[{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_d760e56d89a86c7c0accacb1","course_id":"CS&D 867","catalog_version_id":"cff16104710b1c62a8e7bc5a77b15fcc9315384559dcbce8f5c19775d3b81e27","record_version_id":"2002c1ebc4becca5540f967ca6068b194875f68f6372f77fa64966d5f4a0e40c","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"68eb8405bb8839fbbba5d65187d29f6a066ad18c723182643891c6c2f02c01ce","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Declared in Audiology Consortial Program with UW-Stevens Point AUD\",\"course\":null,\"evidence\":\"Declared in Audiology Consortial Program with UW-Stevens Point AUD\",\"id\":\"n1\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"n1\",\"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_d760e56d89a86c7c0accacb1","course_id":"CS&D 867","catalog_version_id":"cff16104710b1c62a8e7bc5a77b15fcc9315384559dcbce8f5c19775d3b81e27","record_version_id":"2002c1ebc4becca5540f967ca6068b194875f68f6372f77fa64966d5f4a0e40c","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"68eb8405bb8839fbbba5d65187d29f6a066ad18c723182643891c6c2f02c01ce","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[],\"assumed_background\":[{\"evidence\":[{\"course_id\":\"CS&D 867\",\"field\":\"requirements_text\",\"quote\":\"Declared in Audiology Consortial Program with UW-Stevens Point AUD\",\"source_url\":\"https://guide.wisc.edu/courses/cs_d/\"}],\"text\":\"Declared in Audiology Consortial Program with UW-Stevens Point AUD\"}],\"search_phrases\":[\"audiology school methods\",\"public school audiology\",\"hearing related disorders assessment\",\"intervention of hearing disorders\",\"DPI licensing requirements for audiologists\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"CS&D 867\",\"field\":\"description\",\"quote\":\"Application of knowledge and skills in assessment and intervention of hearing related disorders to the public school setting.\",\"source_url\":\"https://guide.wisc.edu/courses/cs_d/\"}],\"text\":\"Assessment and intervention of hearing related disorders in the public school setting\"}],\"summary\":{\"evidence\":[{\"course_id\":\"CS&D 867\",\"field\":\"title\",\"quote\":\"SCHOOL METHODS FOR AUDIOLOGISTS\",\"source_url\":\"https://guide.wisc.edu/courses/cs_d/\"},{\"course_id\":\"CS&D 867\",\"field\":\"description\",\"quote\":\"Designed to fulfill Wisconsin's Department of Public Instruction (DPI) licensing requirements for audiologists. Application of knowledge and skills in assessment and intervention of hearing related disorders to the public school setting.\",\"source_url\":\"https://guide.wisc.edu/courses/cs_d/\"}],\"text\":\"School Methods for Audiologists fulfills Wisconsin DPI licensing requirements by applying assessment and intervention skills for hearing related disorders in public schools.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"CS&D 867\",\"field\":\"description\",\"quote\":\"assessment and intervention of hearing related disorders to the public school setting\",\"source_url\":\"https://guide.wisc.edu/courses/cs_d/\"}],\"text\":\"Assessment and intervention of hearing related disorders\"},{\"evidence\":[{\"course_id\":\"CS&D 867\",\"field\":\"description\",\"quote\":\"Wisconsin's Department of Public Instruction (DPI) licensing requirements for audiologists\",\"source_url\":\"https://guide.wisc.edu/courses/cs_d/\"}],\"text\":\"Wisconsin DPI licensing requirements for audiologists\"}]}","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_d760e56d89a86c7c0accacb1","course_id":"CS&D 