[{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_1c8b5af9983067a62bc73cf8","course_id":"ELPA 726","catalog_version_id":"c2100ecfe6c0ad7dbcd95918a07be9b804a29792ae0f1de45e791962502b33ec","record_version_id":"fd6019f6b9c99f910ee90c7fb09d67ff1cbb1d3f43d58bc4cd459bc9abb4a74a","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"e5a09b5acafe950e19246493af3e5516f714f1bf75850c9a15d016ce7de7bea4","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Graduate/professional standing\",\"course\":null,\"evidence\":\"Graduate/professional standing\",\"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":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_1c8b5af9983067a62bc73cf8","course_id":"ELPA 726","catalog_version_id":"c2100ecfe6c0ad7dbcd95918a07be9b804a29792ae0f1de45e791962502b33ec","record_version_id":"fd6019f6b9c99f910ee90c7fb09d67ff1cbb1d3f43d58bc4cd459bc9abb4a74a","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"e5a09b5acafe950e19246493af3e5516f714f1bf75850c9a15d016ce7de7bea4","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[{\"evidence\":[{\"course_id\":\"ELPA 726\",\"field\":\"official_learning_outcomes\",\"outcome_index\":2,\"quote\":\"Interpret data from formative and summative assessments for use in educational planning and engage faculty in gathering, synthesizing, and using data to evaluate the quality, coordination, and coherence of the school’s curriculum, instruction, and assessment practices.\",\"source_url\":\"https://guide.wisc.edu/courses/elpa/\"}],\"label\":\"data-analysis\"}],\"assumed_background\":[],\"search_phrases\":[\"educational equity\",\"systemic school improvement\",\"data-driven decision-making\",\"systems management\",\"continuous improvement\",\"ethical frameworks\",\"formative and summative assessments\",\"curriculum evaluation\",\"implementation plan development\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"ELPA 726\",\"field\":\"description\",\"quote\":\"developing basic data analysis skills\",\"source_url\":\"https://guide.wisc.edu/courses/elpa/\"}],\"text\":\"Basic data analysis skills\"},{\"evidence\":[{\"course_id\":\"ELPA 726\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Evaluate existing improvement processes, use research and data to develop an improvement process, and develop an implementation plan to support the improvement process.\",\"source_url\":\"https://guide.wisc.edu/courses/elpa/\"}],\"text\":\"Developing improvement processes and implementation plans\"},{\"evidence\":[{\"course_id\":\"ELPA 726\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Evaluate ethical dimensions of issues, analyze decisions in terms of established ethical frameworks, and develop a communication plan to advocate for ethical decisions.\",\"source_url\":\"https://guide.wisc.edu/courses/elpa/\"}],\"text\":\"Ethical analysis and communication planning\"},{\"evidence\":[{\"course_id\":\"ELPA 726\",\"field\":\"official_learning_outcomes\",\"outcome_index\":3,\"quote\":\"Master principles of systems management and continuous improvement.\",\"source_url\":\"https://guide.wisc.edu/courses/elpa/\"}],\"text\":\"Systems management and continuous improvement\"}],\"summary\":{\"evidence\":[{\"course_id\":\"ELPA 726\",\"field\":\"title\",\"quote\":\"DATA-DRIVEN LEADERSHIP FOR EDUCATIONAL EQUITY AND SYSTEMIC SCHOOL IMPROVEMENT\",\"source_url\":\"https://guide.wisc.edu/courses/elpa/\"},{\"course_id\":\"ELPA 726\",\"field\":\"description\",\"quote\":\"Engages educational leaders in data-driven decision-making from a system-wide perspective, and developing basic data analysis skills.\",\"source_url\":\"https://guide.wisc.edu/courses/elpa/\"}],\"text\":\"Educational leaders learn data-driven decision-making from a system-wide perspective, focusing on equity, systemic school improvement, and basic data analysis skills.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ELPA 726\",\"field\":\"title\",\"quote\":\"DATA-DRIVEN LEADERSHIP FOR EDUCATIONAL EQUITY AND SYSTEMIC SCHOOL IMPROVEMENT\",\"source_url\":\"https://guide.wisc.edu/courses/elpa/\"}],\"text\":\"Educational equity and systemic school improvement\"},{\"evidence\":[{\"course_id\":\"ELPA 726\",\"field\":\"description\",\"quote\":\"data-driven decision-making from a system-wide perspective\",\"source_url\":\"https://guide.wisc.edu/courses/elpa/\"}],\"text\":\"Data-driven decision-making\"},{\"evidence\":[{\"course_id\":\"ELPA 726\",\"field\":\"official_learning_outcomes\",\"outcome_index\":3,\"quote\":\"Master principles of systems management and continuous improvement.