[{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_afbe10c085fb46963211903a","course_id":"MEDPHYS/PHYSICS 265","catalog_version_id":"ec6d99bcc7b45b7adbcbb57c3d01e311e24a624db9bda24244c376361256c77b","record_version_id":"eab73d332571e1ce76efc01046ae9b293e3e86d1c0a48f0f4daf67d372f728d4","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"e767570da8d22b5a455460e8cfa6c30cf1f0471ed3553846ad093b37d1d8b91f","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"c104\",\"c202\",\"c208\",\"c248\"],\"condition\":null,\"course\":null,\"evidence\":\"PHYSICS 104,202,208, or248\",\"id\":\"root_any\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":104,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"PHYSICS 104\",\"id\":\"c104\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":202,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"202\",\"id\":\"c202\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":208,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"208\",\"id\":\"c208\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":248,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"or248\",\"id\":\"c248\",\"kind\":\"course\"}],\"notes\":[\"Missing spaces around 'or' preserved from source text.\"],\"root\":\"root_any\",\"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_afbe10c085fb46963211903a","course_id":"MEDPHYS/PHYSICS 265","catalog_version_id":"ec6d99bcc7b45b7adbcbb57c3d01e311e24a624db9bda24244c376361256c77b","record_version_id":"eab73d332571e1ce76efc01046ae9b293e3e86d1c0a48f0f4daf67d372f728d4","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"e767570da8d22b5a455460e8cfa6c30cf1f0471ed3553846ad093b37d1d8b91f","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[],\"assumed_background\":[],\"search_phrases\":[\"medical physics survey\",\"biomechanics and physiology\",\"ultrasound and hearing\",\"ionizing radiation therapy\",\"radiobiology principles\",\"nuclear medicine imaging\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"MEDPHYS/PHYSICS 265\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Apply physics concepts, such as force, energy, and pressure, to the study of human physiology\",\"source_url\":\"https://guide.wisc.edu/courses/med_phys/\"}],\"text\":\"Applying physics concepts like force, energy, and pressure to human physiology\"},{\"evidence\":[{\"course_id\":\"MEDPHYS/PHYSICS 265\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Describe the relevance of physics concepts to the etiology of major disease, such as heart failure, sudden cardiac death, obstructive lung disease, and nerve conduction disorders\",\"source_url\":\"https://guide.wisc.edu/courses/med_phys/\"}],\"text\":\"Describing how physics concepts relate to the etiology of major diseases\"},{\"evidence\":[{\"course_id\":\"MEDPHYS/PHYSICS 265\",\"field\":\"official_learning_outcomes\",\"outcome_index\":2,\"quote\":\"Explain the principles of medical imaging based on x-rays, gamma rays, sound, and other physical phenomena\",\"source_url\":\"https://guide.wisc.edu/courses/med_phys/\"}],\"text\":\"Explaining principles of medical imaging using x-rays, gamma rays, and sound\"},{\"evidence\":[{\"course_id\":\"MEDPHYS/PHYSICS 265\",\"field\":\"official_learning_outcomes\",\"outcome_index\":3,\"quote\":\"Understand the principles of radiobiology that underlie radiation sickness and radiation therapy\",\"source_url\":\"https://guide.wisc.edu/courses/med_phys/\"}],\"text\":\"Understanding radiobiology principles underlying radiation sickness and therapy\"}],\"summary\":{\"evidence\":[{\"course_id\":\"MEDPHYS/PHYSICS 265\",\"field\":\"description\",\"quote\":\"A general interest survey that introduces the principles and applications of medical physics.\",\"source_url\":\"https://guide.wisc.edu/courses/med_phys/\"},{\"course_id\":\"MEDPHYS/PHYSICS 265\",\"field\":\"title\",\"quote\":\"INTRODUCTION TO MEDICAL PHYSICS\",\"source_url\":\"https://guide.wisc.edu/courses/med_phys/\"}],\"text\":\"A general interest survey introducing the principles and applications of medical physics, covering biomechanics, ultrasound, optics, ionizing radiation, radiobiology, and nuclear medicine.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"MEDPHYS/PHYSICS 265\",\"field\":\"description\",\"quote\":\"Topics include biomechanics, energy usage and temperature regulation, pressure, sound and hearing, ultrasound, electricity in the body, optics and the eye, ionizing radiation in diagnosis and therapy, radiobiology, and nuclear medicine.\",\"source_url\":\"https://guide.wisc.edu/courses/med_phys/\"}],\"text\":\"Biomechanics, energy usage, temperature regulation, and pressure\"},{\"evidence\":[{\"course_id\":\"MEDPHYS/PHYSICS 265\",\"field\":\"description\",\"quote\":\"Topics include biomechanics, energy usage and temperature regulation, pressure, sound and hearing, ultrasound, electricity in the body, optics and the eye, ionizing radiation in diagnosis and therapy, radiobiology, and nuclear medicine.\",\"source_url\":\"https://guide.wisc.edu/courses/med_phys/\"}],\"text\":\"Sound, hearing, ultrasound, and electricity in the body\"},{\"evidence\":[{\"course_id\":\"MEDPHYS/PHYSICS 265\",\"field\":\"description\",\"quote\":\"Topics include biomechanics, energy usage and temperature regulation, pressure, sound and hearing, ultrasound, electricity in the body, optics and the eye, ionizing radiation in diagnosis and therapy, radiobiology, and nuclear medicine.\",\"source_url\":\"https://guide.wisc.edu/courses/med_phys/\"}],\"text\":\"Optics, the eye, and ionizing radiation in diagnosis and therapy\"},{\"evidence\":[{\"course_id\":\"MEDPHYS/PHYSICS 265\",\"field\":\"description\",\"quote\":\"Topics include biomechanics, energy usage and temperature regulation, pressure, sound and hearing, ultrasound, electricity in the body, optics and the eye, ionizing radiation in diagnosis and therapy, radiobiology, and nuclear medicine.