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Ask for anything and She's there to help!\",\"course_id\":\"MICROBIO 304\",\"date\":\"2021-12-21 20:14:20 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"1d82ab918cab46051bb9af14\",\"instructor_id\":\"rmp:2182163\",\"instructor_name\":\"Melissa Christopherson\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM1NjIyNjIw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2182163\"},{\"comment\":\"Dr. Slinger is an approachable, ambitious professor; however, she has strict (and sometimes confusing) standards. Grading criteria not always clear, i.e. points often taken off for things not in the rubric directly. Exams are hard, and require extensive knowledge of material. Labs are often interesting/enjoyable, but you will fight for a good grade\",\"course_id\":\"MICROBIO 304\",\"date\":\"2025-12-17 03:43:55 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"4ac1a7d142da592f85ac7be2\",\"instructor_id\":\"rmp:2862734\",\"instructor_name\":\"Betty Slinger\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTQyMzAxNTYw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2862734\"}],\"evidence_count\":2,\"review_ids\":[\"1d82ab918cab46051bb9af14\",\"4ac1a7d142da592f85ac7be2\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2182163\",\"name\":\"Melissa Christopherson\"},{\"id\":\"rmp:2862734\",\"name\":\"Betty Slinger\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2021\"},\"sentiment\":\"mixed\",\"summary\":\"Course difficulty varies by instructor, ranging from easy (rating 2) to very hard (rating 5), with exams requiring extensive knowledge and strict grading.\"},{\"aspect\":\"projects\",\"evidence\":[{\"comment\":\"Dr. Slinger is an approachable, ambitious professor; however, she has strict (and sometimes confusing) standards. Grading criteria not always clear, i.e. points often taken off for things not in the rubric directly. Exams are hard, and require extensive knowledge of material. Labs are often interesting/enjoyable, but you will fight for a good grade\",\"course_id\":\"MICROBIO 304\",\"date\":\"2025-12-17 03:43:55 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"4ac1a7d142da592f85ac7be2\",\"instructor_id\":\"rmp:2862734\",\"instructor_name\":\"Betty Slinger\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTQyMzAxNTYw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2862734\"}],\"evidence_count\":1,\"review_ids\":[\"4ac1a7d142da592f85ac7be2\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2862734\",\"name\":\"Betty Slinger\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2025\"},\"sentiment\":\"positive\",\"summary\":\"Labs are described as interesting and enjoyable, though grades can be hard to 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Labs are often interesting/enjoyable, but you will fight for a good grade\",\"course_id\":\"MICROBIO 304\",\"date\":\"2025-12-17 03:43:55 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"4ac1a7d142da592f85ac7be2\",\"instructor_id\":\"rmp:2862734\",\"instructor_name\":\"Betty Slinger\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTQyMzAxNTYw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2862734\"}],\"evidence_count\":1,\"review_ids\":[\"4ac1a7d142da592f85ac7be2\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2862734\",\"name\":\"Betty Slinger\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2025\"},\"sentiment\":\"positive\",\"summary\":\"Labs are described as interesting and enjoyable, though grades can be hard to achieve.\"}]}","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_799b6ea6c2cf692a040668e2","course_id":"MICROBIO 304","catalog_version_id":"20fc98e1a141b45e1185b6aa24c0656b59460371303994450ec674a8ea700d2e","record_version_id":"97c7b93ba3171b00f1d1ff85ff26e13fa601833e103f9a205195d13f16cd1ec1","job_id":"enrich-ecd149b6a6e0877fce2f3d1c","output_id":"49ec0ba4c7e1d819fa7cd4218ee853cad71d7900de4b218e64a165cd31d74024","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"ed45cb9164df29e4f4aa52d2326c9b17e43d6f21dcf834d3f69ac11713ae1bc5\",\"course_id\":\"MICROBIO 304\",\"current_instructors\":[{\"instructor_uid\":\"instructor_5b4e1a1c03c4b01df4b46654\",\"message\":null,\"name\":\"Betty Slinger\",\"review_status\":\"supported\",\"rmp_instructor_id\":\"rmp:2862734\",\"summary\":[{\"citations\":[{\"instructor_name\":\"Betty Slinger\",\"review_date\":\"2025-12-17 03:43:55 +0000 UTC\",\"review_id\":\"4ac1a7d142da592f85ac7be2\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2862734\",\"source_review_id\":\"UmF0aW5nLTQyMzAxNTYw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2862734\",\"type\":\"review\"}],\"text\":\"Betty Slinger is approachable and ambitious, but her strict and sometimes confusing standards create challenges. Reviewers note that grading criteria are often unclear, with points deducted for issues not explicitly listed in the rubric.