[{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_7645ee9d9f688b515516613f","course_id":"SOCWORK 952","catalog_version_id":"597c206776e80c40d54cd624d9165edb97c624e7aaa71aecf75a34fb35fc9caa","record_version_id":"06945ece09e6620103192d03689dfc5e364db34803721666a2f853a89d70b324","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"977a1ea4de54f92e285862f6b42634d42ae0b486cc0d86ba1c7f03bbd18dfdd5","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Graduate Students Only\",\"course\":null,\"evidence\":\"Graduate Students Only\",\"id\":\"cond-grad\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"cond-grad\",\"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_7645ee9d9f688b515516613f","course_id":"SOCWORK 952","catalog_version_id":"597c206776e80c40d54cd624d9165edb97c624e7aaa71aecf75a34fb35fc9caa","record_version_id":"06945ece09e6620103192d03689dfc5e364db34803721666a2f853a89d70b324","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"977a1ea4de54f92e285862f6b42634d42ae0b486cc0d86ba1c7f03bbd18dfdd5","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[{\"evidence\":[{\"course_id\":\"SOCWORK 952\",\"field\":\"description\",\"quote\":\"Applied data analysis, proposal and grant Writing, and research methods in communities of color are examples of topics addressed.\",\"source_url\":\"https://guide.wisc.edu/courses/soc_work/\"}],\"label\":\"data-analysis\"},{\"evidence\":[{\"course_id\":\"SOCWORK 952\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Exercise skills in all phases of a quantitative analysis research paper.\",\"source_url\":\"https://guide.wisc.edu/courses/soc_work/\"}],\"label\":\"writing\"}],\"assumed_background\":[],\"search_phrases\":[\"quantitative research problems\",\"quantitative analysis research paper\",\"applied data analysis\",\"grant writing\",\"research methods in communities of color\",\"present and evaluate research\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"SOCWORK 952\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Demonstrate advanced knowledge of the problems and issues faced in conducting quantitative research.\",\"source_url\":\"https://guide.wisc.edu/courses/soc_work/\"}],\"text\":\"Advanced knowledge of problems and issues in conducting quantitative research\"},{\"evidence\":[{\"course_id\":\"SOCWORK 952\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Exercise skills in all phases of a quantitative analysis research paper.\",\"source_url\":\"https://guide.wisc.edu/courses/soc_work/\"}],\"text\":\"Skills in all phases of a quantitative analysis research paper\"},{\"evidence\":[{\"course_id\":\"SOCWORK 952\",\"field\":\"official_learning_outcomes\",\"outcome_index\":2,\"quote\":\"Present and evaluate research.\",\"source_url\":\"https://guide.wisc.edu/courses/soc_work/\"}],\"text\":\"Presenting and evaluating research\"},{\"evidence\":[{\"course_id\":\"SOCWORK 952\",\"field\":\"description\",\"quote\":\"Applied data analysis, proposal and grant Writing, and research methods in communities of color are examples of topics addressed.\",\"source_url\":\"https://guide.wisc.edu/courses/soc_work/\"}],\"text\":\"Applied data analysis, proposal and grant writing, and research methods in communities of color\"}],\"summary\":{\"evidence\":[{\"course_id\":\"SOCWORK 952\",\"field\":\"title\",\"quote\":\"PHD PROSEMINAR\",\"source_url\":\"https://guide.wisc.edu/courses/soc_work/\"},{\"course_id\":\"SOCWORK 952\",\"field\":\"description\",\"quote\":\"Application of research methods seminars. Practical experience and application of research knowledge and skills. Applied data analysis, proposal and grant Writing, and research methods in communities of color are examples of topics addressed.\",\"source_url\":\"https://guide.wisc.edu/courses/soc_work/\"}],\"text\":\"PhD Proseminar applying research methods with practical experience in applied data analysis, proposal and grant writing, and research methods in communities of color.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"SOCWORK 952\",\"field\":\"description\",\"quote\":\"Practical experience and application of research knowledge and skills.\",\"source_url\":\"https://guide.wisc.edu/courses/soc_work/\"}],\"text\":\"Application of research knowledge and skills\"},{\"evidence\":[{\"course_id\":\"SOCWORK 952\",\"field\":\"description\",\"quote\":\"Applied data analysis, proposal and grant Writing, and research methods in communities of color are examples of topics addressed.