 2024. 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}]