[{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_837484bd041755a8092903c6","course_id":"EDPOL 205","catalog_version_id":"0ec6ab321b7193b62f5cbcf72810c0e7699e91a538b9fa776b9dacc74c4c2a47","record_version_id":"c9ad6aae0ba2fcc8d22e6c0e9fe5de0946968b164deb555635df72e96906e742","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"ff50d278902b89ef178436094f06ab0af945778515fc610d54091ed610930d2c","section":"requirements","status":"valid","value_json":"{\"nodes\":[],\"notes\":[],\"root\":null,\"status\":\"none\"}","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_837484bd041755a8092903c6","course_id":"EDPOL 205","catalog_version_id":"0ec6ab321b7193b62f5cbcf72810c0e7699e91a538b9fa776b9dacc74c4c2a47","record_version_id":"c9ad6aae0ba2fcc8d22e6c0e9fe5de0946968b164deb555635df72e96906e742","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"ff50d278902b89ef178436094f06ab0af945778515fc610d54091ed610930d2c","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[{\"evidence\":[{\"course_id\":\"EDPOL 205\",\"field\":\"official_learning_outcomes\",\"outcome_index\":5,\"quote\":\"Develop academic speaking and writing skills\",\"source_url\":\"https://guide.wisc.edu/courses/ed_pol/\"}],\"label\":\"writing\"},{\"evidence\":[{\"course_id\":\"EDPOL 205\",\"field\":\"official_learning_outcomes\",\"outcome_index\":5,\"quote\":\"Develop academic speaking and writing skills\",\"source_url\":\"https://guide.wisc.edu/courses/ed_pol/\"}],\"label\":\"presentations\"}],\"assumed_background\":[],\"search_phrases\":[\"language policy education\",\"sociolinguistics inequality\",\"cultural politics in education\",\"linguistic inequality\",\"language and social justice\",\"education equity language\",\"anthropology of language\",\"language pedagogy equity\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"EDPOL 205\",\"field\":\"description\",\"quote\":\"Read in the fields of anthropology, sociolinguistics, and language policy to consider how language policies, politics, and practices either reinforce or reduce educational and social inequality.\",\"source_url\":\"https://guide.wisc.edu/courses/ed_pol/\"}],\"text\":\"Reading and analyzing texts in anthropology, sociolinguistics, and language policy.\"},{\"evidence\":[{\"course_id\":\"EDPOL 205\",\"field\":\"official_learning_outcomes\",\"outcome_index\":4,\"quote\":\"Analyze how language constructs inequalities in texts, media and everyday interactions.\",\"source_url\":\"https://guide.wisc.edu/courses/ed_pol/\"}],\"text\":\"Analyzing how language constructs inequalities in texts, media, and interactions.\"},{\"evidence\":[{\"course_id\":\"EDPOL 205\",\"field\":\"official_learning_outcomes\",\"outcome_index\":2,\"quote\":\"Compare language policies and their impact on equity efforts across a range of locations.\",\"source_url\":\"https://guide.wisc.edu/courses/ed_pol/\"}],\"text\":\"Comparing language policies and their impact on equity across locations.\"},{\"evidence\":[{\"course_id\":\"EDPOL 205\",\"field\":\"official_learning_outcomes\",\"outcome_index\":5,\"quote\":\"Develop academic speaking and writing skills\",\"source_url\":\"https://guide.wisc.edu/courses/ed_pol/\"}],\"text\":\"Developing academic speaking and writing skills.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"EDPOL 205\",\"field\":\"title\",\"quote\":\"LANGUAGE AND SOCIAL INEQUALITY\",\"source_url\":\"https://guide.wisc.edu/courses/ed_pol/\"},{\"course_id\":\"EDPOL 205\",\"field\":\"description\",\"quote\":\"Examine cultural and language politics, policies, and practices in education. Read in the fields of anthropology, sociolinguistics, and language policy to consider how language policies, politics, and practices either reinforce or reduce educational and social inequality.\",\"source_url\":\"https://guide.wisc.edu/courses/ed_pol/\"}],\"text\":\"Examines cultural and language politics in education through anthropology, sociolinguistics, and language policy to understand how they reinforce or reduce inequality.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"EDPOL 205\",\"field\":\"description\",\"quote\":\"Examine cultural and language politics, policies, and practices in education.\",\"source_url\":\"https://guide.wisc.edu/courses/ed_pol/\"}],\"text\":\"Cultural and language politics, policies, and practices in education.