\",\"source_url\":\"https://guide.wisc.edu/courses/soc_work/\"}],\"text\":\"Applied data analysis, proposal and grant writing, and research methods in communities of color\"},{\"evidence\":[{\"course_id\":\"SOCWORK 952\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Demonstrate advanced knowledge of the problems and issues faced in conducting quantitative research.\",\"source_url\":\"https://guide.wisc.edu/courses/soc_work/\"}],\"text\":\"Problems and issues in conducting quantitative research\"}]}","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_7645ee9d9f688b515516613f","course_id":"SOCWORK 952","catalog_version_id":"597c206776e80c40d54cd624d9165edb97c624e7aaa71aecf75a34fb35fc9caa","record_version_id":"06945ece09e6620103192d03689dfc5e364db34803721666a2f853a89d70b324","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"977a1ea4de54f92e285862f6b42634d42ae0b486cc0d86ba1c7f03bbd18dfdd5","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_7645ee9d9f688b515516613f","course_id":"SOCWORK 952","catalog_version_id":"597c206776e80c40d54cd624d9165edb97c624e7aaa71aecf75a34fb35fc9caa","record_version_id":"06945ece09e6620103192d03689dfc5e364db34803721666a2f853a89d70b324","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"977a1ea4de54f92e285862f6b42634d42ae0b486cc0d86ba1c7f03bbd18dfdd5","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"551a27cec16ce5ce95cd07161715bbf4f44da63bccad856fa620835637b3e421\",\"course_id\":\"SOCWORK 952\",\"current_instructors\":[{\"instructor_uid\":\"instructor_79d07502be3b56d8b869ae93\",\"message\":\"No course-specific reviews available\",\"name\":\"Alejandra Pilarz\",\"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\":\"SOCWORK 952\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"60e314b0-0670-3442-88cf-1c21b43419b4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"},{\"course_id\":\"SOCWORK 952\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"60e314b0-0670-3442-88cf-1c21b43419b4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"},{\"course_id\":\"SOCWORK 952\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"60e314b0-0670-3442-88cf-1c21b43419b4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2018: 3.83 GPA, 100.0% A/AB (n=6 letter grades); Spring 2019: 3.50 GPA, 83.3% A/AB (n=6 letter grades); Spring 2023: 3.79 GPA, 100.0% A/AB (n=7 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_7645ee9d9f688b515516613f","course_id":"SOCWORK 952","catalog_version_id":"61a670573b65690eca5ee08744cfc3ad2c14e08d0b422573a96fe4609ed68cc8","record_version_id":"62cec478ad63f5a614521dfe80ecb6254ca1bf74d42ff4893489296f2fa14d61","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"17dbfc6113bdcf313fbfe41f185bcf767742046e8bf87ea3f08f8f8f4a23014c","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Graduate Students Only\",\"course\":null,\"evidence\":\"Graduate Students Only\",\"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_7645ee9d9f688b515516613f","course_id":"SOCWORK 952","catalog_version_id":"61a670573b65690eca5ee08744cfc3ad2c14e08d0b422573a96fe4609ed68cc8","record_version_id":"62cec478ad63f5a614521dfe80ecb6254ca1bf74d42ff4893489296f2fa14d61","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"17dbfc6113bdcf313fbfe41f185bcf767742046e8bf87ea3f08f8f8f4a23014c","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"social work research methods\",\"applied data analysis social work\",\"grant writing PhD seminar\",\"research in communities of color\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"SOCWORK 952\",\"field\":\"description\",\"quote\":\"Applied data analysis\"}],\"text\":\"Applied data analysis\"},{\"evidence\":[{\"course_id\":\"SOCWORK 952\",\"field\":\"description\",\"quote\":\"proposal and grant Writing\"}],\"text\":\"Proposal and grant writing\"},{\"evidence\":[{\"course_id\":\"SOCWORK 952\",\"field\":\"description\",\"quote\":\"research methods in communities of color\"}],\"text\":\"Research methods in communities of color\"}],\"summary\":{\"evidence\":[{\"course_id\":\"SOCWORK 952\",\"field\":\"description\",\"quote\":\"Application of research methods seminars. Practical experience and application of research knowledge and skills.\"}],\"text\":\"SOCWORK 952 is a PhD proseminar applying research methods, data analysis, and grant writing to communities of color.