[{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_ef59a9cd54a49c2e62bbbbb9","course_id":"MICROBIO 305","catalog_version_id":"2544907df031afc35f4ec17ed7a8253eeeaf1132184a270715f9f7c395912740","record_version_id":"066bef74a87426168cc168c62774c0c7bf513dc579b17ded0a4ce8504eed4211","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"0a0f9dcab2c2eb0c1cd4cf09a6b3789a1ece990f062b03ca672c4581c1942e7b","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[],\"condition\":null,\"course\":{\"course_number\":303,\"minimum_grade\":null,\"subjects\":[\"MICROBIO\"],\"timing\":\"prior_or_concurrent\"},\"evidence\":\"MICROBIO 303or concurrent enrollment\",\"id\":\"req-1\",\"kind\":\"course\"}],\"notes\":[],\"root\":\"req-1\",\"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_ef59a9cd54a49c2e62bbbbb9","course_id":"MICROBIO 305","catalog_version_id":"2544907df031afc35f4ec17ed7a8253eeeaf1132184a270715f9f7c395912740","record_version_id":"066bef74a87426168cc168c62774c0c7bf513dc579b17ded0a4ce8504eed4211","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"0a0f9dcab2c2eb0c1cd4cf09a6b3789a1ece990f062b03ca672c4581c1942e7b","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[{\"evidence\":[{\"course_id\":\"MICROBIO 305\",\"field\":\"official_learning_outcomes\",\"outcome_index\":4,\"quote\":\"Communicate analysis of primary literature to others.\",\"source_url\":\"https://guide.wisc.edu/courses/microbio/\"}],\"label\":\"presentations\"}],\"assumed_background\":[],\"search_phrases\":[\"Critical Analyses in Microbiology\",\"microbiology seminar\",\"critique primary scientific papers\",\"scientific problem solving microbiology\",\"seminal papers and cutting-edge research\",\"critical thinking in microbiology\",\"primary literature analysis\",\"scientific method in presented material\",\"active discussion scholarly papers\",\"contemporary hot topics in microbiology\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"MICROBIO 305\",\"field\":\"description\",\"quote\":\"Train students to become scientific problem-solvers, to critically analyze data, and to comprehend the principles of microbiological research via active discussion of a combination of scholarly papers and contemporary, hot topics in our field.\",\"source_url\":\"https://guide.wisc.edu/courses/microbio/\"}],\"text\":\"Scientific problem-solving and critical data analysis\"},{\"evidence\":[{\"course_id\":\"MICROBIO 305\",\"field\":\"official_learning_outcomes\",\"outcome_index\":3,\"quote\":\"Critique primary scientific papers by identifying the hypothesis, analyzing the data being presented, and proposing future experiments or directions for a particular study.\",\"source_url\":\"https://guide.wisc.edu/courses/microbio/\"}],\"text\":\"Critiquing primary scientific papers\"},{\"evidence\":[{\"course_id\":\"MICROBIO 305\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Describe the scientific method used in presented material.\",\"source_url\":\"https://guide.wisc.edu/courses/microbio/\"}],\"text\":\"Describing the scientific method\"},{\"evidence\":[{\"course_id\":\"MICROBIO 305\",\"field\":\"official_learning_outcomes\",\"outcome_index\":4,\"quote\":\"Communicate analysis of primary literature to others.\",\"source_url\":\"https://guide.wisc.edu/courses/microbio/\"}],\"text\":\"Communicating analysis of primary literature\"}],\"summary\":{\"evidence\":[{\"course_id\":\"MICROBIO 305\",\"field\":\"title\",\"quote\":\"CRITICAL ANALYSES IN MICROBIOLOGY\",\"source_url\":\"https://guide.wisc.edu/courses/microbio/\"},{\"course_id\":\"MICROBIO 305\",\"field\":\"description\",\"quote\":\"Train students to become scientific problem-solvers, to critically analyze data, and to comprehend the principles of microbiological research via active discussion of a combination of scholarly papers and contemporary, hot topics in our field.\",\"source_url\":\"https://guide.wisc.edu/courses/microbio/\"}],\"text\":\"Critical Analyses in Microbiology trains students to be scientific problem-solvers who critically analyze data and comprehend microbiological research principles through active discussion of scholarly papers and contemporary topics.