[{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_92f67afbb08acd69b6892681","course_id":"CS&D 318","catalog_version_id":"b375881e0b06406004bd185f8dd5e0faf6ccb2e1decbdd6462de7c960fe5ebfd","record_version_id":"8b5d1e8d927856917e2bed2b4f9bf7b830e4d0b4787246dc76da52661b5fd560","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"3252d68af8ba22dddb8eb53cf4ab4a781e76a319ff1a1d2059048086861b6b55","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"r1\",\"r2\",\"r3\",\"r4\"],\"condition\":null,\"course\":null,\"evidence\":\"CS&D 201,202,240and Junior standing\",\"id\":\"root\",\"kind\":\"all\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":201,\"minimum_grade\":null,\"subjects\":[\"CS&D\"],\"timing\":\"prior\"},\"evidence\":\"CS&D 201\",\"id\":\"r1\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":202,\"minimum_grade\":null,\"subjects\":[\"CS&D\"],\"timing\":\"prior\"},\"evidence\":\"202\",\"id\":\"r2\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":240,\"minimum_grade\":null,\"subjects\":[\"CS&D\"],\"timing\":\"prior\"},\"evidence\":\"240\",\"id\":\"r3\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"Junior standing\",\"course\":null,\"evidence\":\"Junior standing\",\"id\":\"r4\",\"kind\":\"condition\"}],\"notes\":[\"Source text 'CS&D 201,202,240and Junior standing' lacks spaces around 'and', interpreted as conjunction between course list and standing requirement.\"],\"root\":\"root\",\"status\":\"parsed\"}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":true},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_92f67afbb08acd69b6892681","course_id":"CS&D 318","catalog_version_id":"b375881e0b06406004bd185f8dd5e0faf6ccb2e1decbdd6462de7c960fe5ebfd","record_version_id":"8b5d1e8d927856917e2bed2b4f9bf7b830e4d0b4787246dc76da52661b5fd560","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"3252d68af8ba22dddb8eb53cf4ab4a781e76a319ff1a1d2059048086861b6b55","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[],\"assumed_background\":[],\"search_phrases\":[\"voice disorders\",\"craniofacial disorders\",\"fluency disorders\",\"communication problems\",\"orofacial anomalies\",\"swallowing dysfunction\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"CS&D 318\",\"field\":\"official_learning_outcomes\",\"outcome_index\":2,\"quote\":\"Identify and summarize how craniofacial disorders can be evaluated and treated, improving communication and swallowing and quality of life.\",\"source_url\":\"https://guide.wisc.edu/courses/cs_d/\"},{\"course_id\":\"CS&D 318\",\"field\":\"official_learning_outcomes\",\"outcome_index\":6,\"quote\":\"Identify and summarize how voice disorders can be evaluated and treated, improving communication and quality of life.\",\"source_url\":\"https://guide.wisc.edu/courses/cs_d/\"}],\"text\":\"Evaluate and treat craniofacial, voice, and fluency disorders to improve communication and quality of life.\"},{\"evidence\":[{\"course_id\":\"CS&D 318\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Identify and summarize how structures of the head and neck develop to produce communication and swallowing is vital to understanding dysfunction.\",\"source_url\":\"https://guide.wisc.edu/courses/cs_d/\"},{\"course_id\":\"CS&D 318\",\"field\":\"official_learning_outcomes\",\"outcome_index\":4,\"quote\":\"Identify and summarize how voice is produced and used in communication is vital to understanding dysfunction.\",\"source_url\":\"https://guide.wisc.edu/courses/cs_d/\"}],\"text\":\"Understand head/neck development and voice production mechanisms relevant to communication dysfunction.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"CS&D 318\",\"field\":\"title\",\"quote\":\"VOICE, CRANIOFACIAL, AND FLUENCY DISORDERS\",\"source_url\":\"https://guide.wisc.edu/courses/cs_d/\"},{\"course_id\":\"CS&D 318\",\"field\":\"description\",\"quote\":\"Provides a basis for understanding the communication problems of individuals with voice disorders, orofacial anomalies, and fluency disorders.\",\"source_url\":\"https://guide.wisc.edu/courses/cs_d/\"}],\"text\":\"Explores communication problems associated with voice disorders, orofacial anomalies, and fluency disorders to establish a foundation for understanding these conditions.