\"},{\"citations\":[{\"course_id\":\"MICROBIO 304\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0810dc81-809d-38a9-8990-c9bf0b6dd0be\",\"source_record\":{\"entity_id\":\"0810dc81-809d-38a9-8990-c9bf0b6dd0be\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"MICROBIO 304\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"0810dc81-809d-38a9-8990-c9bf0b6dd0be\",\"source_record\":{\"entity_id\":\"0810dc81-809d-38a9-8990-c9bf0b6dd0be\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"MICROBIO 304\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"0810dc81-809d-38a9-8990-c9bf0b6dd0be\",\"source_record\":{\"entity_id\":\"0810dc81-809d-38a9-8990-c9bf0b6dd0be\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"MICROBIO 304\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"0810dc81-809d-38a9-8990-c9bf0b6dd0be\",\"source_record\":{\"entity_id\":\"0810dc81-809d-38a9-8990-c9bf0b6dd0be\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"MICROBIO 304\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0810dc81-809d-38a9-8990-c9bf0b6dd0be\",\"source_record\":{\"entity_id\":\"0810dc81-809d-38a9-8990-c9bf0b6dd0be\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"MICROBIO 304\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"0810dc81-809d-38a9-8990-c9bf0b6dd0be\",\"source_record\":{\"entity_id\":\"0810dc81-809d-38a9-8990-c9bf0b6dd0be\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"MICROBIO 304\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"0810dc81-809d-38a9-8990-c9bf0b6dd0be\",\"source_record\":{\"entity_id\":\"0810dc81-809d-38a9-8990-c9bf0b6dd0be\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"MICROBIO 304\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"0810dc81-809d-38a9-8990-c9bf0b6dd0be\",\"source_record\":{\"entity_id\":\"0810dc81-809d-38a9-8990-c9bf0b6dd0be\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"MICROBIO 304\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0810dc81-809d-38a9-8990-c9bf0b6dd0be\",\"source_record\":{\"entity_id\":\"0810dc81-809d-38a9-8990-c9bf0b6dd0be\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"},{\"course_id\":\"MICROBIO 304\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"0810dc81-809d-38a9-8990-c9bf0b6dd0be\",\"source_record\":{\"entity_id\":\"0810dc81-809d-38a9-8990-c9bf0b6dd0be\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"},{\"course_id\":\"MICROBIO 304\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"0810dc81-809d-38a9-8990-c9bf0b6dd0be\",\"source_record\":{\"entity_id\":\"0810dc81-809d-38a9-8990-c9bf0b6dd0be\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"},{\"course_id\":\"MICROBIO 304\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"0810dc81-809d-38a9-8990-c9bf0b6dd0be\",\"source_record\":{\"entity_id\":\"0810dc81-809d-38a9-8990-c9bf0b6dd0be\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.05 GPA, 33.8% A/AB (n=130 letter grades); Fall 2025: 3.26 GPA, 48.7% A/AB (n=156 letter grades); Spring 2026: 3.15 GPA, 38.8% A/AB (n=134 letter grades). Includes jointly taught sections.\"}]},{\"instructor_uid\":\"instructor_be712e0d8298ba3ba282a20f\",\"message\":\"No course-specific reviews available\",\"name\":\"Jonathan Cabezas Olcoz\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Betty Slinger\",\"review_date\":\"2025-12-17 03:43:55 +0000 UTC\",\"review_id\":\"4ac1a7d142da592f85ac7be2\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2862734\",\"source_review_id\":\"UmF0aW5nLTQyMzAxNTYw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2862734\",\"type\":\"review\"}],\"text\":\"Exams are hard and require extensive knowledge of the material, and students must fight for good grades in labs due to unclear grading criteria.