867","catalog_version_id":"cff16104710b1c62a8e7bc5a77b15fcc9315384559dcbce8f5c19775d3b81e27","record_version_id":"2002c1ebc4becca5540f967ca6068b194875f68f6372f77fa64966d5f4a0e40c","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"68eb8405bb8839fbbba5d65187d29f6a066ad18c723182643891c6c2f02c01ce","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":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_d760e56d89a86c7c0accacb1","course_id":"CS&D 867","catalog_version_id":"cff16104710b1c62a8e7bc5a77b15fcc9315384559dcbce8f5c19775d3b81e27","record_version_id":"2002c1ebc4becca5540f967ca6068b194875f68f6372f77fa64966d5f4a0e40c","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"68eb8405bb8839fbbba5d65187d29f6a066ad18c723182643891c6c2f02c01ce","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"0c69360500a5bd08aac4168c0693b8722d91c5da9861a067953333f243f7ad75\",\"course_id\":\"CS&D 867\",\"current_instructors\":[],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":true,\"profile_hash\":\"3f5110430805ccdd533c0c072df62d68a8a5f5441c4530bbdb15d419a199a09c\",\"quick_take\":[{\"citations\":[{\"course_id\":\"CS&D 867\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"019dc9cc-18d1-3371-b571-36f48be443e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"CS&D 867\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"019dc9cc-18d1-3371-b571-36f48be443e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"CS&D 867\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"019dc9cc-18d1-3371-b571-36f48be443e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2024: 4.00 GPA, 100.0% A/AB (n=8 letter grades); Spring 2025: 4.00 GPA, 100.0% A/AB (n=7 letter grades); Spring 2026: 4.00 GPA, 100.0% A/AB (n=12 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":false},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_d760e56d89a86c7c0accacb1","course_id":"CS&D 867","catalog_version_id":"cff16104710b1c62a8e7bc5a77b15fcc9315384559dcbce8f5c19775d3b81e27","record_version_id":"7a4e0d2e53677223c629c1a3a4f3454cca80183f031efaaff62d775152825da6","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"d9161772615fb8f4011f83b43c9864665e04f612a320af8db22c0e1406df9a1a","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Declared in Audiology Consortial Program with UW-Stevens Point AUD\",\"course\":null,\"evidence\":\"Declared in Audiology Consortial Program with UW-Stevens Point AUD\",\"id\":\"n0\",\"kind\":\"condition\"}],\"notes\":[\"Reference to 'Audiology Consortial Program with UW-Stevens Point AUD' is unlinked and requires review for canonical identity.\"],\"root\":\"n0\",\"status\":\"needs_review\"}","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_d760e56d89a86c7c0accacb1","course_id":"CS&D 867","catalog_version_id":"cff16104710b1c62a8e7bc5a77b15fcc9315384559dcbce8f5c19775d3b81e27","record_version_id":"7a4e0d2e53677223c629c1a3a4f3454cca80183f031efaaff62d775152825da6","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"d9161772615fb8f4011f83b43c9864665e04f612a320af8db22c0e1406df9a1a","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"CS&D 867\",\"field\":\"requirements_text\",\"quote\":\"Declared in Audiology Consortial Program with UW-Stevens Point AUD\"}],\"text\":\"Declared in the Audiology Consortial Program with UW-Stevens Point\"}],\"search_phrases\":[\"audiology school methods\",\"DPI licensing audiologists\",\"hearing disorders public school\",\"audiology assessment intervention\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"CS&D 867\",\"field\":\"description\",\"quote\":\"Application of knowledge and skills in assessment and intervention of hearing related disorders\"}],\"text\":\"Assessment and intervention of hearing-related disorders\"}],\"summary\":{\"evidence\":[{\"course_id\":\"CS&D 867\",\"field\":\"description\",\"quote\":\"Designed to fulfill Wisconsin's Department of Public Instruction (DPI) licensing requirements for audiologists. Application of knowledge and skills in assessment and intervention of hearing related disorders to the public school setting.