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"MICROBIO 305\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Recognize the breadth of the field of microbiology and nature of the science.\",\"source_url\":\"https://guide.wisc.edu/courses/microbio/\"}],\"text\":\"Breadth of the field of microbiology\"},{\"evidence\":[{\"course_id\":\"MICROBIO 305\",\"field\":\"official_learning_outcomes\",\"outcome_index\":2,\"quote\":\"Demonstrate critical thinking and problem solving skills through an exploration of seminal papers and cutting-edge research in the field of microbiology.\",\"source_url\":\"https://guide.wisc.edu/courses/microbio/\"}],\"text\":\"Seminal papers and cutting-edge research\"},{\"evidence\":[{\"course_id\":\"MICROBIO 305\",\"field\":\"description\",\"quote\":\"active discussion of a combination of scholarly papers and contemporary, hot topics in our field.\",\"source_url\":\"https://guide.wisc.edu/courses/microbio/\"}],\"text\":\"Scholarly papers and contemporary hot topics\"}]}","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_ef59a9cd54a49c2e62bbbbb9","course_id":"MICROBIO 305","catalog_version_id":"2544907df031afc35f4ec17ed7a8253eeeaf1132184a270715f9f7c395912740","record_version_id":"066bef74a87426168cc168c62774c0c7bf513dc579b17ded0a4ce8504eed4211","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"0a0f9dcab2c2eb0c1cd4cf09a6b3789a1ece990f062b03ca672c4581c1942e7b","section":"student_experience","status":"insufficient_evidence","value_json":"{\"status\":\"insufficient_evidence\",\"themes\":[]}","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_ef59a9cd54a49c2e62bbbbb9","course_id":"MICROBIO 305","catalog_version_id":"2544907df031afc35f4ec17ed7a8253eeeaf1132184a270715f9f7c395912740","record_version_id":"066bef74a87426168cc168c62774c0c7bf513dc579b17ded0a4ce8504eed4211","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"0a0f9dcab2c2eb0c1cd4cf09a6b3789a1ece990f062b03ca672c4581c1942e7b","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"5788ac78d3f96812840ba6c126f20b3bbdbdc076f9ae5f77b865348e44866730\",\"course_id\":\"MICROBIO 305\",\"current_instructors\":[{\"instructor_uid\":\"instructor_d8f4dc679e3c2d2867ec657f\",\"message\":\"No course-specific reviews available\",\"name\":\"Federico Rey\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[{\"citations\":[{\"course_id\":\"MICROBIO 305\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"4240044c-e8e4-3b96-9eec-42a2747f5a53\",\"source_record\":{\"entity_id\":\"4240044c-e8e4-3b96-9eec-42a2747f5a53\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"MICROBIO 305\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"4240044c-e8e4-3b96-9eec-42a2747f5a53\",\"source_record\":{\"entity_id\":\"4240044c-e8e4-3b96-9eec-42a2747f5a53\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"},{\"course_id\":\"MICROBIO 305\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"4240044c-e8e4-3b96-9eec-42a2747f5a53\",\"source_record\":{\"entity_id\":\"4240044c-e8e4-3b96-9eec-42a2747f5a53\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2025: 3.79 GPA, 94.7% A/AB (n=19 letter grades); Spring 2026: 4.00 GPA, 100.0% A/AB (n=30 letter grades). Includes jointly taught sections.\"}]}],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":true,\"profile_hash\":\"3f5110430805ccdd533c0c072df62d68a8a5f5441c4530bbdb15d419a199a09c\",\"quick_take\":[{\"citations\":[{\"course_id\":\"MICROBIO 305\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"4240044c-e8e4-3b96-9eec-42a2747f5a53\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"MICROBIO 305\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"4240044c-e8e4-3b96-9eec-42a2747f5a53\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"MICROBIO 305\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"4240044c-e8e4-3b96-9eec-42a2747f5a53\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 