\"},{\"evidence\":[{\"course_id\":\"EDPOL 205\",\"field\":\"description\",\"quote\":\"Read in the fields of anthropology, sociolinguistics, and language policy\",\"source_url\":\"https://guide.wisc.edu/courses/ed_pol/\"}],\"text\":\"Anthropology, sociolinguistics, and language policy.\"},{\"evidence\":[{\"course_id\":\"EDPOL 205\",\"field\":\"official_learning_outcomes\",\"outcome_index\":3,\"quote\":\"Learn about key concepts in the study of language, culture, and social inequality.\",\"source_url\":\"https://guide.wisc.edu/courses/ed_pol/\"}],\"text\":\"Key concepts in the study of language, culture, and social inequality.\"},{\"evidence\":[{\"course_id\":\"EDPOL 205\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Analyze how linguistic inequality is often reinforced but can be addressed more equitably through education.\",\"source_url\":\"https://guide.wisc.edu/courses/ed_pol/\"}],\"text\":\"Linguistic inequality and equitable education.\"}]}","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_837484bd041755a8092903c6","course_id":"EDPOL 205","catalog_version_id":"0ec6ab321b7193b62f5cbcf72810c0e7699e91a538b9fa776b9dacc74c4c2a47","record_version_id":"c9ad6aae0ba2fcc8d22e6c0e9fe5de0946968b164deb555635df72e96906e742","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"ff50d278902b89ef178436094f06ab0af945778515fc610d54091ed610930d2c","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_837484bd041755a8092903c6","course_id":"EDPOL 205","catalog_version_id":"0ec6ab321b7193b62f5cbcf72810c0e7699e91a538b9fa776b9dacc74c4c2a47","record_version_id":"c9ad6aae0ba2fcc8d22e6c0e9fe5de0946968b164deb555635df72e96906e742","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"ff50d278902b89ef178436094f06ab0af945778515fc610d54091ed610930d2c","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"45fe359b7383e83d4c7b9ce32af43015996cb790dd99e25bc43ce29d6aeedd67\",\"course_id\":\"EDPOL 205\",\"current_instructors\":[{\"instructor_uid\":\"instructor_409a22c5b206adf5af8d7ba9\",\"message\":\"No course-specific reviews available\",\"name\":\"Edgar Valles\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":\"rmp:3058884\",\"summary\":[{\"citations\":[{\"course_id\":\"EDPOL 205\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"f61c45b3-f886-3219-b42b-baa559867665\",\"source_record\":{\"entity_id\":\"f61c45b3-f886-3219-b42b-baa559867665\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"EDPOL 205\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"f61c45b3-f886-3219-b42b-baa559867665\",\"source_record\":{\"entity_id\":\"f61c45b3-f886-3219-b42b-baa559867665\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.96 GPA, 97.3% A/AB (n=37 letter grades); Spring 2026: 3.97 GPA, 96.8% A/AB (n=31 letter grades). Includes jointly taught sections.\"}]}],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":true,\"profile_hash\":\"3f5110430805ccdd533c0c072df62d68a8a5f5441c4530bbdb15d419a199a09c\",\"quick_take\":[{\"citations\":[{\"course_id\":\"EDPOL 205\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"f61c45b3-f886-3219-b42b-baa559867665\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"EDPOL 205\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"f61c45b3-f886-3219-b42b-baa559867665\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"EDPOL 205\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"f61c45b3-f886-3219-b42b-baa559867665\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2024: 3.70 GPA, 80.0% A/AB (n=15 letter grades); Spring 2025: 3.96 GPA, 97.3% A/AB (n=37 letter grades); Spring 2026: 3.97 GPA, 96.8% A/AB (n=31 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"9dea82ef7f2113a5605c1c6030c4f9b19967eb742cc93a78268fb92357d29f5c\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"EDPOL 205\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"f61c45b3-f886-3219-b42b-baa559867665\",\"source_record\":{\"entity_id\":\"f61c45b3-f886-3219-b42b-baa559867665\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"EDPOL 205\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"f61c45b3-f886-3219-b42b-baa559867665\",\"source_record\":{\"entity_id\":\"f61c45b3-f886-3219-b42b-baa559867665\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"EDGAR VALLES is recorded teaching in Spring 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"}],\"term_id\":\"1274\",\"term_name\":\"2027 