[{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_18fc90984fed28db875d50fc","course_id":"CS&D 865","catalog_version_id":"bbe0d328b9bcbd32e2f2e086faf98e091db319b1b554d3b638964c062884c56c","record_version_id":"040654787e3ea2d2647089a03db6d6db00d36985b4cbd7eadbcce9ea9e9db925","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"626cac9d9595e8cf36a652c10e71da968aa8a2908247bad4064dcef9a57bcc5e","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\":\"req-1\",\"kind\":\"condition\"}],\"notes\":[\"Requirement is program membership rather than a specific course prerequisite.\",\"No linked courses provided to resolve program reference.\"],\"root\":\"req-1\",\"status\":\"needs_review\"}","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_18fc90984fed28db875d50fc","course_id":"CS&D 865","catalog_version_id":"bbe0d328b9bcbd32e2f2e086faf98e091db319b1b554d3b638964c062884c56c","record_version_id":"040654787e3ea2d2647089a03db6d6db00d36985b4cbd7eadbcce9ea9e9db925","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"626cac9d9595e8cf36a652c10e71da968aa8a2908247bad4064dcef9a57bcc5e","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[],\"assumed_background\":[{\"evidence\":[{\"course_id\":\"CS&D 865\",\"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\":[\"practice management\",\"non-profit and for-profit practice models\",\"organizational structure\",\"legal and tax implications\",\"financial performance\",\"personnel management\",\"marketing strategies\",\"risk management\",\"professional ethics\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"CS&D 865\",\"field\":\"description\",\"quote\":\"Consideration of non-profit and for-profit practice models with emphasis on organizational structure, legal and tax implications, financial performance, policies and practices of personnel management, marketing strategies, risk management and professional ethics.\",\"source_url\":\"https://guide.wisc.edu/courses/cs_d/\"}],\"text\":\"Practice management principles including organizational structure, legal/tax implications, financial performance, personnel management, marketing, risk management, and ethics.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"CS&D 865\",\"field\":\"title\",\"quote\":\"PRACTICE MANAGEMENT\",\"source_url\":\"https://guide.wisc.edu/courses/cs_d/\"},{\"course_id\":\"CS&D 865\",\"field\":\"description\",\"quote\":\"Consideration of non-profit and for-profit practice models with emphasis on organizational structure, legal and tax implications, financial performance, policies and practices of personnel management, marketing strategies, risk management and professional ethics.\",\"source_url\":\"https://guide.wisc.edu/courses/cs_d/\"}],\"text\":\"Examines non-profit and for-profit practice models focusing on organizational structure, legal/tax issues, financials, personnel, marketing, risk, and ethics.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"CS&D 865\",\"field\":\"description\",\"quote\":\"non-profit and for-profit practice models\",\"source_url\":\"https://guide.wisc.edu/courses/cs_d/\"}],\"text\":\"Non-profit and for-profit practice models\"},{\"evidence\":[{\"course_id\":\"CS&D 865\",\"field\":\"description\",\"quote\":\"organizational structure\",\"source_url\":\"https://guide.wisc.edu/courses/cs_d/\"}],\"text\":\"Organizational structure\"},{\"evidence\":[{\"course_id\":\"CS&D 865\",\"field\":\"description\",\"quote\":\"legal and tax implications\",\"source_url\":\"https://guide.wisc.edu/courses/cs_d/\"}],\"text\":\"Legal and tax implications\"},{\"evidence\":[{\"course_id\":\"CS&D 865\",\"field\":\"description\",\"quote\":\"financial performance\",\"source_url\":\"https://guide.wisc.edu/courses/cs_d/\"}],\"text\":\"Financial performance\"},{\"evidence\":[{\"course_id\":\"CS&D 865\",\"field\":\"description\",\"quote\":\"policies and practices of personnel management\",\"source_url\":\"https://guide.wisc.edu/courses/cs_d/\"}],\"text\":\"Personnel management\"},{\"evidence\":[{\"course_id\":\"CS&D 865\",\"field\":\"description\",\"quote\":\"marketing strategies\",\"source_url\":\"https://guide.wisc.edu/courses/cs_d/\"}],\"text\":\"Marketing strategies\"},{\"evidence\":[{\"course_id\":\"CS&D 