\",\"source_url\":\"https://guide.wisc.edu/courses/med_phys/\"}],\"text\":\"Radiobiology and nuclear 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_afbe10c085fb46963211903a","course_id":"MEDPHYS/PHYSICS 265","catalog_version_id":"ec6d99bcc7b45b7adbcbb57c3d01e311e24a624db9bda24244c376361256c77b","record_version_id":"eab73d332571e1ce76efc01046ae9b293e3e86d1c0a48f0f4daf67d372f728d4","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"e767570da8d22b5a455460e8cfa6c30cf1f0471ed3553846ad093b37d1d8b91f","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_afbe10c085fb46963211903a","course_id":"MEDPHYS/PHYSICS 265","catalog_version_id":"ec6d99bcc7b45b7adbcbb57c3d01e311e24a624db9bda24244c376361256c77b","record_version_id":"eab73d332571e1ce76efc01046ae9b293e3e86d1c0a48f0f4daf67d372f728d4","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"e767570da8d22b5a455460e8cfa6c30cf1f0471ed3553846ad093b37d1d8b91f","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"b271fecd6914e711a68f1eed78c1d97272c98f8e242fd2baeb68086f4ed8cd7d\",\"course_id\":\"MEDPHYS/PHYSICS 265\",\"current_instructors\":[{\"instructor_uid\":\"instructor_ec46af454770afa4cc3a8103\",\"message\":\"No course-specific reviews available\",\"name\":\"Ronald Wakai\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[{\"citations\":[{\"course_id\":\"MEDPHYS/PHYSICS 265\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"05997dcc-7451-314b-b917-6b5bb58f2e9c\",\"source_record\":{\"entity_id\":\"05997dcc-7451-314b-b917-6b5bb58f2e9c\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"MEDPHYS/PHYSICS 265\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"05997dcc-7451-314b-b917-6b5bb58f2e9c\",\"source_record\":{\"entity_id\":\"05997dcc-7451-314b-b917-6b5bb58f2e9c\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"MEDPHYS/PHYSICS 265\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"05997dcc-7451-314b-b917-6b5bb58f2e9c\",\"source_record\":{\"entity_id\":\"05997dcc-7451-314b-b917-6b5bb58f2e9c\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2024: 3.45 GPA, 60.0% A/AB (n=10 letter grades); Spring 2025: 3.40 GPA, 60.0% A/AB (n=20 letter grades); Spring 2026: 3.45 GPA, 55.0% A/AB (n=20 letter grades).\"}]}],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":true,\"profile_hash\":\"3f5110430805ccdd533c0c072df62d68a8a5f5441c4530bbdb15d419a199a09c\",\"quick_take\":[{\"citations\":[{\"course_id\":\"MEDPHYS/PHYSICS 265\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"05997dcc-7451-314b-b917-6b5bb58f2e9c\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"MEDPHYS/PHYSICS 265\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"05997dcc-7451-314b-b917-6b5bb58f2e9c\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"MEDPHYS/PHYSICS 265\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"05997dcc-7451-314b-b917-6b5bb58f2e9c\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2024: 3.45 GPA, 60.0% A/AB (n=10 letter grades); Spring 2025: 3.40 GPA, 60.0% A/AB (n=20 letter grades); Spring 2026: 3.45 GPA, 55.0% A/AB (n=20 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"9dea82ef7f2113a5605c1c6030c4f9b19967eb742cc93a78268fb92357d29f5c\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"MEDPHYS/PHYSICS 265\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"05997dcc-7451-314b-b917-6b5bb58f2e9c\",\"source_record\":{\"entity_id\":\"05997dcc-7451-314b-b917-6b5bb58f2e9c\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1074\",\"type\":\"grade\"},{\"course_id\":\"MEDPHYS/PHYSICS 265\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"05997dcc-7451-314b-b917-6b5bb58f2e9c\",\"source_record\":{\"entity_id\":\"05997dcc-7451-314b-b917-6b5bb58f2e9c\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1084\",\"type\":\"grade\"},{\"course_id\":\"MEDPHYS/PHYSICS 265\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"05997dcc-7451-314b-b917-6b5bb58f2e9c\",\"source_record\":{\"entity_id\":\"05997dcc-7451-314b-b917-6b5bb58f2e9c\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1094\",\"type\":\"grade\"},{\"course_id\":\"MEDPHYS/PHYSICS 265\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"05997dcc-7451-314b-b917-6b5bb58f2e9c\",\"source_record\":{\"entity_id\":\"05997dcc-7451-314b-b917-6b5bb58f2e9c\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1104\",\"type\":\"grade\"},{\"course_id\":\"MEDPHYS/PHYSICS 265\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"05997dcc-7451-314b-b917-6b5bb58f2e9c\",\"source_record\":{\"entity_id\":\"05997dcc-7451-314b-b917-6b5bb58f2e9c\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1114\",\"type\":\"grade\"},{\"course_id\":\"MEDPHYS/PHYSICS 265\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"05997dcc-7451-314b-b917-6b5bb58f2e9c\",\"source_record\":{\"entity_id\":\"05997dcc-7451-314b-b917-6b5bb58f2e9c\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1124\",\"type\":\"grade\"},{\"course_id\":\"MEDPHYS/PHYSICS 265\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"05997dcc-7451-314b-b917-6b5bb58f2e9c\",\"source_record\":{\"entity_id\":\"05997dcc-7451-314b-b917-6b5bb58f2e9c\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1134\",\"type\":\"grade\"},{\"course_id\":\"MEDPHYS/PHYSICS 265\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"05997dcc-7451-314b-b917-6b5bb58f2e9c\",\"source_record\":{\"entity_id\":\"05997dcc-7451-314b-b917-6b5bb58f2e9c\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1144\",\"type\":\"grade\"},{\"course_id\":\"MEDPHYS/PHYSICS 