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Melissa Christopherson\",\"review_date\":\"2021-12-21 20:14:20 +0000 UTC\",\"review_id\":\"1d82ab918cab46051bb9af14\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2182163\",\"source_review_id\":\"UmF0aW5nLTM1NjIyNjIw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2182163\",\"type\":\"review\"}],\"text\":\"Historical reviewer Melissa Christopherson received high praise for her helpfulness and accessibility, with one student describing her as the best professor they had ever encountered. This positive experience suggests strong instructor support for students in this course.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Betty Slinger\",\"review_date\":\"2025-12-17 03:43:55 +0000 UTC\",\"review_id\":\"4ac1a7d142da592f85ac7be2\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2862734\",\"source_review_id\":\"UmF0aW5nLTQyMzAxNTYw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2862734\",\"type\":\"review\"}],\"text\":\"Dr. Slinger is approachable but has strict, confusing grading standards that make exams difficult and require extensive knowledge, while labs remain enjoyable.\"},{\"citations\":[{\"course_id\":\"MICROBIO 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A/AB (n=156 letter grades); Spring 2026: 3.15 GPA, 38.8% A/AB (n=134 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Betty Slinger\",\"review_date\":\"2025-12-17 03:43:55 +0000 UTC\",\"review_id\":\"4ac1a7d142da592f85ac7be2\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2862734\",\"source_review_id\":\"UmF0aW5nLTQyMzAxNTYw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2862734\",\"type\":\"review\"}],\"text\":\"Labs are often interesting and enjoyable, but the strict and sometimes confusing grading standards create frustration regarding point deductions not in the rubric.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"MICROBIO 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Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MICROBIO 304\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0810dc81-809d-38a9-8990-c9bf0b6dd0be\",\"source_record\":{\"entity_id\":\"0810dc81-809d-38a9-8990-c9bf0b6dd0be\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"},{\"course_id\":\"MICROBIO 304\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"0810dc81-809d-38a9-8990-c9bf0b6dd0be\",\"source_record\":{\"entity_id\":\"0810dc81-809d-38a9-8990-c9bf0b6dd0be\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"},{\"course_id\":\"MICROBIO 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Labs are often interesting/enjoyable, but you will fight for a good grade\",\"course_id\":\"MICROBIO 304\",\"date\":\"2025-12-17 03:43:55 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"4ac1a7d142da592f85ac7be2\",\"instructor_id\":\"rmp:2862734\",\"instructor_name\":\"Betty Slinger\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTQyMzAxNTYw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2862734\"}],\"evidence_count\":1,\"review_ids\":[\"4ac1a7d142da592f85ac7be2\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2862734\",\"name\":\"Betty Slinger\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2025\"},\"sentiment\":\"positive\",\"summary\":\"Labs are described as interesting and enjoyable, though grades can be hard to achieve.\"}]}","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_799b6ea6c2cf692a040668e2","course_id":"MICROBIO 304","catalog_version_id":"20fc98e1a141b45e1185b6aa24c0656b59460371303994450ec674a8ea700d2e","record_version_id":"97c7b93ba3171b00f1d1ff85ff26e13fa601833e103f9a205195d13f16cd1ec1","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"be49d5f9c9befa4328c91f9dad14df52f2cd896bf96bd123a6ffdbed09d58a93","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"ed45cb9164df29e4f4aa52d2326c9b17e43d6f21dcf834d3f69ac11713ae1bc5\",\"course_id\":\"MICROBIO 304\",\"current_instructors\":[{\"instructor_uid\":\"instructor_5b4e1a1c03c4b01df4b46654\",\"message\":null,\"name\":\"Betty Slinger\",\"review_status\":\"supported\",\"rmp_instructor_id\":\"rmp:2862734\",\"summary\":[{\"citations\":[{\"instructor_name\":\"Betty Slinger\",\"review_date\":\"2025-12-17 03:43:55 +0000 UTC\",\"review_id\":\"4ac1a7d142da592f85ac7be2\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2862734\",\"source_review_id\":\"UmF0aW5nLTQyMzAxNTYw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2862734\",\"type\":\"review\"}],\"text\":\"Betty Slinger is approachable and ambitious, but her strict and sometimes confusing standards create challenges. Reviewers note that grading criteria are often unclear, with points deducted for issues not explicitly listed in the rubric.