865\",\"field\":\"description\",\"quote\":\"risk management\",\"source_url\":\"https://guide.wisc.edu/courses/cs_d/\"}],\"text\":\"Risk management\"},{\"evidence\":[{\"course_id\":\"CS&D 865\",\"field\":\"description\",\"quote\":\"professional ethics\",\"source_url\":\"https://guide.wisc.edu/courses/cs_d/\"}],\"text\":\"Professional ethics\"}]}","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_18fc90984fed28db875d50fc","course_id":"CS&D 865","catalog_version_id":"bbe0d328b9bcbd32e2f2e086faf98e091db319b1b554d3b638964c062884c56c","record_version_id":"040654787e3ea2d2647089a03db6d6db00d36985b4cbd7eadbcce9ea9e9db925","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"626cac9d9595e8cf36a652c10e71da968aa8a2908247bad4064dcef9a57bcc5e","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_18fc90984fed28db875d50fc","course_id":"CS&D 865","catalog_version_id":"bbe0d328b9bcbd32e2f2e086faf98e091db319b1b554d3b638964c062884c56c","record_version_id":"040654787e3ea2d2647089a03db6d6db00d36985b4cbd7eadbcce9ea9e9db925","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"626cac9d9595e8cf36a652c10e71da968aa8a2908247bad4064dcef9a57bcc5e","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"d2e52b3ab5c76b71e892f77326d33b197bbbf37f7390a641a49cf31b0fbedb75\",\"course_id\":\"CS&D 865\",\"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 865\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"2c568dac-f999-3716-982d-7a25df7f93b3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"},{\"course_id\":\"CS&D 865\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"2c568dac-f999-3716-982d-7a25df7f93b3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"CS&D 865\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"2c568dac-f999-3716-982d-7a25df7f93b3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2019: 4.00 GPA, 100.0% A/AB (n=20 letter grades); Spring 2023: 4.00 GPA, 100.0% A/AB (n=19 letter grades); Spring 2025: 3.95 GPA, 100.0% A/AB (n=19 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_18fc90984fed28db875d50fc","course_id":"CS&D 865","catalog_version_id":"bbe0d328b9bcbd32e2f2e086faf98e091db319b1b554d3b638964c062884c56c","record_version_id":"d81aaa61b3d07ce92701d6d6df04ccef748c168e5e8b3d81dfcaa43439b16303","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"224e2465414431899f7a30c9db538dee6cc2e976ad9c6e5abf6b7e7c051b10f3","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\":\"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_18fc90984fed28db875d50fc","course_id":"CS&D 865","catalog_version_id":"bbe0d328b9bcbd32e2f2e086faf98e091db319b1b554d3b638964c062884c56c","record_version_id":"d81aaa61b3d07ce92701d6d6df04ccef748c168e5e8b3d81dfcaa43439b16303","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"224e2465414431899f7a30c9db538dee6cc2e976ad9c6e5abf6b7e7c051b10f3","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"CS&D 865\",\"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 Audiology\"}],\"search_phrases\":[\"practice management audiology\",\"non-profit for-profit practice models\",\"audiology program requirements\",\"organizational structure legal tax\",\"personnel management marketing risk ethics\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"CS&D 865\",\"field\":\"description\",\"quote\":\"Consideration of non-profit and for-profit practice models\"}],\"text\":\"Analysis of non-profit and for-profit practice models\"},{\"evidence\":[{\"course_id\":\"CS&D 865\",\"field\":\"description\",\"quote\":\"emphasis on organizational structure, legal and tax implications\"}],\"text\":\"Understanding organizational structure, legal and tax implications\"},{\"evidence\":[{\"course_id\":\"CS&D 865\",\"field\":\"description\",\"quote\":\"financial performance, policies and practices of personnel management\"}],\"text\":\"Financial performance and personnel management policies\"},{\"evidence\":[{\"course_id\":\"CS&D 865\",\"field\":\"description\",\"quote\":\"marketing strategies, risk management and professional ethics\"}],\"text\":\"Marketing strategies, risk management and professional ethics\"}],\"summary\":{\"evidence\":[{\"course_id\":\"CS&D 865\",\"field\":\"title\",\"quote\":\"PRACTICE MANAGEMENT\"},{\"course_id\":\"CS&D 865\",\"field\":\"description\",\"quote\":\"Consideration of non-profit and for-profit practice models with emphasis on organizational structure, legal and tax implications, financial performance, policies and practices of personnel management, marketing strategies, risk management and professional ethics.