265\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"05997dcc-7451-314b-b917-6b5bb58f2e9c\",\"source_record\":{\"entity_id\":\"05997dcc-7451-314b-b917-6b5bb58f2e9c\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1154\",\"type\":\"grade\"},{\"course_id\":\"MEDPHYS/PHYSICS 265\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"05997dcc-7451-314b-b917-6b5bb58f2e9c\",\"source_record\":{\"entity_id\":\"05997dcc-7451-314b-b917-6b5bb58f2e9c\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"MEDPHYS/PHYSICS 265\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"05997dcc-7451-314b-b917-6b5bb58f2e9c\",\"source_record\":{\"entity_id\":\"05997dcc-7451-314b-b917-6b5bb58f2e9c\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"},{\"course_id\":\"MEDPHYS/PHYSICS 265\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"05997dcc-7451-314b-b917-6b5bb58f2e9c\",\"source_record\":{\"entity_id\":\"05997dcc-7451-314b-b917-6b5bb58f2e9c\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"},{\"course_id\":\"MEDPHYS/PHYSICS 265\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"05997dcc-7451-314b-b917-6b5bb58f2e9c\",\"source_record\":{\"entity_id\":\"05997dcc-7451-314b-b917-6b5bb58f2e9c\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"},{\"course_id\":\"MEDPHYS/PHYSICS 265\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"05997dcc-7451-314b-b917-6b5bb58f2e9c\",\"source_record\":{\"entity_id\":\"05997dcc-7451-314b-b917-6b5bb58f2e9c\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"MEDPHYS/PHYSICS 265\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"05997dcc-7451-314b-b917-6b5bb58f2e9c\",\"source_record\":{\"entity_id\":\"05997dcc-7451-314b-b917-6b5bb58f2e9c\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"MEDPHYS/PHYSICS 265\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"05997dcc-7451-314b-b917-6b5bb58f2e9c\",\"source_record\":{\"entity_id\":\"05997dcc-7451-314b-b917-6b5bb58f2e9c\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"MEDPHYS/PHYSICS 265\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"05997dcc-7451-314b-b917-6b5bb58f2e9c\",\"source_record\":{\"entity_id\":\"05997dcc-7451-314b-b917-6b5bb58f2e9c\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"MEDPHYS/PHYSICS 265\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"05997dcc-7451-314b-b917-6b5bb58f2e9c\",\"source_record\":{\"entity_id\":\"05997dcc-7451-314b-b917-6b5bb58f2e9c\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"MEDPHYS/PHYSICS 265\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"05997dcc-7451-314b-b917-6b5bb58f2e9c\",\"source_record\":{\"entity_id\":\"05997dcc-7451-314b-b917-6b5bb58f2e9c\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"RONALD WAKAI is recorded teaching in Spring 2007, Spring 2008, Spring 2009, Spring 2010, Spring 2011, Spring 2012, Spring 2013, Spring 2014, Spring 2015, Spring 2016, Spring 2017, Spring 2018, Spring 2019, Spring 2020, Spring 2022, Spring 2023, Spring 2024, Spring 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_afbe10c085fb46963211903a","course_id":"MEDPHYS/PHYSICS 265","catalog_version_id":"b9a7989d46e0b81b649d11ab08f7c4456da9f379d00c0db64b6a4034f0de0a96","record_version_id":"fd1309c1c79313df55d9ab7c5d1ec886387dd7ae1aeb0c83e9cd3010d22309da","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"cc63b6cb4a16b916be62dfe53b365189375a98144727c10c38f9493963ea3100","section":"requirements","status":"invalid","value_json":null,"candidate_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\",\"n3\",\"n4\"],\"condition\":null,\"course\":null,\"evidence\":\"PHYSICS 104,202,208, or248\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":104,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"PHYSICS 104\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":202,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"PHYSICS 202\",\"id\":\"n2\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":208,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"PHYSICS 208\",\"id\":\"n3\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":248,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"PHYSICS 248\",\"id\":\"n4\",\"kind\":\"course\"}],\"notes\":[],\"root\":\"n0\",\"status\":\"parsed\"}","error":"Node n2: evidence 'PHYSICS 202' must quote an exact source substring.\nNode n3: evidence 'PHYSICS 208' must quote an exact source substring.\nNode n4: evidence 'PHYSICS 248' must quote an exact source substring.","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_afbe10c085fb46963211903a","course_id":"MEDPHYS/PHYSICS 265","catalog_version_id":"b9a7989d46e0b81b649d11ab08f7c4456da9f379d00c0db64b6a4034f0de0a96","record_version_id":"fd1309c1c79313df55d9ab7c5d1ec886387dd7ae1aeb0c83e9cd3010d22309da","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"cc63b6cb4a16b916be62dfe53b365189375a98144727c10c38f9493963ea3100","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"PHYSICS 104\",\"field\":\"description\",\"quote\":\"Principles of electricity and magnetism, light, optics, and modern physics\"},{\"course_id\":\"PHYSICS 202\",\"field\":\"description\",\"quote\":\"Calculus-based introduction to physics intended for engineering students. Electricity, magnetism, light, and sound\"},{\"course_id\":\"PHYSICS 208\",\"field\":\"description\",\"quote\":\"calculus-based introduction to physics intended for students majoring in biological sciences. Electricity, magnetism, light, and modern physics\"},{\"course_id\":\"PHYSICS 248\",\"field\":\"description\",\"quote\":\"Electromagnetism, circuits, optics, additional topics in modern physics; with computation\"}],\"text\":\"Calculus-based physics covering electricity, magnetism, optics, and modern physics principles.