\"},{\"citations\":[{\"course_id\":\"MICROBIO 304\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0810dc81-809d-38a9-8990-c9bf0b6dd0be\",\"source_record\":{\"entity_id\":\"0810dc81-809d-38a9-8990-c9bf0b6dd0be\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"MICROBIO 304\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"0810dc81-809d-38a9-8990-c9bf0b6dd0be\",\"source_record\":{\"entity_id\":\"0810dc81-809d-38a9-8990-c9bf0b6dd0be\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"MICROBIO 304\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"0810dc81-809d-38a9-8990-c9bf0b6dd0be\",\"source_record\":{\"entity_id\":\"0810dc81-809d-38a9-8990-c9bf0b6dd0be\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"MICROBIO 304\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"0810dc81-809d-38a9-8990-c9bf0b6dd0be\",\"source_record\":{\"entity_id\":\"0810dc81-809d-38a9-8990-c9bf0b6dd0be\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"MICROBIO 304\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0810dc81-809d-38a9-8990-c9bf0b6dd0be\",\"source_record\":{\"entity_id\":\"0810dc81-809d-38a9-8990-c9bf0b6dd0be\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"MICROBIO 304\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"0810dc81-809d-38a9-8990-c9bf0b6dd0be\",\"source_record\":{\"entity_id\":\"0810dc81-809d-38a9-8990-c9bf0b6dd0be\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"MICROBIO 304\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"0810dc81-809d-38a9-8990-c9bf0b6dd0be\",\"source_record\":{\"entity_id\":\"0810dc81-809d-38a9-8990-c9bf0b6dd0be\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"MICROBIO 304\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"0810dc81-809d-38a9-8990-c9bf0b6dd0be\",\"source_record\":{\"entity_id\":\"0810dc81-809d-38a9-8990-c9bf0b6dd0be\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"MICROBIO 304\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0810dc81-809d-38a9-8990-c9bf0b6dd0be\",\"source_record\":{\"entity_id\":\"0810dc81-809d-38a9-8990-c9bf0b6dd0be\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"},{\"course_id\":\"MICROBIO 304\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"0810dc81-809d-38a9-8990-c9bf0b6dd0be\",\"source_record\":{\"entity_id\":\"0810dc81-809d-38a9-8990-c9bf0b6dd0be\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"},{\"course_id\":\"MICROBIO 304\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"0810dc81-809d-38a9-8990-c9bf0b6dd0be\",\"source_record\":{\"entity_id\":\"0810dc81-809d-38a9-8990-c9bf0b6dd0be\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"},{\"course_id\":\"MICROBIO 304\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"0810dc81-809d-38a9-8990-c9bf0b6dd0be\",\"source_record\":{\"entity_id\":\"0810dc81-809d-38a9-8990-c9bf0b6dd0be\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.05 GPA, 33.8% A/AB (n=130 letter grades); Fall 2025: 3.26 GPA, 48.7% A/AB (n=156 letter grades); Spring 2026: 3.15 GPA, 38.8% A/AB (n=134 letter grades). Includes jointly taught sections.\"}]},{\"instructor_uid\":\"instructor_be712e0d8298ba3ba282a20f\",\"message\":\"No course-specific reviews available\",\"name\":\"Jonathan Cabezas Olcoz\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Betty Slinger\",\"review_date\":\"2025-12-17 03:43:55 +0000 UTC\",\"review_id\":\"4ac1a7d142da592f85ac7be2\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2862734\",\"source_review_id\":\"UmF0aW5nLTQyMzAxNTYw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2862734\",\"type\":\"review\"}],\"text\":\"Exams are hard and require extensive knowledge of the material, and students must fight for good grades in labs due to unclear grading criteria.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Melissa Christopherson\",\"review_date\":\"2021-12-21 20:14:20 +0000 UTC\",\"review_id\":\"1d82ab918cab46051bb9af14\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2182163\",\"source_review_id\":\"UmF0aW5nLTM1NjIyNjIw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2182163\",\"type\":\"review\"}],\"text\":\"Historical reviews for Melissa Christopherson describe her as highly supportive and helpful, with one student calling her the best professor they have ever had. No reviews are available for current instructors Betty Slinger or Jonathan Cabezas Olcoz.