[{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_8a9c39728b122a4b52438de8","course_id":"RP&SE 985","catalog_version_id":"c4aeeeae044c5d65fa3699886a97bb92375e32f436cac911079d3d04f9a3dd70","record_version_id":"4b156aba4ea36d6433bc627a3e2d6fb4dfc9d87155376d29c93faf28544f3900","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"8c58be8d831cde09e11bc92f07d021cbf596bafe15886e5b20b283f56aa9f86a","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Declared in Rehabilitation Counselor Education\",\"course\":null,\"evidence\":\"Declared in Rehabilitation Counselor Education\",\"id\":\"cond-1\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"cond-1\",\"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_8a9c39728b122a4b52438de8","course_id":"RP&SE 985","catalog_version_id":"c4aeeeae044c5d65fa3699886a97bb92375e32f436cac911079d3d04f9a3dd70","record_version_id":"4b156aba4ea36d6433bc627a3e2d6fb4dfc9d87155376d29c93faf28544f3900","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"8c58be8d831cde09e11bc92f07d021cbf596bafe15886e5b20b283f56aa9f86a","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[{\"evidence\":[{\"course_id\":\"RP&SE 985\",\"field\":\"description\",\"quote\":\"Advanced statistical methods, design, instrumentation, and procedures in research and program evaluation in disability and rehabilitation settings.\",\"source_url\":\"https://guide.wisc.edu/courses/rp_se/\"}],\"label\":\"data-analysis\"},{\"evidence\":[{\"course_id\":\"RP&SE 985\",\"field\":\"official_learning_outcomes\",\"outcome_index\":6,\"quote\":\"Practice skills in developing a dissertation research proposal. The proposal will contain the research problem (the research questions and why they are important to address), a review of the literature to provide a foundation for the research questions/hypotheses, and the research methodology (e.g., the research design, the sampling population, instrumentation, procedures, and data analysis)\",\"source_url\":\"https://guide.wisc.edu/courses/rp_se/\"}],\"label\":\"writing\"}],\"assumed_background\":[],\"search_phrases\":[\"advanced methodologies in disability and rehabilitation research\",\"quantitative and qualitative research designs\",\"multivariate statistics in counseling research\",\"rehabilitation counseling research proposals\",\"dissertation research proposal development\",\"program evaluation in disability settings\",\"research instrumentation and procedures\",\"diverse populations in research design\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"RP&SE 985\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Describe foundational knowledge of quantitative and qualitative research designs including problems and hypotheses; constructs, variables, and definitions; designs of research; measurements; and data collection\",\"source_url\":\"https://guide.wisc.edu/courses/rp_se/\"}],\"text\":\"Foundational knowledge of quantitative and qualitative research designs, constructs, variables, measurements, and data collection\"},{\"evidence\":[{\"course_id\":\"RP&SE 985\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Identify advanced research designs, methods, and multivariate statistics in professional counseling research\",\"source_url\":\"https://guide.wisc.edu/courses/rp_se/\"}],\"text\":\"Identification of advanced research designs, methods, and multivariate statistics in professional counseling research\"},{\"evidence\":[{\"course_id\":\"RP&SE 985\",\"field\":\"official_learning_outcomes\",\"outcome_index\":4,\"quote\":\"Evaluate rehabilitation counseling research proposals with regard to: the sufficiency of the literature review as a foundation for the research questions/hypotheses, the clarity of the research questions/hypotheses, the sufficiency of the reason(s) for conducting the study, and the adequacy of the proposed methodology\",\"source_url\":\"https://guide.wisc.edu/courses/rp_se/\"}],\"text\":\"Evaluation of rehabilitation counseling research proposals regarding literature review, research questions, rationale, and methodology\"},{\"evidence\":[{\"course_id\":\"RP&SE 