[{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_fe77e278bdc87b64b41e02a6","course_id":"EDPSYCH 541","catalog_version_id":"2a06ae7767551988cbe8e472076e282a34278a87e29f73683aea11cb7637ea6d","record_version_id":"119bd451ce6d706b1e06a334806c82689ad9a16a5ac71497e4dfd6f1ecc9618f","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"2aab1a1599aa46ee97318dd27c86796a98f69159767f85f9613ee7768d466baa","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Consent of instructor\",\"course\":null,\"evidence\":\"Consent of instructor\",\"id\":\"consent-instructor\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"consent-instructor\",\"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_fe77e278bdc87b64b41e02a6","course_id":"EDPSYCH 541","catalog_version_id":"2a06ae7767551988cbe8e472076e282a34278a87e29f73683aea11cb7637ea6d","record_version_id":"119bd451ce6d706b1e06a334806c82689ad9a16a5ac71497e4dfd6f1ecc9618f","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"2aab1a1599aa46ee97318dd27c86796a98f69159767f85f9613ee7768d466baa","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[],\"assumed_background\":[],\"search_phrases\":[\"applied behavior analysis classroom\",\"behavioral analysis educational situations\",\"positive behavior support assessment\",\"student behavior management instructional environments\",\"comprehensive behavior intervention plans\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"EDPSYCH 541\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Utilize theory and principles of applied behavior analysis to manage student behavior within the context of instructional environments.\",\"source_url\":\"https://guide.wisc.edu/courses/ed_psych/\"}],\"text\":\"Manage student behavior using applied behavior analysis in instructional settings\"},{\"evidence\":[{\"course_id\":\"EDPSYCH 541\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Describe and apply a positive behavior support assessment and intervention model\",\"source_url\":\"https://guide.wisc.edu/courses/ed_psych/\"}],\"text\":\"Apply positive behavior support assessment and intervention models\"},{\"evidence\":[{\"course_id\":\"EDPSYCH 541\",\"field\":\"official_learning_outcomes\",\"outcome_index\":2,\"quote\":\"Create operationally-defined behavioral definitions of student behavior.\",\"source_url\":\"https://guide.wisc.edu/courses/ed_psych/\"}],\"text\":\"Create operationally-defined behavioral definitions\"},{\"evidence\":[{\"course_id\":\"EDPSYCH 541\",\"field\":\"official_learning_outcomes\",\"outcome_index\":6,\"quote\":\"Describe and apply strategies related to the components of comprehensive behavior intervention plans\",\"source_url\":\"https://guide.wisc.edu/courses/ed_psych/\"}],\"text\":\"Develop comprehensive behavior intervention plans\"}],\"summary\":{\"evidence\":[{\"course_id\":\"EDPSYCH 541\",\"field\":\"description\",\"quote\":\"Application of behavioral analysis to educational situations for both exceptional and normal children and adolescents.\",\"source_url\":\"https://guide.wisc.edu/courses/ed_psych/\"},{\"course_id\":\"EDPSYCH 541\",\"field\":\"title\",\"quote\":\"APPLIED BEHAVIOR ANALYSIS IN CLASSROOMS\",\"source_url\":\"https://guide.wisc.edu/courses/ed_psych/\"}],\"text\":\"Applies behavioral analysis to educational situations for exceptional and normal children and adolescents, focusing on classroom behavior management and intervention.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"EDPSYCH 541\",\"field\":\"description\",\"quote\":\"Application of behavioral analysis to educational situations for both exceptional and normal children and adolescents.\",\"source_url\":\"https://guide.wisc.edu/courses/ed_psych/\"}],\"text\":\"Behavioral analysis in educational settings\"},{\"evidence\":[{\"course_id\":\"EDPSYCH 541\",\"field\":\"official_learning_outcomes\",\"outcome_index\":4,\"quote\":\"Hypothesize the functions of student behavior and effectively apply a competing behavior pathway model. Learn about experimental methods to confirm hypothesized functions of challenging behavior.