[{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_50097f4cc0aabc7da8a401b4","course_id":"MICROBIO 470","catalog_version_id":"48ef320b309c29638982b90eff6b38443c349bca44bba3f27acb517d8c67d81e","record_version_id":"0da175dc99ebfb4132c9a109757b619b68d5899ef04740054944404e925242ba","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"c7b8116dde85c8aa3c9593cae6ae7e9fff19b6eb6efeb47ab6e15da67d6cf89c","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\",\"n3\"],\"condition\":null,\"course\":null,\"evidence\":\"MICROBIO 303or concurrent enrollment or graduate/professional standing\",\"id\":\"root\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":303,\"minimum_grade\":null,\"subjects\":[\"MICROBIO\"],\"timing\":\"prior\"},\"evidence\":\"MICROBIO 303\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"concurrent enrollment\",\"course\":null,\"evidence\":\"concurrent enrollment\",\"id\":\"n2\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"graduate/professional standing\",\"course\":null,\"evidence\":\"graduate/professional standing\",\"id\":\"n3\",\"kind\":\"condition\"}],\"notes\":[\"The source text 'MICROBIO 303or' lacks a space between the course number and 'or', which is interpreted as a separator for the alternative requirement.\"],\"root\":\"root\",\"status\":\"parsed\"}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":true},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_50097f4cc0aabc7da8a401b4","course_id":"MICROBIO 470","catalog_version_id":"48ef320b309c29638982b90eff6b38443c349bca44bba3f27acb517d8c67d81e","record_version_id":"0da175dc99ebfb4132c9a109757b619b68d5899ef04740054944404e925242ba","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"c7b8116dde85c8aa3c9593cae6ae7e9fff19b6eb6efeb47ab6e15da67d6cf89c","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[],\"assumed_background\":[],\"search_phrases\":[\"microbial genetics\",\"molecular machines\",\"bacterial gene expression\",\"genetic regulation\",\"experimental approaches to microbes\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"MICROBIO 470\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Recognize and apply concepts of genetics.\",\"source_url\":\"https://guide.wisc.edu/courses/microbio/\"}],\"text\":\"Apply concepts of genetics.\"},{\"evidence\":[{\"course_id\":\"MICROBIO 470\",\"field\":\"official_learning_outcomes\",\"outcome_index\":5,\"quote\":\"Apply understanding of microbial genetics and molecular machines to design experimental approaches test research hypotheses.\",\"source_url\":\"https://guide.wisc.edu/courses/microbio/\"}],\"text\":\"Design experimental approaches to test research hypotheses using microbial genetics and molecular machines.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"MICROBIO 470\",\"field\":\"description\",\"quote\":\"Examines modern microbial genetics and molecular processes. Emphasis on the use of eubacterial and eukaryotic microbes to elucidate cellular function. Discussion of experimental approaches to study microbes and their use in biotechnology, bioremediation, and medicine.\",\"source_url\":\"https://guide.wisc.edu/courses/microbio/\"}],\"text\":\"Examines modern microbial genetics and molecular processes, emphasizing eubacterial and eukaryotic microbes to elucidate cellular function and discussing experimental applications in biotechnology, bioremediation, and medicine.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"MICROBIO 470\",\"field\":\"description\",\"quote\":\"modern microbial genetics and molecular processes\",\"source_url\":\"https://guide.wisc.edu/courses/microbio/\"}],\"text\":\"Modern microbial genetics and molecular processes.\"},{\"evidence\":[{\"course_id\":\"MICROBIO 470\",\"field\":\"description\",\"quote\":\"use of eubacterial and eukaryotic microbes to elucidate cellular function\",\"source_url\":\"https://guide.wisc.edu/courses/microbio/\"}],\"text\":\"Use of eubacterial and eukaryotic microbes to elucidate cellular function.\"},{\"evidence\":[{\"course_id\":\"MICROBIO 470\",\"field\":\"description\",\"quote\":\"biotechnology, bioremediation, and medicine\",\"source_url\":\"https://guide.wisc.edu/courses/microbio/\"}],\"text\":\"Applications in biotechnology, bioremediation, and medicine.\"}]}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":true},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_50097f4cc0aabc7da8a401b4","course_id":"MICROBIO 470","catalog_version_id":"48ef320b309c29638982b90eff6b38443c349bca44bba3f27acb517d8c67d81e","record_version_id":"0da175dc99ebfb4132c9a109757b619b68d5899ef04740054944404e925242ba","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"c7b8116dde85c8aa3c9593cae6ae7e9fff19b6eb6efeb47ab6e15da67d6cf89c","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"Don't take this class in the Spring. Both professors are awful and do not give fair exams in the slightest. Exam averages were around a 60% and the material on the exam expects way too much from the students. Dr. Forest thinks we are all experts by the time the exam arrives, which is far from the case. There is no indication of what to study.\",\"course_id\":\"MICROBIO 470\",\"date\":\"2016-05-16 14:52:30 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"5ba4ed646e16f4a5bfc035e2\",\"instructor_id\":\"rmp:1071948\",\"instructor_name\":\"Katrina Forest\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTI2NTg4MDky\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1071948\"}],\"evidence_count\":1,\"review_ids\":[\"5ba4ed646e16f4a5bfc035e2\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1071948\",\"name\":\"Katrina Forest\"}],\"review_year_end\":\"2016\",\"review_year_start\":\"2016\"},\"sentiment\":\"negative\",\"subject_instructor_id\":\"rmp:1071948\",\"summary\":\"Katrina Forest's exams were criticized as unfair, with low averages and expectations that students were experts without clear study indications.\"},{\"aspect\":\"organization\",\"evidence\":[{\"comment\":\"Lovely, caring prof. Had her online, worked very hard to make the class as helpful as possible. Totally changed the testing system to 10 module assessments instead of 3 midterms and did a few other grading and assignment changes to try and keep the class fair and targeted. Also very responsive in and out of class.\",\"course_id\":\"MICROBIO 470\",\"date\":\"2020-12-26 05:42:13 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"dae5cf73eaea7a9217f6a348\",\"instructor_id\":\"rmp:2204133\",\"instructor_name\":\"Briana Burton\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0MTk5MzAx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2204133\"}],\"evidence_count\":1,\"review_ids\":[\"dae5cf73eaea7a9217f6a348\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2204133\",\"name\":\"Briana Burton\"}],\"review_year_end\":\"2020\",\"review_year_start\":\"2020\"},\"sentiment\":\"positive\",\"subject_instructor_id\":\"rmp:2204133\",\"summary\":\"Briana Burton was praised for changing the testing system to module assessments and being responsive to keep the class fair and targeted.