\"}],\"text\":\"Applies knowledge and skills in assessment and intervention of hearing disorders to public school settings to fulfill DPI licensing requirements for audiologists.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"CS&D 867\",\"field\":\"description\",\"quote\":\"hearing related disorders to the public school setting\"}],\"text\":\"Hearing disorders in public school settings\"},{\"evidence\":[{\"course_id\":\"CS&D 867\",\"field\":\"description\",\"quote\":\"assessment and intervention\"}],\"text\":\"Assessment and intervention methods\"}]}","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_d760e56d89a86c7c0accacb1","course_id":"CS&D 867","catalog_version_id":"cff16104710b1c62a8e7bc5a77b15fcc9315384559dcbce8f5c19775d3b81e27","record_version_id":"7a4e0d2e53677223c629c1a3a4f3454cca80183f031efaaff62d775152825da6","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"d9161772615fb8f4011f83b43c9864665e04f612a320af8db22c0e1406df9a1a","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_d760e56d89a86c7c0accacb1","course_id":"CS&D 867","catalog_version_id":"cff16104710b1c62a8e7bc5a77b15fcc9315384559dcbce8f5c19775d3b81e27","record_version_id":"7a4e0d2e53677223c629c1a3a4f3454cca80183f031efaaff62d775152825da6","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"82a55b7c5f73b6a793099f2bd144d0742201e092d33a2a592d07929a50ffbb38","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Declared in Audiology Consortial Program with UW-Stevens Point AUD\",\"course\":null,\"evidence\":\"Declared in Audiology Consortial Program with UW-Stevens Point AUD\",\"id\":\"n0\",\"kind\":\"condition\"}],\"notes\":[\"Reference to 'Audiology Consortial Program with UW-Stevens Point AUD' is unlinked and requires review for canonical identity.\"],\"root\":\"n0\",\"status\":\"needs_review\"}","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_d760e56d89a86c7c0accacb1","course_id":"CS&D 867","catalog_version_id":"cff16104710b1c62a8e7bc5a77b15fcc9315384559dcbce8f5c19775d3b81e27","record_version_id":"7a4e0d2e53677223c629c1a3a4f3454cca80183f031efaaff62d775152825da6","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"82a55b7c5f73b6a793099f2bd144d0742201e092d33a2a592d07929a50ffbb38","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"CS&D 867\",\"field\":\"requirements_text\",\"quote\":\"Declared in Audiology Consortial Program with UW-Stevens Point AUD\"}],\"text\":\"Declared in the Audiology Consortial Program with UW-Stevens Point\"}],\"search_phrases\":[\"audiology school methods\",\"DPI licensing audiologists\",\"hearing disorders public school\",\"audiology assessment intervention\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"CS&D 867\",\"field\":\"description\",\"quote\":\"Application of knowledge and skills in assessment and intervention of hearing related disorders\"}],\"text\":\"Assessment and intervention of hearing-related disorders\"}],\"summary\":{\"evidence\":[{\"course_id\":\"CS&D 867\",\"field\":\"description\",\"quote\":\"Designed to fulfill Wisconsin's Department of Public Instruction (DPI) licensing requirements for audiologists. Application of knowledge and skills in assessment and intervention of hearing related disorders to the public school setting.\"}],\"text\":\"Applies knowledge and skills in assessment and intervention of hearing disorders to public school settings to fulfill DPI licensing requirements for audiologists.