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"SOCWORK 952\",\"field\":\"description\",\"quote\":\"research methods seminars\"}],\"text\":\"Research methods seminars\"},{\"evidence\":[{\"course_id\":\"SOCWORK 952\",\"field\":\"description\",\"quote\":\"Applied data analysis\"}],\"text\":\"Applied data analysis\"},{\"evidence\":[{\"course_id\":\"SOCWORK 952\",\"field\":\"description\",\"quote\":\"proposal and grant Writing\"}],\"text\":\"Proposal and grant writing\"},{\"evidence\":[{\"course_id\":\"SOCWORK 952\",\"field\":\"description\",\"quote\":\"research methods in communities of color\"}],\"text\":\"Research methods in communities of color\"}]}","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_7645ee9d9f688b515516613f","course_id":"SOCWORK 952","catalog_version_id":"61a670573b65690eca5ee08744cfc3ad2c14e08d0b422573a96fe4609ed68cc8","record_version_id":"62cec478ad63f5a614521dfe80ecb6254ca1bf74d42ff4893489296f2fa14d61","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"17dbfc6113bdcf313fbfe41f185bcf767742046e8bf87ea3f08f8f8f4a23014c","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_7645ee9d9f688b515516613f","course_id":"SOCWORK 952","catalog_version_id":"61a670573b65690eca5ee08744cfc3ad2c14e08d0b422573a96fe4609ed68cc8","record_version_id":"62cec478ad63f5a614521dfe80ecb6254ca1bf74d42ff4893489296f2fa14d61","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"84bd2338fd0922fffc5a57b2a5b0609b08f67a8b86032c7351b43dd525a73a77","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Graduate Students Only\",\"course\":null,\"evidence\":\"Graduate Students Only\",\"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_7645ee9d9f688b515516613f","course_id":"SOCWORK 952","catalog_version_id":"61a670573b65690eca5ee08744cfc3ad2c14e08d0b422573a96fe4609ed68cc8","record_version_id":"62cec478ad63f5a614521dfe80ecb6254ca1bf74d42ff4893489296f2fa14d61","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"84bd2338fd0922fffc5a57b2a5b0609b08f67a8b86032c7351b43dd525a73a77","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"social work research methods\",\"applied data analysis social work\",\"grant writing PhD seminar\",\"research in communities of color\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"SOCWORK 952\",\"field\":\"description\",\"quote\":\"Applied data analysis\"}],\"text\":\"Applied data analysis\"},{\"evidence\":[{\"course_id\":\"SOCWORK 952\",\"field\":\"description\",\"quote\":\"proposal and grant Writing\"}],\"text\":\"Proposal and grant writing\"},{\"evidence\":[{\"course_id\":\"SOCWORK 952\",\"field\":\"description\",\"quote\":\"research methods in communities of color\"}],\"text\":\"Research methods in communities of color\"}],\"summary\":{\"evidence\":[{\"course_id\":\"SOCWORK 952\",\"field\":\"description\",\"quote\":\"Application of research methods seminars. Practical experience and application of research knowledge and skills.\"}],\"text\":\"SOCWORK 952 is a PhD proseminar applying research methods, data analysis, and grant writing to communities of color.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"SOCWORK 952\",\"field\":\"description\",\"quote\":\"research methods seminars\"}],\"text\":\"Research methods seminars\"},{\"evidence\":[{\"course_id\":\"SOCWORK 952\",\"field\":\"description\",\"quote\":\"Applied data analysis\"}],\"text\":\"Applied data analysis\"},{\"evidence\":[{\"course_id\":\"SOCWORK 952\",\"field\":\"description\",\"quote\":\"proposal and grant Writing\"}],\"text\":\"Proposal and grant writing\"},{\"evidence\":[{\"course_id\":\"SOCWORK 952\",\"field\":\"description\",\"quote\":\"research methods in communities of color\"}],\"text\":\"Research methods in communities of color\"}]}","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_7645ee9d9f688b515516613f","course_id":"SOCWORK 952","catalog_version_id":"61a670573b65690eca5ee08744cfc3ad2c14e08d0b422573a96fe4609ed68cc8","record_version_id":"62cec478ad63f5a614521dfe80ecb6254ca1bf74d42ff4893489296f2fa14d61","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"84bd2338fd0922fffc5a57b2a5b0609b08f67a8b86032c7351b43dd525a73a77","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_7645ee9d9f688b515516613f","course_id":"SOCWORK 952","catalog_version_id":"597c206776e80c40d54cd624d9165edb97c624e7aaa71aecf75a34fb35fc9caa","record_version_id":"06945ece09e6620103192d03689dfc5e364db34803721666a2f853a89d70b324","job_id":"enrich-6556a505c10f448d98d02466","output_id":"ea27e446b4b7279556ce19bee695ca5ae2f1f572a8f46dc04c0b2f17dd5f98c5","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Graduate Students Only\",\"course\":null,\"evidence\":\"Graduate Students Only\",\"id\":\"cond-grad\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"cond-grad\",\"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_7645ee9d9f688b515516613f","course_id":"SOCWORK 952","catalog_version_id":"597c206776e80c40d54cd624d9165edb97c624e7aaa71aecf75a34fb35fc9caa","record_version_id":"06945ece09e6620103192d03689dfc5e364db34803721666a2f853a89d70b324","job_id":"enrich-6556a505c10f448d98d02466","output_id":"ea27e446b4b7279556ce19bee695ca5ae2f1f572a8f46dc04c0b2f17dd5f98c5","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[{\"evidence\":[{\"course_id\":\"SOCWORK 952\",\"field\":\"description\",\"quote\":\"Applied data analysis, proposal and grant Writing, and research methods in communities of color are examples of topics addressed.