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Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"EDPOL 780\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"09f7a64b-c2a2-3da7-b11b-65e9218e4937\",\"source_record\":{\"entity_id\":\"09f7a64b-c2a2-3da7-b11b-65e9218e4937\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"},{\"course_id\":\"EDPOL 780\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"09f7a64b-c2a2-3da7-b11b-65e9218e4937\",\"source_record\":{\"entity_id\":\"09f7a64b-c2a2-3da7-b11b-65e9218e4937\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1114\",\"type\":\"grade\"},{\"course_id\":\"EDPOL 780\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"09f7a64b-c2a2-3da7-b11b-65e9218e4937\",\"source_record\":{\"entity_id\":\"09f7a64b-c2a2-3da7-b11b-65e9218e4937\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1122\",\"type\":\"grade\"},{\"course_id\":\"EDPOL 780\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"09f7a64b-c2a2-3da7-b11b-65e9218e4937\",\"source_record\":{\"entity_id\":\"09f7a64b-c2a2-3da7-b11b-65e9218e4937\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1124\",\"type\":\"grade\"},{\"course_id\":\"EDPOL 780\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"09f7a64b-c2a2-3da7-b11b-65e9218e4937\",\"source_record\":{\"entity_id\":\"09f7a64b-c2a2-3da7-b11b-65e9218e4937\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"EDPOL 780\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"09f7a64b-c2a2-3da7-b11b-65e9218e4937\",\"source_record\":{\"entity_id\":\"09f7a64b-c2a2-3da7-b11b-65e9218e4937\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"}],\"text\":\"SARA GOLDRICK-RAB is recorded teaching in Fall 2010, Spring 2011, Fall 2011, Spring 2012, Fall 2015. 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I am very satisfied with my visits to her office hours. \",\"course_id\":\"EDPOL 780\",\"date\":\"2015-10-23 17:43:20 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"bcbff225cc95bda01a9d4d56\",\"instructor_id\":\"rmp:559881\",\"instructor_name\":\"Sara Goldrick-Rab\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI1Mjg2MDQ0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/559881\"}],\"evidence_count\":1,\"review_ids\":[\"bcbff225cc95bda01a9d4d56\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:559881\",\"name\":\"Sara Goldrick-Rab\"}],\"review_year_end\":\"2015\",\"review_year_start\":\"2015\"},\"sentiment\":\"positive\",\"summary\":\"The professor is excellent, and the student is very satisfied with the course and office hours.\"}]}","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_0a969766b166c502d907503c","course_id":"EDPOL 780","catalog_version_id":"adee20c25301e96f4460fa8181b12b762cfbbe4bec9fb93ca266ed4d4b9531f9","record_version_id":"0178217c45831079b3b8502238faca9362810bf659a73ea2cb8ee28eaa18c017","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"76da6b4f18920311349637fa2e421de7ff593ec4b28e45715887642e63b6504a","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"e7fd861d7d90d804191ab391e7f527c432b1cdb522bda137adb1042e4b9a686e\",\"course_id\":\"EDPOL 780\",\"current_instructors\":[{\"instructor_uid\":\"instructor_26172864b4634644e57ba060\",\"message\":\"No course-specific reviews available\",\"name\":\"Elena Aydarova\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[{\"citations\":[{\"course_id\":\"EDPOL 780\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"09f7a64b-c2a2-3da7-b11b-65e9218e4937\",\"source_record\":{\"entity_id\":\"09f7a64b-c2a2-3da7-b11b-65e9218e4937\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"EDPOL 780\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"09f7a64b-c2a2-3da7-b11b-65e9218e4937\",\"source_record\":{\"entity_id\":\"09f7a64b-c2a2-3da7-b11b-65e9218e4937\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2024: 4.00 GPA, 100.0% A/AB (n=16 letter grades); Fall 2025: 4.00 GPA, 100.0% A/AB (n=7 letter grades).\"}]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Sara Goldrick-Rab\",\"review_date\":\"2015-10-23 17:43:20 +0000 UTC\",\"review_id\":\"bcbff225cc95bda01a9d4d56\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:559881\",\"source_review_id\":\"UmF0aW5nLTI1Mjg2MDQ0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/559881\",\"type\":\"review\"}],\"text\":\"Historical reviews of Sara Goldrick-Rab: The course is rated as moderately difficult, with a focus on timely assignment feedback and accessible digital course materials.