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"CS&D 867\",\"field\":\"description\",\"quote\":\"hearing related disorders to the public school setting\"}],\"text\":\"Hearing disorders in public school settings\"},{\"evidence\":[{\"course_id\":\"CS&D 867\",\"field\":\"description\",\"quote\":\"assessment and intervention\"}],\"text\":\"Assessment and intervention methods\"}]}","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_d760e56d89a86c7c0accacb1","course_id":"CS&D 867","catalog_version_id":"cff16104710b1c62a8e7bc5a77b15fcc9315384559dcbce8f5c19775d3b81e27","record_version_id":"7a4e0d2e53677223c629c1a3a4f3454cca80183f031efaaff62d775152825da6","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"82a55b7c5f73b6a793099f2bd144d0742201e092d33a2a592d07929a50ffbb38","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_d760e56d89a86c7c0accacb1","course_id":"CS&D 867","catalog_version_id":"cff16104710b1c62a8e7bc5a77b15fcc9315384559dcbce8f5c19775d3b81e27","record_version_id":"2002c1ebc4becca5540f967ca6068b194875f68f6372f77fa64966d5f4a0e40c","job_id":"enrich-6556a505c10f448d98d02466","output_id":"fc7498a719db38d437c1301dda7815136959c137fec74a028c4f79aa4d6a6985","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Declared in Audiology Consortial Program with UW-Stevens Point AUD\",\"course\":null,\"evidence\":\"Declared in Audiology Consortial Program with UW-Stevens Point AUD\",\"id\":\"n1\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"n1\",\"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_d760e56d89a86c7c0accacb1","course_id":"CS&D 867","catalog_version_id":"cff16104710b1c62a8e7bc5a77b15fcc9315384559dcbce8f5c19775d3b81e27","record_version_id":"2002c1ebc4becca5540f967ca6068b194875f68f6372f77fa64966d5f4a0e40c","job_id":"enrich-6556a505c10f448d98d02466","output_id":"fc7498a719db38d437c1301dda7815136959c137fec74a028c4f79aa4d6a6985","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[],\"assumed_background\":[{\"evidence\":[{\"course_id\":\"CS&D 867\",\"field\":\"requirements_text\",\"quote\":\"Declared in Audiology Consortial Program with UW-Stevens Point AUD\",\"source_url\":\"https://guide.wisc.edu/courses/cs_d/\"}],\"text\":\"Declared in Audiology Consortial Program with UW-Stevens Point AUD\"}],\"search_phrases\":[\"audiology school methods\",\"public school audiology\",\"hearing related disorders assessment\",\"intervention of hearing disorders\",\"DPI licensing requirements for audiologists\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"CS&D 867\",\"field\":\"description\",\"quote\":\"Application of knowledge and skills in assessment and intervention of hearing related disorders to the public school setting.\",\"source_url\":\"https://guide.wisc.edu/courses/cs_d/\"}],\"text\":\"Assessment and intervention of hearing related disorders in the public school setting\"}],\"summary\":{\"evidence\":[{\"course_id\":\"CS&D 867\",\"field\":\"title\",\"quote\":\"SCHOOL METHODS FOR AUDIOLOGISTS\",\"source_url\":\"https://guide.wisc.edu/courses/cs_d/\"},{\"course_id\":\"CS&D 867\",\"field\":\"description\",\"quote\":\"Designed to fulfill Wisconsin's Department of Public Instruction (DPI) licensing requirements for audiologists. Application of knowledge and skills in assessment and intervention of hearing related disorders to the public school setting.\",\"source_url\":\"https://guide.wisc.edu/courses/cs_d/\"}],\"text\":\"School Methods for Audiologists fulfills Wisconsin DPI licensing requirements by applying assessment and intervention skills for hearing related disorders in public schools.