\",\"source_url\":\"https://guide.wisc.edu/courses/ed_psych/\"}],\"text\":\"Function analysis and experimental methods for challenging behavior\"},{\"evidence\":[{\"course_id\":\"EDPSYCH 541\",\"field\":\"official_learning_outcomes\",\"outcome_index\":8,\"quote\":\"Understand the complexities and challenges that school-based settings contribute towards implicit bias and identify how anti-racist practices can be used regarding the identification of and referral for challenging behavior.\",\"source_url\":\"https://guide.wisc.edu/courses/ed_psych/\"}],\"text\":\"Implicit bias and anti-racist practices in behavior referrals\"}]}","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_fe77e278bdc87b64b41e02a6","course_id":"EDPSYCH 541","catalog_version_id":"2a06ae7767551988cbe8e472076e282a34278a87e29f73683aea11cb7637ea6d","record_version_id":"119bd451ce6d706b1e06a334806c82689ad9a16a5ac71497e4dfd6f1ecc9618f","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"2aab1a1599aa46ee97318dd27c86796a98f69159767f85f9613ee7768d466baa","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_fe77e278bdc87b64b41e02a6","course_id":"EDPSYCH 541","catalog_version_id":"2a06ae7767551988cbe8e472076e282a34278a87e29f73683aea11cb7637ea6d","record_version_id":"119bd451ce6d706b1e06a334806c82689ad9a16a5ac71497e4dfd6f1ecc9618f","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"2aab1a1599aa46ee97318dd27c86796a98f69159767f85f9613ee7768d466baa","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"f824818fedbb1b7f1ee33ef57dd67ab7d41763bbc2d4e772f37907e73b16f2d7\",\"course_id\":\"EDPSYCH 541\",\"current_instructors\":[],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":false,\"profile_hash\":\"3f5110430805ccdd533c0c072df62d68a8a5f5441c4530bbdb15d419a199a09c\",\"quick_take\":[{\"citations\":[{\"course_id\":\"EDPSYCH 541\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"1eb5ae9a-0fda-3e18-8550-47a3acc7bbcf\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"EDPSYCH 541\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"1eb5ae9a-0fda-3e18-8550-47a3acc7bbcf\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"EDPSYCH 541\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"1eb5ae9a-0fda-3e18-8550-47a3acc7bbcf\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2023: 4.00 GPA, 100.0% A/AB (n=22 letter grades); Fall 2024: 3.97 GPA, 100.0% A/AB (n=17 letter grades); Fall 2025: 4.00 GPA, 100.0% A/AB (n=22 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_fe77e278bdc87b64b41e02a6","course_id":"EDPSYCH 541","catalog_version_id":"5263d20ee059c7bfb2adaad242740783cd9280a167923b2fed1bcc520e088f3e","record_version_id":"a4719e863b29d413a177880a4d10948843da39075c6b4c22185d884a3a56593b","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"5faf44cd7f192980b4631a91078bc8b3b9670f3d9276d0996cffcf5e7862d23d","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Consent of instructor\",\"course\":null,\"evidence\":\"Consent of instructor\",\"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_fe77e278bdc87b64b41e02a6","course_id":"EDPSYCH 541","catalog_version_id":"5263d20ee059c7bfb2adaad242740783cd9280a167923b2fed1bcc520e088f3e","record_version_id":"a4719e863b29d413a177880a4d10948843da39075c6b4c22185d884a3a56593b","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"5faf44cd7f192980b4631a91078bc8b3b9670f3d9276d0996cffcf5e7862d23d","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"applied behavior analysis classroom\",\"behavioral analysis education\",\"EDPSYCH 541 syllabus\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"EDPSYCH 541\",\"field\":\"description\",\"quote\":\"Application of behavioral analysis to educational situations\"}],\"text\":\"Apply behavioral analysis principles to educational contexts\"}],\"summary\":{\"evidence\":[{\"course_id\":\"EDPSYCH 541\",\"field\":\"title\",\"quote\":\"APPLIED BEHAVIOR ANALYSIS IN CLASSROOMS\"}],\"text\":\"EDPSYCH 541 teaches the application of behavioral analysis to educational situations for children and adolescents.