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"CS&D 318\",\"field\":\"description\",\"quote\":\"voice disorders\",\"source_url\":\"https://guide.wisc.edu/courses/cs_d/\"},{\"course_id\":\"CS&D 318\",\"field\":\"official_learning_outcomes\",\"outcome_index\":4,\"quote\":\"how voice is produced and used in communication\",\"source_url\":\"https://guide.wisc.edu/courses/cs_d/\"}],\"text\":\"Voice disorders and voice production\"},{\"evidence\":[{\"course_id\":\"CS&D 318\",\"field\":\"description\",\"quote\":\"orofacial anomalies\",\"source_url\":\"https://guide.wisc.edu/courses/cs_d/\"},{\"course_id\":\"CS&D 318\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"how craniofacial disorders impair communication and swallowing\",\"source_url\":\"https://guide.wisc.edu/courses/cs_d/\"}],\"text\":\"Craniofacial and orofacial anomalies affecting communication and swallowing\"},{\"evidence\":[{\"course_id\":\"CS&D 318\",\"field\":\"description\",\"quote\":\"fluency disorders\",\"source_url\":\"https://guide.wisc.edu/courses/cs_d/\"},{\"course_id\":\"CS&D 318\",\"field\":\"official_learning_outcomes\",\"outcome_index\":7,\"quote\":\"how fluency disorders manifest and affect communication\",\"source_url\":\"https://guide.wisc.edu/courses/cs_d/\"}],\"text\":\"Fluency disorders and their impact on communication\"},{\"evidence\":[{\"course_id\":\"CS&D 318\",\"field\":\"official_learning_outcomes\",\"outcome_index\":3,\"quote\":\"treated with an interdisciplinary team, which includes the patient and their caregivers\",\"source_url\":\"https://guide.wisc.edu/courses/cs_d/\"}],\"text\":\"Interdisciplinary treatment teams including patients and caregivers\"}]}","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_92f67afbb08acd69b6892681","course_id":"CS&D 318","catalog_version_id":"b375881e0b06406004bd185f8dd5e0faf6ccb2e1decbdd6462de7c960fe5ebfd","record_version_id":"8b5d1e8d927856917e2bed2b4f9bf7b830e4d0b4787246dc76da52661b5fd560","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"3252d68af8ba22dddb8eb53cf4ab4a781e76a319ff1a1d2059048086861b6b55","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_92f67afbb08acd69b6892681","course_id":"CS&D 318","catalog_version_id":"b375881e0b06406004bd185f8dd5e0faf6ccb2e1decbdd6462de7c960fe5ebfd","record_version_id":"8b5d1e8d927856917e2bed2b4f9bf7b830e4d0b4787246dc76da52661b5fd560","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"3252d68af8ba22dddb8eb53cf4ab4a781e76a319ff1a1d2059048086861b6b55","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"4bc32ac4c0c614186296f5c882fb62a5aace9e730ce2d70117e348b1d95d09ae\",\"course_id\":\"CS&D 318\",\"current_instructors\":[{\"instructor_uid\":\"instructor_3476d422ae3f0f24a776a4b0\",\"message\":\"No course-specific reviews available\",\"name\":\"Lisa Vinney\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":\"rmp:3056892\",\"summary\":[{\"citations\":[{\"course_id\":\"CS&D 318\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"66d63101-b315-39b0-985d-cb2b20e02ede\",\"source_record\":{\"entity_id\":\"66d63101-b315-39b0-985d-cb2b20e02ede\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"CS&D 318\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"66d63101-b315-39b0-985d-cb2b20e02ede\",\"source_record\":{\"entity_id\":\"66d63101-b315-39b0-985d-cb2b20e02ede\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"CS&D 318\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"66d63101-b315-39b0-985d-cb2b20e02ede\",\"source_record\":{\"entity_id\":\"66d63101-b315-39b0-985d-cb2b20e02ede\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2024: 3.65 GPA, 79.8% A/AB (n=84 letter grades); Spring 2025: 3.79 GPA, 90.0% A/AB (n=100 letter grades); Spring 2026: 3.79 GPA, 89.1% A/AB (n=92 letter grades). Includes jointly taught sections.