\"}],\"search_phrases\":[\"medical physics survey\",\"biomechanics medical applications\",\"ionizing radiation diagnosis therapy\",\"nuclear medicine introduction\",\"ultrasound physics\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"MEDPHYS/PHYSICS 265\",\"field\":\"description\",\"quote\":\"introduces the principles and applications of medical physics\"}],\"text\":\"Understanding principles and applications of medical physics.\"},{\"evidence\":[{\"course_id\":\"MEDPHYS/PHYSICS 265\",\"field\":\"description\",\"quote\":\"Topics include biomechanics, energy usage and temperature regulation, pressure, sound and hearing, ultrasound, electricity in the body, optics and the eye, ionizing radiation in diagnosis and therapy, radiobiology, and nuclear medicine\"}],\"text\":\"Knowledge of specific medical physics topics including biomechanics, radiation, and imaging.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"MEDPHYS/PHYSICS 265\",\"field\":\"title\",\"quote\":\"INTRODUCTION TO MEDICAL PHYSICS\"},{\"course_id\":\"MEDPHYS/PHYSICS 265\",\"field\":\"description\",\"quote\":\"A general interest survey that introduces the principles and applications of medical physics\"}],\"text\":\"Introduction to Medical Physics is a general interest survey covering principles and applications in medical physics.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"MEDPHYS/PHYSICS 265\",\"field\":\"description\",\"quote\":\"biomechanics, energy usage and temperature regulation, pressure, sound and hearing, ultrasound, electricity in the body, optics and the eye, ionizing radiation in diagnosis and therapy, radiobiology, and nuclear medicine\"}],\"text\":\"Biomechanics, thermoregulation, acoustics, ultrasound, bioelectricity, optics, radiation, radiobiology, and nuclear 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_afbe10c085fb46963211903a","course_id":"MEDPHYS/PHYSICS 265","catalog_version_id":"b9a7989d46e0b81b649d11ab08f7c4456da9f379d00c0db64b6a4034f0de0a96","record_version_id":"fd1309c1c79313df55d9ab7c5d1ec886387dd7ae1aeb0c83e9cd3010d22309da","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"cc63b6cb4a16b916be62dfe53b365189375a98144727c10c38f9493963ea3100","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_afbe10c085fb46963211903a","course_id":"MEDPHYS/PHYSICS 265","catalog_version_id":"b9a7989d46e0b81b649d11ab08f7c4456da9f379d00c0db64b6a4034f0de0a96","record_version_id":"fd1309c1c79313df55d9ab7c5d1ec886387dd7ae1aeb0c83e9cd3010d22309da","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"3c5b048ae3de1c214c89a4bd99c76124c6cfebc372caa0fd6f7041609b2acb81","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\",\"n3\",\"n4\"],\"condition\":null,\"course\":null,\"evidence\":\"PHYSICS 104,202,208, or248\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":104,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"PHYSICS 104\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":202,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"202\",\"id\":\"n2\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":208,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"208\",\"id\":\"n3\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":248,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"248\",\"id\":\"n4\",\"kind\":\"course\"}],\"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_afbe10c085fb46963211903a","course_id":"MEDPHYS/PHYSICS 265","catalog_version_id":"b9a7989d46e0b81b649d11ab08f7c4456da9f379d00c0db64b6a4034f0de0a96","record_version_id":"fd1309c1c79313df55d9ab7c5d1ec886387dd7ae1aeb0c83e9cd3010d22309da","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"3c5b048ae3de1c214c89a4bd99c76124c6cfebc372caa0fd6f7041609b2acb81","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"PHYSICS 104\",\"field\":\"description\",\"quote\":\"Principles of electricity and magnetism, light, optics, and modern physics\"},{\"course_id\":\"PHYSICS 202\",\"field\":\"description\",\"quote\":\"Calculus-based introduction to physics intended for engineering students. Electricity, magnetism, light, and sound\"},{\"course_id\":\"PHYSICS 208\",\"field\":\"description\",\"quote\":\"calculus-based introduction to physics intended for students majoring in biological sciences. Electricity, magnetism, light, and modern physics\"},{\"course_id\":\"PHYSICS 248\",\"field\":\"description\",\"quote\":\"Electromagnetism, circuits, optics, additional topics in modern physics; with computation\"}],\"text\":\"Calculus-based physics covering electricity, magnetism, optics, and modern physics principles.\"}],\"search_phrases\":[\"medical physics survey\",\"biomechanics medical applications\",\"ionizing radiation diagnosis therapy\",\"nuclear medicine introduction\",\"ultrasound physics\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"MEDPHYS/PHYSICS 265\",\"field\":\"description\",\"quote\":\"introduces the principles and applications of medical physics\"}],\"text\":\"Understanding principles and applications of medical physics.\"},{\"evidence\":[{\"course_id\":\"MEDPHYS/PHYSICS 265\",\"field\":\"description\",\"quote\":\"Topics include biomechanics, energy usage and temperature regulation, pressure, sound and hearing, ultrasound, electricity in the body, optics and the eye, ionizing radiation in diagnosis and therapy, radiobiology, and nuclear medicine\"}],\"text\":\"Knowledge of specific medical physics topics including biomechanics, radiation, and imaging.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"MEDPHYS/PHYSICS 265\",\"field\":\"title\",\"quote\":\"INTRODUCTION TO MEDICAL PHYSICS\"},{\"course_id\":\"MEDPHYS/PHYSICS 265\",\"field\":\"description\",\"quote\":\"A general interest survey that introduces the principles and applications of medical physics\"}],\"text\":\"Introduction to Medical Physics is a general interest survey covering principles and applications in medical physics.