985\",\"field\":\"official_learning_outcomes\",\"outcome_index\":6,\"quote\":\"Practice skills in developing a dissertation research proposal. The proposal will contain the research problem (the research questions and why they are important to address), a review of the literature to provide a foundation for the research questions/hypotheses, and the research methodology (e.g., the research design, the sampling population, instrumentation, procedures, and data analysis)\",\"source_url\":\"https://guide.wisc.edu/courses/rp_se/\"}],\"text\":\"Development of a dissertation research proposal including research problem, literature review, and methodology\"}],\"summary\":{\"evidence\":[{\"course_id\":\"RP&SE 985\",\"field\":\"title\",\"quote\":\"ADVANCED METHODOLOGIES IN DISABILITY & REHABILITATION RESEARCH\",\"source_url\":\"https://guide.wisc.edu/courses/rp_se/\"},{\"course_id\":\"RP&SE 985\",\"field\":\"description\",\"quote\":\"Advanced statistical methods, design, instrumentation, and procedures in research and program evaluation in disability and rehabilitation settings.\",\"source_url\":\"https://guide.wisc.edu/courses/rp_se/\"}],\"text\":\"Covers advanced statistical methods, design, instrumentation, and procedures for research and program evaluation in disability and rehabilitation settings.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"RP&SE 985\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Describe foundational knowledge of quantitative and qualitative research designs including problems and hypotheses; constructs, variables, and definitions; designs of research; measurements; and data collection\",\"source_url\":\"https://guide.wisc.edu/courses/rp_se/\"}],\"text\":\"Quantitative and qualitative research designs, constructs, variables, measurements, and data collection\"},{\"evidence\":[{\"course_id\":\"RP&SE 985\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Identify advanced research designs, methods, and multivariate statistics in professional counseling research\",\"source_url\":\"https://guide.wisc.edu/courses/rp_se/\"}],\"text\":\"Advanced research designs, methods, and multivariate statistics in professional counseling research\"},{\"evidence\":[{\"course_id\":\"RP&SE 985\",\"field\":\"official_learning_outcomes\",\"outcome_index\":2,\"quote\":\"Describe classic research in the rehabilitation, counseling, and psychology literature\",\"source_url\":\"https://guide.wisc.edu/courses/rp_se/\"}],\"text\":\"Classic research in rehabilitation, counseling, and psychology literature\"},{\"evidence\":[{\"course_id\":\"RP&SE 985\",\"field\":\"official_learning_outcomes\",\"outcome_index\":3,\"quote\":\"Outline implications of design issues when working with diverse populations and multicultural topics\",\"source_url\":\"https://guide.wisc.edu/courses/rp_se/\"}],\"text\":\"Design implications for diverse populations and multicultural topics\"},{\"evidence\":[{\"course_id\":\"RP&SE 985\",\"field\":\"official_learning_outcomes\",\"outcome_index\":5,\"quote\":\"Develop crystalized dissertation research ideas\",\"source_url\":\"https://guide.wisc.edu/courses/rp_se/\"}],\"text\":\"Dissertation research ideas and proposal development\"}]}","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_8a9c39728b122a4b52438de8","course_id":"RP&SE 985","catalog_version_id":"c4aeeeae044c5d65fa3699886a97bb92375e32f436cac911079d3d04f9a3dd70","record_version_id":"4b156aba4ea36d6433bc627a3e2d6fb4dfc9d87155376d29c93faf28544f3900","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"8c58be8d831cde09e11bc92f07d021cbf596bafe15886e5b20b283f56aa9f86a","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_8a9c39728b122a4b52438de8","course_id":"RP&SE 985","catalog_version_id":"c4aeeeae044c5d65fa3699886a97bb92375e32f436cac911079d3d04f9a3dd70","record_version_id":"4b156aba4ea36d6433bc627a3e2d6fb4dfc9d87155376d29c93faf28544f3900","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"8c58be8d831cde09e11bc92f07d021cbf596bafe15886e5b20b283f56aa9f86a","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"d4c5d8318d785244e5dcc040b5adf1f86a432c96c01439680497671dff2b5744\",\"course_id\":\"RP&SE 