\"}]}],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":true,\"profile_hash\":\"3f5110430805ccdd533c0c072df62d68a8a5f5441c4530bbdb15d419a199a09c\",\"quick_take\":[{\"citations\":[{\"course_id\":\"CS&D 318\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"66d63101-b315-39b0-985d-cb2b20e02ede\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"CS&D 318\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"66d63101-b315-39b0-985d-cb2b20e02ede\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"CS&D 318\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"66d63101-b315-39b0-985d-cb2b20e02ede\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2024: 3.65 GPA, 79.8% A/AB (n=84 letter grades); Spring 2025: 3.79 GPA, 90.0% A/AB (n=100 letter grades); Spring 2026: 3.79 GPA, 89.1% A/AB (n=92 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"9dea82ef7f2113a5605c1c6030c4f9b19967eb742cc93a78268fb92357d29f5c\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"CS&D 318\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"66d63101-b315-39b0-985d-cb2b20e02ede\",\"source_record\":{\"entity_id\":\"66d63101-b315-39b0-985d-cb2b20e02ede\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"CS&D 318\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"66d63101-b315-39b0-985d-cb2b20e02ede\",\"source_record\":{\"entity_id\":\"66d63101-b315-39b0-985d-cb2b20e02ede\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"CS&D 318\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"66d63101-b315-39b0-985d-cb2b20e02ede\",\"source_record\":{\"entity_id\":\"66d63101-b315-39b0-985d-cb2b20e02ede\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"LISA VINNEY is recorded teaching in 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_92f67afbb08acd69b6892681","course_id":"CS&D 318","catalog_version_id":"3d8b3914ea20949ea661cd4952ca7bbda0cba6954559651cccaae83141fea491","record_version_id":"4f7039486ed6f99cba34ebdfd52e03db1c38a93e489352e42eab5e1319d7d7bd","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"461c34b164d0864f978ee6c7fcd1b2625b7f257fab65f6895d8860f0feac5076","section":"requirements","status":"invalid","value_json":null,"candidate_json":"{\"nodes\":[{\"children\":[\"n0\",\"n1\"],\"condition\":null,\"course\":null,\"evidence\":\"CS&D 201,202,240and Junior standing\",\"id\":\"n0\",\"kind\":\"all\"},{\"children\":[\"n2\",\"n3\",\"n4\"],\"condition\":null,\"course\":null,\"evidence\":\"CS&D 201,202,240\",\"id\":\"n1\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":201,\"minimum_grade\":null,\"subjects\":[\"CS&D\"],\"timing\":\"prior\"},\"evidence\":\"CS&D 201\",\"id\":\"n2\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":202,\"minimum_grade\":null,\"subjects\":[\"CS&D\"],\"timing\":\"prior\"},\"evidence\":\"CS&D 202\",\"id\":\"n3\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":240,\"minimum_grade\":null,\"subjects\":[\"CS&D\"],\"timing\":\"prior\"},\"evidence\":\"CS&D 240\",\"id\":\"n4\",\"kind\":\"course\"}],\"notes\":[\"The phrase 'CS&D 201,202,240and Junior standing' is ambiguous. It likely means (CS&D 201 OR CS&D 202 OR CS&D 240) AND Junior standing. However, the comma separation of courses without 'or' and the lack of space before 'and' makes the exact \",\"root\",\"status\",\"student_experience\"],\"root\":\"n0\",\"status\":\"needs_review\"}","error":"Node n0 references itself; remove the self-reference.\nNode n3: evidence 'CS&D 202' must quote an exact source substring.\nNode n4: evidence 'CS&D 240' must quote an exact source substring.\nCycle reaches node n0; requirement graphs must be trees.","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_92f67afbb08acd69b6892681","course_id":"CS&D 318","catalog_version_id":"3d8b3914ea20949ea661cd4952ca7bbda0cba6954559651cccaae83141fea491","record_version_id":"4f7039486ed6f99cba34ebdfd52e03db1c38a93e489352e42eab5e1319d7d7bd","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"461c34b164d0864f978ee6c7fcd1b2625b7f257fab65f6895d8860f0feac5076","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"CS&D 201\",\"field\":\"description\",\"quote\":\"Anatomy and physiology of the speech production mechanism\"}],\"text\":\"Speech production anatomy and physiology\"},{\"evidence\":[{\"course_id\":\"CS&D 202\",\"field\":\"description\",\"quote\":\"Physical acoustics of sound, the anatomy and physiology of the auditory system\"}],\"text\":\"Hearing science and acoustics\"},{\"evidence\":[{\"course_id\":\"CS&D 240\",\"field\":\"description\",\"quote\":\"Covers communication and language development from infancy to adulthood\"}],\"text\":\"Language development in children and adolescents\"}],\"search_phrases\":[\"voice disorders communication\",\"craniofacial anomalies speech\",\"fluency disorders treatment\",\"speech pathology prerequisites\"],\"skills_taught\":[],\"summary\":{\"evidence\":[{\"course_id\":\"CS&D 318\",\"field\":\"description\",\"quote\":\"Provides a basis for understanding the communication problems of individuals with voice disorders, orofacial anomalies, and fluency disorders.