\",\"source_url\":\"https://guide.wisc.edu/courses/elpa/\"}],\"text\":\"Systems management and continuous improvement\"},{\"evidence\":[{\"course_id\":\"ELPA 726\",\"field\":\"official_learning_outcomes\",\"outcome_index\":2,\"quote\":\"Interpret data from formative and summative assessments for use in educational planning\",\"source_url\":\"https://guide.wisc.edu/courses/elpa/\"}],\"text\":\"Assessment data interpretation\"}]}","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_1c8b5af9983067a62bc73cf8","course_id":"ELPA 726","catalog_version_id":"c2100ecfe6c0ad7dbcd95918a07be9b804a29792ae0f1de45e791962502b33ec","record_version_id":"fd6019f6b9c99f910ee90c7fb09d67ff1cbb1d3f43d58bc4cd459bc9abb4a74a","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"e5a09b5acafe950e19246493af3e5516f714f1bf75850c9a15d016ce7de7bea4","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_1c8b5af9983067a62bc73cf8","course_id":"ELPA 726","catalog_version_id":"c2100ecfe6c0ad7dbcd95918a07be9b804a29792ae0f1de45e791962502b33ec","record_version_id":"fd6019f6b9c99f910ee90c7fb09d67ff1cbb1d3f43d58bc4cd459bc9abb4a74a","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"e5a09b5acafe950e19246493af3e5516f714f1bf75850c9a15d016ce7de7bea4","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"c829a463ec737b254455358daa618eeb145c0c8eab50ade72f8f4860033b6dac\",\"course_id\":\"ELPA 726\",\"current_instructors\":[],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":false,\"profile_hash\":\"3f5110430805ccdd533c0c072df62d68a8a5f5441c4530bbdb15d419a199a09c\",\"quick_take\":[{\"citations\":[{\"course_id\":\"ELPA 726\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"9e46e58a-0bfa-3d1e-9f6a-39381ffc7832\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1154\",\"type\":\"grade\"},{\"course_id\":\"ELPA 726\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"9e46e58a-0bfa-3d1e-9f6a-39381ffc7832\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"ELPA 726\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"9e46e58a-0bfa-3d1e-9f6a-39381ffc7832\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2015: 3.86 GPA, 92.9% A/AB (n=14 letter grades); Spring 2016: 3.94 GPA, 100.0% A/AB (n=9 letter grades); Spring 2017: 3.94 GPA, 100.0% A/AB (n=9 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_1c8b5af9983067a62bc73cf8","course_id":"ELPA 726","catalog_version_id":"6cdb16f52c0189710c386725fc4246bf8eb022d7f16d6b3ec3a5f052fa5ad174","record_version_id":"dd77944a5f6d8999d8d84fa52c9c5eee3b477a5035c28de19a07990925a66743","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"b25557ac6a36d10caa663b6eda1cf2cf420bf35e6474bc12321fa12c4ffe2b07","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Graduate/professional standing\",\"course\":null,\"evidence\":\"Graduate/professional standing\",\"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_1c8b5af9983067a62bc73cf8","course_id":"ELPA 726","catalog_version_id":"6cdb16f52c0189710c386725fc4246bf8eb022d7f16d6b3ec3a5f052fa5ad174","record_version_id":"dd77944a5f6d8999d8d84fa52c9c5eee3b477a5035c28de19a07990925a66743","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"b25557ac6a36d10caa663b6eda1cf2cf420bf35e6474bc12321fa12c4ffe2b07","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"data-driven decision making education\",\"educational leadership data analysis\",\"school improvement equity data\",\"ELPA 726 graduate leadership\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"ELPA 726\",\"field\":\"description\",\"quote\":\"developing basic data analysis skills\"}],\"text\":\"Data analysis skills\"}],\"summary\":{\"evidence\":[{\"course_id\":\"ELPA 726\",\"field\":\"description\",\"quote\":\"Engages educational leaders in data-driven decision-making from a system-wide perspective\"}],\"text\":\"ELPA 726 engages educational leaders in data-driven decision-making from a system-wide perspective.