\"},{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Regardless, what anyone may think. I personally dislike Professor Burton. She knows what she teaches clearly. However, I do not think that she cares about her students. She is a good lecturer, but there is more than just giving good lectures. \",\"course_id\":\"MICROBIO 470\",\"date\":\"2022-11-16 22:13:31 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"95b7f254335be3214b06135d\",\"instructor_id\":\"rmp:2204133\",\"instructor_name\":\"Briana Burton\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM2ODQ4ODE1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2204133\"},{\"comment\":\"She knows what she teaches, and seems to be a great scientist, but sometimes unwilling to answer questions outside of oh. She should be more interested in being an educator. \",\"course_id\":\"MICROBIO 470\",\"date\":\"2022-11-18 15:38:54 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"ab4c8979e72abb371e7e4a85\",\"instructor_id\":\"rmp:2204133\",\"instructor_name\":\"Briana Burton\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM2ODYyNDMx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2204133\"}],\"evidence_count\":2,\"review_ids\":[\"95b7f254335be3214b06135d\",\"ab4c8979e72abb371e7e4a85\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2204133\",\"name\":\"Briana Burton\"}],\"review_year_end\":\"2022\",\"review_year_start\":\"2022\"},\"sentiment\":\"mixed\",\"subject_instructor_id\":\"rmp:2204133\",\"summary\":\"Briana Burton was described as knowing her material clearly and being a good lecturer, but some reviewers felt she lacked interest in student engagement outside of lectures.\"}]}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":true},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_50097f4cc0aabc7da8a401b4","course_id":"MICROBIO 470","catalog_version_id":"48ef320b309c29638982b90eff6b38443c349bca44bba3f27acb517d8c67d81e","record_version_id":"0da175dc99ebfb4132c9a109757b619b68d5899ef04740054944404e925242ba","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"c7b8116dde85c8aa3c9593cae6ae7e9fff19b6eb6efeb47ab6e15da67d6cf89c","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"68dd6d67617d52982f10386faef186014b45859e04246aa78c318e49d12c397a\",\"course_id\":\"MICROBIO 470\",\"current_instructors\":[{\"instructor_uid\":\"instructor_2df3afd2aa8351c8a1929c01\",\"message\":\"No course-specific reviews available\",\"name\":\"David Hershey\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":\"rmp:2797167\",\"summary\":[{\"citations\":[{\"course_id\":\"MICROBIO 470\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"915a99cd-1b1f-3ed8-a43a-25c87ae6cebc\",\"source_record\":{\"entity_id\":\"915a99cd-1b1f-3ed8-a43a-25c87ae6cebc\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"MICROBIO 470\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"915a99cd-1b1f-3ed8-a43a-25c87ae6cebc\",\"source_record\":{\"entity_id\":\"915a99cd-1b1f-3ed8-a43a-25c87ae6cebc\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"MICROBIO 470\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"915a99cd-1b1f-3ed8-a43a-25c87ae6cebc\",\"source_record\":{\"entity_id\":\"915a99cd-1b1f-3ed8-a43a-25c87ae6cebc\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2024: 3.44 GPA, 53.8% A/AB (n=39 letter grades); Spring 2025: 3.26 GPA, 47.2% A/AB (n=36 letter grades); Spring 2026: 3.26 GPA, 44.1% A/AB (n=34 letter grades).\"}]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Katrina Forest\",\"review_date\":\"2016-05-16 14:52:30 +0000 UTC\",\"review_id\":\"5ba4ed646e16f4a5bfc035e2\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:1071948\",\"source_review_id\":\"UmF0aW5nLTI2NTg4MDky\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1071948\",\"type\":\"review\"}],\"evidence_scope\":\"past_student_reviews\",\"text\":\"A past student reported that exam averages were around 60%, stating the exams expected too much from students and lacked clear indications of what to study.\"}],\"errors\":[],\"historical_context\":[],\"message\":null,\"offered\":true,\"profile_hash\":\"3f5110430805ccdd533c0c072df62d68a8a5f5441c4530bbdb15d419a199a09c\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Briana Burton\",\"review_date\":\"2020-12-26 05:42:13 +0000 UTC\",\"review_id\":\"dae5cf73eaea7a9217f6a348\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2204133\",\"source_review_id\":\"UmF0aW5nLTM0MTk5MzAx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2204133\",\"type\":\"review\"},{\"instructor_name\":\"Briana Burton\",\"review_date\":\"2022-11-16 22:13:31 +0000 UTC\",\"review_id\":\"95b7f254335be3214b06135d\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2204133\",\"source_review_id\":\"UmF0aW5nLTM2ODQ4ODE1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2204133\",\"type\":\"review\"}],\"evidence_scope\":\"past_student_reviews\",\"text\":\"Past students described the course as challenging but structured with module assessments rather than midterms. Opinions on instructor support varied, with some finding the teaching clear while others felt less personal engagement.\"},{\"citations\":[{\"course_id\":\"MICROBIO 470\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"915a99cd-1b1f-3ed8-a43a-25c87ae6cebc\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"MICROBIO 470\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"915a99cd-1b1f-3ed8-a43a-25c87ae6cebc\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"MICROBIO 470\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"915a99cd-1b1f-3ed8-a43a-25c87ae6cebc\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.26 GPA, 47.2% A/AB (n=36 letter grades); Fall 2025: 3.34 GPA, 61.7% A/AB (n=60 letter grades); Spring 2026: 3.26 GPA, 44.1% A/AB (n=34 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Briana Burton\",\"review_date\":\"2020-12-26 05:42:13 +0000 UTC\",\"review_id\":\"dae5cf73eaea7a9217f6a348\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2204133\",\"source_review_id\":\"UmF0aW5nLTM0MTk5MzAx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2204133\",\"type\":\"review\"}],\"evidence_scope\":\"past_student_reviews\",\"text\":\"One student found the instructor responsive and noted that the testing system was changed to ten module assessments to keep the class fair and targeted.