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Sara Goldrick-Rab\",\"review_date\":\"2015-10-23 17:43:20 +0000 UTC\",\"review_id\":\"bcbff225cc95bda01a9d4d56\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:559881\",\"source_review_id\":\"UmF0aW5nLTI1Mjg2MDQ0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/559881\",\"type\":\"review\"}],\"text\":\"No reviews are available for current instructor Elena Aydarova. Historical reviews for Sara Goldrick-Rab describe her as an excellent, well-prepared, and inspirational teacher who provides timely feedback and digital materials.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Sara Goldrick-Rab\",\"review_date\":\"2015-10-23 17:43:20 +0000 UTC\",\"review_id\":\"bcbff225cc95bda01a9d4d56\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:559881\",\"source_review_id\":\"UmF0aW5nLTI1Mjg2MDQ0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/559881\",\"type\":\"review\"}],\"text\":\"Historical reviews for Sara Goldrick-Rab describe an inspirational and well-prepared instructor who provides timely feedback and accommodates various learning styles.\"},{\"citations\":[{\"course_id\":\"EDPOL 780\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"09f7a64b-c2a2-3da7-b11b-65e9218e4937\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"EDPOL 780\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"09f7a64b-c2a2-3da7-b11b-65e9218e4937\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"EDPOL 780\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"09f7a64b-c2a2-3da7-b11b-65e9218e4937\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2023: 3.95 GPA, 100.0% A/AB (n=11 letter grades); Fall 2024: 4.00 GPA, 100.0% A/AB (n=22 letter grades); Fall 2025: 3.89 GPA, 100.0% A/AB (n=22 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Sara Goldrick-Rab\",\"review_date\":\"2015-10-23 17:43:20 +0000 UTC\",\"review_id\":\"bcbff225cc95bda01a9d4d56\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:559881\",\"source_review_id\":\"UmF0aW5nLTI1Mjg2MDQ0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/559881\",\"type\":\"review\"}],\"text\":\"One historical reviewer reports high satisfaction with office hours and appreciates the instructor's effort to reduce textbook costs by providing digital resources.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"EDPOL 780\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"09f7a64b-c2a2-3da7-b11b-65e9218e4937\",\"source_record\":{\"entity_id\":\"09f7a64b-c2a2-3da7-b11b-65e9218e4937\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"EDPOL 780\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"09f7a64b-c2a2-3da7-b11b-65e9218e4937\",\"source_record\":{\"entity_id\":\"09f7a64b-c2a2-3da7-b11b-65e9218e4937\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"ELENA AYDAROVA is recorded teaching in Fall 2024, Fall 2025. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"EDPOL 780\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"09f7a64b-c2a2-3da7-b11b-65e9218e4937\",\"source_record\":{\"entity_id\":\"09f7a64b-c2a2-3da7-b11b-65e9218e4937\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"},{\"course_id\":\"EDPOL 780\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"09f7a64b-c2a2-3da7-b11b-65e9218e4937\",\"source_record\":{\"entity_id\":\"09f7a64b-c2a2-3da7-b11b-65e9218e4937\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1114\",\"type\":\"grade\"},{\"course_id\":\"EDPOL 780\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"09f7a64b-c2a2-3da7-b11b-65e9218e4937\",\"source_record\":{\"entity_id\":\"09f7a64b-c2a2-3da7-b11b-65e9218e4937\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1122\",\"type\":\"grade\"},{\"course_id\":\"EDPOL 780\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"09f7a64b-c2a2-3da7-b11b-65e9218e4937\",\"source_record\":{\"entity_id\":\"09f7a64b-c2a2-3da7-b11b-65e9218e4937\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1124\",\"type\":\"grade\"},{\"course_id\":\"EDPOL 780\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"09f7a64b-c2a2-3da7-b11b-65e9218e4937\",\"source_record\":{\"entity_id\":\"09f7a64b-c2a2-3da7-b11b-65e9218e4937\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"EDPOL 780\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"09f7a64b-c2a2-3da7-b11b-65e9218e4937\",\"source_record\":{\"entity_id\":\"09f7a64b-c2a2-3da7-b11b-65e9218e4937\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"}],\"text\":\"SARA GOLDRICK-RAB is recorded teaching in Fall 2010, Spring 2011, Fall 2011, Spring 2012, Fall 2015. 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}]