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"MEDPHYS/PHYSICS 265\",\"field\":\"description\",\"quote\":\"biomechanics, energy usage and temperature regulation, pressure, sound and hearing, ultrasound, electricity in the body, optics and the eye, ionizing radiation in diagnosis and therapy, radiobiology, and nuclear medicine\"}],\"text\":\"Biomechanics, thermoregulation, acoustics, ultrasound, bioelectricity, optics, radiation, radiobiology, and nuclear 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_afbe10c085fb46963211903a","course_id":"MEDPHYS/PHYSICS 265","catalog_version_id":"b9a7989d46e0b81b649d11ab08f7c4456da9f379d00c0db64b6a4034f0de0a96","record_version_id":"fd1309c1c79313df55d9ab7c5d1ec886387dd7ae1aeb0c83e9cd3010d22309da","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"3c5b048ae3de1c214c89a4bd99c76124c6cfebc372caa0fd6f7041609b2acb81","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_afbe10c085fb46963211903a","course_id":"MEDPHYS/PHYSICS 265","catalog_version_id":"ec6d99bcc7b45b7adbcbb57c3d01e311e24a624db9bda24244c376361256c77b","record_version_id":"eab73d332571e1ce76efc01046ae9b293e3e86d1c0a48f0f4daf67d372f728d4","job_id":"enrich-6556a505c10f448d98d02466","output_id":"502aeb8ccb46d992f8f27a7b5fcbf567413aedc9b14493e67d73decb4f939a44","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"c104\",\"c202\",\"c208\",\"c248\"],\"condition\":null,\"course\":null,\"evidence\":\"PHYSICS 104,202,208, or248\",\"id\":\"root_any\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":104,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"PHYSICS 104\",\"id\":\"c104\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":202,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"202\",\"id\":\"c202\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":208,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"208\",\"id\":\"c208\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":248,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"or248\",\"id\":\"c248\",\"kind\":\"course\"}],\"notes\":[\"Missing spaces around 'or' preserved from source text.\"],\"root\":\"root_any\",\"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_afbe10c085fb46963211903a","course_id":"MEDPHYS/PHYSICS 265","catalog_version_id":"ec6d99bcc7b45b7adbcbb57c3d01e311e24a624db9bda24244c376361256c77b","record_version_id":"eab73d332571e1ce76efc01046ae9b293e3e86d1c0a48f0f4daf67d372f728d4","job_id":"enrich-6556a505c10f448d98d02466","output_id":"502aeb8ccb46d992f8f27a7b5fcbf567413aedc9b14493e67d73decb4f939a44","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[],\"assumed_background\":[],\"search_phrases\":[\"medical physics survey\",\"biomechanics and physiology\",\"ultrasound and hearing\",\"ionizing radiation therapy\",\"radiobiology principles\",\"nuclear medicine imaging\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"MEDPHYS/PHYSICS 265\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Apply physics concepts, such as force, energy, and pressure, to the study of human physiology\",\"source_url\":\"https://guide.wisc.edu/courses/med_phys/\"}],\"text\":\"Applying physics concepts like force, energy, and pressure to human physiology\"},{\"evidence\":[{\"course_id\":\"MEDPHYS/PHYSICS 265\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Describe the relevance of physics concepts to the etiology of major disease, such as heart failure, sudden cardiac death, obstructive lung disease, and nerve conduction disorders\",\"source_url\":\"https://guide.wisc.edu/courses/med_phys/\"}],\"text\":\"Describing how physics concepts relate to the etiology of major diseases\"},{\"evidence\":[{\"course_id\":\"MEDPHYS/PHYSICS 265\",\"field\":\"official_learning_outcomes\",\"outcome_index\":2,\"quote\":\"Explain the principles of medical imaging based on x-rays, gamma rays, sound, and other physical phenomena\",\"source_url\":\"https://guide.wisc.edu/courses/med_phys/\"}],\"text\":\"Explaining principles of medical imaging using x-rays, gamma rays, and sound\"},{\"evidence\":[{\"course_id\":\"MEDPHYS/PHYSICS 265\",\"field\":\"official_learning_outcomes\",\"outcome_index\":3,\"quote\":\"Understand the principles of radiobiology that underlie radiation sickness and radiation therapy\",\"source_url\":\"https://guide.wisc.edu/courses/med_phys/\"}],\"text\":\"Understanding radiobiology principles underlying radiation sickness and therapy\"}],\"summary\":{\"evidence\":[{\"course_id\":\"MEDPHYS/PHYSICS 265\",\"field\":\"description\",\"quote\":\"A general interest survey that introduces the principles and applications of medical physics.\",\"source_url\":\"https://guide.wisc.edu/courses/med_phys/\"},{\"course_id\":\"MEDPHYS/PHYSICS 265\",\"field\":\"title\",\"quote\":\"INTRODUCTION TO MEDICAL PHYSICS\",\"source_url\":\"https://guide.wisc.edu/courses/med_phys/\"}],\"text\":\"A general interest survey introducing the principles and applications of medical physics, covering biomechanics, ultrasound, optics, ionizing radiation, radiobiology, and nuclear medicine.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"MEDPHYS/PHYSICS 265\",\"field\":\"description\",\"quote\":\"Topics include biomechanics, energy usage and temperature regulation, pressure, sound and hearing, ultrasound, electricity in the body, optics and the eye, ionizing radiation in diagnosis and therapy, radiobiology, and nuclear medicine.\",\"source_url\":\"https://guide.wisc.edu/courses/med_phys/\"}],\"text\":\"Biomechanics, energy usage, temperature regulation, and pressure\"},{\"evidence\":[{\"course_id\":\"MEDPHYS/PHYSICS 265\",\"field\":\"description\",\"quote\":\"Topics include biomechanics, energy usage and temperature regulation, pressure, sound and hearing, ultrasound, electricity in the body, optics and the eye, ionizing radiation in diagnosis and therapy, radiobiology, and nuclear medicine.