4.00 GPA, 100.0% A/AB (n=35 letter grades); Fall 2025: 3.89 GPA, 97.5% A/AB (n=40 letter grades); Spring 2026: 4.00 GPA, 100.0% A/AB (n=30 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"9dea82ef7f2113a5605c1c6030c4f9b19967eb742cc93a78268fb92357d29f5c\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"MICROBIO 305\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"4240044c-e8e4-3b96-9eec-42a2747f5a53\",\"source_record\":{\"entity_id\":\"4240044c-e8e4-3b96-9eec-42a2747f5a53\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"MICROBIO 305\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"4240044c-e8e4-3b96-9eec-42a2747f5a53\",\"source_record\":{\"entity_id\":\"4240044c-e8e4-3b96-9eec-42a2747f5a53\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"},{\"course_id\":\"MICROBIO 305\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"4240044c-e8e4-3b96-9eec-42a2747f5a53\",\"source_record\":{\"entity_id\":\"4240044c-e8e4-3b96-9eec-42a2747f5a53\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"FEDERICO REY is recorded teaching in Fall 2025, Spring 2026. 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_ef59a9cd54a49c2e62bbbbb9","course_id":"MICROBIO 305","catalog_version_id":"12e4be660bacf1ad557449a27b97f85cab05db869a442db1edbb3ad6cdb55f85","record_version_id":"2a1acc6d6dea7ed7205138d5ae2a2e969d040303d85614ebdbba34894819623d","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"806840cce4b7d63fe97c734db8c7ff9fed16f2dab3a30f2a75ecc00c42523f1c","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"MICROBIO 303or concurrent enrollment\",\"id\":\"n0\",\"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\"}],\"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_ef59a9cd54a49c2e62bbbbb9","course_id":"MICROBIO 305","catalog_version_id":"12e4be660bacf1ad557449a27b97f85cab05db869a442db1edbb3ad6cdb55f85","record_version_id":"2a1acc6d6dea7ed7205138d5ae2a2e969d040303d85614ebdbba34894819623d","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"806840cce4b7d63fe97c734db8c7ff9fed16f2dab3a30f2a75ecc00c42523f1c","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\":\"Fundamental microbiology concepts including structure, function, physiology, genetics, ecology, diversity, and evolution of microorganisms.\"}],\"search_phrases\":[\"microbiology critical analysis\",\"scientific problem solving microbiology\",\"microbial research methods\",\"critical thinking microbiology\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"MICROBIO 305\",\"field\":\"description\",\"quote\":\"Train students to become scientific problem-solvers\"}],\"text\":\"Scientific problem-solving\"},{\"evidence\":[{\"course_id\":\"MICROBIO 305\",\"field\":\"description\",\"quote\":\"critically analyze data\"}],\"text\":\"Critical data analysis\"},{\"evidence\":[{\"course_id\":\"MICROBIO 305\",\"field\":\"description\",\"quote\":\"comprehend the principles of microbiological research\"}],\"text\":\"Understanding microbiological research principles\"}],\"summary\":{\"evidence\":[{\"course_id\":\"MICROBIO 305\",\"field\":\"title\",\"quote\":\"CRITICAL ANALYSES IN MICROBIOLOGY\"},{\"course_id\":\"MICROBIO 305\",\"field\":\"description\",\"quote\":\"Train students to become scientific problem-solvers, to critically analyze data, and to comprehend the principles of microbiological research via active discussion of a combination of scholarly papers and contemporary, hot topics in our field.\"}],\"text\":\"This course trains students in scientific problem-solving and critical data analysis through the discussion of scholarly papers and contemporary topics in microbiology.