[{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_9e6cf048429da92f21d56758","course_id":"EDPOL 202","catalog_version_id":"2404eb9d6f70daba44a68c7ca38c5dee0de89533a684a2909409bdd21aa4d0f0","record_version_id":"57a2d50099b28bd05a8ec2944e524303a08891b9a78b84a8045eed723d306c6f","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"edd3416c841bd25d74578e8b3ff95021868d3c0ac133e28f7bea2bca59eaf684","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Satisfied Communications A\",\"course\":null,\"evidence\":\"Satisfied Communications A\",\"id\":\"comm-a\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"comm-a\",\"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_9e6cf048429da92f21d56758","course_id":"EDPOL 202","catalog_version_id":"2404eb9d6f70daba44a68c7ca38c5dee0de89533a684a2909409bdd21aa4d0f0","record_version_id":"57a2d50099b28bd05a8ec2944e524303a08891b9a78b84a8045eed723d306c6f","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"edd3416c841bd25d74578e8b3ff95021868d3c0ac133e28f7bea2bca59eaf684","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[{\"evidence\":[{\"course_id\":\"EDPOL 202\",\"field\":\"official_learning_outcomes\",\"outcome_index\":7,\"quote\":\"Develop and sharpen oral and written communication skills via presentations, discussion (in-person and online), and report and paper writing.\",\"source_url\":\"https://guide.wisc.edu/courses/ed_pol/\"}],\"label\":\"presentations\"},{\"evidence\":[{\"course_id\":\"EDPOL 202\",\"field\":\"official_learning_outcomes\",\"outcome_index\":8,\"quote\":\"Develop and sharpen skills in conducting technical academic research and writing that includes collecting and summarizing information, preparing outlines, and writing and revising manuscripts.\",\"source_url\":\"https://guide.wisc.edu/courses/ed_pol/\"}],\"label\":\"writing\"}],\"assumed_background\":[],\"search_phrases\":[\"education careers\",\"social sciences major value\",\"career development theory\",\"education labor market\",\"professional online presence\",\"oral and written communication\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"EDPOL 202\",\"field\":\"description\",\"quote\":\"hands-on activities to provide practical tools for succeeding in college and the 21st century workplace (e.g., writing a cover letter, conducting literature reviews).\",\"source_url\":\"https://guide.wisc.edu/courses/ed_pol/\"}],\"text\":\"Writing cover letters and conducting literature reviews\"},{\"evidence\":[{\"course_id\":\"EDPOL 202\",\"field\":\"official_learning_outcomes\",\"outcome_index\":6,\"quote\":\"Understand key steps in the job-search process, and begin establishing a professional online presence and professional contacts.\",\"source_url\":\"https://guide.wisc.edu/courses/ed_pol/\"}],\"text\":\"Establishing a professional online presence and contacts\"},{\"evidence\":[{\"course_id\":\"EDPOL 202\",\"field\":\"official_learning_outcomes\",\"outcome_index\":7,\"quote\":\"Develop and sharpen oral and written communication skills via presentations, discussion (in-person and online), and report and paper writing.\",\"source_url\":\"https://guide.wisc.edu/courses/ed_pol/\"}],\"text\":\"Oral and written communication through presentations and reports\"}],\"summary\":{\"evidence\":[{\"course_id\":\"EDPOL 202\",\"field\":\"title\",\"quote\":\"CAREERS IN EDUCATION\",\"source_url\":\"https://guide.wisc.edu/courses/ed_pol/\"},{\"course_id\":\"EDPOL 202\",\"field\":\"description\",\"quote\":\"Explores the meaning, value, and potential of an education/social sciences major for a variety of education-related careers in the contemporary workplace.\",\"source_url\":\"https://guide.wisc.edu/courses/ed_pol/\"}],\"text\":\"Explores the value of an education/social sciences major for education-related careers in the contemporary workplace.