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"EDPSYCH 541\",\"field\":\"description\",\"quote\":\"behavioral analysis to educational situations\"}],\"text\":\"Behavioral analysis in education\"},{\"evidence\":[{\"course_id\":\"EDPSYCH 541\",\"field\":\"description\",\"quote\":\"exceptional and normal children and adolescents\"}],\"text\":\"Educational applications for exceptional and normal students\"}]}","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_fe77e278bdc87b64b41e02a6","course_id":"EDPSYCH 541","catalog_version_id":"5263d20ee059c7bfb2adaad242740783cd9280a167923b2fed1bcc520e088f3e","record_version_id":"a4719e863b29d413a177880a4d10948843da39075c6b4c22185d884a3a56593b","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"5faf44cd7f192980b4631a91078bc8b3b9670f3d9276d0996cffcf5e7862d23d","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_fe77e278bdc87b64b41e02a6","course_id":"EDPSYCH 541","catalog_version_id":"5263d20ee059c7bfb2adaad242740783cd9280a167923b2fed1bcc520e088f3e","record_version_id":"a4719e863b29d413a177880a4d10948843da39075c6b4c22185d884a3a56593b","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"84e33c9fdda60e8cc9e3565dd2ba3777fb6f7461247cb997b4ef118f2506cb80","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Consent of instructor\",\"course\":null,\"evidence\":\"Consent of instructor\",\"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_fe77e278bdc87b64b41e02a6","course_id":"EDPSYCH 541","catalog_version_id":"5263d20ee059c7bfb2adaad242740783cd9280a167923b2fed1bcc520e088f3e","record_version_id":"a4719e863b29d413a177880a4d10948843da39075c6b4c22185d884a3a56593b","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"84e33c9fdda60e8cc9e3565dd2ba3777fb6f7461247cb997b4ef118f2506cb80","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"applied behavior analysis classroom\",\"behavioral analysis education\",\"EDPSYCH 541 syllabus\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"EDPSYCH 541\",\"field\":\"description\",\"quote\":\"Application of behavioral analysis to educational situations\"}],\"text\":\"Apply behavioral analysis principles to educational contexts\"}],\"summary\":{\"evidence\":[{\"course_id\":\"EDPSYCH 541\",\"field\":\"title\",\"quote\":\"APPLIED BEHAVIOR ANALYSIS IN CLASSROOMS\"}],\"text\":\"EDPSYCH 541 teaches the application of behavioral analysis to educational situations for children and adolescents.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"EDPSYCH 541\",\"field\":\"description\",\"quote\":\"behavioral analysis to educational situations\"}],\"text\":\"Behavioral analysis in education\"},{\"evidence\":[{\"course_id\":\"EDPSYCH 541\",\"field\":\"description\",\"quote\":\"exceptional and normal children and adolescents\"}],\"text\":\"Educational applications for exceptional and normal students\"}]}","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_fe77e278bdc87b64b41e02a6","course_id":"EDPSYCH 541","catalog_version_id":"5263d20ee059c7bfb2adaad242740783cd9280a167923b2fed1bcc520e088f3e","record_version_id":"a4719e863b29d413a177880a4d10948843da39075c6b4c22185d884a3a56593b","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"84e33c9fdda60e8cc9e3565dd2ba3777fb6f7461247cb997b4ef118f2506cb80","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_fe77e278bdc87b64b41e02a6","course_id":"EDPSYCH 541","catalog_version_id":"2a06ae7767551988cbe8e472076e282a34278a87e29f73683aea11cb7637ea6d","record_version_id":"119bd451ce6d706b1e06a334806c82689ad9a16a5ac71497e4dfd6f1ecc9618f","job_id":"enrich-6556a505c10f448d98d02466","output_id":"4017f553274ddcd3c9eecb89b25c94f25e3751fa02341a7d8c8276d182fa1a54","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Consent of instructor\",\"course\":null,\"evidence\":\"Consent of instructor\",\"id\":\"consent-instructor\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"consent-instructor\",\"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_fe77e278bdc87b64b41e02a6","course_id":"EDPSYCH 