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"MICROBIO 305\",\"field\":\"description\",\"quote\":\"contemporary, hot topics in our field\"}],\"text\":\"Contemporary topics in microbiology\"},{\"evidence\":[{\"course_id\":\"MICROBIO 305\",\"field\":\"description\",\"quote\":\"scholarly papers\"}],\"text\":\"Scholarly literature in microbiology\"}]}","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_ef59a9cd54a49c2e62bbbbb9","course_id":"MICROBIO 305","catalog_version_id":"12e4be660bacf1ad557449a27b97f85cab05db869a442db1edbb3ad6cdb55f85","record_version_id":"2a1acc6d6dea7ed7205138d5ae2a2e969d040303d85614ebdbba34894819623d","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"806840cce4b7d63fe97c734db8c7ff9fed16f2dab3a30f2a75ecc00c42523f1c","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_ef59a9cd54a49c2e62bbbbb9","course_id":"MICROBIO 305","catalog_version_id":"12e4be660bacf1ad557449a27b97f85cab05db869a442db1edbb3ad6cdb55f85","record_version_id":"2a1acc6d6dea7ed7205138d5ae2a2e969d040303d85614ebdbba34894819623d","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"1addffdad3be3c3012989f496b75ff5768285797b1bb8d127ac568e6c862dcbe","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"MICROBIO 303or concurrent enrollment\",\"id\":\"n0\",\"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\"}],\"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_ef59a9cd54a49c2e62bbbbb9","course_id":"MICROBIO 305","catalog_version_id":"12e4be660bacf1ad557449a27b97f85cab05db869a442db1edbb3ad6cdb55f85","record_version_id":"2a1acc6d6dea7ed7205138d5ae2a2e969d040303d85614ebdbba34894819623d","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"1addffdad3be3c3012989f496b75ff5768285797b1bb8d127ac568e6c862dcbe","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\":\"Fundamental microbiology concepts including structure, function, physiology, genetics, ecology, diversity, and evolution of microorganisms.\"}],\"search_phrases\":[\"microbiology critical analysis\",\"scientific problem solving microbiology\",\"microbial research methods\",\"critical thinking microbiology\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"MICROBIO 305\",\"field\":\"description\",\"quote\":\"Train students to become scientific problem-solvers\"}],\"text\":\"Scientific problem-solving\"},{\"evidence\":[{\"course_id\":\"MICROBIO 305\",\"field\":\"description\",\"quote\":\"critically analyze data\"}],\"text\":\"Critical data analysis\"},{\"evidence\":[{\"course_id\":\"MICROBIO 305\",\"field\":\"description\",\"quote\":\"comprehend the principles of microbiological research\"}],\"text\":\"Understanding microbiological research principles\"}],\"summary\":{\"evidence\":[{\"course_id\":\"MICROBIO 305\",\"field\":\"title\",\"quote\":\"CRITICAL ANALYSES IN MICROBIOLOGY\"},{\"course_id\":\"MICROBIO 305\",\"field\":\"description\",\"quote\":\"Train students to become scientific problem-solvers, to critically analyze data, and to comprehend the principles of microbiological research via active discussion of a combination of scholarly papers and contemporary, hot topics in our field.\"}],\"text\":\"This course trains students in scientific problem-solving and critical data analysis through the discussion of scholarly papers and contemporary topics in microbiology.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"MICROBIO 305\",\"field\":\"description\",\"quote\":\"contemporary, hot topics in our field\"}],\"text\":\"Contemporary topics in microbiology\"},{\"evidence\":[{\"course_id\":\"MICROBIO 305\",\"field\":\"description\",\"quote\":\"scholarly papers\"}],\"text\":\"Scholarly literature in microbiology\"}]}","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_ef59a9cd54a49c2e62bbbbb9","course_id":"MICROBIO 305","catalog_version_id":"12e4be660bacf1ad557449a27b97f85cab05db869a442db1edbb3ad6cdb55f85","record_version_id":"2a1acc6d6dea7ed7205138d5ae2a2e969d040303d85614ebdbba34894819623d","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"1addffdad3be3c3012989f496b75ff5768285797b1bb8d127ac568e6c862dcbe","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_ef59a9cd54a49c2e62bbbbb9","course_id":"MICROBIO 