\",\"source_url\":\"https://guide.wisc.edu/courses/soc_work/\"}],\"label\":\"data-analysis\"},{\"evidence\":[{\"course_id\":\"SOCWORK 952\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Exercise skills in all phases of a quantitative analysis research paper.\",\"source_url\":\"https://guide.wisc.edu/courses/soc_work/\"}],\"label\":\"writing\"}],\"assumed_background\":[],\"search_phrases\":[\"quantitative research problems\",\"quantitative analysis research paper\",\"applied data analysis\",\"grant writing\",\"research methods in communities of color\",\"present and evaluate research\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"SOCWORK 952\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Demonstrate advanced knowledge of the problems and issues faced in conducting quantitative research.\",\"source_url\":\"https://guide.wisc.edu/courses/soc_work/\"}],\"text\":\"Advanced knowledge of problems and issues in conducting quantitative research\"},{\"evidence\":[{\"course_id\":\"SOCWORK 952\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Exercise skills in all phases of a quantitative analysis research paper.\",\"source_url\":\"https://guide.wisc.edu/courses/soc_work/\"}],\"text\":\"Skills in all phases of a quantitative analysis research paper\"},{\"evidence\":[{\"course_id\":\"SOCWORK 952\",\"field\":\"official_learning_outcomes\",\"outcome_index\":2,\"quote\":\"Present and evaluate research.\",\"source_url\":\"https://guide.wisc.edu/courses/soc_work/\"}],\"text\":\"Presenting and evaluating research\"},{\"evidence\":[{\"course_id\":\"SOCWORK 952\",\"field\":\"description\",\"quote\":\"Applied data analysis, proposal and grant Writing, and research methods in communities of color are examples of topics addressed.\",\"source_url\":\"https://guide.wisc.edu/courses/soc_work/\"}],\"text\":\"Applied data analysis, proposal and grant writing, and research methods in communities of color\"}],\"summary\":{\"evidence\":[{\"course_id\":\"SOCWORK 952\",\"field\":\"title\",\"quote\":\"PHD PROSEMINAR\",\"source_url\":\"https://guide.wisc.edu/courses/soc_work/\"},{\"course_id\":\"SOCWORK 952\",\"field\":\"description\",\"quote\":\"Application of research methods seminars. Practical experience and application of research knowledge and skills. Applied data analysis, proposal and grant Writing, and research methods in communities of color are examples of topics addressed.\",\"source_url\":\"https://guide.wisc.edu/courses/soc_work/\"}],\"text\":\"PhD Proseminar applying research methods with practical experience in applied data analysis, proposal and grant writing, and research methods in communities of color.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"SOCWORK 952\",\"field\":\"description\",\"quote\":\"Practical experience and application of research knowledge and skills.\",\"source_url\":\"https://guide.wisc.edu/courses/soc_work/\"}],\"text\":\"Application of research knowledge and skills\"},{\"evidence\":[{\"course_id\":\"SOCWORK 952\",\"field\":\"description\",\"quote\":\"Applied data analysis, proposal and grant Writing, and research methods in communities of color are examples of topics addressed.\",\"source_url\":\"https://guide.wisc.edu/courses/soc_work/\"}],\"text\":\"Applied data analysis, proposal and grant writing, and research methods in communities of color\"},{\"evidence\":[{\"course_id\":\"SOCWORK 952\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Demonstrate advanced knowledge of the problems and issues faced in conducting quantitative research.