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"CS&D 867\",\"field\":\"description\",\"quote\":\"assessment and intervention of hearing related disorders to the public school setting\",\"source_url\":\"https://guide.wisc.edu/courses/cs_d/\"}],\"text\":\"Assessment and intervention of hearing related disorders\"},{\"evidence\":[{\"course_id\":\"CS&D 867\",\"field\":\"description\",\"quote\":\"Wisconsin's Department of Public Instruction (DPI) licensing requirements for audiologists\",\"source_url\":\"https://guide.wisc.edu/courses/cs_d/\"}],\"text\":\"Wisconsin DPI licensing requirements for audiologists\"}]}","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_d760e56d89a86c7c0accacb1","course_id":"CS&D 867","catalog_version_id":"cff16104710b1c62a8e7bc5a77b15fcc9315384559dcbce8f5c19775d3b81e27","record_version_id":"2002c1ebc4becca5540f967ca6068b194875f68f6372f77fa64966d5f4a0e40c","job_id":"enrich-6556a505c10f448d98d02466","output_id":"fc7498a719db38d437c1301dda7815136959c137fec74a028c4f79aa4d6a6985","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":"20261029T213040-0fa85c20","observed_at":"2026-10-29 21:30:40.248904+00:00","course_uid":"course_d760e56d89a86c7c0accacb1","course_id":"CS&D 867","catalog_version_id":"cff16104710b1c62a8e7bc5a77b15fcc9315384559dcbce8f5c19775d3b81e27","record_version_id":"2002c1ebc4becca5540f967ca6068b194875f68f6372f77fa64966d5f4a0e40c","job_id":"enrich-75500eb4bb3674767ebe899d","output_id":"ecc8f913f0af3a68b27e0a8ed6c844a667bf8445bb9f5e76823a72962ede98ff","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Declared in Audiology Consortial Program with UW-Stevens Point AUD\",\"course\":null,\"evidence\":\"Declared in Audiology Consortial Program with UW-Stevens Point AUD\",\"id\":\"n1\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"n1\",\"status\":\"parsed\"}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":true},{"run_id":"20261029T213040-0fa85c20","observed_at":"2026-10-29 21:30:40.248904+00:00","course_uid":"course_d760e56d89a86c7c0accacb1","course_id":"CS&D 867","catalog_version_id":"cff16104710b1c62a8e7bc5a77b15fcc9315384559dcbce8f5c19775d3b81e27","record_version_id":"2002c1ebc4becca5540f967ca6068b194875f68f6372f77fa64966d5f4a0e40c","job_id":"enrich-75500eb4bb3674767ebe899d","output_id":"ecc8f913f0af3a68b27e0a8ed6c844a667bf8445bb9f5e76823a72962ede98ff","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[],\"assumed_background\":[{\"evidence\":[{\"course_id\":\"CS&D 867\",\"field\":\"requirements_text\",\"quote\":\"Declared in Audiology Consortial Program with UW-Stevens Point AUD\",\"source_url\":\"https://guide.wisc.edu/courses/cs_d/\"}],\"text\":\"Declared in Audiology Consortial Program with UW-Stevens Point AUD\"}],\"search_phrases\":[\"audiology school methods\",\"public school audiology\",\"hearing related disorders assessment\",\"intervention of hearing disorders\",\"DPI licensing requirements for audiologists\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"CS&D 867\",\"field\":\"description\",\"quote\":\"Application of knowledge and skills in assessment and intervention of hearing related disorders to the public school setting.\",\"source_url\":\"https://guide.wisc.edu/courses/cs_d/\"}],\"text\":\"Assessment and intervention of hearing related disorders in the public school setting\"}],\"summary\":{\"evidence\":[{\"course_id\":\"CS&D 867\",\"field\":\"title\",\"quote\":\"SCHOOL METHODS FOR AUDIOLOGISTS\",\"source_url\":\"https://guide.wisc.edu/courses/cs_d/\"},{\"course_id\":\"CS&D 867\",\"field\":\"description\",\"quote\":\"Designed to fulfill Wisconsin's Department of Public Instruction (DPI) licensing requirements for audiologists. Application of knowledge and skills in assessment and intervention of hearing related disorders to the public school setting.\",\"source_url\":\"https://guide.wisc.edu/courses/cs_d/\"}],\"text\":\"School Methods for Audiologists fulfills Wisconsin DPI licensing requirements by applying assessment and intervention skills for hearing related disorders in public schools.