\"}],\"task_hash\":\"9dea82ef7f2113a5605c1c6030c4f9b19967eb742cc93a78268fb92357d29f5c\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"MICROBIO 470\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"915a99cd-1b1f-3ed8-a43a-25c87ae6cebc\",\"source_record\":{\"entity_id\":\"915a99cd-1b1f-3ed8-a43a-25c87ae6cebc\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"MICROBIO 470\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"915a99cd-1b1f-3ed8-a43a-25c87ae6cebc\",\"source_record\":{\"entity_id\":\"915a99cd-1b1f-3ed8-a43a-25c87ae6cebc\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"MICROBIO 470\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"915a99cd-1b1f-3ed8-a43a-25c87ae6cebc\",\"source_record\":{\"entity_id\":\"915a99cd-1b1f-3ed8-a43a-25c87ae6cebc\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"MICROBIO 470\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"915a99cd-1b1f-3ed8-a43a-25c87ae6cebc\",\"source_record\":{\"entity_id\":\"915a99cd-1b1f-3ed8-a43a-25c87ae6cebc\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"MICROBIO 470\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"915a99cd-1b1f-3ed8-a43a-25c87ae6cebc\",\"source_record\":{\"entity_id\":\"915a99cd-1b1f-3ed8-a43a-25c87ae6cebc\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"}],\"text\":\"BRIANA BURTON is recorded teaching in Fall 2016, Fall 2017, Fall 2018, Fall 2019, Fall 2020. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MICROBIO 470\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"915a99cd-1b1f-3ed8-a43a-25c87ae6cebc\",\"source_record\":{\"entity_id\":\"915a99cd-1b1f-3ed8-a43a-25c87ae6cebc\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"MICROBIO 470\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"915a99cd-1b1f-3ed8-a43a-25c87ae6cebc\",\"source_record\":{\"entity_id\":\"915a99cd-1b1f-3ed8-a43a-25c87ae6cebc\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"MICROBIO 470\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"915a99cd-1b1f-3ed8-a43a-25c87ae6cebc\",\"source_record\":{\"entity_id\":\"915a99cd-1b1f-3ed8-a43a-25c87ae6cebc\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"MICROBIO 470\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"915a99cd-1b1f-3ed8-a43a-25c87ae6cebc\",\"source_record\":{\"entity_id\":\"915a99cd-1b1f-3ed8-a43a-25c87ae6cebc\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"MICROBIO 470\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"915a99cd-1b1f-3ed8-a43a-25c87ae6cebc\",\"source_record\":{\"entity_id\":\"915a99cd-1b1f-3ed8-a43a-25c87ae6cebc\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"DAVID HERSHEY is recorded teaching in Spring 2022, Spring 2023, Spring 2024, Spring 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MICROBIO 470\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"915a99cd-1b1f-3ed8-a43a-25c87ae6cebc\",\"source_record\":{\"entity_id\":\"915a99cd-1b1f-3ed8-a43a-25c87ae6cebc\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"MICROBIO 470\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"915a99cd-1b1f-3ed8-a43a-25c87ae6cebc\",\"source_record\":{\"entity_id\":\"915a99cd-1b1f-3ed8-a43a-25c87ae6cebc\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"MICROBIO 470\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"915a99cd-1b1f-3ed8-a43a-25c87ae6cebc\",\"source_record\":{\"entity_id\":\"915a99cd-1b1f-3ed8-a43a-25c87ae6cebc\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"}],\"text\":\"KATRINA FOREST is recorded teaching in Spring 2016, Spring 2020. Recorded history may be incomplete and does not establish a future schedule.\"}],\"term_id\":\"1274\",\"term_name\":\"2027 Sprng\",\"version\":3}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":true},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_50097f4cc0aabc7da8a401b4","course_id":"MICROBIO 470","catalog_version_id":"d445a7e5dc4ec2fd9ad6153d7eef0898ac683e9ce5ed15f1637bcdfd08cc9ff5","record_version_id":"30bb2acced16805eb6200f8e845b43f39b20d3263c7297313b90e6c09e94b535","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"cb870b73ff730220451a576e5ab3ea421fc9f8e1d492f5a8aee0cc47a98d6a21","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"MICROBIO 303or concurrent enrollment or graduate/professional standing\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":303,\"minimum_grade\":null,\"subjects\":[\"MICROBIO\"],\"timing\":\"prior_or_concurrent\"},\"evidence\":\"MICROBIO 303or concurrent enrollment\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"graduate/professional standing\",\"course\":null,\"evidence\":\"graduate/professional standing\",\"id\":\"n2\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"n0\",\"status\":\"parsed\"}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_50097f4cc0aabc7da8a401b4","course_id":"MICROBIO 470","catalog_version_id":"d445a7e5dc4ec2fd9ad6153d7eef0898ac683e9ce5ed15f1637bcdfd08cc9ff5","record_version_id":"30bb2acced16805eb6200f8e845b43f39b20d3263c7297313b90e6c09e94b535","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"cb870b73ff730220451a576e5ab3ea421fc9f8e1d492f5a8aee0cc47a98d6a21","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"MICROBIO 303\",\"field\":\"description\",\"quote\":\"Basic biology of microorganisms, including structure, function, physiology, genetics, ecology, diversity, and evolution.\"}],\"text\":\"Foundational microbiology including structure, function, physiology, genetics, ecology, diversity, and evolution.\"}],\"search_phrases\":[\"microbial genetics\",\"molecular processes\",\"eubacterial eukaryotic microbes\",\"cellular function\",\"biotechnology bioremediation medicine\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"MICROBIO 470\",\"field\":\"description\",\"quote\":\"Discussion of experimental approaches to study microbes\"}],\"text\":\"Experimental approaches to study microbes.\"},{\"evidence\":[{\"course_id\":\"MICROBIO 470\",\"field\":\"description\",\"quote\":\"use of eubacterial and eukaryotic microbes to elucidate cellular function\"}],\"text\":\"Using microbes to elucidate cellular function.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"MICROBIO 470\",\"field\":\"title\",\"quote\":\"MICROBIAL GENETICS & MOLECULAR MACHINES\"},{\"course_id\":\"MICROBIO 470\",\"field\":\"description\",\"quote\":\"Examines modern microbial genetics and molecular processes.\"}],\"text\":\"MICROBIAL GENETICS & MOLECULAR MACHINES examines modern microbial genetics and molecular processes.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"MICROBIO 470\",\"field\":\"description\",\"quote\":\"modern microbial genetics and molecular processes\"}],\"text\":\"Modern microbial genetics and molecular processes.\"},{\"evidence\":[{\"course_id\":\"MICROBIO 470\",\"field\":\"description\",\"quote\":\"use of eubacterial and eukaryotic microbes to elucidate cellular function\"}],\"text\":\"Use of eubacterial and eukaryotic microbes to elucidate cellular function.\"},{\"evidence\":[{\"course_id\":\"MICROBIO 470\",\"field\":\"description\",\"quote\":\"use in biotechnology, bioremediation, and medicine\"}],\"text\":\"Use of microbes in biotechnology, bioremediation, and medicine.