985\",\"current_instructors\":[],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":true,\"profile_hash\":\"3f5110430805ccdd533c0c072df62d68a8a5f5441c4530bbdb15d419a199a09c\",\"quick_take\":[{\"citations\":[{\"course_id\":\"RP&SE 985\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"d66c6aec-4b68-3255-9195-414dde7bff27\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1114\",\"type\":\"grade\"},{\"course_id\":\"RP&SE 985\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"d66c6aec-4b68-3255-9195-414dde7bff27\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1134\",\"type\":\"grade\"},{\"course_id\":\"RP&SE 985\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"d66c6aec-4b68-3255-9195-414dde7bff27\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2011: 4.00 GPA, 100.0% A/AB (n=7 letter grades); Spring 2013: 4.00 GPA, 100.0% A/AB (n=6 letter grades); Spring 2022: 3.93 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_8a9c39728b122a4b52438de8","course_id":"RP&SE 985","catalog_version_id":"4948aa271348934f3fe96913983ecc6a346ecffa630f51aa34ae227193e3ea08","record_version_id":"00540c2369b386adff8ebe4fd140215d6ef78182564f1bfefc1bcfc01215f374","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"727a29c71ff02f7c9110541a0b6eb4aeda5817220bad20f3f9ba44c56ffb8d05","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Declared in Rehabilitation Counselor Education\",\"course\":null,\"evidence\":\"Declared in Rehabilitation Counselor Education\",\"id\":\"n0\",\"kind\":\"condition\"}],\"notes\":[\"Unlinked program reference: 'Declared in Rehabilitation Counselor Education' is not in linked_courses.\"],\"root\":\"n0\",\"status\":\"needs_review\"}","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_8a9c39728b122a4b52438de8","course_id":"RP&SE 985","catalog_version_id":"4948aa271348934f3fe96913983ecc6a346ecffa630f51aa34ae227193e3ea08","record_version_id":"00540c2369b386adff8ebe4fd140215d6ef78182564f1bfefc1bcfc01215f374","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"727a29c71ff02f7c9110541a0b6eb4aeda5817220bad20f3f9ba44c56ffb8d05","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"RP&SE 985\",\"field\":\"title\",\"quote\":\"ADVANCED METHODOLOGIES IN DISABILITY & REHABILITATION RESEARCH\"}],\"text\":\"Background in disability and rehabilitation research contexts\"}],\"search_phrases\":[\"disability research methods\",\"rehabilitation program evaluation\",\"advanced statistical design\",\"RP&SE 985\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"RP&SE 985\",\"field\":\"description\",\"quote\":\"Advanced statistical methods\"}],\"text\":\"Advanced statistical methods\"},{\"evidence\":[{\"course_id\":\"RP&SE 985\",\"field\":\"description\",\"quote\":\"design, instrumentation, and procedures\"}],\"text\":\"Research design and instrumentation\"},{\"evidence\":[{\"course_id\":\"RP&SE 985\",\"field\":\"description\",\"quote\":\"procedures in research and program evaluation\"}],\"text\":\"Program evaluation procedures\"}],\"summary\":{\"evidence\":[{\"course_id\":\"RP&SE 985\",\"field\":\"description\",\"quote\":\"Advanced statistical methods, design, instrumentation, and procedures in research and program evaluation in disability and rehabilitation settings.\"}],\"text\":\"Covers advanced statistical methods, research design, and program evaluation procedures specific to disability and rehabilitation settings.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"RP&SE 985\",\"field\":\"description\",\"quote\":\"statistical methods\"}],\"text\":\"Statistical methods\"},{\"evidence\":[{\"course_id\":\"RP&SE 985\",\"field\":\"description\",\"quote\":\"design\"}],\"text\":\"Research design\"},{\"evidence\":[{\"course_id\":\"RP&SE 985\",\"field\":\"description\",\"quote\":\"instrumentation\"}],\"text\":\"Instrumentation\"},{\"evidence\":[{\"course_id\":\"RP&SE 985\",\"field\":\"description\",\"quote\":\"program evaluation\"}],\"text\":\"Program evaluation\"}]}","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_8a9c39728b122a4b52438de8","course_id":"RP&SE 