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"CS&D 867\",\"field\":\"description\",\"quote\":\"assessment and intervention of hearing related disorders to the public school setting\",\"source_url\":\"https://guide.wisc.edu/courses/cs_d/\"}],\"text\":\"Assessment and intervention of hearing related disorders\"},{\"evidence\":[{\"course_id\":\"CS&D 867\",\"field\":\"description\",\"quote\":\"Wisconsin's Department of Public Instruction (DPI) licensing requirements for audiologists\",\"source_url\":\"https://guide.wisc.edu/courses/cs_d/\"}],\"text\":\"Wisconsin DPI licensing requirements for audiologists\"}]}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":true},{"run_id":"20261029T213040-0fa85c20","observed_at":"2026-10-29 21:30:40.248904+00:00","course_uid":"course_d760e56d89a86c7c0accacb1","course_id":"CS&D 867","catalog_version_id":"cff16104710b1c62a8e7bc5a77b15fcc9315384559dcbce8f5c19775d3b81e27","record_version_id":"2002c1ebc4becca5540f967ca6068b194875f68f6372f77fa64966d5f4a0e40c","job_id":"enrich-75500eb4bb3674767ebe899d","output_id":"ecc8f913f0af3a68b27e0a8ed6c844a667bf8445bb9f5e76823a72962ede98ff","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":"20261029T213040-0fa85c20","observed_at":"2026-10-29 21:30:40.248904+00:00","course_uid":"course_d760e56d89a86c7c0accacb1","course_id":"CS&D 867","catalog_version_id":"cff16104710b1c62a8e7bc5a77b15fcc9315384559dcbce8f5c19775d3b81e27","record_version_id":"2002c1ebc4becca5540f967ca6068b194875f68f6372f77fa64966d5f4a0e40c","job_id":"enrich-75500eb4bb3674767ebe899d","output_id":"ecc8f913f0af3a68b27e0a8ed6c844a667bf8445bb9f5e76823a72962ede98ff","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"9be4deeb5a78df8baa32e19dd6d499ca53daf44d649aa9ac151b26179929d98b\",\"course_id\":\"CS&D 867\",\"current_instructors\":[{\"instructor_uid\":\"instructor_c7be5c2d48af2daec9fac68b\",\"message\":\"No course-specific reviews available\",\"name\":\"Tonya Veith\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[{\"citations\":[{\"course_id\":\"CS&D 867\",\"run_id\":\"20261029T213040-0fa85c20\",\"section_number\":1,\"source_course_id\":\"019dc9cc-18d1-3371-b571-36f48be443e5\",\"source_record\":{\"entity_id\":\"019dc9cc-18d1-3371-b571-36f48be443e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"CS&D 867\",\"run_id\":\"20261029T213040-0fa85c20\",\"section_number\":1,\"source_course_id\":\"019dc9cc-18d1-3371-b571-36f48be443e5\",\"source_record\":{\"entity_id\":\"019dc9cc-18d1-3371-b571-36f48be443e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"CS&D 867\",\"run_id\":\"20261029T213040-0fa85c20\",\"section_number\":1,\"source_course_id\":\"019dc9cc-18d1-3371-b571-36f48be443e5\",\"source_record\":{\"entity_id\":\"019dc9cc-18d1-3371-b571-36f48be443e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2024: 4.00 GPA, 100.0% A/AB (n=8 letter grades); Spring 2025: 4.00 GPA, 100.0% A/AB (n=7 letter grades); Spring 2026: 4.00 GPA, 100.0% A/AB (n=12 letter grades).\"}]}],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":true,\"profile_hash\":\"3f5110430805ccdd533c0c072df62d68a8a5f5441c4530bbdb15d419a199a09c\",\"quick_take\":[{\"citations\":[{\"course_id\":\"CS&D 867\",\"run_id\":\"20261029T213040-0fa85c20\",\"source_record\":{\"entity_id\":\"019dc9cc-18d1-3371-b571-36f48be443e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"CS&D 867\",\"run_id\":\"20261029T213040-0fa85c20\",\"source_record\":{\"entity_id\":\"019dc9cc-18d1-3371-b571-36f48be443e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"CS&D 867\",\"run_id\":\"20261029T213040-0fa85c20\",\"source_record\":{\"entity_id\":\"019dc9cc-18d1-3371-b571-36f48be443e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2024: 4.00 GPA, 100.0% A/AB (n=8 letter grades); Spring 2025: 4.00 GPA, 