Sprng\",\"version\":3}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":true},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_837484bd041755a8092903c6","course_id":"EDPOL 205","catalog_version_id":"27fa9eb2ba611469984f6aaaa3c8ffe10a5f60df3d6ef8adf7a959fd1dc482de","record_version_id":"0ab16eb86e891b0460d969adf63914633be1a915869d69f4b8897a43ef0f5ce8","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"9095bb38edc0325424928e124dd094a7d6c1d9f3b42f538730b1a1f9b0c17ec3","section":"requirements","status":"valid","value_json":"{\"nodes\":[],\"notes\":[],\"root\":null,\"status\":\"none\"}","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_837484bd041755a8092903c6","course_id":"EDPOL 205","catalog_version_id":"27fa9eb2ba611469984f6aaaa3c8ffe10a5f60df3d6ef8adf7a959fd1dc482de","record_version_id":"0ab16eb86e891b0460d969adf63914633be1a915869d69f4b8897a43ef0f5ce8","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"9095bb38edc0325424928e124dd094a7d6c1d9f3b42f538730b1a1f9b0c17ec3","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"language policy education inequality\",\"sociolinguistics anthropology education\",\"cultural politics education policy\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"EDPOL 205\",\"field\":\"description\",\"quote\":\"Examine cultural and language politics, policies, and practices in education.\"}],\"text\":\"Examination of cultural and language politics in education\"},{\"evidence\":[{\"course_id\":\"EDPOL 205\",\"field\":\"description\",\"quote\":\"consider how language policies, politics, and practices either reinforce or reduce educational and social inequality.\"}],\"text\":\"Analysis of language policies and social inequality\"}],\"summary\":{\"evidence\":[{\"course_id\":\"EDPOL 205\",\"field\":\"title\",\"quote\":\"LANGUAGE AND SOCIAL INEQUALITY\"},{\"course_id\":\"EDPOL 205\",\"field\":\"description\",\"quote\":\"Examine cultural and language politics, policies, and practices in education.\"}],\"text\":\"EDPOL 205 examines cultural and language politics in education, analyzing how policies reinforce or reduce social inequality.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"EDPOL 205\",\"field\":\"description\",\"quote\":\"Read in the fields of anthropology, sociolinguistics, and language policy\"}],\"text\":\"Anthropology, sociolinguistics, and language policy\"},{\"evidence\":[{\"course_id\":\"EDPOL 205\",\"field\":\"description\",\"quote\":\"consider how language policies, politics, and practices either reinforce or reduce educational and social inequality.\"}],\"text\":\"Educational and social inequality\"}]}","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_837484bd041755a8092903c6","course_id":"EDPOL 205","catalog_version_id":"27fa9eb2ba611469984f6aaaa3c8ffe10a5f60df3d6ef8adf7a959fd1dc482de","record_version_id":"0ab16eb86e891b0460d969adf63914633be1a915869d69f4b8897a43ef0f5ce8","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"9095bb38edc0325424928e124dd094a7d6c1d9f3b42f538730b1a1f9b0c17ec3","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_837484bd041755a8092903c6","course_id":"EDPOL 205","catalog_version_id":"27fa9eb2ba611469984f6aaaa3c8ffe10a5f60df3d6ef8adf7a959fd1dc482de","record_version_id":"0ab16eb86e891b0460d969adf63914633be1a915869d69f4b8897a43ef0f5ce8","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"a70b43a8aa3e552e05ddddf5f42aa5497538279e665c7a34dba4d50b375d8963","section":"requirements","status":"valid","value_json":"{\"nodes\":[],\"notes\":[],\"root\":null,\"status\":\"none\"}","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_837484bd041755a8092903c6","course_id":"EDPOL 205","catalog_version_id":"27fa9eb2ba611469984f6aaaa3c8ffe10a5f60df3d6ef8adf7a959fd1dc482de","record_version_id":"0ab16eb86e891b0460d969adf63914633be1a915869d69f4b8897a43ef0f5ce8","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"a70b43a8aa3e552e05ddddf5f42aa5497538279e665c7a34dba4d50b375d8963","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"language policy education inequality\",\"sociolinguistics anthropology education\",\"cultural politics education policy\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"EDPOL 205\",\"field\":\"description\",\"quote\":\"Examine cultural and language politics, policies, and practices in education.