985","catalog_version_id":"4948aa271348934f3fe96913983ecc6a346ecffa630f51aa34ae227193e3ea08","record_version_id":"00540c2369b386adff8ebe4fd140215d6ef78182564f1bfefc1bcfc01215f374","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"727a29c71ff02f7c9110541a0b6eb4aeda5817220bad20f3f9ba44c56ffb8d05","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_8a9c39728b122a4b52438de8","course_id":"RP&SE 985","catalog_version_id":"4948aa271348934f3fe96913983ecc6a346ecffa630f51aa34ae227193e3ea08","record_version_id":"00540c2369b386adff8ebe4fd140215d6ef78182564f1bfefc1bcfc01215f374","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"25004df2ecb51d297118561a3cf5cb404a79e48f922c7a9e26e08693ac70c47b","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Declared in Rehabilitation Counselor Education\",\"course\":null,\"evidence\":\"Declared in Rehabilitation Counselor Education\",\"id\":\"n0\",\"kind\":\"condition\"}],\"notes\":[\"Unlinked program reference: 'Declared in Rehabilitation Counselor Education' is not in linked_courses.\"],\"root\":\"n0\",\"status\":\"needs_review\"}","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_8a9c39728b122a4b52438de8","course_id":"RP&SE 985","catalog_version_id":"4948aa271348934f3fe96913983ecc6a346ecffa630f51aa34ae227193e3ea08","record_version_id":"00540c2369b386adff8ebe4fd140215d6ef78182564f1bfefc1bcfc01215f374","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"25004df2ecb51d297118561a3cf5cb404a79e48f922c7a9e26e08693ac70c47b","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"RP&SE 985\",\"field\":\"title\",\"quote\":\"ADVANCED METHODOLOGIES IN DISABILITY & REHABILITATION RESEARCH\"}],\"text\":\"Background in disability and rehabilitation research contexts\"}],\"search_phrases\":[\"disability research methods\",\"rehabilitation program evaluation\",\"advanced statistical design\",\"RP&SE 985\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"RP&SE 985\",\"field\":\"description\",\"quote\":\"Advanced statistical methods\"}],\"text\":\"Advanced statistical methods\"},{\"evidence\":[{\"course_id\":\"RP&SE 985\",\"field\":\"description\",\"quote\":\"design, instrumentation, and procedures\"}],\"text\":\"Research design and instrumentation\"},{\"evidence\":[{\"course_id\":\"RP&SE 985\",\"field\":\"description\",\"quote\":\"procedures in research and program evaluation\"}],\"text\":\"Program evaluation procedures\"}],\"summary\":{\"evidence\":[{\"course_id\":\"RP&SE 985\",\"field\":\"description\",\"quote\":\"Advanced statistical methods, design, instrumentation, and procedures in research and program evaluation in disability and rehabilitation settings.\"}],\"text\":\"Covers advanced statistical methods, research design, and program evaluation procedures specific to disability and rehabilitation settings.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"RP&SE 985\",\"field\":\"description\",\"quote\":\"statistical methods\"}],\"text\":\"Statistical methods\"},{\"evidence\":[{\"course_id\":\"RP&SE 985\",\"field\":\"description\",\"quote\":\"design\"}],\"text\":\"Research design\"},{\"evidence\":[{\"course_id\":\"RP&SE 985\",\"field\":\"description\",\"quote\":\"instrumentation\"}],\"text\":\"Instrumentation\"},{\"evidence\":[{\"course_id\":\"RP&SE 985\",\"field\":\"description\",\"quote\":\"program evaluation\"}],\"text\":\"Program evaluation\"}]}","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_8a9c39728b122a4b52438de8","course_id":"RP&SE 985","catalog_version_id":"4948aa271348934f3fe96913983ecc6a346ecffa630f51aa34ae227193e3ea08","record_version_id":"00540c2369b386adff8ebe4fd140215d6ef78182564f1bfefc1bcfc01215f374","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"25004df2ecb51d297118561a3cf5cb404a79e48f922c7a9e26e08693ac70c47b","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_8a9c39728b122a4b52438de8","course_id":"RP&SE 985","catalog_version_id":"c4aeeeae044c5d65fa3699886a97bb92375e32f436cac911079d3d04f9a3dd70","record_version_id":"4b156aba4ea36d6433bc627a3e2d6fb4dfc9d87155376d29c93faf28544f3900","job_id":"enrich-6556a505c10f448d98d02466","output_id":"bda5ac06e45866c70574e8619d1ae7422159e9a2fe826bc9e0a937e58ceff2d8","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Declared