\"}],\"text\":\"CS&D 865 Practice Management covers non-profit and for-profit practice models, organizational structure, legal/tax implications, financial performance, personnel management, marketing, risk management, and ethics.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"CS&D 865\",\"field\":\"description\",\"quote\":\"non-profit and for-profit practice models\"}],\"text\":\"Practice models (non-profit and for-profit)\"},{\"evidence\":[{\"course_id\":\"CS&D 865\",\"field\":\"description\",\"quote\":\"organizational structure, legal and tax implications\"}],\"text\":\"Organizational structure, legal and tax implications\"},{\"evidence\":[{\"course_id\":\"CS&D 865\",\"field\":\"description\",\"quote\":\"financial performance\"}],\"text\":\"Financial performance\"},{\"evidence\":[{\"course_id\":\"CS&D 865\",\"field\":\"description\",\"quote\":\"policies and practices of personnel management\"}],\"text\":\"Personnel management policies and practices\"},{\"evidence\":[{\"course_id\":\"CS&D 865\",\"field\":\"description\",\"quote\":\"marketing strategies\"}],\"text\":\"Marketing strategies\"},{\"evidence\":[{\"course_id\":\"CS&D 865\",\"field\":\"description\",\"quote\":\"risk management and professional ethics\"}],\"text\":\"Risk management and professional ethics\"}]}","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_18fc90984fed28db875d50fc","course_id":"CS&D 865","catalog_version_id":"bbe0d328b9bcbd32e2f2e086faf98e091db319b1b554d3b638964c062884c56c","record_version_id":"d81aaa61b3d07ce92701d6d6df04ccef748c168e5e8b3d81dfcaa43439b16303","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"224e2465414431899f7a30c9db538dee6cc2e976ad9c6e5abf6b7e7c051b10f3","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_18fc90984fed28db875d50fc","course_id":"CS&D 865","catalog_version_id":"bbe0d328b9bcbd32e2f2e086faf98e091db319b1b554d3b638964c062884c56c","record_version_id":"d81aaa61b3d07ce92701d6d6df04ccef748c168e5e8b3d81dfcaa43439b16303","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"cc78041f844c4bb281a042059d2b3e93dcbc1794c21b85d0c9496cb5d439c193","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\":\"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_18fc90984fed28db875d50fc","course_id":"CS&D 865","catalog_version_id":"bbe0d328b9bcbd32e2f2e086faf98e091db319b1b554d3b638964c062884c56c","record_version_id":"d81aaa61b3d07ce92701d6d6df04ccef748c168e5e8b3d81dfcaa43439b16303","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"cc78041f844c4bb281a042059d2b3e93dcbc1794c21b85d0c9496cb5d439c193","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"CS&D 865\",\"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 Audiology\"}],\"search_phrases\":[\"practice management audiology\",\"non-profit for-profit practice models\",\"audiology program requirements\",\"organizational structure legal tax\",\"personnel management marketing risk ethics\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"CS&D 865\",\"field\":\"description\",\"quote\":\"Consideration of non-profit and for-profit practice models\"}],\"text\":\"Analysis of non-profit and for-profit practice models\"},{\"evidence\":[{\"course_id\":\"CS&D 865\",\"field\":\"description\",\"quote\":\"emphasis on organizational structure, legal and tax implications\"}],\"text\":\"Understanding organizational structure, legal and tax implications\"},{\"evidence\":[{\"course_id\":\"CS&D 865\",\"field\":\"description\",\"quote\":\"financial performance, policies and practices of personnel management\"}],\"text\":\"Financial performance and personnel management policies\"},{\"evidence\":[{\"course_id\":\"CS&D 865\",\"field\":\"description\",\"quote\":\"marketing strategies, risk management and professional ethics\"}],\"text\":\"Marketing strategies, risk management and professional ethics\"}],\"summary\":{\"evidence\":[{\"course_id\":\"CS&D 865\",\"field\":\"title\",\"quote\":\"PRACTICE MANAGEMENT\"},{\"course_id\":\"CS&D 865\",\"field\":\"description\",\"quote\":\"Consideration of non-profit and for-profit practice models with emphasis on organizational structure, legal and tax implications, financial performance, policies and practices of personnel management, marketing strategies, risk management and professional ethics.