\",\"source_url\":\"https://guide.wisc.edu/courses/med_phys/\"}],\"text\":\"Sound, hearing, ultrasound, and electricity in the body\"},{\"evidence\":[{\"course_id\":\"MEDPHYS/PHYSICS 265\",\"field\":\"description\",\"quote\":\"Topics include biomechanics, energy usage and temperature regulation, pressure, sound and hearing, ultrasound, electricity in the body, optics and the eye, ionizing radiation in diagnosis and therapy, radiobiology, and nuclear medicine.\",\"source_url\":\"https://guide.wisc.edu/courses/med_phys/\"}],\"text\":\"Optics, the eye, and ionizing radiation in diagnosis and therapy\"},{\"evidence\":[{\"course_id\":\"MEDPHYS/PHYSICS 265\",\"field\":\"description\",\"quote\":\"Topics include biomechanics, energy usage and temperature regulation, pressure, sound and hearing, ultrasound, electricity in the body, optics and the eye, ionizing radiation in diagnosis and therapy, radiobiology, and nuclear medicine.\",\"source_url\":\"https://guide.wisc.edu/courses/med_phys/\"}],\"text\":\"Radiobiology and nuclear 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_afbe10c085fb46963211903a","course_id":"MEDPHYS/PHYSICS 265","catalog_version_id":"ec6d99bcc7b45b7adbcbb57c3d01e311e24a624db9bda24244c376361256c77b","record_version_id":"eab73d332571e1ce76efc01046ae9b293e3e86d1c0a48f0f4daf67d372f728d4","job_id":"enrich-6556a505c10f448d98d02466","output_id":"502aeb8ccb46d992f8f27a7b5fcbf567413aedc9b14493e67d73decb4f939a44","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":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_afbe10c085fb46963211903a","course_id":"MEDPHYS/PHYSICS 265","catalog_version_id":"b9a7989d46e0b81b649d11ab08f7c4456da9f379d00c0db64b6a4034f0de0a96","record_version_id":"fd1309c1c79313df55d9ab7c5d1ec886387dd7ae1aeb0c83e9cd3010d22309da","job_id":"enrich-789789da373eecc1ff75f626","output_id":"704773e67300a0bca7c6077bc41a31c91397ae50d7dd6718b19a1161db05ef15","section":"requirements","status":"invalid","value_json":null,"candidate_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\",\"n3\",\"n4\"],\"condition\":null,\"course\":null,\"evidence\":\"PHYSICS 104,202,208, or248\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":104,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"PHYSICS 104\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":202,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"PHYSICS 202\",\"id\":\"n2\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":208,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"PHYSICS 208\",\"id\":\"n3\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":248,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"PHYSICS 248\",\"id\":\"n4\",\"kind\":\"course\"}],\"notes\":[],\"root\":\"n0\",\"status\":\"parsed\"}","error":"Node n2: evidence 'PHYSICS 202' must quote an exact source substring.\nNode n3: evidence 'PHYSICS 208' must quote an exact source substring.\nNode n4: evidence 'PHYSICS 248' must quote an exact source substring.","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_afbe10c085fb46963211903a","course_id":"MEDPHYS/PHYSICS 265","catalog_version_id":"b9a7989d46e0b81b649d11ab08f7c4456da9f379d00c0db64b6a4034f0de0a96","record_version_id":"fd1309c1c79313df55d9ab7c5d1ec886387dd7ae1aeb0c83e9cd3010d22309da","job_id":"enrich-789789da373eecc1ff75f626","output_id":"704773e67300a0bca7c6077bc41a31c91397ae50d7dd6718b19a1161db05ef15","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"PHYSICS 104\",\"field\":\"description\",\"quote\":\"Principles of electricity and magnetism, light, optics, and modern physics\"},{\"course_id\":\"PHYSICS 202\",\"field\":\"description\",\"quote\":\"Calculus-based introduction to physics intended for engineering students. Electricity, magnetism, light, and sound\"},{\"course_id\":\"PHYSICS 208\",\"field\":\"description\",\"quote\":\"calculus-based introduction to physics intended for students majoring in biological sciences. Electricity, magnetism, light, and modern physics\"},{\"course_id\":\"PHYSICS 248\",\"field\":\"description\",\"quote\":\"Electromagnetism, circuits, optics, additional topics in modern physics; with computation\"}],\"text\":\"Calculus-based physics covering electricity, magnetism, optics, and modern physics principles.\"}],\"search_phrases\":[\"medical physics survey\",\"biomechanics medical applications\",\"ionizing radiation diagnosis therapy\",\"nuclear medicine introduction\",\"ultrasound physics\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"MEDPHYS/PHYSICS 265\",\"field\":\"description\",\"quote\":\"introduces the principles and applications of medical physics\"}],\"text\":\"Understanding principles and applications of medical physics.\"},{\"evidence\":[{\"course_id\":\"MEDPHYS/PHYSICS 265\",\"field\":\"description\",\"quote\":\"Topics include biomechanics, energy usage and temperature regulation, pressure, sound and hearing, ultrasound, electricity in the body, optics and the eye, ionizing radiation in diagnosis and therapy, radiobiology, and nuclear medicine\"}],\"text\":\"Knowledge of specific medical physics topics including biomechanics, radiation, and imaging.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"MEDPHYS/PHYSICS 265\",\"field\":\"title\",\"quote\":\"INTRODUCTION TO MEDICAL PHYSICS\"},{\"course_id\":\"MEDPHYS/PHYSICS 265\",\"field\":\"description\",\"quote\":\"A general interest survey that introduces the principles and applications of medical physics\"}],\"text\":\"Introduction to Medical Physics is a general interest survey covering principles and applications in medical physics.