\"}],\"text\":\"Examination of cultural and language politics in education\"},{\"evidence\":[{\"course_id\":\"EDPOL 205\",\"field\":\"description\",\"quote\":\"consider how language policies, politics, and practices either reinforce or reduce educational and social inequality.\"}],\"text\":\"Analysis of language policies and social inequality\"}],\"summary\":{\"evidence\":[{\"course_id\":\"EDPOL 205\",\"field\":\"title\",\"quote\":\"LANGUAGE AND SOCIAL INEQUALITY\"},{\"course_id\":\"EDPOL 205\",\"field\":\"description\",\"quote\":\"Examine cultural and language politics, policies, and practices in education.\"}],\"text\":\"EDPOL 205 examines cultural and language politics in education, analyzing how policies reinforce or reduce social inequality.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"EDPOL 205\",\"field\":\"description\",\"quote\":\"Read in the fields of anthropology, sociolinguistics, and language policy\"}],\"text\":\"Anthropology, sociolinguistics, and language policy\"},{\"evidence\":[{\"course_id\":\"EDPOL 205\",\"field\":\"description\",\"quote\":\"consider how language policies, politics, and practices either reinforce or reduce educational and social inequality.\"}],\"text\":\"Educational and social inequality\"}]}","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_837484bd041755a8092903c6","course_id":"EDPOL 205","catalog_version_id":"27fa9eb2ba611469984f6aaaa3c8ffe10a5f60df3d6ef8adf7a959fd1dc482de","record_version_id":"0ab16eb86e891b0460d969adf63914633be1a915869d69f4b8897a43ef0f5ce8","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"a70b43a8aa3e552e05ddddf5f42aa5497538279e665c7a34dba4d50b375d8963","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_837484bd041755a8092903c6","course_id":"EDPOL 205","catalog_version_id":"0ec6ab321b7193b62f5cbcf72810c0e7699e91a538b9fa776b9dacc74c4c2a47","record_version_id":"c9ad6aae0ba2fcc8d22e6c0e9fe5de0946968b164deb555635df72e96906e742","job_id":"enrich-6556a505c10f448d98d02466","output_id":"e81be98c9d9da69713d43a813f151d034affb25be68851b3b1c7b38a8d81cbe7","section":"requirements","status":"valid","value_json":"{\"nodes\":[],\"notes\":[],\"root\":null,\"status\":\"none\"}","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_837484bd041755a8092903c6","course_id":"EDPOL 205","catalog_version_id":"0ec6ab321b7193b62f5cbcf72810c0e7699e91a538b9fa776b9dacc74c4c2a47","record_version_id":"c9ad6aae0ba2fcc8d22e6c0e9fe5de0946968b164deb555635df72e96906e742","job_id":"enrich-6556a505c10f448d98d02466","output_id":"e81be98c9d9da69713d43a813f151d034affb25be68851b3b1c7b38a8d81cbe7","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[{\"evidence\":[{\"course_id\":\"EDPOL 205\",\"field\":\"official_learning_outcomes\",\"outcome_index\":5,\"quote\":\"Develop academic speaking and writing skills\",\"source_url\":\"https://guide.wisc.edu/courses/ed_pol/\"}],\"label\":\"writing\"},{\"evidence\":[{\"course_id\":\"EDPOL 205\",\"field\":\"official_learning_outcomes\",\"outcome_index\":5,\"quote\":\"Develop academic speaking and writing skills\",\"source_url\":\"https://guide.wisc.edu/courses/ed_pol/\"}],\"label\":\"presentations\"}],\"assumed_background\":[],\"search_phrases\":[\"language policy education\",\"sociolinguistics inequality\",\"cultural politics in education\",\"linguistic inequality\",\"language and social justice\",\"education equity language\",\"anthropology of language\",\"language pedagogy equity\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"EDPOL 205\",\"field\":\"description\",\"quote\":\"Read in the fields of anthropology, sociolinguistics, and language policy to consider how language policies, politics, and practices either reinforce or reduce educational and social inequality.\",\"source_url\":\"https://guide.wisc.edu/courses/ed_pol/\"}],\"text\":\"Reading and analyzing texts in anthropology, sociolinguistics, and language policy.\"},{\"evidence\":[{\"course_id\":\"EDPOL 205\",\"field\":\"official_learning_outcomes\",\"outcome_index\":4,\"quote\":\"Analyze how language constructs inequalities in texts, media and everyday interactions.\",\"source_url\":\"https://guide.wisc.edu/courses/ed_pol/\"}],\"text\":\"Analyzing how language constructs inequalities in texts, media, and interactions.\"},{\"evidence\":[{\"course_id\":\"EDPOL 205\",\"field\":\"official_learning_outcomes\",\"outcome_index\":2,\"quote\":\"Compare language policies and their impact on equity efforts across a range of locations.