\"}],\"text\":\"CS&D 318 provides a basis for understanding communication problems in voice, orofacial, and fluency disorders.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"CS&D 318\",\"field\":\"description\",\"quote\":\"voice disorders\"}],\"text\":\"Voice disorders\"},{\"evidence\":[{\"course_id\":\"CS&D 318\",\"field\":\"description\",\"quote\":\"orofacial anomalies\"}],\"text\":\"Orofacial anomalies\"},{\"evidence\":[{\"course_id\":\"CS&D 318\",\"field\":\"description\",\"quote\":\"fluency disorders\"}],\"text\":\"Fluency disorders\"}]}","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_92f67afbb08acd69b6892681","course_id":"CS&D 318","catalog_version_id":"3d8b3914ea20949ea661cd4952ca7bbda0cba6954559651cccaae83141fea491","record_version_id":"4f7039486ed6f99cba34ebdfd52e03db1c38a93e489352e42eab5e1319d7d7bd","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"461c34b164d0864f978ee6c7fcd1b2625b7f257fab65f6895d8860f0feac5076","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_92f67afbb08acd69b6892681","course_id":"CS&D 318","catalog_version_id":"3d8b3914ea20949ea661cd4952ca7bbda0cba6954559651cccaae83141fea491","record_version_id":"4f7039486ed6f99cba34ebdfd52e03db1c38a93e489352e42eab5e1319d7d7bd","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"beca34f2501ff59281d49e9309c15cced2849da11a897f88c6e9a6c7bf3d74b4","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"CS&D 201,202,240and Junior standing\",\"id\":\"n0\",\"kind\":\"all\"},{\"children\":[\"n3\",\"n4\",\"n5\"],\"condition\":null,\"course\":null,\"evidence\":\"CS&D 201,202,240\",\"id\":\"n1\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":201,\"minimum_grade\":null,\"subjects\":[\"CS&D\"],\"timing\":\"prior\"},\"evidence\":\"CS&D 201\",\"id\":\"n3\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":202,\"minimum_grade\":null,\"subjects\":[\"CS&D\"],\"timing\":\"prior\"},\"evidence\":\"202\",\"id\":\"n4\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":240,\"minimum_grade\":null,\"subjects\":[\"CS&D\"],\"timing\":\"prior\"},\"evidence\":\"240\",\"id\":\"n5\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"Junior standing\",\"course\":null,\"evidence\":\"CS&D 201,202,240and Junior standing\",\"id\":\"n2\",\"kind\":\"condition\"}],\"notes\":[\"The requirement text is ambiguous. Interpreted as (CS&D 201 OR CS&D 202 OR CS&D 240) AND Junior standing.\"],\"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_92f67afbb08acd69b6892681","course_id":"CS&D 318","catalog_version_id":"3d8b3914ea20949ea661cd4952ca7bbda0cba6954559651cccaae83141fea491","record_version_id":"4f7039486ed6f99cba34ebdfd52e03db1c38a93e489352e42eab5e1319d7d7bd","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"beca34f2501ff59281d49e9309c15cced2849da11a897f88c6e9a6c7bf3d74b4","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"CS&D 201\",\"field\":\"description\",\"quote\":\"Anatomy and physiology of the speech production mechanism\"}],\"text\":\"Speech production anatomy and physiology\"},{\"evidence\":[{\"course_id\":\"CS&D 202\",\"field\":\"description\",\"quote\":\"Physical acoustics of sound, the anatomy and physiology of the auditory system\"}],\"text\":\"Hearing science and acoustics\"},{\"evidence\":[{\"course_id\":\"CS&D 240\",\"field\":\"description\",\"quote\":\"Covers communication and language development from infancy to adulthood\"}],\"text\":\"Language development in children and adolescents\"}],\"search_phrases\":[\"voice disorders communication\",\"craniofacial anomalies speech\",\"fluency disorders treatment\",\"speech pathology prerequisites\"],\"skills_taught\":[],\"summary\":{\"evidence\":[{\"course_id\":\"CS&D 318\",\"field\":\"description\",\"quote\":\"Provides a basis for understanding the communication problems of individuals with voice disorders, orofacial anomalies, and fluency disorders.