305","catalog_version_id":"2544907df031afc35f4ec17ed7a8253eeeaf1132184a270715f9f7c395912740","record_version_id":"066bef74a87426168cc168c62774c0c7bf513dc579b17ded0a4ce8504eed4211","job_id":"enrich-6556a505c10f448d98d02466","output_id":"46ebadf41dbc120de7481e5a47f8914f6cfcdebeebcc698bf4dbebe468009836","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[],\"condition\":null,\"course\":{\"course_number\":303,\"minimum_grade\":null,\"subjects\":[\"MICROBIO\"],\"timing\":\"prior_or_concurrent\"},\"evidence\":\"MICROBIO 303or concurrent enrollment\",\"id\":\"req-1\",\"kind\":\"course\"}],\"notes\":[],\"root\":\"req-1\",\"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_ef59a9cd54a49c2e62bbbbb9","course_id":"MICROBIO 305","catalog_version_id":"2544907df031afc35f4ec17ed7a8253eeeaf1132184a270715f9f7c395912740","record_version_id":"066bef74a87426168cc168c62774c0c7bf513dc579b17ded0a4ce8504eed4211","job_id":"enrich-6556a505c10f448d98d02466","output_id":"46ebadf41dbc120de7481e5a47f8914f6cfcdebeebcc698bf4dbebe468009836","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[{\"evidence\":[{\"course_id\":\"MICROBIO 305\",\"field\":\"official_learning_outcomes\",\"outcome_index\":4,\"quote\":\"Communicate analysis of primary literature to others.\",\"source_url\":\"https://guide.wisc.edu/courses/microbio/\"}],\"label\":\"presentations\"}],\"assumed_background\":[],\"search_phrases\":[\"Critical Analyses in Microbiology\",\"microbiology seminar\",\"critique primary scientific papers\",\"scientific problem solving microbiology\",\"seminal papers and cutting-edge research\",\"critical thinking in microbiology\",\"primary literature analysis\",\"scientific method in presented material\",\"active discussion scholarly papers\",\"contemporary hot topics in microbiology\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"MICROBIO 305\",\"field\":\"description\",\"quote\":\"Train students to become scientific problem-solvers, to critically analyze data, and to comprehend the principles of microbiological research via active discussion of a combination of scholarly papers and contemporary, hot topics in our field.\",\"source_url\":\"https://guide.wisc.edu/courses/microbio/\"}],\"text\":\"Scientific problem-solving and critical data analysis\"},{\"evidence\":[{\"course_id\":\"MICROBIO 305\",\"field\":\"official_learning_outcomes\",\"outcome_index\":3,\"quote\":\"Critique primary scientific papers by identifying the hypothesis, analyzing the data being presented, and proposing future experiments or directions for a particular study.\",\"source_url\":\"https://guide.wisc.edu/courses/microbio/\"}],\"text\":\"Critiquing primary scientific papers\"},{\"evidence\":[{\"course_id\":\"MICROBIO 305\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Describe the scientific method used in presented material.\",\"source_url\":\"https://guide.wisc.edu/courses/microbio/\"}],\"text\":\"Describing the scientific method\"},{\"evidence\":[{\"course_id\":\"MICROBIO 305\",\"field\":\"official_learning_outcomes\",\"outcome_index\":4,\"quote\":\"Communicate analysis of primary literature to others.\",\"source_url\":\"https://guide.wisc.edu/courses/microbio/\"}],\"text\":\"Communicating analysis of primary literature\"}],\"summary\":{\"evidence\":[{\"course_id\":\"MICROBIO 305\",\"field\":\"title\",\"quote\":\"CRITICAL ANALYSES IN MICROBIOLOGY\",\"source_url\":\"https://guide.wisc.edu/courses/microbio/\"},{\"course_id\":\"MICROBIO 305\",\"field\":\"description\",\"quote\":\"Train students to become scientific problem-solvers, to critically analyze data, and to comprehend the principles of microbiological research via active discussion of a combination of scholarly papers and contemporary, hot topics in our field.\",\"source_url\":\"https://guide.wisc.edu/courses/microbio/\"}],\"text\":\"Critical Analyses in Microbiology trains students to be scientific problem-solvers who critically analyze data and comprehend microbiological research principles through active discussion of scholarly papers and contemporary topics.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"MICROBIO 305\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Recognize the breadth of the field of microbiology and nature of the science.