\",\"source_url\":\"https://guide.wisc.edu/courses/ed_pol/\"}],\"text\":\"Comparing language policies and their impact on equity across locations.\"},{\"evidence\":[{\"course_id\":\"EDPOL 205\",\"field\":\"official_learning_outcomes\",\"outcome_index\":5,\"quote\":\"Develop academic speaking and writing skills\",\"source_url\":\"https://guide.wisc.edu/courses/ed_pol/\"}],\"text\":\"Developing academic speaking and writing skills.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"EDPOL 205\",\"field\":\"title\",\"quote\":\"LANGUAGE AND SOCIAL INEQUALITY\",\"source_url\":\"https://guide.wisc.edu/courses/ed_pol/\"},{\"course_id\":\"EDPOL 205\",\"field\":\"description\",\"quote\":\"Examine cultural and language politics, policies, and practices in education. Read in the fields of anthropology, sociolinguistics, and language policy to consider how language policies, politics, and practices either reinforce or reduce educational and social inequality.\",\"source_url\":\"https://guide.wisc.edu/courses/ed_pol/\"}],\"text\":\"Examines cultural and language politics in education through anthropology, sociolinguistics, and language policy to understand how they reinforce or reduce inequality.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"EDPOL 205\",\"field\":\"description\",\"quote\":\"Examine cultural and language politics, policies, and practices in education.\",\"source_url\":\"https://guide.wisc.edu/courses/ed_pol/\"}],\"text\":\"Cultural and language politics, policies, and practices in education.\"},{\"evidence\":[{\"course_id\":\"EDPOL 205\",\"field\":\"description\",\"quote\":\"Read in the fields of anthropology, sociolinguistics, and language policy\",\"source_url\":\"https://guide.wisc.edu/courses/ed_pol/\"}],\"text\":\"Anthropology, sociolinguistics, and language policy.\"},{\"evidence\":[{\"course_id\":\"EDPOL 205\",\"field\":\"official_learning_outcomes\",\"outcome_index\":3,\"quote\":\"Learn about key concepts in the study of language, culture, and social inequality.\",\"source_url\":\"https://guide.wisc.edu/courses/ed_pol/\"}],\"text\":\"Key concepts in the study of language, culture, and social inequality.\"},{\"evidence\":[{\"course_id\":\"EDPOL 205\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Analyze how linguistic inequality is often reinforced but can be addressed more equitably through education.\",\"source_url\":\"https://guide.wisc.edu/courses/ed_pol/\"}],\"text\":\"Linguistic inequality and equitable education.\"}]}","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_837484bd041755a8092903c6","course_id":"EDPOL 205","catalog_version_id":"0ec6ab321b7193b62f5cbcf72810c0e7699e91a538b9fa776b9dacc74c4c2a47","record_version_id":"c9ad6aae0ba2fcc8d22e6c0e9fe5de0946968b164deb555635df72e96906e742","job_id":"enrich-6556a505c10f448d98d02466","output_id":"e81be98c9d9da69713d43a813f151d034affb25be68851b3b1c7b38a8d81cbe7","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_837484bd041755a8092903c6","course_id":"EDPOL 205","catalog_version_id":"27fa9eb2ba611469984f6aaaa3c8ffe10a5f60df3d6ef8adf7a959fd1dc482de","record_version_id":"0ab16eb86e891b0460d969adf63914633be1a915869d69f4b8897a43ef0f5ce8","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"b79e1b9730acc20c121bdd43adfb5955f622cf6fe2d298862ee4a49f96c731ab","section":"requirements","status":"valid","value_json":"{\"nodes\":[],\"notes\":[],\"root\":null,\"status\":\"none\"}","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_837484bd041755a8092903c6","course_id":"EDPOL 205","catalog_version_id":"27fa9eb2ba611469984f6aaaa3c8ffe10a5f60df3d6ef8adf7a959fd1dc482de","record_version_id":"0ab16eb86e891b0460d969adf63914633be1a915869d69f4b8897a43ef0f5ce8","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"b79e1b9730acc20c121bdd43adfb5955f622cf6fe2d298862ee4a49f96c731ab","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"language policy education inequality\",\"sociolinguistics anthropology education\",\"cultural politics education policy\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"EDPOL 205\",\"field\":\"description\",\"quote\":\"Examine cultural and language politics, policies, and practices in education.\"}],\"text\":\"Examination of cultural and language politics in education\"},{\"evidence\":[{\"course_id\":\"EDPOL 205\",\"field\":\"description\",\"quote\":\"consider how language policies, politics, and practices either reinforce or reduce educational and social inequality.