\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_50097f4cc0aabc7da8a401b4","course_id":"MICROBIO 470","catalog_version_id":"d445a7e5dc4ec2fd9ad6153d7eef0898ac683e9ce5ed15f1637bcdfd08cc9ff5","record_version_id":"30bb2acced16805eb6200f8e845b43f39b20d3263c7297313b90e6c09e94b535","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"cb870b73ff730220451a576e5ab3ea421fc9f8e1d492f5a8aee0cc47a98d6a21","section":"student_experience","status":"insufficient_evidence","value_json":"{\"status\":\"insufficient_evidence\",\"themes\":[]}","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_50097f4cc0aabc7da8a401b4","course_id":"MICROBIO 470","catalog_version_id":"d445a7e5dc4ec2fd9ad6153d7eef0898ac683e9ce5ed15f1637bcdfd08cc9ff5","record_version_id":"30bb2acced16805eb6200f8e845b43f39b20d3263c7297313b90e6c09e94b535","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"9dba0228a072dd24f5731b43ac7f2ad9f406d50776679b35013263c002be50fb","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"MICROBIO 303or concurrent enrollment or graduate/professional standing\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":303,\"minimum_grade\":null,\"subjects\":[\"MICROBIO\"],\"timing\":\"prior_or_concurrent\"},\"evidence\":\"MICROBIO 303or concurrent enrollment\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"graduate/professional standing\",\"course\":null,\"evidence\":\"graduate/professional standing\",\"id\":\"n2\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"n0\",\"status\":\"parsed\"}","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_50097f4cc0aabc7da8a401b4","course_id":"MICROBIO 470","catalog_version_id":"d445a7e5dc4ec2fd9ad6153d7eef0898ac683e9ce5ed15f1637bcdfd08cc9ff5","record_version_id":"30bb2acced16805eb6200f8e845b43f39b20d3263c7297313b90e6c09e94b535","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"9dba0228a072dd24f5731b43ac7f2ad9f406d50776679b35013263c002be50fb","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"MICROBIO 303\",\"field\":\"description\",\"quote\":\"Basic biology of microorganisms, including structure, function, physiology, genetics, ecology, diversity, and evolution.\"}],\"text\":\"Foundational microbiology including structure, function, physiology, genetics, ecology, diversity, and evolution.\"}],\"search_phrases\":[\"microbial genetics\",\"molecular processes\",\"eubacterial eukaryotic microbes\",\"cellular function\",\"biotechnology bioremediation medicine\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"MICROBIO 470\",\"field\":\"description\",\"quote\":\"Discussion of experimental approaches to study microbes\"}],\"text\":\"Experimental approaches to study microbes.\"},{\"evidence\":[{\"course_id\":\"MICROBIO 470\",\"field\":\"description\",\"quote\":\"use of eubacterial and eukaryotic microbes to elucidate cellular function\"}],\"text\":\"Using microbes to elucidate cellular function.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"MICROBIO 470\",\"field\":\"title\",\"quote\":\"MICROBIAL GENETICS & MOLECULAR MACHINES\"},{\"course_id\":\"MICROBIO 470\",\"field\":\"description\",\"quote\":\"Examines modern microbial genetics and molecular processes.\"}],\"text\":\"MICROBIAL GENETICS & MOLECULAR MACHINES examines modern microbial genetics and molecular processes.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"MICROBIO 470\",\"field\":\"description\",\"quote\":\"modern microbial genetics and molecular processes\"}],\"text\":\"Modern microbial genetics and molecular processes.\"},{\"evidence\":[{\"course_id\":\"MICROBIO 470\",\"field\":\"description\",\"quote\":\"use of eubacterial and eukaryotic microbes to elucidate cellular function\"}],\"text\":\"Use of eubacterial and eukaryotic microbes to elucidate cellular function.\"},{\"evidence\":[{\"course_id\":\"MICROBIO 470\",\"field\":\"description\",\"quote\":\"use in biotechnology, bioremediation, and medicine\"}],\"text\":\"Use of microbes in biotechnology, bioremediation, and medicine.\"}]}","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_50097f4cc0aabc7da8a401b4","course_id":"MICROBIO 470","catalog_version_id":"d445a7e5dc4ec2fd9ad6153d7eef0898ac683e9ce5ed15f1637bcdfd08cc9ff5","record_version_id":"30bb2acced16805eb6200f8e845b43f39b20d3263c7297313b90e6c09e94b535","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"9dba0228a072dd24f5731b43ac7f2ad9f406d50776679b35013263c002be50fb","section":"student_experience","status":"insufficient_evidence","value_json":"{\"status\":\"insufficient_evidence\",\"themes\":[]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_50097f4cc0aabc7da8a401b4","course_id":"MICROBIO 470","catalog_version_id":"48ef320b309c29638982b90eff6b38443c349bca44bba3f27acb517d8c67d81e","record_version_id":"0da175dc99ebfb4132c9a109757b619b68d5899ef04740054944404e925242ba","job_id":"enrich-6556a505c10f448d98d02466","output_id":"f46565a395b1e65a3f1bbea0532e3454f47d5dd98a9eb70385aed25dca94ac28","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\",\"n3\"],\"condition\":null,\"course\":null,\"evidence\":\"MICROBIO 303or concurrent enrollment or graduate/professional standing\",\"id\":\"root\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":303,\"minimum_grade\":null,\"subjects\":[\"MICROBIO\"],\"timing\":\"prior\"},\"evidence\":\"MICROBIO 303\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"concurrent enrollment\",\"course\":null,\"evidence\":\"concurrent enrollment\",\"id\":\"n2\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"graduate/professional standing\",\"course\":null,\"evidence\":\"graduate/professional standing\",\"id\":\"n3\",\"kind\":\"condition\"}],\"notes\":[\"The source text 'MICROBIO 303or' lacks a space between the course number and 'or', which is interpreted as a separator for the alternative requirement.\"],\"root\":\"root\",\"status\":\"parsed\"}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":false},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_50097f4cc0aabc7da8a401b4","course_id":"MICROBIO 470","catalog_version_id":"48ef320b309c29638982b90eff6b38443c349bca44bba3f27acb517d8c67d81e","record_version_id":"0da175dc99ebfb4132c9a109757b619b68d5899ef04740054944404e925242ba","job_id":"enrich-6556a505c10f448d98d02466","output_id":"f46565a395b1e65a3f1bbea0532e3454f47d5dd98a9eb70385aed25dca94ac28","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[],\"assumed_background\":[],\"search_phrases\":[\"microbial genetics\",\"molecular machines\",\"bacterial gene expression\",\"genetic regulation\",\"experimental approaches to microbes\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"MICROBIO 470\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Recognize and apply concepts of genetics.\",\"source_url\":\"https://guide.wisc.edu/courses/microbio/\"}],\"text\":\"Apply concepts of genetics.\"},{\"evidence\":[{\"course_id\":\"MICROBIO 470\",\"field\":\"official_learning_outcomes\",\"outcome_index\":5,\"quote\":\"Apply understanding of microbial genetics and molecular machines to design experimental approaches test research hypotheses.