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Betty Slinger\",\"review_date\":\"2025-12-17 03:43:55 +0000 UTC\",\"review_id\":\"4ac1a7d142da592f85ac7be2\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2862734\",\"source_review_id\":\"UmF0aW5nLTQyMzAxNTYw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2862734\",\"type\":\"review\"}],\"text\":\"Dr. Slinger is approachable but has strict, confusing grading standards that make exams difficult and require extensive knowledge, while labs remain enjoyable.\"},{\"citations\":[{\"course_id\":\"MICROBIO 304\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"0810dc81-809d-38a9-8990-c9bf0b6dd0be\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"MICROBIO 304\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"0810dc81-809d-38a9-8990-c9bf0b6dd0be\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"MICROBIO 304\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"0810dc81-809d-38a9-8990-c9bf0b6dd0be\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.05 GPA, 33.8% A/AB (n=130 letter grades); Fall 2025: 3.26 GPA, 48.7% A/AB (n=156 letter grades); Spring 2026: 3.15 GPA, 38.8% A/AB (n=134 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Betty Slinger\",\"review_date\":\"2025-12-17 03:43:55 +0000 UTC\",\"review_id\":\"4ac1a7d142da592f85ac7be2\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2862734\",\"source_review_id\":\"UmF0aW5nLTQyMzAxNTYw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2862734\",\"type\":\"review\"}],\"text\":\"Labs are often interesting and enjoyable, but the strict and sometimes confusing grading standards create frustration regarding point deductions not in the rubric.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"MICROBIO 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304\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"0810dc81-809d-38a9-8990-c9bf0b6dd0be\",\"source_record\":{\"entity_id\":\"0810dc81-809d-38a9-8990-c9bf0b6dd0be\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"},{\"course_id\":\"MICROBIO 304\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"0810dc81-809d-38a9-8990-c9bf0b6dd0be\",\"source_record\":{\"entity_id\":\"0810dc81-809d-38a9-8990-c9bf0b6dd0be\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"},{\"course_id\":\"MICROBIO 304\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"0810dc81-809d-38a9-8990-c9bf0b6dd0be\",\"source_record\":{\"entity_id\":\"0810dc81-809d-38a9-8990-c9bf0b6dd0be\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"BETTY SLINGER is recorded teaching in Fall 2023, Fall 2024, Spring 2025, Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MICROBIO 304\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0810dc81-809d-38a9-8990-c9bf0b6dd0be\",\"source_record\":{\"entity_id\":\"0810dc81-809d-38a9-8990-c9bf0b6dd0be\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"},{\"course_id\":\"MICROBIO 304\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"0810dc81-809d-38a9-8990-c9bf0b6dd0be\",\"source_record\":{\"entity_id\":\"0810dc81-809d-38a9-8990-c9bf0b6dd0be\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"},{\"course_id\":\"MICROBIO 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304\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"0810dc81-809d-38a9-8990-c9bf0b6dd0be\",\"source_record\":{\"entity_id\":\"0810dc81-809d-38a9-8990-c9bf0b6dd0be\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"MICROBIO 304\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"0810dc81-809d-38a9-8990-c9bf0b6dd0be\",\"source_record\":{\"entity_id\":\"0810dc81-809d-38a9-8990-c9bf0b6dd0be\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"MICROBIO 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304\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"0810dc81-809d-38a9-8990-c9bf0b6dd0be\",\"source_record\":{\"entity_id\":\"0810dc81-809d-38a9-8990-c9bf0b6dd0be\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"MICROBIO 304\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"0810dc81-809d-38a9-8990-c9bf0b6dd0be\",\"source_record\":{\"entity_id\":\"0810dc81-809d-38a9-8990-c9bf0b6dd0be\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"}],\"text\":\"MELISSA CHRISTOPHERSON is recorded teaching in Fall 2014, Spring 2015, Fall 2015, Fall 2017, Spring 2018, Fall 2018, Fall 2021, Spring 2022, Fall 2022, 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}]