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"EDPOL 202\",\"field\":\"description\",\"quote\":\"theories of the relationships among education, work, skills and society\",\"source_url\":\"https://guide.wisc.edu/courses/ed_pol/\"}],\"text\":\"Relationships among education, work, skills, and society\"},{\"evidence\":[{\"course_id\":\"EDPOL 202\",\"field\":\"description\",\"quote\":\"contextual forces shaping education and the labor market (the Covid-19 pandemic, inequality and racism, and climate change)\",\"source_url\":\"https://guide.wisc.edu/courses/ed_pol/\"}],\"text\":\"Contextual forces: pandemic, inequality, racism, and climate change\"},{\"evidence\":[{\"course_id\":\"EDPOL 202\",\"field\":\"official_learning_outcomes\",\"outcome_index\":3,\"quote\":\"Learn about the specific jobs and occupations that are available for someone with an education and/or social sciences degree;\",\"source_url\":\"https://guide.wisc.edu/courses/ed_pol/\"}],\"text\":\"Jobs and occupations for education and social sciences degrees\"}]}","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_9e6cf048429da92f21d56758","course_id":"EDPOL 202","catalog_version_id":"2404eb9d6f70daba44a68c7ca38c5dee0de89533a684a2909409bdd21aa4d0f0","record_version_id":"57a2d50099b28bd05a8ec2944e524303a08891b9a78b84a8045eed723d306c6f","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"edd3416c841bd25d74578e8b3ff95021868d3c0ac133e28f7bea2bca59eaf684","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_9e6cf048429da92f21d56758","course_id":"EDPOL 202","catalog_version_id":"2404eb9d6f70daba44a68c7ca38c5dee0de89533a684a2909409bdd21aa4d0f0","record_version_id":"57a2d50099b28bd05a8ec2944e524303a08891b9a78b84a8045eed723d306c6f","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"edd3416c841bd25d74578e8b3ff95021868d3c0ac133e28f7bea2bca59eaf684","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"ed39b1309fcd3e0d4fd881bb7fbbd38d60dfe3b9ce519ba510380433b0bc8504\",\"course_id\":\"EDPOL 202\",\"current_instructors\":[{\"instructor_uid\":\"instructor_3a064b744992c9631d386ce1\",\"message\":\"No course-specific reviews available\",\"name\":\"Batuhan Aydagul\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[]}],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":true,\"profile_hash\":\"3f5110430805ccdd533c0c072df62d68a8a5f5441c4530bbdb15d419a199a09c\",\"quick_take\":[{\"citations\":[{\"course_id\":\"EDPOL 202\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"05d26fa1-5b9f-3b61-885a-7a2676a9b523\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"EDPOL 202\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"05d26fa1-5b9f-3b61-885a-7a2676a9b523\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"EDPOL 202\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"05d26fa1-5b9f-3b61-885a-7a2676a9b523\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2023: 3.83 GPA, 90.7% A/AB (n=43 letter grades); Fall 2024: 3.94 GPA, 96.0% A/AB (n=25 letter grades); Fall 2025: 3.96 GPA, 95.8% A/AB (n=24 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_9e6cf048429da92f21d56758","course_id":"EDPOL 202","catalog_version_id":"48b368bb63b060c8703873a220a3119b28b827b0d6f9095f70ac5cacf23bdb16","record_version_id":"82b6ece99456479b801bd34300627638866134963f655af4fec4a95cb05590d8","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"2cfd136eb8b33322a61edc4b1ef4adb977cb28b18685f6566d5481edf35e9364","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Satisfied Communications A\",\"course\":null,\"evidence\":\"Satisfied Communications A\",\"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_9e6cf048429da92f21d56758","course_id":"EDPOL 202","catalog_version_id":"48b368bb63b060c8703873a220a3119b28b827b0d6f9095f70ac5cacf23bdb16","record_version_id":"82b6ece99456479b801bd34300627638866134963f655af4fec4a95cb05590d8","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"2cfd136eb8b33322a61edc4b1ef4adb977cb28b18685f6566d5481edf35e9364","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"education social sciences major careers\",\"education