[{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_585f972d92a423d14e32d775","course_id":"MEDPHYS 510","catalog_version_id":"40407394434c0a905897aeaf7f456551650001726c72e5c3aaaf5f0fac8f3567","record_version_id":"1afc7b7a1fdbe78677c8b853e8c085145a635924bf15726f9a2fa18837256469","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"bb4ed4963367e8fdb0dfb1a49ed8637041234811b5d703ec61b11744b976d8e1","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Consent of instructor\",\"course\":null,\"evidence\":\"Consent of instructor\",\"id\":\"consent\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"consent\",\"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_585f972d92a423d14e32d775","course_id":"MEDPHYS 510","catalog_version_id":"40407394434c0a905897aeaf7f456551650001726c72e5c3aaaf5f0fac8f3567","record_version_id":"1afc7b7a1fdbe78677c8b853e8c085145a635924bf15726f9a2fa18837256469","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"bb4ed4963367e8fdb0dfb1a49ed8637041234811b5d703ec61b11744b976d8e1","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[],\"assumed_background\":[],\"search_phrases\":[\"medical physics biology\",\"cellular molecular radiation biology\",\"biomolecule principles medical physics\",\"radiation biology applications\",\"immunology cellular biology imaging therapy\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"MEDPHYS 510\",\"field\":\"official_learning_outcomes\",\"outcome_index\":6,\"quote\":\"Propose and discuss example medical physics applications of fundamental principles of immunology and cellular, molecular, and radiation biology.\",\"source_url\":\"https://guide.wisc.edu/courses/med_phys/\"}],\"text\":\"Proposing and discussing medical physics applications of biological principles\"},{\"evidence\":[{\"course_id\":\"MEDPHYS 510\",\"field\":\"official_learning_outcomes\",\"outcome_index\":5,\"quote\":\"Demonstrate an ability to integrate key fundamental principles of immunology and cellular, molecular, and radiation biology in medical physics applications in both imaging as well as therapy.\",\"source_url\":\"https://guide.wisc.edu/courses/med_phys/\"}],\"text\":\"Integrating biological principles for imaging and therapy applications\"}],\"summary\":{\"evidence\":[{\"course_id\":\"MEDPHYS 510\",\"field\":\"description\",\"quote\":\"Cellular, molecular, and radiation biology principles and their common application in medical physics.\",\"source_url\":\"https://guide.wisc.edu/courses/med_phys/\"},{\"course_id\":\"MEDPHYS 510\",\"field\":\"title\",\"quote\":\"FUNDAMENTALS OF CELLULAR, MOLECULAR, AND RADIATION BIOLOGY\",\"source_url\":\"https://guide.wisc.edu/courses/med_phys/\"}],\"text\":\"Fundamentals of cellular, molecular, and radiation biology principles and their common application in medical physics.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"MEDPHYS 510\",\"field\":\"official_learning_outcomes\",\"outcome_index\":2,\"quote\":\"Describe fundamental cellular biology principles and their common applications in medical physics.\",\"source_url\":\"https://guide.wisc.edu/courses/med_phys/\"}],\"text\":\"Cellular biology principles\"},{\"evidence\":[{\"course_id\":\"MEDPHYS 510\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Describe fundamental biomolecule and molecular biology principles and their common applications in medical physics.\",\"source_url\":\"https://guide.wisc.edu/courses/med_phys/\"}],\"text\":\"Molecular biology and biomolecules\"},{\"evidence\":[{\"course_id\":\"MEDPHYS 510\",\"field\":\"official_learning_outcomes\",\"outcome_index\":3,\"quote\":\"Describe fundamental radiation biology principles and their applications in medical physics.\",\"source_url\":\"https://guide.wisc.edu/courses/med_phys/\"}],\"text\":\"Radiation biology\"},{\"evidence\":[{\"course_id\":\"MEDPHYS 510\",\"field\":\"official_learning_outcomes\",\"outcome_index\":4,\"quote\":\"Describe fundamental immunology principles and their applications in medical physics.