in Rehabilitation Counselor Education\",\"course\":null,\"evidence\":\"Declared in Rehabilitation Counselor Education\",\"id\":\"cond-1\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"cond-1\",\"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_8a9c39728b122a4b52438de8","course_id":"RP&SE 985","catalog_version_id":"c4aeeeae044c5d65fa3699886a97bb92375e32f436cac911079d3d04f9a3dd70","record_version_id":"4b156aba4ea36d6433bc627a3e2d6fb4dfc9d87155376d29c93faf28544f3900","job_id":"enrich-6556a505c10f448d98d02466","output_id":"bda5ac06e45866c70574e8619d1ae7422159e9a2fe826bc9e0a937e58ceff2d8","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[{\"evidence\":[{\"course_id\":\"RP&SE 985\",\"field\":\"description\",\"quote\":\"Advanced statistical methods, design, instrumentation, and procedures in research and program evaluation in disability and rehabilitation settings.\",\"source_url\":\"https://guide.wisc.edu/courses/rp_se/\"}],\"label\":\"data-analysis\"},{\"evidence\":[{\"course_id\":\"RP&SE 985\",\"field\":\"official_learning_outcomes\",\"outcome_index\":6,\"quote\":\"Practice skills in developing a dissertation research proposal. The proposal will contain the research problem (the research questions and why they are important to address), a review of the literature to provide a foundation for the research questions/hypotheses, and the research methodology (e.g., the research design, the sampling population, instrumentation, procedures, and data analysis)\",\"source_url\":\"https://guide.wisc.edu/courses/rp_se/\"}],\"label\":\"writing\"}],\"assumed_background\":[],\"search_phrases\":[\"advanced methodologies in disability and rehabilitation research\",\"quantitative and qualitative research designs\",\"multivariate statistics in counseling research\",\"rehabilitation counseling research proposals\",\"dissertation research proposal development\",\"program evaluation in disability settings\",\"research instrumentation and procedures\",\"diverse populations in research design\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"RP&SE 985\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Describe foundational knowledge of quantitative and qualitative research designs including problems and hypotheses; constructs, variables, and definitions; designs of research; measurements; and data collection\",\"source_url\":\"https://guide.wisc.edu/courses/rp_se/\"}],\"text\":\"Foundational knowledge of quantitative and qualitative research designs, constructs, variables, measurements, and data collection\"},{\"evidence\":[{\"course_id\":\"RP&SE 985\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Identify advanced research designs, methods, and multivariate statistics in professional counseling research\",\"source_url\":\"https://guide.wisc.edu/courses/rp_se/\"}],\"text\":\"Identification of advanced research designs, methods, and multivariate statistics in professional counseling research\"},{\"evidence\":[{\"course_id\":\"RP&SE 985\",\"field\":\"official_learning_outcomes\",\"outcome_index\":4,\"quote\":\"Evaluate rehabilitation counseling research proposals with regard to: the sufficiency of the literature review as a foundation for the research questions/hypotheses, the clarity of the research questions/hypotheses, the sufficiency of the reason(s) for conducting the study, and the adequacy of the proposed methodology\",\"source_url\":\"https://guide.wisc.edu/courses/rp_se/\"}],\"text\":\"Evaluation of rehabilitation counseling research proposals regarding literature review, research questions, rationale, and methodology\"},{\"evidence\":[{\"course_id\":\"RP&SE 985\",\"field\":\"official_learning_outcomes\",\"outcome_index\":6,\"quote\":\"Practice skills in developing a dissertation research proposal. The proposal will contain the research problem (the research questions and why they are important to address), a review of the literature to provide a foundation for the