work skills society theories\",\"labor market inequality racism climate change\",\"cover letter literature reviews college success\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"EDPOL 202\",\"field\":\"description\",\"quote\":\"developing key competencies (e.g., oral and written communication, critical thinking)\"}],\"text\":\"Oral and written communication, critical thinking\"},{\"evidence\":[{\"course_id\":\"EDPOL 202\",\"field\":\"description\",\"quote\":\"hands-on activities to provide practical tools for succeeding in college and the 21st century workplace (e.g., writing a cover letter, conducting literature reviews)\"}],\"text\":\"Writing a cover letter, conducting literature reviews\"}],\"summary\":{\"evidence\":[{\"course_id\":\"EDPOL 202\",\"field\":\"title\",\"quote\":\"CAREERS IN EDUCATION\"},{\"course_id\":\"EDPOL 202\",\"field\":\"description\",\"quote\":\"Explores the meaning, value, and potential of an education/social sciences major for a variety of education-related careers in the contemporary workplace.\"}],\"text\":\"EDPOL 202 CAREERS IN EDUCATION explores the value of an education/social sciences major for contemporary careers, analyzing contextual forces and developing practical workplace competencies.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"EDPOL 202\",\"field\":\"description\",\"quote\":\"review of theories of the relationships among education, work, skills and society\"}],\"text\":\"Theories of relationships among education, work, skills, and society\"},{\"evidence\":[{\"course_id\":\"EDPOL 202\",\"field\":\"description\",\"quote\":\"analyses of contextual forces shaping education and the labor market (the Covid-19 pandemic, inequality and racism, and climate change)\"}],\"text\":\"Contextual forces shaping education and the labor market, including pandemic, inequality, racism, and climate change\"}]}","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_9e6cf048429da92f21d56758","course_id":"EDPOL 202","catalog_version_id":"48b368bb63b060c8703873a220a3119b28b827b0d6f9095f70ac5cacf23bdb16","record_version_id":"82b6ece99456479b801bd34300627638866134963f655af4fec4a95cb05590d8","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"2cfd136eb8b33322a61edc4b1ef4adb977cb28b18685f6566d5481edf35e9364","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_9e6cf048429da92f21d56758","course_id":"EDPOL 202","catalog_version_id":"48b368bb63b060c8703873a220a3119b28b827b0d6f9095f70ac5cacf23bdb16","record_version_id":"82b6ece99456479b801bd34300627638866134963f655af4fec4a95cb05590d8","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"4f9f4a773a1d6dd7c250340203ac4540e476bd88b10d249fb994d0368173efd7","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Satisfied Communications A\",\"course\":null,\"evidence\":\"Satisfied Communications A\",\"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_9e6cf048429da92f21d56758","course_id":"EDPOL 202","catalog_version_id":"48b368bb63b060c8703873a220a3119b28b827b0d6f9095f70ac5cacf23bdb16","record_version_id":"82b6ece99456479b801bd34300627638866134963f655af4fec4a95cb05590d8","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"4f9f4a773a1d6dd7c250340203ac4540e476bd88b10d249fb994d0368173efd7","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"education social sciences major careers\",\"education work skills society theories\",\"labor market inequality racism climate change\",\"cover letter literature reviews college success\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"EDPOL 202\",\"field\":\"description\",\"quote\":\"developing key competencies (e.g., oral and written communication, critical thinking)\"}],\"text\":\"Oral and written communication, critical thinking\"},{\"evidence\":[{\"course_id\":\"EDPOL 202\",\"field\":\"description\",\"quote\":\"hands-on activities to provide practical tools for succeeding in college and the 21st century workplace (e.g., writing a cover letter, conducting literature reviews)\"}],\"text\":\"Writing a cover letter, conducting literature reviews\"}],\"summary\":{\"evidence\":[{\"course_id\":\"EDPOL 202\",\"field\":\"title\",\"quote\":\"CAREERS IN EDUCATION\"},{\"course_id\":\"EDPOL 202\",\"field\":\"description\",\"quote\":\"Explores the meaning, value, and potential of an education/social sciences major for a variety of education-related careers in the contemporary workplace.