\",\"source_url\":\"https://guide.wisc.edu/courses/med_phys/\"}],\"text\":\"Immunology\"}]}","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_585f972d92a423d14e32d775","course_id":"MEDPHYS 510","catalog_version_id":"40407394434c0a905897aeaf7f456551650001726c72e5c3aaaf5f0fac8f3567","record_version_id":"1afc7b7a1fdbe78677c8b853e8c085145a635924bf15726f9a2fa18837256469","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"bb4ed4963367e8fdb0dfb1a49ed8637041234811b5d703ec61b11744b976d8e1","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_585f972d92a423d14e32d775","course_id":"MEDPHYS 510","catalog_version_id":"40407394434c0a905897aeaf7f456551650001726c72e5c3aaaf5f0fac8f3567","record_version_id":"1afc7b7a1fdbe78677c8b853e8c085145a635924bf15726f9a2fa18837256469","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"bb4ed4963367e8fdb0dfb1a49ed8637041234811b5d703ec61b11744b976d8e1","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"c43aa4dee7e4e6ef5b7551a3ed41e2bd1e32dd5d1c7c2a58b260b4a4d32c503f\",\"course_id\":\"MEDPHYS 510\",\"current_instructors\":[],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":false,\"profile_hash\":\"3f5110430805ccdd533c0c072df62d68a8a5f5441c4530bbdb15d419a199a09c\",\"quick_take\":[{\"citations\":[{\"course_id\":\"MEDPHYS 510\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"7b7370b3-e34f-3326-89d1-ccf58cdb57e7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"MEDPHYS 510\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"7b7370b3-e34f-3326-89d1-ccf58cdb57e7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"MEDPHYS 510\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"7b7370b3-e34f-3326-89d1-ccf58cdb57e7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2023: 3.72 GPA, 83.3% A/AB (n=18 letter grades); Fall 2024: 3.48 GPA, 68.0% A/AB (n=25 letter grades); Fall 2025: 3.50 GPA, 70.6% A/AB (n=17 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"9dea82ef7f2113a5605c1c6030c4f9b19967eb742cc93a78268fb92357d29f5c\",\"teaching_history\":[],\"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_585f972d92a423d14e32d775","course_id":"MEDPHYS 510","catalog_version_id":"e9e8f1f9083c0a1dbe75bc9f5acb105d7a11900c2c1cd2911af4e978355d99d8","record_version_id":"a9488896e599cbaee0cc2ef6f4d6613f79d930a6abd00eac81f171e9f8f96de6","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"8a31229c1672ddbed288b418bc74e624956767a5c941552c2141cf585d2952b7","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Consent of instructor\",\"course\":null,\"evidence\":\"Consent of instructor\",\"id\":\"n0\",\"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_585f972d92a423d14e32d775","course_id":"MEDPHYS 510","catalog_version_id":"e9e8f1f9083c0a1dbe75bc9f5acb105d7a11900c2c1cd2911af4e978355d99d8","record_version_id":"a9488896e599cbaee0cc2ef6f4d6613f79d930a6abd00eac81f171e9f8f96de6","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"8a31229c1672ddbed288b418bc74e624956767a5c941552c2141cf585d2952b7","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"MEDPHYS 510 cellular molecular radiation biology\",\"medical physics fundamentals biology\",\"radiation biology medical applications\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"MEDPHYS 510\",\"field\":\"description\",\"quote\":\"Cellular, molecular, and radiation biology principles and their common application in medical physics.\"}],\"text\":\"Apply cellular, molecular, and radiation biology principles to medical physics contexts.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"MEDPHYS 510\",\"field\":\"title\",\"quote\":\"FUNDAMENTALS OF CELLULAR, MOLECULAR, AND RADIATION BIOLOGY\"},{\"course_id\":\"MEDPHYS 510\",\"field\":\"description\",\"quote\":\"Cellular, molecular, and radiation biology principles and their common application in medical physics.\"}],\"text\":\"MEDPHYS 510 covers fundamentals of cellular, molecular, and radiation biology with applications in medical physics.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"MEDPHYS 510\",\"field\":\"description\",\"quote\":\"Cellular, molecular, and radiation biology principles\"}],\"text\":\"Cellular biology\"},{\"evidence\":[{\"course_id\":\"MEDPHYS 510\",\"field\":\"description\",\"quote\":\"Cellular, molecular, and radiation biology principles\"}],\"text\":\"Molecular biology\"},{\"evidence\":[{\"course_id\":\"MEDPHYS 510\",\"field\":\"description\",\"quote\":\"Cellular, molecular, and radiation biology principles\"}],\"text\":\"Radiation biology\"},{\"evidence\":[{\"course_id\":\"MEDPHYS 510\",\"field\":\"description\",\"quote\":\"common application in medical physics\"}],\"text\":\"Medical physics