\"}],\"text\":\"CS&D 865 Practice Management covers non-profit and for-profit practice models, organizational structure, legal/tax implications, financial performance, personnel management, marketing, risk management, and ethics.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"CS&D 865\",\"field\":\"description\",\"quote\":\"non-profit and for-profit practice models\"}],\"text\":\"Practice models (non-profit and for-profit)\"},{\"evidence\":[{\"course_id\":\"CS&D 865\",\"field\":\"description\",\"quote\":\"organizational structure, legal and tax implications\"}],\"text\":\"Organizational structure, legal and tax implications\"},{\"evidence\":[{\"course_id\":\"CS&D 865\",\"field\":\"description\",\"quote\":\"financial performance\"}],\"text\":\"Financial performance\"},{\"evidence\":[{\"course_id\":\"CS&D 865\",\"field\":\"description\",\"quote\":\"policies and practices of personnel management\"}],\"text\":\"Personnel management policies and practices\"},{\"evidence\":[{\"course_id\":\"CS&D 865\",\"field\":\"description\",\"quote\":\"marketing strategies\"}],\"text\":\"Marketing strategies\"},{\"evidence\":[{\"course_id\":\"CS&D 865\",\"field\":\"description\",\"quote\":\"risk management and professional ethics\"}],\"text\":\"Risk management and professional ethics\"}]}","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_18fc90984fed28db875d50fc","course_id":"CS&D 865","catalog_version_id":"bbe0d328b9bcbd32e2f2e086faf98e091db319b1b554d3b638964c062884c56c","record_version_id":"d81aaa61b3d07ce92701d6d6df04ccef748c168e5e8b3d81dfcaa43439b16303","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"cc78041f844c4bb281a042059d2b3e93dcbc1794c21b85d0c9496cb5d439c193","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_18fc90984fed28db875d50fc","course_id":"CS&D 865","catalog_version_id":"bbe0d328b9bcbd32e2f2e086faf98e091db319b1b554d3b638964c062884c56c","record_version_id":"040654787e3ea2d2647089a03db6d6db00d36985b4cbd7eadbcce9ea9e9db925","job_id":"enrich-6556a505c10f448d98d02466","output_id":"65cc8688b4e15092ce0c621b3d4317d1ec78e40062deae95d4dd25dbc7f42395","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\":\"req-1\",\"kind\":\"condition\"}],\"notes\":[\"Requirement is program membership rather than a specific course prerequisite.\",\"No linked courses provided to resolve program reference.\"],\"root\":\"req-1\",\"status\":\"needs_review\"}","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_18fc90984fed28db875d50fc","course_id":"CS&D 865","catalog_version_id":"bbe0d328b9bcbd32e2f2e086faf98e091db319b1b554d3b638964c062884c56c","record_version_id":"040654787e3ea2d2647089a03db6d6db00d36985b4cbd7eadbcce9ea9e9db925","job_id":"enrich-6556a505c10f448d98d02466","output_id":"65cc8688b4e15092ce0c621b3d4317d1ec78e40062deae95d4dd25dbc7f42395","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[],\"assumed_background\":[{\"evidence\":[{\"course_id\":\"CS&D 865\",\"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\":[\"practice management\",\"non-profit and for-profit practice models\",\"organizational structure\",\"legal and tax implications\",\"financial performance\",\"personnel management\",\"marketing strategies\",\"risk management\",\"professional ethics\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"CS&D 865\",\"field\":\"description\",\"quote\":\"Consideration of non-profit and for-profit practice models with emphasis on organizational structure, legal and tax implications, financial performance, policies and practices of personnel management, marketing strategies, risk management and professional ethics.\",\"source_url\":\"https://guide.wisc.edu/courses/cs_d/\"}],\"text\":\"Practice management principles including organizational structure, legal/tax implications, financial performance, personnel management, marketing, risk management, and ethics.