research questions/hypotheses, and the research methodology (e.g., the research design, the sampling population, instrumentation, procedures, and data analysis)\",\"source_url\":\"https://guide.wisc.edu/courses/rp_se/\"}],\"text\":\"Development of a dissertation research proposal including research problem, literature review, and methodology\"}],\"summary\":{\"evidence\":[{\"course_id\":\"RP&SE 985\",\"field\":\"title\",\"quote\":\"ADVANCED METHODOLOGIES IN DISABILITY & REHABILITATION RESEARCH\",\"source_url\":\"https://guide.wisc.edu/courses/rp_se/\"},{\"course_id\":\"RP&SE 985\",\"field\":\"description\",\"quote\":\"Advanced statistical methods, design, instrumentation, and procedures in research and program evaluation in disability and rehabilitation settings.\",\"source_url\":\"https://guide.wisc.edu/courses/rp_se/\"}],\"text\":\"Covers advanced statistical methods, design, instrumentation, and procedures for research and program evaluation in disability and rehabilitation settings.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"RP&SE 985\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Describe foundational knowledge of quantitative and qualitative research designs including problems and hypotheses; constructs, variables, and definitions; designs of research; measurements; and data collection\",\"source_url\":\"https://guide.wisc.edu/courses/rp_se/\"}],\"text\":\"Quantitative and qualitative research designs, constructs, variables, measurements, and data collection\"},{\"evidence\":[{\"course_id\":\"RP&SE 985\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Identify advanced research designs, methods, and multivariate statistics in professional counseling research\",\"source_url\":\"https://guide.wisc.edu/courses/rp_se/\"}],\"text\":\"Advanced research designs, methods, and multivariate statistics in professional counseling research\"},{\"evidence\":[{\"course_id\":\"RP&SE 985\",\"field\":\"official_learning_outcomes\",\"outcome_index\":2,\"quote\":\"Describe classic research in the rehabilitation, counseling, and psychology literature\",\"source_url\":\"https://guide.wisc.edu/courses/rp_se/\"}],\"text\":\"Classic research in rehabilitation, counseling, and psychology literature\"},{\"evidence\":[{\"course_id\":\"RP&SE 985\",\"field\":\"official_learning_outcomes\",\"outcome_index\":3,\"quote\":\"Outline implications of design issues when working with diverse populations and multicultural topics\",\"source_url\":\"https://guide.wisc.edu/courses/rp_se/\"}],\"text\":\"Design implications for diverse populations and multicultural topics\"},{\"evidence\":[{\"course_id\":\"RP&SE 985\",\"field\":\"official_learning_outcomes\",\"outcome_index\":5,\"quote\":\"Develop crystalized dissertation research ideas\",\"source_url\":\"https://guide.wisc.edu/courses/rp_se/\"}],\"text\":\"Dissertation research ideas and proposal development\"}]}","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_8a9c39728b122a4b52438de8","course_id":"RP&SE 985","catalog_version_id":"c4aeeeae044c5d65fa3699886a97bb92375e32f436cac911079d3d04f9a3dd70","record_version_id":"4b156aba4ea36d6433bc627a3e2d6fb4dfc9d87155376d29c93faf28544f3900","job_id":"enrich-6556a505c10f448d98d02466","output_id":"bda5ac06e45866c70574e8619d1ae7422159e9a2fe826bc9e0a937e58ceff2d8","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_8a9c39728b122a4b52438de8","course_id":"RP&SE 985","catalog_version_id":"4948aa271348934f3fe96913983ecc6a346ecffa630f51aa34ae227193e3ea08","record_version_id":"00540c2369b386adff8ebe4fd140215d6ef78182564f1bfefc1bcfc01215f374","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"69788c00a5905616e90dcb23b4f793e3f26b088f72cdc0b4b662c0327e296ef4","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Declared in Rehabilitation Counselor Education\",\"course\":null,\"evidence\":\"Declared in Rehabilitation Counselor Education\",\"id\":\"n0\",\"kind\":\"condition\"}],\"notes\":[\"Unlinked program reference: 'Declared in Rehabilitation Counselor Education' is not in linked_courses.