applications\"}]}","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_585f972d92a423d14e32d775","course_id":"MEDPHYS 510","catalog_version_id":"e9e8f1f9083c0a1dbe75bc9f5acb105d7a11900c2c1cd2911af4e978355d99d8","record_version_id":"a9488896e599cbaee0cc2ef6f4d6613f79d930a6abd00eac81f171e9f8f96de6","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"8a31229c1672ddbed288b418bc74e624956767a5c941552c2141cf585d2952b7","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_585f972d92a423d14e32d775","course_id":"MEDPHYS 510","catalog_version_id":"e9e8f1f9083c0a1dbe75bc9f5acb105d7a11900c2c1cd2911af4e978355d99d8","record_version_id":"a9488896e599cbaee0cc2ef6f4d6613f79d930a6abd00eac81f171e9f8f96de6","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"d47698a4c9909c45f319fe859b59885dfa7ec1c999d50f4d5761ad741e9df51a","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Consent of instructor\",\"course\":null,\"evidence\":\"Consent of instructor\",\"id\":\"n0\",\"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_585f972d92a423d14e32d775","course_id":"MEDPHYS 510","catalog_version_id":"e9e8f1f9083c0a1dbe75bc9f5acb105d7a11900c2c1cd2911af4e978355d99d8","record_version_id":"a9488896e599cbaee0cc2ef6f4d6613f79d930a6abd00eac81f171e9f8f96de6","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"d47698a4c9909c45f319fe859b59885dfa7ec1c999d50f4d5761ad741e9df51a","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"MEDPHYS 510 cellular molecular radiation biology\",\"medical physics fundamentals biology\",\"radiation biology medical applications\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"MEDPHYS 510\",\"field\":\"description\",\"quote\":\"Cellular, molecular, and radiation biology principles and their common application in medical physics.\"}],\"text\":\"Apply cellular, molecular, and radiation biology principles to medical physics contexts.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"MEDPHYS 510\",\"field\":\"title\",\"quote\":\"FUNDAMENTALS OF CELLULAR, MOLECULAR, AND RADIATION BIOLOGY\"},{\"course_id\":\"MEDPHYS 510\",\"field\":\"description\",\"quote\":\"Cellular, molecular, and radiation biology principles and their common application in medical physics.\"}],\"text\":\"MEDPHYS 510 covers fundamentals of cellular, molecular, and radiation biology with applications in medical physics.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"MEDPHYS 510\",\"field\":\"description\",\"quote\":\"Cellular, molecular, and radiation biology principles\"}],\"text\":\"Cellular biology\"},{\"evidence\":[{\"course_id\":\"MEDPHYS 510\",\"field\":\"description\",\"quote\":\"Cellular, molecular, and radiation biology principles\"}],\"text\":\"Molecular biology\"},{\"evidence\":[{\"course_id\":\"MEDPHYS 510\",\"field\":\"description\",\"quote\":\"Cellular, molecular, and radiation biology principles\"}],\"text\":\"Radiation biology\"},{\"evidence\":[{\"course_id\":\"MEDPHYS 510\",\"field\":\"description\",\"quote\":\"common application in medical physics\"}],\"text\":\"Medical physics applications\"}]}","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_585f972d92a423d14e32d775","course_id":"MEDPHYS 510","catalog_version_id":"e9e8f1f9083c0a1dbe75bc9f5acb105d7a11900c2c1cd2911af4e978355d99d8","record_version_id":"a9488896e599cbaee0cc2ef6f4d6613f79d930a6abd00eac81f171e9f8f96de6","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"d47698a4c9909c45f319fe859b59885dfa7ec1c999d50f4d5761ad741e9df51a","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_585f972d92a423d14e32d775","course_id":"MEDPHYS 510","catalog_version_id":"40407394434c0a905897aeaf7f456551650001726c72e5c3aaaf5f0fac8f3567","record_version_id":"1afc7b7a1fdbe78677c8b853e8c085145a635924bf15726f9a2fa18837256469","job_id":"enrich-6556a505c10f448d98d02466","output_id":"590a46838f34b9f50274d154ba978e38ed346d2bf809763148344977fbb7cb52","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Consent of instructor\",\"course\":null,\"evidence\":\"Consent of instructor\",\"id\":\"consent\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"consent\",\"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_585f972d92a423d14e32d775","course_id":"MEDPHYS 