\",\"source_url\":\"https://guide.wisc.edu/courses/microbio/\"}],\"text\":\"Design experimental approaches to test research hypotheses using microbial genetics and molecular machines.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"MICROBIO 470\",\"field\":\"description\",\"quote\":\"Examines modern microbial genetics and molecular processes. Emphasis on the use of eubacterial and eukaryotic microbes to elucidate cellular function. Discussion of experimental approaches to study microbes and their use in biotechnology, bioremediation, and medicine.\",\"source_url\":\"https://guide.wisc.edu/courses/microbio/\"}],\"text\":\"Examines modern microbial genetics and molecular processes, emphasizing eubacterial and eukaryotic microbes to elucidate cellular function and discussing experimental applications in biotechnology, bioremediation, and medicine.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"MICROBIO 470\",\"field\":\"description\",\"quote\":\"modern microbial genetics and molecular processes\",\"source_url\":\"https://guide.wisc.edu/courses/microbio/\"}],\"text\":\"Modern microbial genetics and molecular processes.\"},{\"evidence\":[{\"course_id\":\"MICROBIO 470\",\"field\":\"description\",\"quote\":\"use of eubacterial and eukaryotic microbes to elucidate cellular function\",\"source_url\":\"https://guide.wisc.edu/courses/microbio/\"}],\"text\":\"Use of eubacterial and eukaryotic microbes to elucidate cellular function.\"},{\"evidence\":[{\"course_id\":\"MICROBIO 470\",\"field\":\"description\",\"quote\":\"biotechnology, bioremediation, and medicine\",\"source_url\":\"https://guide.wisc.edu/courses/microbio/\"}],\"text\":\"Applications in biotechnology, bioremediation, and medicine.\"}]}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":false},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_50097f4cc0aabc7da8a401b4","course_id":"MICROBIO 470","catalog_version_id":"48ef320b309c29638982b90eff6b38443c349bca44bba3f27acb517d8c67d81e","record_version_id":"0da175dc99ebfb4132c9a109757b619b68d5899ef04740054944404e925242ba","job_id":"enrich-6556a505c10f448d98d02466","output_id":"f46565a395b1e65a3f1bbea0532e3454f47d5dd98a9eb70385aed25dca94ac28","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"Don't take this class in the Spring. Both professors are awful and do not give fair exams in the slightest. Exam averages were around a 60% and the material on the exam expects way too much from the students. Dr. Forest thinks we are all experts by the time the exam arrives, which is far from the case. There is no indication of what to study.\",\"course_id\":\"MICROBIO 470\",\"date\":\"2016-05-16 14:52:30 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"5ba4ed646e16f4a5bfc035e2\",\"instructor_id\":\"rmp:1071948\",\"instructor_name\":\"Katrina Forest\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTI2NTg4MDky\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1071948\"}],\"evidence_count\":1,\"review_ids\":[\"5ba4ed646e16f4a5bfc035e2\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1071948\",\"name\":\"Katrina Forest\"}],\"review_year_end\":\"2016\",\"review_year_start\":\"2016\"},\"sentiment\":\"negative\",\"subject_instructor_id\":\"rmp:1071948\",\"summary\":\"Katrina Forest's exams were criticized as unfair, with low averages and expectations that students were experts without clear study indications.\"},{\"aspect\":\"organization\",\"evidence\":[{\"comment\":\"Lovely, caring prof. Had her online, worked very hard to make the class as helpful as possible. Totally changed the testing system to 10 module assessments instead of 3 midterms and did a few other grading and assignment changes to try and keep the class fair and targeted. Also very responsive in and out of class.\",\"course_id\":\"MICROBIO 470\",\"date\":\"2020-12-26 05:42:13 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"dae5cf73eaea7a9217f6a348\",\"instructor_id\":\"rmp:2204133\",\"instructor_name\":\"Briana Burton\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0MTk5MzAx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2204133\"}],\"evidence_count\":1,\"review_ids\":[\"dae5cf73eaea7a9217f6a348\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2204133\",\"name\":\"Briana Burton\"}],\"review_year_end\":\"2020\",\"review_year_start\":\"2020\"},\"sentiment\":\"positive\",\"subject_instructor_id\":\"rmp:2204133\",\"summary\":\"Briana Burton was praised for changing the testing system to module assessments and being responsive to keep the class fair and targeted.\"},{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Regardless, what anyone may think. I personally dislike Professor Burton. She knows what she teaches clearly. However, I do not think that she cares about her students. She is a good lecturer, but there is more than just giving good lectures. \",\"course_id\":\"MICROBIO 470\",\"date\":\"2022-11-16 22:13:31 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"95b7f254335be3214b06135d\",\"instructor_id\":\"rmp:2204133\",\"instructor_name\":\"Briana Burton\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM2ODQ4ODE1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2204133\"},{\"comment\":\"She knows what she teaches, and seems to be a great scientist, but sometimes unwilling to answer questions outside of oh. She should be more interested in being an educator. \",\"course_id\":\"MICROBIO 470\",\"date\":\"2022-11-18 15:38:54 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"ab4c8979e72abb371e7e4a85\",\"instructor_id\":\"rmp:2204133\",\"instructor_name\":\"Briana Burton\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM2ODYyNDMx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2204133\"}],\"evidence_count\":2,\"review_ids\":[\"95b7f254335be3214b06135d\",\"ab4c8979e72abb371e7e4a85\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2204133\",\"name\":\"Briana Burton\"}],\"review_year_end\":\"2022\",\"review_year_start\":\"2022\"},\"sentiment\":\"mixed\",\"subject_instructor_id\":\"rmp:2204133\",\"summary\":\"Briana Burton was described as knowing her material clearly and being a good lecturer, but some reviewers felt she lacked interest in student engagement outside of lectures.