541","catalog_version_id":"2a06ae7767551988cbe8e472076e282a34278a87e29f73683aea11cb7637ea6d","record_version_id":"119bd451ce6d706b1e06a334806c82689ad9a16a5ac71497e4dfd6f1ecc9618f","job_id":"enrich-6556a505c10f448d98d02466","output_id":"4017f553274ddcd3c9eecb89b25c94f25e3751fa02341a7d8c8276d182fa1a54","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[],\"assumed_background\":[],\"search_phrases\":[\"applied behavior analysis classroom\",\"behavioral analysis educational situations\",\"positive behavior support assessment\",\"student behavior management instructional environments\",\"comprehensive behavior intervention plans\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"EDPSYCH 541\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Utilize theory and principles of applied behavior analysis to manage student behavior within the context of instructional environments.\",\"source_url\":\"https://guide.wisc.edu/courses/ed_psych/\"}],\"text\":\"Manage student behavior using applied behavior analysis in instructional settings\"},{\"evidence\":[{\"course_id\":\"EDPSYCH 541\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Describe and apply a positive behavior support assessment and intervention model\",\"source_url\":\"https://guide.wisc.edu/courses/ed_psych/\"}],\"text\":\"Apply positive behavior support assessment and intervention models\"},{\"evidence\":[{\"course_id\":\"EDPSYCH 541\",\"field\":\"official_learning_outcomes\",\"outcome_index\":2,\"quote\":\"Create operationally-defined behavioral definitions of student behavior.\",\"source_url\":\"https://guide.wisc.edu/courses/ed_psych/\"}],\"text\":\"Create operationally-defined behavioral definitions\"},{\"evidence\":[{\"course_id\":\"EDPSYCH 541\",\"field\":\"official_learning_outcomes\",\"outcome_index\":6,\"quote\":\"Describe and apply strategies related to the components of comprehensive behavior intervention plans\",\"source_url\":\"https://guide.wisc.edu/courses/ed_psych/\"}],\"text\":\"Develop comprehensive behavior intervention plans\"}],\"summary\":{\"evidence\":[{\"course_id\":\"EDPSYCH 541\",\"field\":\"description\",\"quote\":\"Application of behavioral analysis to educational situations for both exceptional and normal children and adolescents.\",\"source_url\":\"https://guide.wisc.edu/courses/ed_psych/\"},{\"course_id\":\"EDPSYCH 541\",\"field\":\"title\",\"quote\":\"APPLIED BEHAVIOR ANALYSIS IN CLASSROOMS\",\"source_url\":\"https://guide.wisc.edu/courses/ed_psych/\"}],\"text\":\"Applies behavioral analysis to educational situations for exceptional and normal children and adolescents, focusing on classroom behavior management and intervention.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"EDPSYCH 541\",\"field\":\"description\",\"quote\":\"Application of behavioral analysis to educational situations for both exceptional and normal children and adolescents.\",\"source_url\":\"https://guide.wisc.edu/courses/ed_psych/\"}],\"text\":\"Behavioral analysis in educational settings\"},{\"evidence\":[{\"course_id\":\"EDPSYCH 541\",\"field\":\"official_learning_outcomes\",\"outcome_index\":4,\"quote\":\"Hypothesize the functions of student behavior and effectively apply a competing behavior pathway model. Learn about experimental methods to confirm hypothesized functions of challenging behavior.\",\"source_url\":\"https://guide.wisc.edu/courses/ed_psych/\"}],\"text\":\"Function analysis and experimental methods for challenging behavior\"},{\"evidence\":[{\"course_id\":\"EDPSYCH 541\",\"field\":\"official_learning_outcomes\",\"outcome_index\":8,\"quote\":\"Understand the complexities and challenges that school-based settings contribute towards implicit bias and identify how anti-racist practices can be used regarding the identification of and referral for challenging behavior.