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ELPA 726\",\"field\":\"title\",\"quote\":\"DATA-DRIVEN LEADERSHIP FOR EDUCATIONAL EQUITY AND SYSTEMIC SCHOOL IMPROVEMENT\"}],\"text\":\"Data-driven leadership\"},{\"evidence\":[{\"course_id\":\"ELPA 726\",\"field\":\"title\",\"quote\":\"EDUCATIONAL EQUITY AND SYSTEMIC SCHOOL IMPROVEMENT\"}],\"text\":\"Educational equity and systemic school improvement\"},{\"evidence\":[{\"course_id\":\"ELPA 726\",\"field\":\"description\",\"quote\":\"data-driven decision-making from a system-wide perspective\"}],\"text\":\"System-wide decision-making\"}]}","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_1c8b5af9983067a62bc73cf8","course_id":"ELPA 726","catalog_version_id":"6cdb16f52c0189710c386725fc4246bf8eb022d7f16d6b3ec3a5f052fa5ad174","record_version_id":"dd77944a5f6d8999d8d84fa52c9c5eee3b477a5035c28de19a07990925a66743","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"b25557ac6a36d10caa663b6eda1cf2cf420bf35e6474bc12321fa12c4ffe2b07","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_1c8b5af9983067a62bc73cf8","course_id":"ELPA 726","catalog_version_id":"6cdb16f52c0189710c386725fc4246bf8eb022d7f16d6b3ec3a5f052fa5ad174","record_version_id":"dd77944a5f6d8999d8d84fa52c9c5eee3b477a5035c28de19a07990925a66743","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"1353991bc762e8994aebd79492cb4e402ba79c2e6b37974a6825c91d6f8c9cd3","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Graduate/professional standing\",\"course\":null,\"evidence\":\"Graduate/professional standing\",\"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_1c8b5af9983067a62bc73cf8","course_id":"ELPA 726","catalog_version_id":"6cdb16f52c0189710c386725fc4246bf8eb022d7f16d6b3ec3a5f052fa5ad174","record_version_id":"dd77944a5f6d8999d8d84fa52c9c5eee3b477a5035c28de19a07990925a66743","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"1353991bc762e8994aebd79492cb4e402ba79c2e6b37974a6825c91d6f8c9cd3","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"data-driven decision making education\",\"educational leadership data analysis\",\"school improvement equity data\",\"ELPA 726 graduate leadership\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"ELPA 726\",\"field\":\"description\",\"quote\":\"developing basic data analysis skills\"}],\"text\":\"Data analysis skills\"}],\"summary\":{\"evidence\":[{\"course_id\":\"ELPA 726\",\"field\":\"description\",\"quote\":\"Engages educational leaders in data-driven decision-making from a system-wide perspective\"}],\"text\":\"ELPA 726 engages educational leaders in data-driven decision-making from a system-wide perspective.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ELPA 726\",\"field\":\"title\",\"quote\":\"DATA-DRIVEN LEADERSHIP FOR EDUCATIONAL EQUITY AND SYSTEMIC SCHOOL IMPROVEMENT\"}],\"text\":\"Data-driven leadership\"},{\"evidence\":[{\"course_id\":\"ELPA 726\",\"field\":\"title\",\"quote\":\"EDUCATIONAL EQUITY AND SYSTEMIC SCHOOL IMPROVEMENT\"}],\"text\":\"Educational equity and systemic school improvement\"},{\"evidence\":[{\"course_id\":\"ELPA 726\",\"field\":\"description\",\"quote\":\"data-driven decision-making from a system-wide perspective\"}],\"text\":\"System-wide decision-making\"}]}","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_1c8b5af9983067a62bc73cf8","course_id":"ELPA 726","catalog_version_id":"6cdb16f52c0189710c386725fc4246bf8eb022d7f16d6b3ec3a5f052fa5ad174","record_version_id":"dd77944a5f6d8999d8d84fa52c9c5eee3b477a5035c28de19a07990925a66743","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"1353991bc762e8994aebd79492cb4e402ba79c2e6b37974a6825c91d6f8c9cd3","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_1c8b5af9983067a62bc73cf8","course_id":"ELPA 726","catalog_version_id":"c2100ecfe6c0ad7dbcd95918a07be9b804a29792ae0f1de45e791962502b33ec","record_version_id":"fd6019f6b9c99f910ee90c7fb09d67ff1cbb1d3f43d58bc4cd459bc9abb4a74a","job_id":"enrich-6556a505c10f448d98d02466","output_id":"0b9f8b8d54378789c642cf1369c8bded12ee086e013a5b53ef5552b1df89839a","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Graduate/professional standing\",\"course\":null,\"evidence\":\"Graduate/professional standing\",\"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_1c8b5af9983067a62bc73cf8","course_id":"ELPA 726","catalog_version_id":"c2100ecfe6c0ad7dbcd95918a07be9b804a29792ae0f1de45e791962502b33ec","record_version_id":"fd6019f6b9c99f910ee90c7fb09d67ff1cbb1d3f43d58bc4cd459bc9abb4a74a","job_id":"enrich-6556a505c10f448d98d02466","output_id":"0b9f8b8d54378789c642cf1369c8bded12ee086e013a5b53ef5552b1df89839a","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[{\"evidence\":[{\"course_id\":\"ELPA 726\",\"field\":\"official_learning_outcomes\",\"outcome_index\":2,\"quote\":\"Interpret data from formative and summative assessments for use in educational planning and engage faculty in gathering, synthesizing, and using data to evaluate the quality, coordination, and coherence of the school’s curriculum, instruction, and assessment practices.