\"}]}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_50097f4cc0aabc7da8a401b4","course_id":"MICROBIO 470","catalog_version_id":"d445a7e5dc4ec2fd9ad6153d7eef0898ac683e9ce5ed15f1637bcdfd08cc9ff5","record_version_id":"30bb2acced16805eb6200f8e845b43f39b20d3263c7297313b90e6c09e94b535","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"b7760a429117df76ce1d7657c563ecaffff3821fba9cdfef39dad3c3b0c4601a","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"MICROBIO 303or concurrent enrollment or graduate/professional standing\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":303,\"minimum_grade\":null,\"subjects\":[\"MICROBIO\"],\"timing\":\"prior_or_concurrent\"},\"evidence\":\"MICROBIO 303or concurrent enrollment\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"graduate/professional standing\",\"course\":null,\"evidence\":\"graduate/professional standing\",\"id\":\"n2\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"n0\",\"status\":\"parsed\"}","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_50097f4cc0aabc7da8a401b4","course_id":"MICROBIO 470","catalog_version_id":"d445a7e5dc4ec2fd9ad6153d7eef0898ac683e9ce5ed15f1637bcdfd08cc9ff5","record_version_id":"30bb2acced16805eb6200f8e845b43f39b20d3263c7297313b90e6c09e94b535","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"b7760a429117df76ce1d7657c563ecaffff3821fba9cdfef39dad3c3b0c4601a","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"MICROBIO 303\",\"field\":\"description\",\"quote\":\"Basic biology of microorganisms, including structure, function, physiology, genetics, ecology, diversity, and evolution.\"}],\"text\":\"Foundational microbiology including structure, function, physiology, genetics, ecology, diversity, and evolution.\"}],\"search_phrases\":[\"microbial genetics\",\"molecular processes\",\"eubacterial eukaryotic microbes\",\"cellular function\",\"biotechnology bioremediation medicine\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"MICROBIO 470\",\"field\":\"description\",\"quote\":\"Discussion of experimental approaches to study microbes\"}],\"text\":\"Experimental approaches to study microbes.\"},{\"evidence\":[{\"course_id\":\"MICROBIO 470\",\"field\":\"description\",\"quote\":\"use of eubacterial and eukaryotic microbes to elucidate cellular function\"}],\"text\":\"Using microbes to elucidate cellular function.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"MICROBIO 470\",\"field\":\"title\",\"quote\":\"MICROBIAL GENETICS & MOLECULAR MACHINES\"},{\"course_id\":\"MICROBIO 470\",\"field\":\"description\",\"quote\":\"Examines modern microbial genetics and molecular processes.\"}],\"text\":\"MICROBIAL GENETICS & MOLECULAR MACHINES examines modern microbial genetics and molecular processes.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"MICROBIO 470\",\"field\":\"description\",\"quote\":\"modern microbial genetics and molecular processes\"}],\"text\":\"Modern microbial genetics and molecular processes.\"},{\"evidence\":[{\"course_id\":\"MICROBIO 470\",\"field\":\"description\",\"quote\":\"use of eubacterial and eukaryotic microbes to elucidate cellular function\"}],\"text\":\"Use of eubacterial and eukaryotic microbes to elucidate cellular function.\"},{\"evidence\":[{\"course_id\":\"MICROBIO 470\",\"field\":\"description\",\"quote\":\"use in biotechnology, bioremediation, and medicine\"}],\"text\":\"Use of microbes in biotechnology, bioremediation, and medicine.\"}]}","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_50097f4cc0aabc7da8a401b4","course_id":"MICROBIO 470","catalog_version_id":"d445a7e5dc4ec2fd9ad6153d7eef0898ac683e9ce5ed15f1637bcdfd08cc9ff5","record_version_id":"30bb2acced16805eb6200f8e845b43f39b20d3263c7297313b90e6c09e94b535","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"b7760a429117df76ce1d7657c563ecaffff3821fba9cdfef39dad3c3b0c4601a","section":"student_experience","status":"insufficient_evidence","value_json":"{\"status\":\"insufficient_evidence\",\"themes\":[]}","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_50097f4cc0aabc7da8a401b4","course_id":"MICROBIO 470","catalog_version_id":"d445a7e5dc4ec2fd9ad6153d7eef0898ac683e9ce5ed15f1637bcdfd08cc9ff5","record_version_id":"30bb2acced16805eb6200f8e845b43f39b20d3263c7297313b90e6c09e94b535","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"b7760a429117df76ce1d7657c563ecaffff3821fba9cdfef39dad3c3b0c4601a","section":"student_summary","status":"invalid","value_json":"{\"context_hash\":\"577d057c10afd2f0d37d8e123e450139bdbfbf6473acfc14feb5de5aa20db2b6\",\"course_id\":\"MICROBIO 470\",\"current_instructors\":[{\"instructor_uid\":\"instructor_8ee3795da092bf19d9dbd8c9\",\"message\":\"Summary generation failed\",\"name\":\"Katrina Forest\",\"review_status\":\"generation_failed\",\"rmp_instructor_id\":\"rmp:1071948\",\"summary\":[{\"citations\":[{\"course_id\":\"MICROBIO 470\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"915a99cd-1b1f-3ed8-a43a-25c87ae6cebc\",\"source_record\":{\"entity_id\":\"915a99cd-1b1f-3ed8-a43a-25c87ae6cebc\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"MICROBIO 470\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"915a99cd-1b1f-3ed8-a43a-25c87ae6cebc\",\"source_record\":{\"entity_id\":\"915a99cd-1b1f-3ed8-a43a-25c87ae6cebc\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"MICROBIO 470\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"915a99cd-1b1f-3ed8-a43a-25c87ae6cebc\",\"source_record\":{\"entity_id\":\"915a99cd-1b1f-3ed8-a43a-25c87ae6cebc\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2016: 2.69 GPA, 29.5% A/AB (n=78 letter grades); Spring 2020: 3.31 GPA, 40.0% A/AB (n=55 letter grades). Includes jointly taught sections.\"}]},{\"instructor_uid\":\"instructor_564a1719c77f00b3e3c0a0a9\",\"message\":\"No course-specific reviews available\",\"name\":\"Leah McKinney\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[]}],\"difficulty_workload\":[],\"errors\":[{\"error\":\"ModelAPIError: Connection error.\",\"instructor_uid\":\"instructor_8ee3795da092bf19d9dbd8c9\",\"mode\":\"professor\"},{\"error\":\"ModelAPIError: Connection error.\",\"instructor_uid\":null,\"mode\":\"history\"},{\"error\":\"ModelAPIError: Connection error.\",\"instructor_uid\":null,\"mode\":\"overview\"}],\"historical_context\":[],\"message\":null,\"offered\":true,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"course_id\":\"MICROBIO 470\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"915a99cd-1b1f-3ed8-a43a-25c87ae6cebc\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"MICROBIO 470\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"915a99cd-1b1f-3ed8-a43a-25c87ae6cebc\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"MICROBIO 470\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"915a99cd-1b1f-3ed8-a43a-25c87ae6cebc\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.26 GPA, 47.2% A/AB (n=36 letter grades); Fall 2025: 3.34 GPA, 61.7% A/AB (n=60 letter grades); Spring 2026: 3.26 GPA, 44.1% A/AB (n=34 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"MICROBIO 470\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"915a99cd-1b1f-3ed8-a43a-25c87ae6cebc\",\"source_record\":{\"entity_id\":\"915a99cd-1b1f-3ed8-a43a-25c87ae6cebc\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"MICROBIO 470\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"915a99cd-1b1f-3ed8-a43a-25c87ae6cebc\",\"source_record\":{\"entity_id\":\"915a99cd-1b1f-3ed8-a43a-25c87ae6cebc\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"MICROBIO 470\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"915a99cd-1b1f-3ed8-a43a-25c87ae6cebc\",\"source_record\":{\"entity_id\":\"915a99cd-1b1f-3ed8-a43a-25c87ae6cebc\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"MICROBIO 470\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"915a99cd-1b1f-3ed8-a43a-25c87ae6cebc\",\"source_record\":{\"entity_id\":\"915a99cd-1b1f-3ed8-a43a-25c87ae6cebc\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"MICROBIO 470\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"915a99cd-1b1f-3ed8-a43a-25c87ae6cebc\",\"source_record\":{\"entity_id\":\"915a99cd-1b1f-3ed8-a43a-25c87ae6cebc\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"}],\"text\":\"BRIANA BURTON is recorded teaching in Fall 2016, Fall 2017, Fall 2018, Fall 2019, Fall 2020. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MICROBIO 470\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"915a99cd-1b1f-3ed8-a43a-25c87ae6cebc\",\"source_record\":{\"entity_id\":\"915a99cd-1b1f-3ed8-a43a-25c87ae6cebc\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"MICROBIO 470\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"915a99cd-1b1f-3ed8-a43a-25c87ae6cebc\",\"source_record\":{\"entity_id\":\"915a99cd-1b1f-3ed8-a43a-25c87ae6cebc\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"MICROBIO 470\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"915a99cd-1b1f-3ed8-a43a-25c87ae6cebc\",\"source_record\":{\"entity_id\":\"915a99cd-1b1f-3ed8-a43a-25c87ae6cebc\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"}],\"text\":\"KATRINA FOREST is recorded teaching in Spring 2016, Spring 2020. 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":"[{\"mode\": \"professor\", \"instructor_uid\": \"instructor_8ee3795da092bf19d9dbd8c9\", \"error\": \"ModelAPIError: Connection error.\"}, {\"mode\": \"history\", \"instructor_uid\": null, \"error\": \"ModelAPIError: Connection error.\"}, {\"mode\": \"overview\", \"instructor_uid\": null, \"error\": \"ModelAPIError: Connection error.\"}]","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_50097f4cc0aabc7da8a401b4","course_id":"MICROBIO 470","catalog_version_id":"d445a7e5dc4ec2fd9ad6153d7eef0898ac683e9ce5ed15f1637bcdfd08cc9ff5","record_version_id":"30bb2acced16805eb6200f8e845b43f39b20d3263c7297313b90e6c09e94b535","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"16063f10713ace1c71c632ee862654f54ac4ebceb0d2a2bfc6515d9300ec5e2d","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"MICROBIO 303or concurrent enrollment or graduate/professional standing\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":303,\"minimum_grade\":null,\"subjects\":[\"MICROBIO\"],\"timing\":\"prior_or_concurrent\"},\"evidence\":\"MICROBIO 303or concurrent enrollment\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"graduate/professional standing\",\"course\":null,\"evidence\":\"graduate/professional standing\",\"id\":\"n2\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"n0\",\"status\":\"parsed\"}","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_50097f4cc0aabc7da8a401b4","course_id":"MICROBIO 470","catalog_version_id":"d445a7e5dc4ec2fd9ad6153d7eef0898ac683e9ce5ed15f1637bcdfd08cc9ff5","record_version_id":"30bb2acced16805eb6200f8e845b43f39b20d3263c7297313b90e6c09e94b535","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"16063f10713ace1c71c632ee862654f54ac4ebceb0d2a2bfc6515d9300ec5e2d","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"MICROBIO 303\",\"field\":\"description\",\"quote\":\"Basic biology of microorganisms, including structure, function, physiology, genetics, ecology, diversity, and evolution.\"}],\"text\":\"Foundational microbiology including structure, function, physiology, genetics, ecology, diversity, and evolution.\"}],\"search_phrases\":[\"microbial genetics\",\"molecular processes\",\"eubacterial eukaryotic microbes\",\"cellular function\",\"biotechnology bioremediation medicine\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"MICROBIO 470\",\"field\":\"description\",\"quote\":\"Discussion of experimental approaches to study microbes\"}],\"text\":\"Experimental approaches to study microbes.\"},{\"evidence\":[{\"course_id\":\"MICROBIO 470\",\"field\":\"description\",\"quote\":\"use of eubacterial and eukaryotic microbes to elucidate cellular function\"}],\"text\":\"Using microbes to elucidate cellular function.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"MICROBIO 470\",\"field\":\"title\",\"quote\":\"MICROBIAL GENETICS & MOLECULAR MACHINES\"},{\"course_id\":\"MICROBIO 470\",\"field\":\"description\",\"quote\":\"Examines modern microbial genetics and molecular processes.\"}],\"text\":\"MICROBIAL GENETICS & MOLECULAR MACHINES examines modern microbial genetics and molecular processes.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"MICROBIO 470\",\"field\":\"description\",\"quote\":\"modern microbial genetics and molecular processes\"}],\"text\":\"Modern microbial genetics and molecular processes.\"},{\"evidence\":[{\"course_id\":\"MICROBIO 470\",\"field\":\"description\",\"quote\":\"use of eubacterial and eukaryotic microbes to elucidate cellular function\"}],\"text\":\"Use of eubacterial and eukaryotic microbes to elucidate cellular function.\"},{\"evidence\":[{\"course_id\":\"MICROBIO 470\",\"field\":\"description\",\"quote\":\"use in biotechnology, bioremediation, and medicine\"}],\"text\":\"Use of microbes in biotechnology, bioremediation, and medicine.\"}]}","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_50097f4cc0aabc7da8a401b4","course_id":"MICROBIO 470","catalog_version_id":"d445a7e5dc4ec2fd9ad6153d7eef0898ac683e9ce5ed15f1637bcdfd08cc9ff5","record_version_id":"30bb2acced16805eb6200f8e845b43f39b20d3263c7297313b90e6c09e94b535","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"16063f10713ace1c71c632ee862654f54ac4ebceb0d2a2bfc6515d9300ec5e2d","section":"student_experience","status":"insufficient_evidence","value_json":"{\"status\":\"insufficient_evidence\",\"themes\":[]}","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_50097f4cc0aabc7da8a401b4","course_id":"MICROBIO 470","catalog_version_id":"d445a7e5dc4ec2fd9ad6153d7eef0898ac683e9ce5ed15f1637bcdfd08cc9ff5","record_version_id":"30bb2acced16805eb6200f8e845b43f39b20d3263c7297313b90e6c09e94b535","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"16063f10713ace1c71c632ee862654f54ac4ebceb0d2a2bfc6515d9300ec5e2d","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"577d057c10afd2f0d37d8e123e450139bdbfbf6473acfc14feb5de5aa20db2b6\",\"course_id\":\"MICROBIO 470\",\"current_instructors\":[{\"instructor_uid\":\"instructor_8ee3795da092bf19d9dbd8c9\",\"message\":null,\"name\":\"Katrina Forest\",\"review_status\":\"supported\",\"rmp_instructor_id\":\"rmp:1071948\",\"summary\":[{\"citations\":[{\"instructor_name\":\"Katrina Forest\",\"review_date\":\"2016-05-16 14:52:30 +0000 UTC\",\"review_id\":\"5ba4ed646e16f4a5bfc035e2\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1071948\",\"source_review_id\":\"UmF0aW5nLTI2NTg4MDky\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1071948\",\"type\":\"review\"}],\"text\":\"Katrina Forest is criticized for assuming students are experts by exam time, leading to unfair exams with unclear study expectations. Reviewers report that the material covered on tests exceeds what was taught, resulting in low average scores and high difficulty.