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"MEDPHYS/PHYSICS 265\",\"field\":\"description\",\"quote\":\"biomechanics, energy usage and temperature regulation, pressure, sound and hearing, ultrasound, electricity in the body, optics and the eye, ionizing radiation in diagnosis and therapy, radiobiology, and nuclear medicine\"}],\"text\":\"Biomechanics, thermoregulation, acoustics, ultrasound, bioelectricity, optics, radiation, radiobiology, and nuclear 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_afbe10c085fb46963211903a","course_id":"MEDPHYS/PHYSICS 265","catalog_version_id":"b9a7989d46e0b81b649d11ab08f7c4456da9f379d00c0db64b6a4034f0de0a96","record_version_id":"fd1309c1c79313df55d9ab7c5d1ec886387dd7ae1aeb0c83e9cd3010d22309da","job_id":"enrich-789789da373eecc1ff75f626","output_id":"704773e67300a0bca7c6077bc41a31c91397ae50d7dd6718b19a1161db05ef15","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_afbe10c085fb46963211903a","course_id":"MEDPHYS/PHYSICS 265","catalog_version_id":"b9a7989d46e0b81b649d11ab08f7c4456da9f379d00c0db64b6a4034f0de0a96","record_version_id":"fd1309c1c79313df55d9ab7c5d1ec886387dd7ae1aeb0c83e9cd3010d22309da","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"17c36da58b997b505698bebb597720e91ac199bdbb2c0aa390833e45e92d6c2e","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\",\"n3\",\"n4\"],\"condition\":null,\"course\":null,\"evidence\":\"PHYSICS 104,202,208, or248\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":104,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"PHYSICS 104\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":202,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"202\",\"id\":\"n2\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":208,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"208\",\"id\":\"n3\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":248,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"248\",\"id\":\"n4\",\"kind\":\"course\"}],\"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_afbe10c085fb46963211903a","course_id":"MEDPHYS/PHYSICS 265","catalog_version_id":"b9a7989d46e0b81b649d11ab08f7c4456da9f379d00c0db64b6a4034f0de0a96","record_version_id":"fd1309c1c79313df55d9ab7c5d1ec886387dd7ae1aeb0c83e9cd3010d22309da","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"17c36da58b997b505698bebb597720e91ac199bdbb2c0aa390833e45e92d6c2e","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"PHYSICS 104\",\"field\":\"description\",\"quote\":\"Principles of electricity and magnetism, light, optics, and modern physics\"},{\"course_id\":\"PHYSICS 202\",\"field\":\"description\",\"quote\":\"Calculus-based introduction to physics intended for engineering students. Electricity, magnetism, light, and sound\"},{\"course_id\":\"PHYSICS 208\",\"field\":\"description\",\"quote\":\"calculus-based introduction to physics intended for students majoring in biological sciences. Electricity, magnetism, light, and modern physics\"},{\"course_id\":\"PHYSICS 248\",\"field\":\"description\",\"quote\":\"Electromagnetism, circuits, optics, additional topics in modern physics; with computation\"}],\"text\":\"Calculus-based physics covering electricity, magnetism, optics, and modern physics principles.\"}],\"search_phrases\":[\"medical physics survey\",\"biomechanics medical applications\",\"ionizing radiation diagnosis therapy\",\"nuclear medicine introduction\",\"ultrasound physics\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"MEDPHYS/PHYSICS 265\",\"field\":\"description\",\"quote\":\"introduces the principles and applications of medical physics\"}],\"text\":\"Understanding principles and applications of medical physics.\"},{\"evidence\":[{\"course_id\":\"MEDPHYS/PHYSICS 265\",\"field\":\"description\",\"quote\":\"Topics include biomechanics, energy usage and temperature regulation, pressure, sound and hearing, ultrasound, electricity in the body, optics and the eye, ionizing radiation in diagnosis and therapy, radiobiology, and nuclear medicine\"}],\"text\":\"Knowledge of specific medical physics topics including biomechanics, radiation, and imaging.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"MEDPHYS/PHYSICS 265\",\"field\":\"title\",\"quote\":\"INTRODUCTION TO MEDICAL PHYSICS\"},{\"course_id\":\"MEDPHYS/PHYSICS 265\",\"field\":\"description\",\"quote\":\"A general interest survey that introduces the principles and applications of medical physics\"}],\"text\":\"Introduction to Medical Physics is a general interest survey covering principles and applications in medical physics.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"MEDPHYS/PHYSICS 265\",\"field\":\"description\",\"quote\":\"biomechanics, energy usage and temperature regulation, pressure, sound and hearing, ultrasound, electricity in the body, optics and the eye, ionizing radiation in diagnosis and therapy, radiobiology, and nuclear medicine\"}],\"text\":\"Biomechanics, thermoregulation, acoustics, ultrasound, bioelectricity, optics, radiation, radiobiology, and nuclear 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_afbe10c085fb46963211903a","course_id":"MEDPHYS/PHYSICS 265","catalog_version_id":"b9a7989d46e0b81b649d11ab08f7c4456da9f379d00c0db64b6a4034f0de0a96","record_version_id":"fd1309c1c79313df55d9ab7c5d1ec886387dd7ae1aeb0c83e9cd3010d22309da","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"17c36da58b997b505698bebb597720e91ac199bdbb2c0aa390833e45e92d6c2e","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_afbe10c085fb46963211903a","course_id":"MEDPHYS/PHYSICS 265","catalog_version_id":"b9a7989d46e0b81b649d11ab08f7c4456da9f379d00c0db64b6a4034f0de0a96","record_version_id":"fd1309c1c79313df55d9ab7c5d1ec886387dd7ae1aeb0c83e9cd3010d22309da","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"17c36da58b997b505698bebb597720e91ac199bdbb2c0aa390833e45e92d6c2e","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"15d89a49052f9efce9e5d7add1d1a7a7b833a4b27d971df3a56a99fb707d42bc\",\"course_id\":\"MEDPHYS/PHYSICS 