\",\"source_url\":\"https://guide.wisc.edu/courses/elpa/\"}],\"label\":\"data-analysis\"}],\"assumed_background\":[],\"search_phrases\":[\"educational equity\",\"systemic school improvement\",\"data-driven decision-making\",\"systems management\",\"continuous improvement\",\"ethical frameworks\",\"formative and summative assessments\",\"curriculum evaluation\",\"implementation plan development\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"ELPA 726\",\"field\":\"description\",\"quote\":\"developing basic data analysis skills\",\"source_url\":\"https://guide.wisc.edu/courses/elpa/\"}],\"text\":\"Basic data analysis skills\"},{\"evidence\":[{\"course_id\":\"ELPA 726\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Evaluate existing improvement processes, use research and data to develop an improvement process, and develop an implementation plan to support the improvement process.\",\"source_url\":\"https://guide.wisc.edu/courses/elpa/\"}],\"text\":\"Developing improvement processes and implementation plans\"},{\"evidence\":[{\"course_id\":\"ELPA 726\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Evaluate ethical dimensions of issues, analyze decisions in terms of established ethical frameworks, and develop a communication plan to advocate for ethical decisions.\",\"source_url\":\"https://guide.wisc.edu/courses/elpa/\"}],\"text\":\"Ethical analysis and communication planning\"},{\"evidence\":[{\"course_id\":\"ELPA 726\",\"field\":\"official_learning_outcomes\",\"outcome_index\":3,\"quote\":\"Master principles of systems management and continuous improvement.\",\"source_url\":\"https://guide.wisc.edu/courses/elpa/\"}],\"text\":\"Systems management and continuous improvement\"}],\"summary\":{\"evidence\":[{\"course_id\":\"ELPA 726\",\"field\":\"title\",\"quote\":\"DATA-DRIVEN LEADERSHIP FOR EDUCATIONAL EQUITY AND SYSTEMIC SCHOOL IMPROVEMENT\",\"source_url\":\"https://guide.wisc.edu/courses/elpa/\"},{\"course_id\":\"ELPA 726\",\"field\":\"description\",\"quote\":\"Engages educational leaders in data-driven decision-making from a system-wide perspective, and developing basic data analysis skills.\",\"source_url\":\"https://guide.wisc.edu/courses/elpa/\"}],\"text\":\"Educational leaders learn data-driven decision-making from a system-wide perspective, focusing on equity, systemic school improvement, and basic data analysis skills.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ELPA 726\",\"field\":\"title\",\"quote\":\"DATA-DRIVEN LEADERSHIP FOR EDUCATIONAL EQUITY AND SYSTEMIC SCHOOL IMPROVEMENT\",\"source_url\":\"https://guide.wisc.edu/courses/elpa/\"}],\"text\":\"Educational equity and systemic school improvement\"},{\"evidence\":[{\"course_id\":\"ELPA 726\",\"field\":\"description\",\"quote\":\"data-driven decision-making from a system-wide perspective\",\"source_url\":\"https://guide.wisc.edu/courses/elpa/\"}],\"text\":\"Data-driven decision-making\"},{\"evidence\":[{\"course_id\":\"ELPA 726\",\"field\":\"official_learning_outcomes\",\"outcome_index\":3,\"quote\":\"Master principles of systems management and continuous improvement.