100.0% A/AB (n=7 letter grades); Spring 2026: 4.00 GPA, 100.0% A/AB (n=12 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"9dea82ef7f2113a5605c1c6030c4f9b19967eb742cc93a78268fb92357d29f5c\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"CS&D 867\",\"run_id\":\"20261029T213040-0fa85c20\",\"section_number\":1,\"source_course_id\":\"019dc9cc-18d1-3371-b571-36f48be443e5\",\"source_record\":{\"entity_id\":\"019dc9cc-18d1-3371-b571-36f48be443e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"CS&D 867\",\"run_id\":\"20261029T213040-0fa85c20\",\"section_number\":1,\"source_course_id\":\"019dc9cc-18d1-3371-b571-36f48be443e5\",\"source_record\":{\"entity_id\":\"019dc9cc-18d1-3371-b571-36f48be443e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"},{\"course_id\":\"CS&D 867\",\"run_id\":\"20261029T213040-0fa85c20\",\"section_number\":1,\"source_course_id\":\"019dc9cc-18d1-3371-b571-36f48be443e5\",\"source_record\":{\"entity_id\":\"019dc9cc-18d1-3371-b571-36f48be443e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"},{\"course_id\":\"CS&D 867\",\"run_id\":\"20261029T213040-0fa85c20\",\"section_number\":1,\"source_course_id\":\"019dc9cc-18d1-3371-b571-36f48be443e5\",\"source_record\":{\"entity_id\":\"019dc9cc-18d1-3371-b571-36f48be443e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"},{\"course_id\":\"CS&D 867\",\"run_id\":\"20261029T213040-0fa85c20\",\"section_number\":1,\"source_course_id\":\"019dc9cc-18d1-3371-b571-36f48be443e5\",\"source_record\":{\"entity_id\":\"019dc9cc-18d1-3371-b571-36f48be443e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"CS&D 867\",\"run_id\":\"20261029T213040-0fa85c20\",\"section_number\":1,\"source_course_id\":\"019dc9cc-18d1-3371-b571-36f48be443e5\",\"source_record\":{\"entity_id\":\"019dc9cc-18d1-3371-b571-36f48be443e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"CS&D 867\",\"run_id\":\"20261029T213040-0fa85c20\",\"section_number\":1,\"source_course_id\":\"019dc9cc-18d1-3371-b571-36f48be443e5\",\"source_record\":{\"entity_id\":\"019dc9cc-18d1-3371-b571-36f48be443e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"CS&D 867\",\"run_id\":\"20261029T213040-0fa85c20\",\"section_number\":1,\"source_course_id\":\"019dc9cc-18d1-3371-b571-36f48be443e5\",\"source_record\":{\"entity_id\":\"019dc9cc-18d1-3371-b571-36f48be443e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"CS&D 867\",\"run_id\":\"20261029T213040-0fa85c20\",\"section_number\":1,\"source_course_id\":\"019dc9cc-18d1-3371-b571-36f48be443e5\",\"source_record\":{\"entity_id\":\"019dc9cc-18d1-3371-b571-36f48be443e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"CS&D 867\",\"run_id\":\"20261029T213040-0fa85c20\",\"section_number\":1,\"source_course_id\":\"019dc9cc-18d1-3371-b571-36f48be443e5\",\"source_record\":{\"entity_id\":\"019dc9cc-18d1-3371-b571-36f48be443e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"TONYA VEITH is recorded teaching in 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":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_d760e56d89a86c7c0accacb1","course_id":"CS&D 867","catalog_version_id":"cff16104710b1c62a8e7bc5a77b15fcc9315384559dcbce8f5c19775d3b81e27","record_version_id":"7a4e0d2e53677223c629c1a3a4f3454cca80183f031efaaff62d775152825da6","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"62995f81b0f582460f94256afac11969df0b17dce0d5e54f31a13b37781d5045","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Declared in Audiology Consortial Program with UW-Stevens Point AUD\",\"course\":null,\"evidence\":\"Declared in Audiology Consortial Program with UW-Stevens Point AUD\",\"id\":\"n0\",\"kind\":\"condition\"}],\"notes\":[\"Reference to 'Audiology Consortial Program with UW-Stevens Point AUD' is unlinked and requires review for canonical identity.