\",\"source_url\":\"https://guide.wisc.edu/courses/ed_psych/\"}],\"text\":\"Implicit bias and anti-racist practices in behavior referrals\"}]}","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_fe77e278bdc87b64b41e02a6","course_id":"EDPSYCH 541","catalog_version_id":"2a06ae7767551988cbe8e472076e282a34278a87e29f73683aea11cb7637ea6d","record_version_id":"119bd451ce6d706b1e06a334806c82689ad9a16a5ac71497e4dfd6f1ecc9618f","job_id":"enrich-6556a505c10f448d98d02466","output_id":"4017f553274ddcd3c9eecb89b25c94f25e3751fa02341a7d8c8276d182fa1a54","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_fe77e278bdc87b64b41e02a6","course_id":"EDPSYCH 541","catalog_version_id":"5263d20ee059c7bfb2adaad242740783cd9280a167923b2fed1bcc520e088f3e","record_version_id":"a4719e863b29d413a177880a4d10948843da39075c6b4c22185d884a3a56593b","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"0358074f23d5d29e98e01361e48f7337eac036b6e1492fbc0e9491d335f95e64","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Consent of instructor\",\"course\":null,\"evidence\":\"Consent of instructor\",\"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_fe77e278bdc87b64b41e02a6","course_id":"EDPSYCH 541","catalog_version_id":"5263d20ee059c7bfb2adaad242740783cd9280a167923b2fed1bcc520e088f3e","record_version_id":"a4719e863b29d413a177880a4d10948843da39075c6b4c22185d884a3a56593b","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"0358074f23d5d29e98e01361e48f7337eac036b6e1492fbc0e9491d335f95e64","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"applied behavior analysis classroom\",\"behavioral analysis education\",\"EDPSYCH 541 syllabus\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"EDPSYCH 541\",\"field\":\"description\",\"quote\":\"Application of behavioral analysis to educational situations\"}],\"text\":\"Apply behavioral analysis principles to educational contexts\"}],\"summary\":{\"evidence\":[{\"course_id\":\"EDPSYCH 541\",\"field\":\"title\",\"quote\":\"APPLIED BEHAVIOR ANALYSIS IN CLASSROOMS\"}],\"text\":\"EDPSYCH 541 teaches the application of behavioral analysis to educational situations for children and adolescents.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"EDPSYCH 541\",\"field\":\"description\",\"quote\":\"behavioral analysis to educational situations\"}],\"text\":\"Behavioral analysis in education\"},{\"evidence\":[{\"course_id\":\"EDPSYCH 541\",\"field\":\"description\",\"quote\":\"exceptional and normal children and adolescents\"}],\"text\":\"Educational applications for exceptional and normal students\"}]}","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_fe77e278bdc87b64b41e02a6","course_id":"EDPSYCH 541","catalog_version_id":"5263d20ee059c7bfb2adaad242740783cd9280a167923b2fed1bcc520e088f3e","record_version_id":"a4719e863b29d413a177880a4d10948843da39075c6b4c22185d884a3a56593b","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"0358074f23d5d29e98e01361e48f7337eac036b6e1492fbc0e9491d335f95e64","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_fe77e278bdc87b64b41e02a6","course_id":"EDPSYCH 541","catalog_version_id":"5263d20ee059c7bfb2adaad242740783cd9280a167923b2fed1bcc520e088f3e","record_version_id":"a4719e863b29d413a177880a4d10948843da39075c6b4c22185d884a3a56593b","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"0358074f23d5d29e98e01361e48f7337eac036b6e1492fbc0e9491d335f95e64","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"59de12f94d17f548cf589a2d60fe76065d744649970246107dcd05fc05a48263\",\"course_id\":\"EDPSYCH 541\",\"current_instructors\":[{\"instructor_uid\":\"instructor_9f7f2cc8d77c44a8ae91944c\",\"message\":\"No course-specific reviews available\",\"name\":\"Maureen Wood\",\"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\":\"EDPSYCH 541\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"1eb5ae9a-0fda-3e18-8550-47a3acc7bbcf\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"EDPSYCH 541\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"1eb5ae9a-0fda-3e18-8550-47a3acc7bbcf\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"EDPSYCH 541\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"1eb5ae9a-0fda-3e18-8550-47a3acc7bbcf\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2023: 4.00 GPA, 100.0% A/AB (n=22 letter grades); Fall 2024: 3.97 GPA, 100.0% A/AB (n=17 letter grades); Fall 2025: 4.00 GPA, 100.0% A/AB (n=22 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}]