\",\"source_url\":\"https://guide.wisc.edu/courses/elpa/\"}],\"text\":\"Systems management and continuous improvement\"},{\"evidence\":[{\"course_id\":\"ELPA 726\",\"field\":\"official_learning_outcomes\",\"outcome_index\":2,\"quote\":\"Interpret data from formative and summative assessments for use in educational planning\",\"source_url\":\"https://guide.wisc.edu/courses/elpa/\"}],\"text\":\"Assessment data interpretation\"}]}","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_1c8b5af9983067a62bc73cf8","course_id":"ELPA 726","catalog_version_id":"c2100ecfe6c0ad7dbcd95918a07be9b804a29792ae0f1de45e791962502b33ec","record_version_id":"fd6019f6b9c99f910ee90c7fb09d67ff1cbb1d3f43d58bc4cd459bc9abb4a74a","job_id":"enrich-6556a505c10f448d98d02466","output_id":"0b9f8b8d54378789c642cf1369c8bded12ee086e013a5b53ef5552b1df89839a","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_1c8b5af9983067a62bc73cf8","course_id":"ELPA 726","catalog_version_id":"6cdb16f52c0189710c386725fc4246bf8eb022d7f16d6b3ec3a5f052fa5ad174","record_version_id":"dd77944a5f6d8999d8d84fa52c9c5eee3b477a5035c28de19a07990925a66743","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"c04b62b99703ccbcba32607d2b730a4012bcfdb606aa42bdbc32db00b459a6bd","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Graduate/professional standing\",\"course\":null,\"evidence\":\"Graduate/professional standing\",\"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_1c8b5af9983067a62bc73cf8","course_id":"ELPA 726","catalog_version_id":"6cdb16f52c0189710c386725fc4246bf8eb022d7f16d6b3ec3a5f052fa5ad174","record_version_id":"dd77944a5f6d8999d8d84fa52c9c5eee3b477a5035c28de19a07990925a66743","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"c04b62b99703ccbcba32607d2b730a4012bcfdb606aa42bdbc32db00b459a6bd","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"data-driven decision making education\",\"educational leadership data analysis\",\"school improvement equity data\",\"ELPA 726 graduate leadership\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"ELPA 726\",\"field\":\"description\",\"quote\":\"developing basic data analysis skills\"}],\"text\":\"Data analysis skills\"}],\"summary\":{\"evidence\":[{\"course_id\":\"ELPA 726\",\"field\":\"description\",\"quote\":\"Engages educational leaders in data-driven decision-making from a system-wide perspective\"}],\"text\":\"ELPA 726 engages educational leaders in data-driven decision-making from a system-wide perspective.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ELPA 726\",\"field\":\"title\",\"quote\":\"DATA-DRIVEN LEADERSHIP FOR EDUCATIONAL EQUITY AND SYSTEMIC SCHOOL IMPROVEMENT\"}],\"text\":\"Data-driven leadership\"},{\"evidence\":[{\"course_id\":\"ELPA 726\",\"field\":\"title\",\"quote\":\"EDUCATIONAL EQUITY AND SYSTEMIC SCHOOL IMPROVEMENT\"}],\"text\":\"Educational equity and systemic school improvement\"},{\"evidence\":[{\"course_id\":\"ELPA 726\",\"field\":\"description\",\"quote\":\"data-driven decision-making from a system-wide perspective\"}],\"text\":\"System-wide decision-making\"}]}","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_1c8b5af9983067a62bc73cf8","course_id":"ELPA 726","catalog_version_id":"6cdb16f52c0189710c386725fc4246bf8eb022d7f16d6b3ec3a5f052fa5ad174","record_version_id":"dd77944a5f6d8999d8d84fa52c9c5eee3b477a5035c28de19a07990925a66743","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"c04b62b99703ccbcba32607d2b730a4012bcfdb606aa42bdbc32db00b459a6bd","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_1c8b5af9983067a62bc73cf8","course_id":"ELPA 726","catalog_version_id":"6cdb16f52c0189710c386725fc4246bf8eb022d7f16d6b3ec3a5f052fa5ad174","record_version_id":"dd77944a5f6d8999d8d84fa52c9c5eee3b477a5035c28de19a07990925a66743","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"c04b62b99703ccbcba32607d2b730a4012bcfdb606aa42bdbc32db00b459a6bd","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"3d42baf95a382280f982e3d426974d09f569336d6ba1931e516a8e30fc3ce256\",\"course_id\":\"ELPA 726\",\"current_instructors\":[],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":false,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"course_id\":\"ELPA 726\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"9e46e58a-0bfa-3d1e-9f6a-39381ffc7832\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1154\",\"type\":\"grade\"},{\"course_id\":\"ELPA 726\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"9e46e58a-0bfa-3d1e-9f6a-39381ffc7832\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"ELPA 726\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"9e46e58a-0bfa-3d1e-9f6a-39381ffc7832\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2015: 3.86 GPA, 92.9% A/AB (n=14 letter grades); Spring 2016: 3.94 GPA, 100.0% A/AB (n=9 letter grades); Spring 2017: 3.94 GPA, 100.0% A/AB (n=9 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}]