510","catalog_version_id":"40407394434c0a905897aeaf7f456551650001726c72e5c3aaaf5f0fac8f3567","record_version_id":"1afc7b7a1fdbe78677c8b853e8c085145a635924bf15726f9a2fa18837256469","job_id":"enrich-6556a505c10f448d98d02466","output_id":"590a46838f34b9f50274d154ba978e38ed346d2bf809763148344977fbb7cb52","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[],\"assumed_background\":[],\"search_phrases\":[\"medical physics biology\",\"cellular molecular radiation biology\",\"biomolecule principles medical physics\",\"radiation biology applications\",\"immunology cellular biology imaging therapy\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"MEDPHYS 510\",\"field\":\"official_learning_outcomes\",\"outcome_index\":6,\"quote\":\"Propose and discuss example medical physics applications of fundamental principles of immunology and cellular, molecular, and radiation biology.\",\"source_url\":\"https://guide.wisc.edu/courses/med_phys/\"}],\"text\":\"Proposing and discussing medical physics applications of biological principles\"},{\"evidence\":[{\"course_id\":\"MEDPHYS 510\",\"field\":\"official_learning_outcomes\",\"outcome_index\":5,\"quote\":\"Demonstrate an ability to integrate key fundamental principles of immunology and cellular, molecular, and radiation biology in medical physics applications in both imaging as well as therapy.\",\"source_url\":\"https://guide.wisc.edu/courses/med_phys/\"}],\"text\":\"Integrating biological principles for imaging and therapy applications\"}],\"summary\":{\"evidence\":[{\"course_id\":\"MEDPHYS 510\",\"field\":\"description\",\"quote\":\"Cellular, molecular, and radiation biology principles and their common application in medical physics.\",\"source_url\":\"https://guide.wisc.edu/courses/med_phys/\"},{\"course_id\":\"MEDPHYS 510\",\"field\":\"title\",\"quote\":\"FUNDAMENTALS OF CELLULAR, MOLECULAR, AND RADIATION BIOLOGY\",\"source_url\":\"https://guide.wisc.edu/courses/med_phys/\"}],\"text\":\"Fundamentals of cellular, molecular, and radiation biology principles and their common application in medical physics.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"MEDPHYS 510\",\"field\":\"official_learning_outcomes\",\"outcome_index\":2,\"quote\":\"Describe fundamental cellular biology principles and their common applications in medical physics.\",\"source_url\":\"https://guide.wisc.edu/courses/med_phys/\"}],\"text\":\"Cellular biology principles\"},{\"evidence\":[{\"course_id\":\"MEDPHYS 510\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Describe fundamental biomolecule and molecular biology principles and their common applications in medical physics.\",\"source_url\":\"https://guide.wisc.edu/courses/med_phys/\"}],\"text\":\"Molecular biology and biomolecules\"},{\"evidence\":[{\"course_id\":\"MEDPHYS 510\",\"field\":\"official_learning_outcomes\",\"outcome_index\":3,\"quote\":\"Describe fundamental radiation biology principles and their applications in medical physics.\",\"source_url\":\"https://guide.wisc.edu/courses/med_phys/\"}],\"text\":\"Radiation biology\"},{\"evidence\":[{\"course_id\":\"MEDPHYS 510\",\"field\":\"official_learning_outcomes\",\"outcome_index\":4,\"quote\":\"Describe fundamental immunology principles and their applications in medical physics.\",\"source_url\":\"https://guide.wisc.edu/courses/med_phys/\"}],\"text\":\"Immunology\"}]}","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_585f972d92a423d14e32d775","course_id":"MEDPHYS 510","catalog_version_id":"40407394434c0a905897aeaf7f456551650001726c72e5c3aaaf5f0fac8f3567","record_version_id":"1afc7b7a1fdbe78677c8b853e8c085145a635924bf15726f9a2fa18837256469","job_id":"enrich-6556a505c10f448d98d02466","output_id":"590a46838f34b9f50274d154ba978e38ed346d2bf809763148344977fbb7cb52","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_585f972d92a423d14e32d775","course_id":"MEDPHYS 510","catalog_version_id":"e9e8f1f9083c0a1dbe75bc9f5acb105d7a11900c2c1cd2911af4e978355d99d8","record_version_id":"a9488896e599cbaee0cc2ef6f4d6613f79d930a6abd00eac81f171e9f8f96de6","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"5acb80b0e22c7dc53304d547b7cdcc7a7c96b4602b8b69fc90ef2ed2342b43ed","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Consent of instructor\",\"course\":null,\"evidence\":\"Consent of instructor\",\"id\":\"n0\",\"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_585f972d92a423d14e32d775","course_id":"MEDPHYS 