\"}],\"text\":\"EDPOL 202 CAREERS IN EDUCATION explores the value of an education/social sciences major for contemporary careers, analyzing contextual forces and developing practical workplace competencies.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"EDPOL 202\",\"field\":\"description\",\"quote\":\"review of theories of the relationships among education, work, skills and society\"}],\"text\":\"Theories of relationships among education, work, skills, and society\"},{\"evidence\":[{\"course_id\":\"EDPOL 202\",\"field\":\"description\",\"quote\":\"analyses of contextual forces shaping education and the labor market (the Covid-19 pandemic, inequality and racism, and climate change)\"}],\"text\":\"Contextual forces shaping education and the labor market, including pandemic, inequality, racism, and climate change\"}]}","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_9e6cf048429da92f21d56758","course_id":"EDPOL 202","catalog_version_id":"48b368bb63b060c8703873a220a3119b28b827b0d6f9095f70ac5cacf23bdb16","record_version_id":"82b6ece99456479b801bd34300627638866134963f655af4fec4a95cb05590d8","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"4f9f4a773a1d6dd7c250340203ac4540e476bd88b10d249fb994d0368173efd7","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_9e6cf048429da92f21d56758","course_id":"EDPOL 202","catalog_version_id":"2404eb9d6f70daba44a68c7ca38c5dee0de89533a684a2909409bdd21aa4d0f0","record_version_id":"57a2d50099b28bd05a8ec2944e524303a08891b9a78b84a8045eed723d306c6f","job_id":"enrich-6556a505c10f448d98d02466","output_id":"4a67864ac06c44a54b050f59ada7f6e494c9f60e01d5e20031bcd50477bdecf7","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Satisfied Communications A\",\"course\":null,\"evidence\":\"Satisfied Communications A\",\"id\":\"comm-a\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"comm-a\",\"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_9e6cf048429da92f21d56758","course_id":"EDPOL 202","catalog_version_id":"2404eb9d6f70daba44a68c7ca38c5dee0de89533a684a2909409bdd21aa4d0f0","record_version_id":"57a2d50099b28bd05a8ec2944e524303a08891b9a78b84a8045eed723d306c6f","job_id":"enrich-6556a505c10f448d98d02466","output_id":"4a67864ac06c44a54b050f59ada7f6e494c9f60e01d5e20031bcd50477bdecf7","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[{\"evidence\":[{\"course_id\":\"EDPOL 202\",\"field\":\"official_learning_outcomes\",\"outcome_index\":7,\"quote\":\"Develop and sharpen oral and written communication skills via presentations, discussion (in-person and online), and report and paper writing.\",\"source_url\":\"https://guide.wisc.edu/courses/ed_pol/\"}],\"label\":\"presentations\"},{\"evidence\":[{\"course_id\":\"EDPOL 202\",\"field\":\"official_learning_outcomes\",\"outcome_index\":8,\"quote\":\"Develop and sharpen skills in conducting technical academic research and writing that includes collecting and summarizing information, preparing outlines, and writing and revising manuscripts.\",\"source_url\":\"https://guide.wisc.edu/courses/ed_pol/\"}],\"label\":\"writing\"}],\"assumed_background\":[],\"search_phrases\":[\"education careers\",\"social sciences major value\",\"career development theory\",\"education labor market\",\"professional online presence\",\"oral and written communication\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"EDPOL 202\",\"field\":\"description\",\"quote\":\"hands-on activities to provide practical tools for succeeding in college and the 21st century workplace (e.g., writing a cover letter, conducting literature reviews).