\"}],\"text\":\"CS&D 318 provides a basis for understanding communication problems in voice, orofacial, and fluency disorders.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"CS&D 318\",\"field\":\"description\",\"quote\":\"voice disorders\"}],\"text\":\"Voice disorders\"},{\"evidence\":[{\"course_id\":\"CS&D 318\",\"field\":\"description\",\"quote\":\"orofacial anomalies\"}],\"text\":\"Orofacial anomalies\"},{\"evidence\":[{\"course_id\":\"CS&D 318\",\"field\":\"description\",\"quote\":\"fluency disorders\"}],\"text\":\"Fluency disorders\"}]}","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_92f67afbb08acd69b6892681","course_id":"CS&D 318","catalog_version_id":"3d8b3914ea20949ea661cd4952ca7bbda0cba6954559651cccaae83141fea491","record_version_id":"4f7039486ed6f99cba34ebdfd52e03db1c38a93e489352e42eab5e1319d7d7bd","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"beca34f2501ff59281d49e9309c15cced2849da11a897f88c6e9a6c7bf3d74b4","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_92f67afbb08acd69b6892681","course_id":"CS&D 318","catalog_version_id":"b375881e0b06406004bd185f8dd5e0faf6ccb2e1decbdd6462de7c960fe5ebfd","record_version_id":"8b5d1e8d927856917e2bed2b4f9bf7b830e4d0b4787246dc76da52661b5fd560","job_id":"enrich-6556a505c10f448d98d02466","output_id":"445c75f2b3ddd1bd60d97e32e381a7a93b768b68ce7d47fe28a208c9ff9491fa","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"r1\",\"r2\",\"r3\",\"r4\"],\"condition\":null,\"course\":null,\"evidence\":\"CS&D 201,202,240and Junior standing\",\"id\":\"root\",\"kind\":\"all\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":201,\"minimum_grade\":null,\"subjects\":[\"CS&D\"],\"timing\":\"prior\"},\"evidence\":\"CS&D 201\",\"id\":\"r1\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":202,\"minimum_grade\":null,\"subjects\":[\"CS&D\"],\"timing\":\"prior\"},\"evidence\":\"202\",\"id\":\"r2\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":240,\"minimum_grade\":null,\"subjects\":[\"CS&D\"],\"timing\":\"prior\"},\"evidence\":\"240\",\"id\":\"r3\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"Junior standing\",\"course\":null,\"evidence\":\"Junior standing\",\"id\":\"r4\",\"kind\":\"condition\"}],\"notes\":[\"Source text 'CS&D 201,202,240and Junior standing' lacks spaces around 'and', interpreted as conjunction between course list and standing requirement.\"],\"root\":\"root\",\"status\":\"parsed\"}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":false},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_92f67afbb08acd69b6892681","course_id":"CS&D 318","catalog_version_id":"b375881e0b06406004bd185f8dd5e0faf6ccb2e1decbdd6462de7c960fe5ebfd","record_version_id":"8b5d1e8d927856917e2bed2b4f9bf7b830e4d0b4787246dc76da52661b5fd560","job_id":"enrich-6556a505c10f448d98d02466","output_id":"445c75f2b3ddd1bd60d97e32e381a7a93b768b68ce7d47fe28a208c9ff9491fa","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[],\"assumed_background\":[],\"search_phrases\":[\"voice disorders\",\"craniofacial disorders\",\"fluency disorders\",\"communication problems\",\"orofacial anomalies\",\"swallowing dysfunction\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"CS&D 318\",\"field\":\"official_learning_outcomes\",\"outcome_index\":2,\"quote\":\"Identify and summarize how craniofacial disorders can be evaluated and treated, improving communication and swallowing and quality of life.\",\"source_url\":\"https://guide.wisc.edu/courses/cs_d/\"},{\"course_id\":\"CS&D 318\",\"field\":\"official_learning_outcomes\",\"outcome_index\":6,\"quote\":\"Identify and summarize how voice disorders can be evaluated and treated, improving communication and quality of life.\",\"source_url\":\"https://guide.wisc.edu/courses/cs_d/\"}],\"text\":\"Evaluate and treat craniofacial, voice, and fluency disorders to improve communication and quality of life.