\",\"source_url\":\"https://guide.wisc.edu/courses/soc_work/\"}],\"text\":\"Problems and issues in conducting quantitative research\"}]}","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_7645ee9d9f688b515516613f","course_id":"SOCWORK 952","catalog_version_id":"597c206776e80c40d54cd624d9165edb97c624e7aaa71aecf75a34fb35fc9caa","record_version_id":"06945ece09e6620103192d03689dfc5e364db34803721666a2f853a89d70b324","job_id":"enrich-6556a505c10f448d98d02466","output_id":"ea27e446b4b7279556ce19bee695ca5ae2f1f572a8f46dc04c0b2f17dd5f98c5","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_7645ee9d9f688b515516613f","course_id":"SOCWORK 952","catalog_version_id":"61a670573b65690eca5ee08744cfc3ad2c14e08d0b422573a96fe4609ed68cc8","record_version_id":"62cec478ad63f5a614521dfe80ecb6254ca1bf74d42ff4893489296f2fa14d61","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"a01a7ec17c8deddf7fb26da32968f1093dfd8bcbde5a1fb5bcf4877ea41a9175","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Graduate Students Only\",\"course\":null,\"evidence\":\"Graduate Students Only\",\"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_7645ee9d9f688b515516613f","course_id":"SOCWORK 952","catalog_version_id":"61a670573b65690eca5ee08744cfc3ad2c14e08d0b422573a96fe4609ed68cc8","record_version_id":"62cec478ad63f5a614521dfe80ecb6254ca1bf74d42ff4893489296f2fa14d61","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"a01a7ec17c8deddf7fb26da32968f1093dfd8bcbde5a1fb5bcf4877ea41a9175","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"social work research methods\",\"applied data analysis social work\",\"grant writing PhD seminar\",\"research in communities of color\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"SOCWORK 952\",\"field\":\"description\",\"quote\":\"Applied data analysis\"}],\"text\":\"Applied data analysis\"},{\"evidence\":[{\"course_id\":\"SOCWORK 952\",\"field\":\"description\",\"quote\":\"proposal and grant Writing\"}],\"text\":\"Proposal and grant writing\"},{\"evidence\":[{\"course_id\":\"SOCWORK 952\",\"field\":\"description\",\"quote\":\"research methods in communities of color\"}],\"text\":\"Research methods in communities of color\"}],\"summary\":{\"evidence\":[{\"course_id\":\"SOCWORK 952\",\"field\":\"description\",\"quote\":\"Application of research methods seminars. Practical experience and application of research knowledge and skills.\"}],\"text\":\"SOCWORK 952 is a PhD proseminar applying research methods, data analysis, and grant writing to communities of color.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"SOCWORK 952\",\"field\":\"description\",\"quote\":\"research methods seminars\"}],\"text\":\"Research methods seminars\"},{\"evidence\":[{\"course_id\":\"SOCWORK 952\",\"field\":\"description\",\"quote\":\"Applied data analysis\"}],\"text\":\"Applied data analysis\"},{\"evidence\":[{\"course_id\":\"SOCWORK 952\",\"field\":\"description\",\"quote\":\"proposal and grant Writing\"}],\"text\":\"Proposal and grant writing\"},{\"evidence\":[{\"course_id\":\"SOCWORK 952\",\"field\":\"description\",\"quote\":\"research methods in communities of color\"}],\"text\":\"Research methods in communities of color\"}]}","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_7645ee9d9f688b515516613f","course_id":"SOCWORK 952","catalog_version_id":"61a670573b65690eca5ee08744cfc3ad2c14e08d0b422573a96fe4609ed68cc8","record_version_id":"62cec478ad63f5a614521dfe80ecb6254ca1bf74d42ff4893489296f2fa14d61","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"a01a7ec17c8deddf7fb26da32968f1093dfd8bcbde5a1fb5bcf4877ea41a9175","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_7645ee9d9f688b515516613f","course_id":"SOCWORK 952","catalog_version_id":"61a670573b65690eca5ee08744cfc3ad2c14e08d0b422573a96fe4609ed68cc8","record_version_id":"62cec478ad63f5a614521dfe80ecb6254ca1bf74d42ff4893489296f2fa14d61","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"a01a7ec17c8deddf7fb26da32968f1093dfd8bcbde5a1fb5bcf4877ea41a9175","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"edc69e9bf3820e0c3291bfb97320901d27a15260320dd4929c61d1506fe43895\",\"course_id\":\"SOCWORK 952\",\"current_instructors\":[],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":false,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"course_id\":\"SOCWORK 952\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"60e314b0-0670-3442-88cf-1c21b43419b4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"},{\"course_id\":\"SOCWORK 952\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"60e314b0-0670-3442-88cf-1c21b43419b4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"},{\"course_id\":\"SOCWORK 952\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"60e314b0-0670-3442-88cf-1c21b43419b4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2018: 3.83 GPA, 100.0% A/AB (n=6 letter grades); Spring 2019: 3.50 GPA, 83.3% A/AB (n=6 letter grades); Spring 2023: 3.79 GPA, 100.0% A/AB (n=7 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}]