\",\"source_url\":\"https://guide.wisc.edu/courses/ed_pol/\"}],\"text\":\"Writing cover letters and conducting literature reviews\"},{\"evidence\":[{\"course_id\":\"EDPOL 202\",\"field\":\"official_learning_outcomes\",\"outcome_index\":6,\"quote\":\"Understand key steps in the job-search process, and begin establishing a professional online presence and professional contacts.\",\"source_url\":\"https://guide.wisc.edu/courses/ed_pol/\"}],\"text\":\"Establishing a professional online presence and contacts\"},{\"evidence\":[{\"course_id\":\"EDPOL 202\",\"field\":\"official_learning_outcomes\",\"outcome_index\":7,\"quote\":\"Develop and sharpen oral and written communication skills via presentations, discussion (in-person and online), and report and paper writing.\",\"source_url\":\"https://guide.wisc.edu/courses/ed_pol/\"}],\"text\":\"Oral and written communication through presentations and reports\"}],\"summary\":{\"evidence\":[{\"course_id\":\"EDPOL 202\",\"field\":\"title\",\"quote\":\"CAREERS IN EDUCATION\",\"source_url\":\"https://guide.wisc.edu/courses/ed_pol/\"},{\"course_id\":\"EDPOL 202\",\"field\":\"description\",\"quote\":\"Explores the meaning, value, and potential of an education/social sciences major for a variety of education-related careers in the contemporary workplace.\",\"source_url\":\"https://guide.wisc.edu/courses/ed_pol/\"}],\"text\":\"Explores the value of an education/social sciences major for education-related careers in the contemporary workplace.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"EDPOL 202\",\"field\":\"description\",\"quote\":\"theories of the relationships among education, work, skills and society\",\"source_url\":\"https://guide.wisc.edu/courses/ed_pol/\"}],\"text\":\"Relationships among education, work, skills, and society\"},{\"evidence\":[{\"course_id\":\"EDPOL 202\",\"field\":\"description\",\"quote\":\"contextual forces shaping education and the labor market (the Covid-19 pandemic, inequality and racism, and climate change)\",\"source_url\":\"https://guide.wisc.edu/courses/ed_pol/\"}],\"text\":\"Contextual forces: pandemic, inequality, racism, and climate change\"},{\"evidence\":[{\"course_id\":\"EDPOL 202\",\"field\":\"official_learning_outcomes\",\"outcome_index\":3,\"quote\":\"Learn about the specific jobs and occupations that are available for someone with an education and/or social sciences degree;\",\"source_url\":\"https://guide.wisc.edu/courses/ed_pol/\"}],\"text\":\"Jobs and occupations for education and social sciences degrees\"}]}","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_9e6cf048429da92f21d56758","course_id":"EDPOL 202","catalog_version_id":"2404eb9d6f70daba44a68c7ca38c5dee0de89533a684a2909409bdd21aa4d0f0","record_version_id":"57a2d50099b28bd05a8ec2944e524303a08891b9a78b84a8045eed723d306c6f","job_id":"enrich-6556a505c10f448d98d02466","output_id":"4a67864ac06c44a54b050f59ada7f6e494c9f60e01d5e20031bcd50477bdecf7","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_9e6cf048429da92f21d56758","course_id":"EDPOL 202","catalog_version_id":"48b368bb63b060c8703873a220a3119b28b827b0d6f9095f70ac5cacf23bdb16","record_version_id":"82b6ece99456479b801bd34300627638866134963f655af4fec4a95cb05590d8","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"5b47b1a4166cab512024b461d8551ccd0b1cb7a25d0755c4d89f35ea48e6bb9a","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Satisfied Communications A\",\"course\":null,\"evidence\":\"Satisfied Communications A\",\"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_9e6cf048429da92f21d56758","course_id":"EDPOL 202","catalog_version_id":"48b368bb63b060c8703873a220a3119b28b827b0d6f9095f70ac5cacf23bdb16","record_version_id":"82b6ece99456479b801bd34300627638866134963f655af4fec4a95cb05590d8","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"5b47b1a4166cab512024b461d8551ccd0b1cb7a25d0755c4d89f35ea48e6bb9a","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"education