\"},{\"citations\":[{\"course_id\":\"MICROBIO 470\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"915a99cd-1b1f-3ed8-a43a-25c87ae6cebc\",\"source_record\":{\"entity_id\":\"915a99cd-1b1f-3ed8-a43a-25c87ae6cebc\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"MICROBIO 470\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"915a99cd-1b1f-3ed8-a43a-25c87ae6cebc\",\"source_record\":{\"entity_id\":\"915a99cd-1b1f-3ed8-a43a-25c87ae6cebc\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"MICROBIO 470\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"915a99cd-1b1f-3ed8-a43a-25c87ae6cebc\",\"source_record\":{\"entity_id\":\"915a99cd-1b1f-3ed8-a43a-25c87ae6cebc\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2016: 2.69 GPA, 29.5% A/AB (n=78 letter grades); Spring 2020: 3.31 GPA, 40.0% A/AB (n=55 letter grades). Includes jointly taught sections.\"}]},{\"instructor_uid\":\"instructor_564a1719c77f00b3e3c0a0a9\",\"message\":\"No course-specific reviews available\",\"name\":\"Leah McKinney\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Katrina Forest\",\"review_date\":\"2016-05-16 14:52:30 +0000 UTC\",\"review_id\":\"5ba4ed646e16f4a5bfc035e2\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1071948\",\"source_review_id\":\"UmF0aW5nLTI2NTg4MDky\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1071948\",\"type\":\"review\"}],\"text\":\"The exam material is reported to expect too much from students, with unclear study indications provided by the instructor.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Briana Burton\",\"review_date\":\"2020-12-26 05:42:13 +0000 UTC\",\"review_id\":\"dae5cf73eaea7a9217f6a348\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2204133\",\"source_review_id\":\"UmF0aW5nLTM0MTk5MzAx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2204133\",\"type\":\"review\"},{\"instructor_name\":\"Briana Burton\",\"review_date\":\"2022-11-16 22:13:31 +0000 UTC\",\"review_id\":\"95b7f254335be3214b06135d\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2204133\",\"source_review_id\":\"UmF0aW5nLTM2ODQ4ODE1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2204133\",\"type\":\"review\"},{\"instructor_name\":\"Briana Burton\",\"review_date\":\"2022-11-18 15:38:54 +0000 UTC\",\"review_id\":\"ab4c8979e72abb371e7e4a85\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2204133\",\"source_review_id\":\"UmF0aW5nLTM2ODYyNDMx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2204133\",\"type\":\"review\"}],\"text\":\"No reviews exist for current instructors Katrina Forest or Leah McKinney. Historical reviews for Briana Burton describe her as a clear lecturer and skilled scientist who modified assessments for fairness, though some students found her uncaring and unresponsive outside of office hours.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Katrina Forest\",\"review_date\":\"2016-05-16 14:52:30 +0000 UTC\",\"review_id\":\"5ba4ed646e16f4a5bfc035e2\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1071948\",\"source_review_id\":\"UmF0aW5nLTI2NTg4MDky\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1071948\",\"type\":\"review\"}],\"text\":\"A single review from 2016 advises against taking the course in Spring, citing unfair exams and excessive expectations from instructors Katrina Forest and Leah McKinney.\"},{\"citations\":[{\"course_id\":\"MICROBIO 470\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"915a99cd-1b1f-3ed8-a43a-25c87ae6cebc\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"MICROBIO 470\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"915a99cd-1b1f-3ed8-a43a-25c87ae6cebc\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"MICROBIO 470\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"915a99cd-1b1f-3ed8-a43a-25c87ae6cebc\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.26 GPA, 47.2% A/AB (n=36 letter grades); Fall 2025: 3.34 GPA, 61.7% A/AB (n=60 letter grades); Spring 2026: 3.26 GPA, 44.1% A/AB (n=34 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Katrina Forest\",\"review_date\":\"2016-05-16 14:52:30 +0000 UTC\",\"review_id\":\"5ba4ed646e16f4a5bfc035e2\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1071948\",\"source_review_id\":\"UmF0aW5nLTI2NTg4MDky\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1071948\",\"type\":\"review\"}],\"text\":\"Students found the exams unfair and the instructor's assumption of expert-level knowledge to be disconnected from reality.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"MICROBIO 470\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"915a99cd-1b1f-3ed8-a43a-25c87ae6cebc\",\"source_record\":{\"entity_id\":\"915a99cd-1b1f-3ed8-a43a-25c87ae6cebc\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"MICROBIO 470\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"915a99cd-1b1f-3ed8-a43a-25c87ae6cebc\",\"source_record\":{\"entity_id\":\"915a99cd-1b1f-3ed8-a43a-25c87ae6cebc\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"MICROBIO 470\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"915a99cd-1b1f-3ed8-a43a-25c87ae6cebc\",\"source_record\":{\"entity_id\":\"915a99cd-1b1f-3ed8-a43a-25c87ae6cebc\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"MICROBIO 470\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"915a99cd-1b1f-3ed8-a43a-25c87ae6cebc\",\"source_record\":{\"entity_id\":\"915a99cd-1b1f-3ed8-a43a-25c87ae6cebc\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"MICROBIO 470\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"915a99cd-1b1f-3ed8-a43a-25c87ae6cebc\",\"source_record\":{\"entity_id\":\"915a99cd-1b1f-3ed8-a43a-25c87ae6cebc\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"}],\"text\":\"BRIANA BURTON is recorded teaching in Fall 2016, Fall 2017, Fall 2018, Fall 2019, Fall 2020. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MICROBIO 470\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"915a99cd-1b1f-3ed8-a43a-25c87ae6cebc\",\"source_record\":{\"entity_id\":\"915a99cd-1b1f-3ed8-a43a-25c87ae6cebc\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"MICROBIO 470\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"915a99cd-1b1f-3ed8-a43a-25c87ae6cebc\",\"source_record\":{\"entity_id\":\"915a99cd-1b1f-3ed8-a43a-25c87ae6cebc\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"MICROBIO 470\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"915a99cd-1b1f-3ed8-a43a-25c87ae6cebc\",\"source_record\":{\"entity_id\":\"915a99cd-1b1f-3ed8-a43a-25c87ae6cebc\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"}],\"text\":\"KATRINA FOREST is recorded teaching in Spring 2016, Spring 2020. 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}]