510","catalog_version_id":"e9e8f1f9083c0a1dbe75bc9f5acb105d7a11900c2c1cd2911af4e978355d99d8","record_version_id":"a9488896e599cbaee0cc2ef6f4d6613f79d930a6abd00eac81f171e9f8f96de6","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"5acb80b0e22c7dc53304d547b7cdcc7a7c96b4602b8b69fc90ef2ed2342b43ed","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"MEDPHYS 510 cellular molecular radiation biology\",\"medical physics fundamentals biology\",\"radiation biology medical applications\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"MEDPHYS 510\",\"field\":\"description\",\"quote\":\"Cellular, molecular, and radiation biology principles and their common application in medical physics.\"}],\"text\":\"Apply cellular, molecular, and radiation biology principles to medical physics contexts.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"MEDPHYS 510\",\"field\":\"title\",\"quote\":\"FUNDAMENTALS OF CELLULAR, MOLECULAR, AND RADIATION BIOLOGY\"},{\"course_id\":\"MEDPHYS 510\",\"field\":\"description\",\"quote\":\"Cellular, molecular, and radiation biology principles and their common application in medical physics.\"}],\"text\":\"MEDPHYS 510 covers fundamentals of cellular, molecular, and radiation biology with applications in medical physics.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"MEDPHYS 510\",\"field\":\"description\",\"quote\":\"Cellular, molecular, and radiation biology principles\"}],\"text\":\"Cellular biology\"},{\"evidence\":[{\"course_id\":\"MEDPHYS 510\",\"field\":\"description\",\"quote\":\"Cellular, molecular, and radiation biology principles\"}],\"text\":\"Molecular biology\"},{\"evidence\":[{\"course_id\":\"MEDPHYS 510\",\"field\":\"description\",\"quote\":\"Cellular, molecular, and radiation biology principles\"}],\"text\":\"Radiation biology\"},{\"evidence\":[{\"course_id\":\"MEDPHYS 510\",\"field\":\"description\",\"quote\":\"common application in medical physics\"}],\"text\":\"Medical physics applications\"}]}","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_585f972d92a423d14e32d775","course_id":"MEDPHYS 510","catalog_version_id":"e9e8f1f9083c0a1dbe75bc9f5acb105d7a11900c2c1cd2911af4e978355d99d8","record_version_id":"a9488896e599cbaee0cc2ef6f4d6613f79d930a6abd00eac81f171e9f8f96de6","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"5acb80b0e22c7dc53304d547b7cdcc7a7c96b4602b8b69fc90ef2ed2342b43ed","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_585f972d92a423d14e32d775","course_id":"MEDPHYS 510","catalog_version_id":"e9e8f1f9083c0a1dbe75bc9f5acb105d7a11900c2c1cd2911af4e978355d99d8","record_version_id":"a9488896e599cbaee0cc2ef6f4d6613f79d930a6abd00eac81f171e9f8f96de6","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"5acb80b0e22c7dc53304d547b7cdcc7a7c96b4602b8b69fc90ef2ed2342b43ed","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"bf0496a3b985bb2700f6d94eb41bdca4ea2908c53a07ccf484a92c84c8aa6d67\",\"course_id\":\"MEDPHYS 510\",\"current_instructors\":[{\"instructor_uid\":\"instructor_64ed11643352ea6bccb81512\",\"message\":\"No course-specific reviews available\",\"name\":\"Hong Beom Lee\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":\"rmp:2906194\",\"summary\":[]},{\"instructor_uid\":\"instructor_e56e4484dc7e42d867f65abd\",\"message\":\"No course-specific reviews available\",\"name\":\"Paul Ellison\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[{\"citations\":[{\"course_id\":\"MEDPHYS 510\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"7b7370b3-e34f-3326-89d1-ccf58cdb57e7\",\"source_record\":{\"entity_id\":\"7b7370b3-e34f-3326-89d1-ccf58cdb57e7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"MEDPHYS 510\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"7b7370b3-e34f-3326-89d1-ccf58cdb57e7\",\"source_record\":{\"entity_id\":\"7b7370b3-e34f-3326-89d1-ccf58cdb57e7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"MEDPHYS 510\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"7b7370b3-e34f-3326-89d1-ccf58cdb57e7\",\"source_record\":{\"entity_id\":\"7b7370b3-e34f-3326-89d1-ccf58cdb57e7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2023: 3.72 GPA, 83.3% A/AB (n=18 letter grades); Fall 2024: 3.48 GPA, 68.0% A/AB (n=25 letter grades); Fall 2025: 3.50 GPA, 70.6% A/AB (n=17 letter grades). Includes jointly taught sections.