\"],\"root\":\"n0\",\"status\":\"needs_review\"}","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_8a9c39728b122a4b52438de8","course_id":"RP&SE 985","catalog_version_id":"4948aa271348934f3fe96913983ecc6a346ecffa630f51aa34ae227193e3ea08","record_version_id":"00540c2369b386adff8ebe4fd140215d6ef78182564f1bfefc1bcfc01215f374","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"69788c00a5905616e90dcb23b4f793e3f26b088f72cdc0b4b662c0327e296ef4","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"RP&SE 985\",\"field\":\"title\",\"quote\":\"ADVANCED METHODOLOGIES IN DISABILITY & REHABILITATION RESEARCH\"}],\"text\":\"Background in disability and rehabilitation research contexts\"}],\"search_phrases\":[\"disability research methods\",\"rehabilitation program evaluation\",\"advanced statistical design\",\"RP&SE 985\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"RP&SE 985\",\"field\":\"description\",\"quote\":\"Advanced statistical methods\"}],\"text\":\"Advanced statistical methods\"},{\"evidence\":[{\"course_id\":\"RP&SE 985\",\"field\":\"description\",\"quote\":\"design, instrumentation, and procedures\"}],\"text\":\"Research design and instrumentation\"},{\"evidence\":[{\"course_id\":\"RP&SE 985\",\"field\":\"description\",\"quote\":\"procedures in research and program evaluation\"}],\"text\":\"Program evaluation procedures\"}],\"summary\":{\"evidence\":[{\"course_id\":\"RP&SE 985\",\"field\":\"description\",\"quote\":\"Advanced statistical methods, design, instrumentation, and procedures in research and program evaluation in disability and rehabilitation settings.\"}],\"text\":\"Covers advanced statistical methods, research design, and program evaluation procedures specific to disability and rehabilitation settings.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"RP&SE 985\",\"field\":\"description\",\"quote\":\"statistical methods\"}],\"text\":\"Statistical methods\"},{\"evidence\":[{\"course_id\":\"RP&SE 985\",\"field\":\"description\",\"quote\":\"design\"}],\"text\":\"Research design\"},{\"evidence\":[{\"course_id\":\"RP&SE 985\",\"field\":\"description\",\"quote\":\"instrumentation\"}],\"text\":\"Instrumentation\"},{\"evidence\":[{\"course_id\":\"RP&SE 985\",\"field\":\"description\",\"quote\":\"program evaluation\"}],\"text\":\"Program evaluation\"}]}","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_8a9c39728b122a4b52438de8","course_id":"RP&SE 985","catalog_version_id":"4948aa271348934f3fe96913983ecc6a346ecffa630f51aa34ae227193e3ea08","record_version_id":"00540c2369b386adff8ebe4fd140215d6ef78182564f1bfefc1bcfc01215f374","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"69788c00a5905616e90dcb23b4f793e3f26b088f72cdc0b4b662c0327e296ef4","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_8a9c39728b122a4b52438de8","course_id":"RP&SE 985","catalog_version_id":"4948aa271348934f3fe96913983ecc6a346ecffa630f51aa34ae227193e3ea08","record_version_id":"00540c2369b386adff8ebe4fd140215d6ef78182564f1bfefc1bcfc01215f374","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"69788c00a5905616e90dcb23b4f793e3f26b088f72cdc0b4b662c0327e296ef4","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"75765cc4b2d4524f02ebc4ff61831a2cfaf89ce4a837a76b20c2e821b94c5268\",\"course_id\":\"RP&SE 985\",\"current_instructors\":[],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":false,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"course_id\":\"RP&SE 985\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"d66c6aec-4b68-3255-9195-414dde7bff27\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1114\",\"type\":\"grade\"},{\"course_id\":\"RP&SE 985\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"d66c6aec-4b68-3255-9195-414dde7bff27\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1134\",\"type\":\"grade\"},{\"course_id\":\"RP&SE 985\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"d66c6aec-4b68-3255-9195-414dde7bff27\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2011: 4.00 GPA, 100.0% A/AB (n=7 letter grades); Spring 2013: 4.00 GPA, 100.0% A/AB (n=6 letter grades); Spring 2022: 3.93 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}]