\"},{\"evidence\":[{\"course_id\":\"CS&D 318\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Identify and summarize how structures of the head and neck develop to produce communication and swallowing is vital to understanding dysfunction.\",\"source_url\":\"https://guide.wisc.edu/courses/cs_d/\"},{\"course_id\":\"CS&D 318\",\"field\":\"official_learning_outcomes\",\"outcome_index\":4,\"quote\":\"Identify and summarize how voice is produced and used in communication is vital to understanding dysfunction.\",\"source_url\":\"https://guide.wisc.edu/courses/cs_d/\"}],\"text\":\"Understand head/neck development and voice production mechanisms relevant to communication dysfunction.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"CS&D 318\",\"field\":\"title\",\"quote\":\"VOICE, CRANIOFACIAL, AND FLUENCY DISORDERS\",\"source_url\":\"https://guide.wisc.edu/courses/cs_d/\"},{\"course_id\":\"CS&D 318\",\"field\":\"description\",\"quote\":\"Provides a basis for understanding the communication problems of individuals with voice disorders, orofacial anomalies, and fluency disorders.\",\"source_url\":\"https://guide.wisc.edu/courses/cs_d/\"}],\"text\":\"Explores communication problems associated with voice disorders, orofacial anomalies, and fluency disorders to establish a foundation for understanding these conditions.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"CS&D 318\",\"field\":\"description\",\"quote\":\"voice disorders\",\"source_url\":\"https://guide.wisc.edu/courses/cs_d/\"},{\"course_id\":\"CS&D 318\",\"field\":\"official_learning_outcomes\",\"outcome_index\":4,\"quote\":\"how voice is produced and used in communication\",\"source_url\":\"https://guide.wisc.edu/courses/cs_d/\"}],\"text\":\"Voice disorders and voice production\"},{\"evidence\":[{\"course_id\":\"CS&D 318\",\"field\":\"description\",\"quote\":\"orofacial anomalies\",\"source_url\":\"https://guide.wisc.edu/courses/cs_d/\"},{\"course_id\":\"CS&D 318\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"how craniofacial disorders impair communication and swallowing\",\"source_url\":\"https://guide.wisc.edu/courses/cs_d/\"}],\"text\":\"Craniofacial and orofacial anomalies affecting communication and swallowing\"},{\"evidence\":[{\"course_id\":\"CS&D 318\",\"field\":\"description\",\"quote\":\"fluency disorders\",\"source_url\":\"https://guide.wisc.edu/courses/cs_d/\"},{\"course_id\":\"CS&D 318\",\"field\":\"official_learning_outcomes\",\"outcome_index\":7,\"quote\":\"how fluency disorders manifest and affect communication\",\"source_url\":\"https://guide.wisc.edu/courses/cs_d/\"}],\"text\":\"Fluency disorders and their impact on communication\"},{\"evidence\":[{\"course_id\":\"CS&D 318\",\"field\":\"official_learning_outcomes\",\"outcome_index\":3,\"quote\":\"treated with an interdisciplinary team, which includes the patient and their caregivers\",\"source_url\":\"https://guide.wisc.edu/courses/cs_d/\"}],\"text\":\"Interdisciplinary treatment teams including patients and caregivers\"}]}","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_92f67afbb08acd69b6892681","course_id":"CS&D 318","catalog_version_id":"b375881e0b06406004bd185f8dd5e0faf6ccb2e1decbdd6462de7c960fe5ebfd","record_version_id":"8b5d1e8d927856917e2bed2b4f9bf7b830e4d0b4787246dc76da52661b5fd560","job_id":"enrich-6556a505c10f448d98d02466","output_id":"445c75f2b3ddd1bd60d97e32e381a7a93b768b68ce7d47fe28a208c9ff9491fa","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_92f67afbb08acd69b6892681","course_id":"CS&D 318","catalog_version_id":"3d8b3914ea20949ea661cd4952ca7bbda0cba6954559651cccaae83141fea491","record_version_id":"4f7039486ed6f99cba34ebdfd52e03db1c38a93e489352e42eab5e1319d7d7bd","job_id":"enrich-789789da373eecc1ff75f626","output_id":"7ca6330e97738b189a3a4fe0ee717c875d37569cdb7f64025c807ea30d895fd5","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"CS&D 201,202,240and Junior standing\",\"id\":\"n0\",\"kind\":\"all\"},{\"children\":[\"n3\",\"n4\",\"n5\"],\"condition\":null,\"course\":null,\"evidence\":\"CS&D 201,202,240\",\"id\":\"n1\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":201,\"minimum_grade\":null,\"subjects\":[\"CS&D\"],\"timing\":\"prior\"},\"evidence\":\"CS&D 