\"}]},{\"instructor_uid\":\"instructor_0717080bf80c4e6ad3d8e6ce\",\"message\":\"No course-specific reviews available\",\"name\":\"Reinier Hernandez\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[{\"citations\":[{\"course_id\":\"MEDPHYS 510\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"7b7370b3-e34f-3326-89d1-ccf58cdb57e7\",\"source_record\":{\"entity_id\":\"7b7370b3-e34f-3326-89d1-ccf58cdb57e7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"MEDPHYS 510\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"7b7370b3-e34f-3326-89d1-ccf58cdb57e7\",\"source_record\":{\"entity_id\":\"7b7370b3-e34f-3326-89d1-ccf58cdb57e7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"MEDPHYS 510\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"7b7370b3-e34f-3326-89d1-ccf58cdb57e7\",\"source_record\":{\"entity_id\":\"7b7370b3-e34f-3326-89d1-ccf58cdb57e7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2023: 3.72 GPA, 83.3% A/AB (n=18 letter grades); Fall 2024: 3.48 GPA, 68.0% A/AB (n=25 letter grades); Fall 2025: 3.50 GPA, 70.6% A/AB (n=17 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\":\"MEDPHYS 510\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"7b7370b3-e34f-3326-89d1-ccf58cdb57e7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"MEDPHYS 510\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"7b7370b3-e34f-3326-89d1-ccf58cdb57e7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"MEDPHYS 510\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"7b7370b3-e34f-3326-89d1-ccf58cdb57e7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2023: 3.72 GPA, 83.3% A/AB (n=18 letter grades); Fall 2024: 3.48 GPA, 68.0% A/AB (n=25 letter grades); Fall 2025: 3.50 GPA, 70.6% A/AB (n=17 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"MEDPHYS 510\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"7b7370b3-e34f-3326-89d1-ccf58cdb57e7\",\"source_record\":{\"entity_id\":\"7b7370b3-e34f-3326-89d1-ccf58cdb57e7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"MEDPHYS 510\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"7b7370b3-e34f-3326-89d1-ccf58cdb57e7\",\"source_record\":{\"entity_id\":\"7b7370b3-e34f-3326-89d1-ccf58cdb57e7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"MEDPHYS 510\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"7b7370b3-e34f-3326-89d1-ccf58cdb57e7\",\"source_record\":{\"entity_id\":\"7b7370b3-e34f-3326-89d1-ccf58cdb57e7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"MEDPHYS 510\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"7b7370b3-e34f-3326-89d1-ccf58cdb57e7\",\"source_record\":{\"entity_id\":\"7b7370b3-e34f-3326-89d1-ccf58cdb57e7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"MEDPHYS 510\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"7b7370b3-e34f-3326-89d1-ccf58cdb57e7\",\"source_record\":{\"entity_id\":\"7b7370b3-e34f-3326-89d1-ccf58cdb57e7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"PAUL ELLISON is recorded teaching in Fall 2021, Fall 2022, Fall 2023, Fall 2024, Fall 2025. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MEDPHYS 510\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"7b7370b3-e34f-3326-89d1-ccf58cdb57e7\",\"source_record\":{\"entity_id\":\"7b7370b3-e34f-3326-89d1-ccf58cdb57e7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"MEDPHYS 510\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"7b7370b3-e34f-3326-89d1-ccf58cdb57e7\",\"source_record\":{\"entity_id\":\"7b7370b3-e34f-3326-89d1-ccf58cdb57e7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"MEDPHYS 510\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"7b7370b3-e34f-3326-89d1-ccf58cdb57e7\",\"source_record\":{\"entity_id\":\"7b7370b3-e34f-3326-89d1-ccf58cdb57e7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"MEDPHYS 510\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"7b7370b3-e34f-3326-89d1-ccf58cdb57e7\",\"source_record\":{\"entity_id\":\"7b7370b3-e34f-3326-89d1-ccf58cdb57e7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"MEDPHYS 510\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"7b7370b3-e34f-3326-89d1-ccf58cdb57e7\",\"source_record\":{\"entity_id\":\"7b7370b3-e34f-3326-89d1-ccf58cdb57e7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"REINIER HERNANDEZ is recorded teaching in Fall 2021, Fall 2022, Fall 2023, Fall 2024, Fall 2025. 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}]