\",\"source_url\":\"https://guide.wisc.edu/courses/microbio/\"}],\"text\":\"Breadth of the field of microbiology\"},{\"evidence\":[{\"course_id\":\"MICROBIO 305\",\"field\":\"official_learning_outcomes\",\"outcome_index\":2,\"quote\":\"Demonstrate critical thinking and problem solving skills through an exploration of seminal papers and cutting-edge research in the field of microbiology.\",\"source_url\":\"https://guide.wisc.edu/courses/microbio/\"}],\"text\":\"Seminal papers and cutting-edge research\"},{\"evidence\":[{\"course_id\":\"MICROBIO 305\",\"field\":\"description\",\"quote\":\"active discussion of a combination of scholarly papers and contemporary, hot topics in our field.\",\"source_url\":\"https://guide.wisc.edu/courses/microbio/\"}],\"text\":\"Scholarly papers and contemporary hot topics\"}]}","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_ef59a9cd54a49c2e62bbbbb9","course_id":"MICROBIO 305","catalog_version_id":"2544907df031afc35f4ec17ed7a8253eeeaf1132184a270715f9f7c395912740","record_version_id":"066bef74a87426168cc168c62774c0c7bf513dc579b17ded0a4ce8504eed4211","job_id":"enrich-6556a505c10f448d98d02466","output_id":"46ebadf41dbc120de7481e5a47f8914f6cfcdebeebcc698bf4dbebe468009836","section":"student_experience","status":"insufficient_evidence","value_json":"{\"status\":\"insufficient_evidence\",\"themes\":[]}","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_ef59a9cd54a49c2e62bbbbb9","course_id":"MICROBIO 305","catalog_version_id":"12e4be660bacf1ad557449a27b97f85cab05db869a442db1edbb3ad6cdb55f85","record_version_id":"2a1acc6d6dea7ed7205138d5ae2a2e969d040303d85614ebdbba34894819623d","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"b4a4be8bac85ca14dfc49956fbb817891f733cdd793129d87d6ca6c0be1446d8","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"MICROBIO 303or concurrent enrollment\",\"id\":\"n0\",\"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\"}],\"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_ef59a9cd54a49c2e62bbbbb9","course_id":"MICROBIO 305","catalog_version_id":"12e4be660bacf1ad557449a27b97f85cab05db869a442db1edbb3ad6cdb55f85","record_version_id":"2a1acc6d6dea7ed7205138d5ae2a2e969d040303d85614ebdbba34894819623d","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"b4a4be8bac85ca14dfc49956fbb817891f733cdd793129d87d6ca6c0be1446d8","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\":\"Fundamental microbiology concepts including structure, function, physiology, genetics, ecology, diversity, and evolution of microorganisms.\"}],\"search_phrases\":[\"microbiology critical analysis\",\"scientific problem solving microbiology\",\"microbial research methods\",\"critical thinking microbiology\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"MICROBIO 305\",\"field\":\"description\",\"quote\":\"Train students to become scientific problem-solvers\"}],\"text\":\"Scientific problem-solving\"},{\"evidence\":[{\"course_id\":\"MICROBIO 305\",\"field\":\"description\",\"quote\":\"critically analyze data\"}],\"text\":\"Critical data analysis\"},{\"evidence\":[{\"course_id\":\"MICROBIO 305\",\"field\":\"description\",\"quote\":\"comprehend the principles of microbiological research\"}],\"text\":\"Understanding microbiological research principles\"}],\"summary\":{\"evidence\":[{\"course_id\":\"MICROBIO 305\",\"field\":\"title\",\"quote\":\"CRITICAL ANALYSES IN MICROBIOLOGY\"},{\"course_id\":\"MICROBIO 305\",\"field\":\"description\",\"quote\":\"Train students to become scientific problem-solvers, to critically analyze data, and to comprehend the principles of microbiological research via active discussion of a combination of scholarly papers and contemporary, hot topics in our field.\"}],\"text\":\"This course trains students in scientific problem-solving and critical data analysis through the discussion of scholarly papers and contemporary topics in microbiology.