265\",\"current_instructors\":[],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":false,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"course_id\":\"MEDPHYS/PHYSICS 265\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"05997dcc-7451-314b-b917-6b5bb58f2e9c\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"MEDPHYS/PHYSICS 265\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"05997dcc-7451-314b-b917-6b5bb58f2e9c\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"MEDPHYS/PHYSICS 265\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"05997dcc-7451-314b-b917-6b5bb58f2e9c\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2024: 3.45 GPA, 60.0% A/AB (n=10 letter grades); Spring 2025: 3.40 GPA, 60.0% A/AB (n=20 letter grades); Spring 2026: 3.45 GPA, 55.0% A/AB (n=20 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[],\"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},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_afbe10c085fb46963211903a","course_id":"MEDPHYS/PHYSICS 265","catalog_version_id":"b9a7989d46e0b81b649d11ab08f7c4456da9f379d00c0db64b6a4034f0de0a96","record_version_id":"fd1309c1c79313df55d9ab7c5d1ec886387dd7ae1aeb0c83e9cd3010d22309da","job_id":"enrich-dab8f6acaa72f26086773521","output_id":"f159f459c515bddad4b53924210ca3c40c01bd05f0884de9496bc6a2817b5dfb","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\",\"n3\",\"n4\"],\"condition\":null,\"course\":null,\"evidence\":\"PHYSICS 104,202,208, or248\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":104,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"PHYSICS 104\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":202,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"202\",\"id\":\"n2\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":208,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"208\",\"id\":\"n3\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":248,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"248\",\"id\":\"n4\",\"kind\":\"course\"}],\"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_afbe10c085fb46963211903a","course_id":"MEDPHYS/PHYSICS 265","catalog_version_id":"b9a7989d46e0b81b649d11ab08f7c4456da9f379d00c0db64b6a4034f0de0a96","record_version_id":"fd1309c1c79313df55d9ab7c5d1ec886387dd7ae1aeb0c83e9cd3010d22309da","job_id":"enrich-dab8f6acaa72f26086773521","output_id":"f159f459c515bddad4b53924210ca3c40c01bd05f0884de9496bc6a2817b5dfb","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"PHYSICS 104\",\"field\":\"description\",\"quote\":\"Principles of electricity and magnetism, light, optics, and modern physics\"},{\"course_id\":\"PHYSICS 202\",\"field\":\"description\",\"quote\":\"Calculus-based introduction to physics intended for engineering students. Electricity, magnetism, light, and sound\"},{\"course_id\":\"PHYSICS 208\",\"field\":\"description\",\"quote\":\"calculus-based introduction to physics intended for students majoring in biological sciences. Electricity, magnetism, light, and modern physics\"},{\"course_id\":\"PHYSICS 248\",\"field\":\"description\",\"quote\":\"Electromagnetism, circuits, optics, additional topics in modern physics; with computation\"}],\"text\":\"Calculus-based physics covering electricity, magnetism, optics, and modern physics principles.\"}],\"search_phrases\":[\"medical physics survey\",\"biomechanics medical applications\",\"ionizing radiation diagnosis therapy\",\"nuclear medicine introduction\",\"ultrasound physics\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"MEDPHYS/PHYSICS 265\",\"field\":\"description\",\"quote\":\"introduces the principles and applications of medical physics\"}],\"text\":\"Understanding principles and applications of medical physics.\"},{\"evidence\":[{\"course_id\":\"MEDPHYS/PHYSICS 265\",\"field\":\"description\",\"quote\":\"Topics include biomechanics, energy usage and temperature regulation, pressure, sound and hearing, ultrasound, electricity in the body, optics and the eye, ionizing radiation in diagnosis and therapy, radiobiology, and nuclear medicine\"}],\"text\":\"Knowledge of specific medical physics topics including biomechanics, radiation, and imaging.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"MEDPHYS/PHYSICS 265\",\"field\":\"title\",\"quote\":\"INTRODUCTION TO MEDICAL PHYSICS\"},{\"course_id\":\"MEDPHYS/PHYSICS 265\",\"field\":\"description\",\"quote\":\"A general interest survey that introduces the principles and applications of medical physics\"}],\"text\":\"Introduction to Medical Physics is a general interest survey covering principles and applications in medical physics.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"MEDPHYS/PHYSICS 265\",\"field\":\"description\",\"quote\":\"biomechanics, energy usage and temperature regulation, pressure, sound and hearing, ultrasound, electricity in the body, optics and the eye, ionizing radiation in diagnosis and therapy, radiobiology, and nuclear medicine\"}],\"text\":\"Biomechanics, thermoregulation, acoustics, ultrasound, bioelectricity, optics, radiation, radiobiology, and nuclear 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_afbe10c085fb46963211903a","course_id":"MEDPHYS/PHYSICS 265","catalog_version_id":"b9a7989d46e0b81b649d11ab08f7c4456da9f379d00c0db64b6a4034f0de0a96","record_version_id":"fd1309c1c79313df55d9ab7c5d1ec886387dd7ae1aeb0c83e9cd3010d22309da","job_id":"enrich-dab8f6acaa72f26086773521","output_id":"f159f459c515bddad4b53924210ca3c40c01bd05f0884de9496bc6a2817b5dfb","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}]