\"}],\"text\":\"Analysis of language policies and social inequality\"}],\"summary\":{\"evidence\":[{\"course_id\":\"EDPOL 205\",\"field\":\"title\",\"quote\":\"LANGUAGE AND SOCIAL INEQUALITY\"},{\"course_id\":\"EDPOL 205\",\"field\":\"description\",\"quote\":\"Examine cultural and language politics, policies, and practices in education.\"}],\"text\":\"EDPOL 205 examines cultural and language politics in education, analyzing how policies reinforce or reduce social inequality.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"EDPOL 205\",\"field\":\"description\",\"quote\":\"Read in the fields of anthropology, sociolinguistics, and language policy\"}],\"text\":\"Anthropology, sociolinguistics, and language policy\"},{\"evidence\":[{\"course_id\":\"EDPOL 205\",\"field\":\"description\",\"quote\":\"consider how language policies, politics, and practices either reinforce or reduce educational and social inequality.\"}],\"text\":\"Educational and social inequality\"}]}","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_837484bd041755a8092903c6","course_id":"EDPOL 205","catalog_version_id":"27fa9eb2ba611469984f6aaaa3c8ffe10a5f60df3d6ef8adf7a959fd1dc482de","record_version_id":"0ab16eb86e891b0460d969adf63914633be1a915869d69f4b8897a43ef0f5ce8","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"b79e1b9730acc20c121bdd43adfb5955f622cf6fe2d298862ee4a49f96c731ab","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_837484bd041755a8092903c6","course_id":"EDPOL 205","catalog_version_id":"27fa9eb2ba611469984f6aaaa3c8ffe10a5f60df3d6ef8adf7a959fd1dc482de","record_version_id":"0ab16eb86e891b0460d969adf63914633be1a915869d69f4b8897a43ef0f5ce8","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"b79e1b9730acc20c121bdd43adfb5955f622cf6fe2d298862ee4a49f96c731ab","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"9295e9e99ac2d53983453a72ba8edb83a7dc1e0cb5d083d27e7a773079ad586d\",\"course_id\":\"EDPOL 205\",\"current_instructors\":[{\"instructor_uid\":\"instructor_409a22c5b206adf5af8d7ba9\",\"message\":\"No course-specific reviews available\",\"name\":\"Edgar Valles\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":\"rmp:3058884\",\"summary\":[{\"citations\":[{\"course_id\":\"EDPOL 205\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f61c45b3-f886-3219-b42b-baa559867665\",\"source_record\":{\"entity_id\":\"f61c45b3-f886-3219-b42b-baa559867665\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"EDPOL 205\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f61c45b3-f886-3219-b42b-baa559867665\",\"source_record\":{\"entity_id\":\"f61c45b3-f886-3219-b42b-baa559867665\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.96 GPA, 97.3% A/AB (n=37 letter grades); Spring 2026: 3.97 GPA, 96.8% A/AB (n=31 letter grades). Includes jointly taught sections.\"}]}],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":true,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"course_id\":\"EDPOL 205\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"f61c45b3-f886-3219-b42b-baa559867665\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"EDPOL 205\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"f61c45b3-f886-3219-b42b-baa559867665\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"EDPOL 205\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"f61c45b3-f886-3219-b42b-baa559867665\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2024: 3.70 GPA, 80.0% A/AB (n=15 letter grades); Spring 2025: 3.96 GPA, 97.3% A/AB (n=37 letter grades); Spring 2026: 3.97 GPA, 96.8% A/AB (n=31 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"EDPOL 205\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f61c45b3-f886-3219-b42b-baa559867665\",\"source_record\":{\"entity_id\":\"f61c45b3-f886-3219-b42b-baa559867665\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"EDPOL 205\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f61c45b3-f886-3219-b42b-baa559867665\",\"source_record\":{\"entity_id\":\"f61c45b3-f886-3219-b42b-baa559867665\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"EDGAR VALLES is recorded teaching in Spring 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"}],\"term_id\":\"1272\",\"term_name\":\"2026 Fall\",\"version\":2}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false}]