social sciences major careers\",\"education work skills society theories\",\"labor market inequality racism climate change\",\"cover letter literature reviews college success\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"EDPOL 202\",\"field\":\"description\",\"quote\":\"developing key competencies (e.g., oral and written communication, critical thinking)\"}],\"text\":\"Oral and written communication, critical thinking\"},{\"evidence\":[{\"course_id\":\"EDPOL 202\",\"field\":\"description\",\"quote\":\"hands-on activities to provide practical tools for succeeding in college and the 21st century workplace (e.g., writing a cover letter, conducting literature reviews)\"}],\"text\":\"Writing a cover letter, conducting literature reviews\"}],\"summary\":{\"evidence\":[{\"course_id\":\"EDPOL 202\",\"field\":\"title\",\"quote\":\"CAREERS IN EDUCATION\"},{\"course_id\":\"EDPOL 202\",\"field\":\"description\",\"quote\":\"Explores the meaning, value, and potential of an education/social sciences major for a variety of education-related careers in the contemporary workplace.\"}],\"text\":\"EDPOL 202 CAREERS IN EDUCATION explores the value of an education/social sciences major for contemporary careers, analyzing contextual forces and developing practical workplace competencies.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"EDPOL 202\",\"field\":\"description\",\"quote\":\"review of theories of the relationships among education, work, skills and society\"}],\"text\":\"Theories of relationships among education, work, skills, and society\"},{\"evidence\":[{\"course_id\":\"EDPOL 202\",\"field\":\"description\",\"quote\":\"analyses of contextual forces shaping education and the labor market (the Covid-19 pandemic, inequality and racism, and climate change)\"}],\"text\":\"Contextual forces shaping education and the labor market, including pandemic, inequality, racism, and climate change\"}]}","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_9e6cf048429da92f21d56758","course_id":"EDPOL 202","catalog_version_id":"48b368bb63b060c8703873a220a3119b28b827b0d6f9095f70ac5cacf23bdb16","record_version_id":"82b6ece99456479b801bd34300627638866134963f655af4fec4a95cb05590d8","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"5b47b1a4166cab512024b461d8551ccd0b1cb7a25d0755c4d89f35ea48e6bb9a","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_9e6cf048429da92f21d56758","course_id":"EDPOL 202","catalog_version_id":"48b368bb63b060c8703873a220a3119b28b827b0d6f9095f70ac5cacf23bdb16","record_version_id":"82b6ece99456479b801bd34300627638866134963f655af4fec4a95cb05590d8","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"5b47b1a4166cab512024b461d8551ccd0b1cb7a25d0755c4d89f35ea48e6bb9a","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"6db5b7ccdfcd8aa9418885e6315c3984c96d69624f606415495a48952fdcbb82\",\"course_id\":\"EDPOL 202\",\"current_instructors\":[{\"instructor_uid\":\"instructor_3a064b744992c9631d386ce1\",\"message\":\"No course-specific reviews available\",\"name\":\"Batuhan Aydagul\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[]}],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":true,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"course_id\":\"EDPOL 202\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"05d26fa1-5b9f-3b61-885a-7a2676a9b523\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"EDPOL 202\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"05d26fa1-5b9f-3b61-885a-7a2676a9b523\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"EDPOL 202\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"05d26fa1-5b9f-3b61-885a-7a2676a9b523\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2023: 3.83 GPA, 90.7% A/AB (n=43 letter grades); Fall 2024: 3.94 GPA, 96.0% A/AB (n=25 letter grades); Fall 2025: 3.96 GPA, 95.8% A/AB (n=24 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}]