\"],\"root\":\"n0\",\"status\":\"needs_review\"}","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_d760e56d89a86c7c0accacb1","course_id":"CS&D 867","catalog_version_id":"cff16104710b1c62a8e7bc5a77b15fcc9315384559dcbce8f5c19775d3b81e27","record_version_id":"7a4e0d2e53677223c629c1a3a4f3454cca80183f031efaaff62d775152825da6","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"62995f81b0f582460f94256afac11969df0b17dce0d5e54f31a13b37781d5045","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"CS&D 867\",\"field\":\"requirements_text\",\"quote\":\"Declared in Audiology Consortial Program with UW-Stevens Point AUD\"}],\"text\":\"Declared in the Audiology Consortial Program with UW-Stevens Point\"}],\"search_phrases\":[\"audiology school methods\",\"DPI licensing audiologists\",\"hearing disorders public school\",\"audiology assessment intervention\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"CS&D 867\",\"field\":\"description\",\"quote\":\"Application of knowledge and skills in assessment and intervention of hearing related disorders\"}],\"text\":\"Assessment and intervention of hearing-related disorders\"}],\"summary\":{\"evidence\":[{\"course_id\":\"CS&D 867\",\"field\":\"description\",\"quote\":\"Designed to fulfill Wisconsin's Department of Public Instruction (DPI) licensing requirements for audiologists. Application of knowledge and skills in assessment and intervention of hearing related disorders to the public school setting.\"}],\"text\":\"Applies knowledge and skills in assessment and intervention of hearing disorders to public school settings to fulfill DPI licensing requirements for audiologists.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"CS&D 867\",\"field\":\"description\",\"quote\":\"hearing related disorders to the public school setting\"}],\"text\":\"Hearing disorders in public school settings\"},{\"evidence\":[{\"course_id\":\"CS&D 867\",\"field\":\"description\",\"quote\":\"assessment and intervention\"}],\"text\":\"Assessment and intervention methods\"}]}","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_d760e56d89a86c7c0accacb1","course_id":"CS&D 867","catalog_version_id":"cff16104710b1c62a8e7bc5a77b15fcc9315384559dcbce8f5c19775d3b81e27","record_version_id":"7a4e0d2e53677223c629c1a3a4f3454cca80183f031efaaff62d775152825da6","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"62995f81b0f582460f94256afac11969df0b17dce0d5e54f31a13b37781d5045","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_d760e56d89a86c7c0accacb1","course_id":"CS&D 867","catalog_version_id":"cff16104710b1c62a8e7bc5a77b15fcc9315384559dcbce8f5c19775d3b81e27","record_version_id":"7a4e0d2e53677223c629c1a3a4f3454cca80183f031efaaff62d775152825da6","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"62995f81b0f582460f94256afac11969df0b17dce0d5e54f31a13b37781d5045","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"cf664bbb8a4a023c47e4fdeccf706fa42ea5d82d538afb170d9c4acf8cf73216\",\"course_id\":\"CS&D 867\",\"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 867\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"019dc9cc-18d1-3371-b571-36f48be443e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"CS&D 867\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"019dc9cc-18d1-3371-b571-36f48be443e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"CS&D 867\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"019dc9cc-18d1-3371-b571-36f48be443e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2024: 4.00 GPA, 100.0% A/AB (n=8 letter grades); Spring 2025: 4.00 GPA, 100.0% A/AB (n=7 letter grades); Spring 2026: 4.00 GPA, 100.0% A/AB (n=12 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}]