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"CS&D 865\",\"field\":\"title\",\"quote\":\"PRACTICE MANAGEMENT\",\"source_url\":\"https://guide.wisc.edu/courses/cs_d/\"},{\"course_id\":\"CS&D 865\",\"field\":\"description\",\"quote\":\"Consideration of non-profit and for-profit practice models with emphasis on organizational structure, legal and tax implications, financial performance, policies and practices of personnel management, marketing strategies, risk management and professional ethics.\",\"source_url\":\"https://guide.wisc.edu/courses/cs_d/\"}],\"text\":\"Examines non-profit and for-profit practice models focusing on organizational structure, legal/tax issues, financials, personnel, marketing, risk, and ethics.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"CS&D 865\",\"field\":\"description\",\"quote\":\"non-profit and for-profit practice models\",\"source_url\":\"https://guide.wisc.edu/courses/cs_d/\"}],\"text\":\"Non-profit and for-profit practice models\"},{\"evidence\":[{\"course_id\":\"CS&D 865\",\"field\":\"description\",\"quote\":\"organizational structure\",\"source_url\":\"https://guide.wisc.edu/courses/cs_d/\"}],\"text\":\"Organizational structure\"},{\"evidence\":[{\"course_id\":\"CS&D 865\",\"field\":\"description\",\"quote\":\"legal and tax implications\",\"source_url\":\"https://guide.wisc.edu/courses/cs_d/\"}],\"text\":\"Legal and tax implications\"},{\"evidence\":[{\"course_id\":\"CS&D 865\",\"field\":\"description\",\"quote\":\"financial performance\",\"source_url\":\"https://guide.wisc.edu/courses/cs_d/\"}],\"text\":\"Financial performance\"},{\"evidence\":[{\"course_id\":\"CS&D 865\",\"field\":\"description\",\"quote\":\"policies and practices of personnel management\",\"source_url\":\"https://guide.wisc.edu/courses/cs_d/\"}],\"text\":\"Personnel management\"},{\"evidence\":[{\"course_id\":\"CS&D 865\",\"field\":\"description\",\"quote\":\"marketing strategies\",\"source_url\":\"https://guide.wisc.edu/courses/cs_d/\"}],\"text\":\"Marketing strategies\"},{\"evidence\":[{\"course_id\":\"CS&D 865\",\"field\":\"description\",\"quote\":\"risk management\",\"source_url\":\"https://guide.wisc.edu/courses/cs_d/\"}],\"text\":\"Risk management\"},{\"evidence\":[{\"course_id\":\"CS&D 865\",\"field\":\"description\",\"quote\":\"professional ethics\",\"source_url\":\"https://guide.wisc.edu/courses/cs_d/\"}],\"text\":\"Professional ethics\"}]}","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_18fc90984fed28db875d50fc","course_id":"CS&D 865","catalog_version_id":"bbe0d328b9bcbd32e2f2e086faf98e091db319b1b554d3b638964c062884c56c","record_version_id":"040654787e3ea2d2647089a03db6d6db00d36985b4cbd7eadbcce9ea9e9db925","job_id":"enrich-6556a505c10f448d98d02466","output_id":"65cc8688b4e15092ce0c621b3d4317d1ec78e40062deae95d4dd25dbc7f42395","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_18fc90984fed28db875d50fc","course_id":"CS&D 865","catalog_version_id":"bbe0d328b9bcbd32e2f2e086faf98e091db319b1b554d3b638964c062884c56c","record_version_id":"d81aaa61b3d07ce92701d6d6df04ccef748c168e5e8b3d81dfcaa43439b16303","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"9b890bafd77def15907fd8bb6b7fc92fc4ec97dc55b5c566a3fec2ee795450b7","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\":\"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_18fc90984fed28db875d50fc","course_id":"CS&D 865","catalog_version_id":"bbe0d328b9bcbd32e2f2e086faf98e091db319b1b554d3b638964c062884c56c","record_version_id":"d81aaa61b3d07ce92701d6d6df04ccef748c168e5e8b3d81dfcaa43439b16303","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"9b890bafd77def15907fd8bb6b7fc92fc4ec97dc55b5c566a3fec2ee795450b7","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"CS&D 865\",\"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 Audiology\"}],\"search_phrases\":[\"practice management audiology\",\"non-profit for-profit practice models\",\"audiology program requirements\",\"organizational structure legal tax\",\"personnel management marketing risk ethics\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"CS&D 865\",\"field\":\"description\",\"quote\":\"Consideration of non-profit