201\",\"id\":\"n3\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":202,\"minimum_grade\":null,\"subjects\":[\"CS&D\"],\"timing\":\"prior\"},\"evidence\":\"202\",\"id\":\"n4\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":240,\"minimum_grade\":null,\"subjects\":[\"CS&D\"],\"timing\":\"prior\"},\"evidence\":\"240\",\"id\":\"n5\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"Junior standing\",\"course\":null,\"evidence\":\"CS&D 201,202,240and Junior standing\",\"id\":\"n2\",\"kind\":\"condition\"}],\"notes\":[\"The requirement text is ambiguous. Interpreted as (CS&D 201 OR CS&D 202 OR CS&D 240) AND Junior standing.\"],\"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_92f67afbb08acd69b6892681","course_id":"CS&D 318","catalog_version_id":"3d8b3914ea20949ea661cd4952ca7bbda0cba6954559651cccaae83141fea491","record_version_id":"4f7039486ed6f99cba34ebdfd52e03db1c38a93e489352e42eab5e1319d7d7bd","job_id":"enrich-789789da373eecc1ff75f626","output_id":"7ca6330e97738b189a3a4fe0ee717c875d37569cdb7f64025c807ea30d895fd5","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"CS&D 201\",\"field\":\"description\",\"quote\":\"Anatomy and physiology of the speech production mechanism\"}],\"text\":\"Speech production anatomy and physiology\"},{\"evidence\":[{\"course_id\":\"CS&D 202\",\"field\":\"description\",\"quote\":\"Physical acoustics of sound, the anatomy and physiology of the auditory system\"}],\"text\":\"Hearing science and acoustics\"},{\"evidence\":[{\"course_id\":\"CS&D 240\",\"field\":\"description\",\"quote\":\"Covers communication and language development from infancy to adulthood\"}],\"text\":\"Language development in children and adolescents\"}],\"search_phrases\":[\"voice disorders communication\",\"craniofacial anomalies speech\",\"fluency disorders treatment\",\"speech pathology prerequisites\"],\"skills_taught\":[],\"summary\":{\"evidence\":[{\"course_id\":\"CS&D 318\",\"field\":\"description\",\"quote\":\"Provides a basis for understanding the communication problems of individuals with voice disorders, orofacial anomalies, and fluency disorders.\"}],\"text\":\"CS&D 318 provides a basis for understanding communication problems in voice, orofacial, and fluency disorders.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"CS&D 318\",\"field\":\"description\",\"quote\":\"voice disorders\"}],\"text\":\"Voice disorders\"},{\"evidence\":[{\"course_id\":\"CS&D 318\",\"field\":\"description\",\"quote\":\"orofacial anomalies\"}],\"text\":\"Orofacial anomalies\"},{\"evidence\":[{\"course_id\":\"CS&D 318\",\"field\":\"description\",\"quote\":\"fluency disorders\"}],\"text\":\"Fluency disorders\"}]}","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_92f67afbb08acd69b6892681","course_id":"CS&D 318","catalog_version_id":"3d8b3914ea20949ea661cd4952ca7bbda0cba6954559651cccaae83141fea491","record_version_id":"4f7039486ed6f99cba34ebdfd52e03db1c38a93e489352e42eab5e1319d7d7bd","job_id":"enrich-789789da373eecc1ff75f626","output_id":"7ca6330e97738b189a3a4fe0ee717c875d37569cdb7f64025c807ea30d895fd5","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_92f67afbb08acd69b6892681","course_id":"CS&D 318","catalog_version_id":"3d8b3914ea20949ea661cd4952ca7bbda0cba6954559651cccaae83141fea491","record_version_id":"4f7039486ed6f99cba34ebdfd52e03db1c38a93e489352e42eab5e1319d7d7bd","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"2e3c66befd9de5239a99e8fa989ea2e4f6c74b786ab0d9ba36662bd5e54f029a","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"CS&D 201,202,240and Junior standing\",\"id\":\"n0\",\"kind\":\"all\"},{\"children\":[\"n3\",\"n4\",\"n5\"],\"condition\":null,\"course\":null,\"evidence\":\"CS&D 201,202,240\",\"id\":\"n1\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":201,\"minimum_grade\":null,\"subjects\":[\"CS&D\"],\"timing\":\"prior\"},\"evidence\":\"CS&D 201\",\"id\":\"n3\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":202,\"minimum_grade\":null,\"subjects\":[\"CS&D\"],\"timing\":\"prior\"},\"evidence\":\"202\",\"id\":\"n4\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":240,\"minimum_grade\":null,\"subjects\":[\"CS&D\"],\"timing\":\"prior\"},\"evidence\":\"240\",\"id\":\"n5\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"Junior standing\",\"course\":null,\"evidence\":\"CS&D 201,202,240and Junior standing\",\"id\":\"n2\",\"kind\":\"condition\"}],\"notes\":[\"The requirement text is ambiguous. Interpreted as (CS&D 201 OR CS&D 202 OR CS&D 240) AND Junior standing.