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"MICROBIO 305\",\"field\":\"description\",\"quote\":\"contemporary, hot topics in our field\"}],\"text\":\"Contemporary topics in microbiology\"},{\"evidence\":[{\"course_id\":\"MICROBIO 305\",\"field\":\"description\",\"quote\":\"scholarly papers\"}],\"text\":\"Scholarly literature in microbiology\"}]}","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_ef59a9cd54a49c2e62bbbbb9","course_id":"MICROBIO 305","catalog_version_id":"12e4be660bacf1ad557449a27b97f85cab05db869a442db1edbb3ad6cdb55f85","record_version_id":"2a1acc6d6dea7ed7205138d5ae2a2e969d040303d85614ebdbba34894819623d","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"b4a4be8bac85ca14dfc49956fbb817891f733cdd793129d87d6ca6c0be1446d8","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_ef59a9cd54a49c2e62bbbbb9","course_id":"MICROBIO 305","catalog_version_id":"12e4be660bacf1ad557449a27b97f85cab05db869a442db1edbb3ad6cdb55f85","record_version_id":"2a1acc6d6dea7ed7205138d5ae2a2e969d040303d85614ebdbba34894819623d","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"b4a4be8bac85ca14dfc49956fbb817891f733cdd793129d87d6ca6c0be1446d8","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"ec5dc75018a5668605ddc94897f8a260c773331fb55b39ab26abf4045833e90b\",\"course_id\":\"MICROBIO 305\",\"current_instructors\":[{\"instructor_uid\":\"instructor_d8f4dc679e3c2d2867ec657f\",\"message\":\"No course-specific reviews available\",\"name\":\"Federico Rey\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[{\"citations\":[{\"course_id\":\"MICROBIO 305\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4240044c-e8e4-3b96-9eec-42a2747f5a53\",\"source_record\":{\"entity_id\":\"4240044c-e8e4-3b96-9eec-42a2747f5a53\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"MICROBIO 305\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4240044c-e8e4-3b96-9eec-42a2747f5a53\",\"source_record\":{\"entity_id\":\"4240044c-e8e4-3b96-9eec-42a2747f5a53\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"},{\"course_id\":\"MICROBIO 305\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"4240044c-e8e4-3b96-9eec-42a2747f5a53\",\"source_record\":{\"entity_id\":\"4240044c-e8e4-3b96-9eec-42a2747f5a53\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2025: 3.79 GPA, 94.7% A/AB (n=19 letter grades); Spring 2026: 4.00 GPA, 100.0% A/AB (n=30 letter grades). Includes jointly taught sections.\"}]}],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":true,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"course_id\":\"MICROBIO 305\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"4240044c-e8e4-3b96-9eec-42a2747f5a53\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"MICROBIO 305\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"4240044c-e8e4-3b96-9eec-42a2747f5a53\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"MICROBIO 305\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"4240044c-e8e4-3b96-9eec-42a2747f5a53\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 4.00 GPA, 100.0% A/AB (n=35 letter grades); Fall 2025: 3.89 GPA, 97.5% A/AB (n=40 letter grades); Spring 2026: 4.00 GPA, 100.0% A/AB (n=30 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"MICROBIO 305\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4240044c-e8e4-3b96-9eec-42a2747f5a53\",\"source_record\":{\"entity_id\":\"4240044c-e8e4-3b96-9eec-42a2747f5a53\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"MICROBIO 305\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4240044c-e8e4-3b96-9eec-42a2747f5a53\",\"source_record\":{\"entity_id\":\"4240044c-e8e4-3b96-9eec-42a2747f5a53\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"},{\"course_id\":\"MICROBIO 305\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"4240044c-e8e4-3b96-9eec-42a2747f5a53\",\"source_record\":{\"entity_id\":\"4240044c-e8e4-3b96-9eec-42a2747f5a53\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"FEDERICO REY is recorded teaching in Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"}],\"term_id\":\"1272\",\"term_name\":\"2026 Fall\",\"version\":2}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false}]