and for-profit practice models\"}],\"text\":\"Analysis of non-profit and for-profit practice models\"},{\"evidence\":[{\"course_id\":\"CS&D 865\",\"field\":\"description\",\"quote\":\"emphasis on organizational structure, legal and tax implications\"}],\"text\":\"Understanding organizational structure, legal and tax implications\"},{\"evidence\":[{\"course_id\":\"CS&D 865\",\"field\":\"description\",\"quote\":\"financial performance, policies and practices of personnel management\"}],\"text\":\"Financial performance and personnel management policies\"},{\"evidence\":[{\"course_id\":\"CS&D 865\",\"field\":\"description\",\"quote\":\"marketing strategies, risk management and professional ethics\"}],\"text\":\"Marketing strategies, risk management and professional ethics\"}],\"summary\":{\"evidence\":[{\"course_id\":\"CS&D 865\",\"field\":\"title\",\"quote\":\"PRACTICE MANAGEMENT\"},{\"course_id\":\"CS&D 865\",\"field\":\"description\",\"quote\":\"Consideration of non-profit and for-profit practice models with emphasis on organizational structure, legal and tax implications, financial performance, policies and practices of personnel management, marketing strategies, risk management and professional ethics.\"}],\"text\":\"CS&D 865 Practice Management covers non-profit and for-profit practice models, organizational structure, legal/tax implications, financial performance, personnel management, marketing, risk management, and ethics.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"CS&D 865\",\"field\":\"description\",\"quote\":\"non-profit and for-profit practice models\"}],\"text\":\"Practice models (non-profit and for-profit)\"},{\"evidence\":[{\"course_id\":\"CS&D 865\",\"field\":\"description\",\"quote\":\"organizational structure, legal and tax implications\"}],\"text\":\"Organizational structure, legal and tax implications\"},{\"evidence\":[{\"course_id\":\"CS&D 865\",\"field\":\"description\",\"quote\":\"financial performance\"}],\"text\":\"Financial performance\"},{\"evidence\":[{\"course_id\":\"CS&D 865\",\"field\":\"description\",\"quote\":\"policies and practices of personnel management\"}],\"text\":\"Personnel management policies and practices\"},{\"evidence\":[{\"course_id\":\"CS&D 865\",\"field\":\"description\",\"quote\":\"marketing strategies\"}],\"text\":\"Marketing strategies\"},{\"evidence\":[{\"course_id\":\"CS&D 865\",\"field\":\"description\",\"quote\":\"risk management and professional ethics\"}],\"text\":\"Risk management and professional ethics\"}]}","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_18fc90984fed28db875d50fc","course_id":"CS&D 865","catalog_version_id":"bbe0d328b9bcbd32e2f2e086faf98e091db319b1b554d3b638964c062884c56c","record_version_id":"d81aaa61b3d07ce92701d6d6df04ccef748c168e5e8b3d81dfcaa43439b16303","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"9b890bafd77def15907fd8bb6b7fc92fc4ec97dc55b5c566a3fec2ee795450b7","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_18fc90984fed28db875d50fc","course_id":"CS&D 865","catalog_version_id":"bbe0d328b9bcbd32e2f2e086faf98e091db319b1b554d3b638964c062884c56c","record_version_id":"d81aaa61b3d07ce92701d6d6df04ccef748c168e5e8b3d81dfcaa43439b16303","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"9b890bafd77def15907fd8bb6b7fc92fc4ec97dc55b5c566a3fec2ee795450b7","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"baeef1ae12982cb28918576a9939977cfadddea6e6b927e10184bcfac7fabeb1\",\"course_id\":\"CS&D 865\",\"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 865\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"2c568dac-f999-3716-982d-7a25df7f93b3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"},{\"course_id\":\"CS&D 865\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"2c568dac-f999-3716-982d-7a25df7f93b3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"CS&D 865\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"2c568dac-f999-3716-982d-7a25df7f93b3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2019: 4.00 GPA, 100.0% A/AB (n=20 letter grades); Spring 2023: 4.00 GPA, 100.0% A/AB (n=19 letter grades); Spring 2025: 3.95 GPA, 100.0% A/AB (n=19 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}]