\"],\"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_92f67afbb08acd69b6892681","course_id":"CS&D 318","catalog_version_id":"3d8b3914ea20949ea661cd4952ca7bbda0cba6954559651cccaae83141fea491","record_version_id":"4f7039486ed6f99cba34ebdfd52e03db1c38a93e489352e42eab5e1319d7d7bd","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"2e3c66befd9de5239a99e8fa989ea2e4f6c74b786ab0d9ba36662bd5e54f029a","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"CS&D 201\",\"field\":\"description\",\"quote\":\"Anatomy and physiology of the speech production mechanism\"}],\"text\":\"Speech production anatomy and physiology\"},{\"evidence\":[{\"course_id\":\"CS&D 202\",\"field\":\"description\",\"quote\":\"Physical acoustics of sound, the anatomy and physiology of the auditory system\"}],\"text\":\"Hearing science and acoustics\"},{\"evidence\":[{\"course_id\":\"CS&D 240\",\"field\":\"description\",\"quote\":\"Covers communication and language development from infancy to adulthood\"}],\"text\":\"Language development in children and adolescents\"}],\"search_phrases\":[\"voice disorders communication\",\"craniofacial anomalies speech\",\"fluency disorders treatment\",\"speech pathology prerequisites\"],\"skills_taught\":[],\"summary\":{\"evidence\":[{\"course_id\":\"CS&D 318\",\"field\":\"description\",\"quote\":\"Provides a basis for understanding the communication problems of individuals with voice disorders, orofacial anomalies, and fluency disorders.\"}],\"text\":\"CS&D 318 provides a basis for understanding communication problems in voice, orofacial, and fluency disorders.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"CS&D 318\",\"field\":\"description\",\"quote\":\"voice disorders\"}],\"text\":\"Voice disorders\"},{\"evidence\":[{\"course_id\":\"CS&D 318\",\"field\":\"description\",\"quote\":\"orofacial anomalies\"}],\"text\":\"Orofacial anomalies\"},{\"evidence\":[{\"course_id\":\"CS&D 318\",\"field\":\"description\",\"quote\":\"fluency disorders\"}],\"text\":\"Fluency disorders\"}]}","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_92f67afbb08acd69b6892681","course_id":"CS&D 318","catalog_version_id":"3d8b3914ea20949ea661cd4952ca7bbda0cba6954559651cccaae83141fea491","record_version_id":"4f7039486ed6f99cba34ebdfd52e03db1c38a93e489352e42eab5e1319d7d7bd","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"2e3c66befd9de5239a99e8fa989ea2e4f6c74b786ab0d9ba36662bd5e54f029a","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_92f67afbb08acd69b6892681","course_id":"CS&D 318","catalog_version_id":"3d8b3914ea20949ea661cd4952ca7bbda0cba6954559651cccaae83141fea491","record_version_id":"4f7039486ed6f99cba34ebdfd52e03db1c38a93e489352e42eab5e1319d7d7bd","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"2e3c66befd9de5239a99e8fa989ea2e4f6c74b786ab0d9ba36662bd5e54f029a","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"1083912635f79fd739abcd5c1ffc2e7c6d280021b85a14429bb0a7eaf5b7f8a0\",\"course_id\":\"CS&D 318\",\"current_instructors\":[],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":false,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"course_id\":\"CS&D 318\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"66d63101-b315-39b0-985d-cb2b20e02ede\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"CS&D 318\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"66d63101-b315-39b0-985d-cb2b20e02ede\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"CS&D 318\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"66d63101-b315-39b0-985d-cb2b20e02ede\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2024: 3.65 GPA, 79.8% A/AB (n=84 letter grades); Spring 2025: 3.79 GPA, 90.0% A/AB (n=100 letter grades); Spring 2026: 3.79 GPA, 89.1% A/AB (n=92 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}]