{"id":"W4316591466","doi":"10.7202/1095484ar","title":"Accommodation Dispensing or Course Design Consulting?: Views and Experiences of Accessibility Consultants Contributing to Inclusive Course Redesigns in Postsecondary Education","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Educational Administration and Policy","topic":"Disability Education and Employment","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Humber Polytechnic","funders":"McGill University; U.S. Department of Education","keywords":"Accommodation; Curriculum; Medical education; Inclusion (mineral); Work (physics); Course (navigation); Reasonable accommodation; Pilot program; Psychology; Public relations; Pedagogy; Engineering; Political science; Medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01017493,0.0003818632,0.0005251234,0.001033722,0.01892486,0.008048507,0.002342659,0.003824649,0.006102214],"category_scores_gemma":[0.03654638,0.0007853815,0.0003803882,0.001456091,0.006215943,0.003918597,0.01109791,0.004989982,0.0007051827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007168647,"about_ca_system_score_gemma":0.01758291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03180279,"about_ca_topic_score_gemma":0.07529394,"domain_scores_codex":[0.9793283,0.01324039,0.0004965794,0.0006122091,0.002576295,0.003746182],"domain_scores_gemma":[0.9635109,0.01320875,0.003487725,0.0006417122,0.003951443,0.01519958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000107042,0.0003719705,0.02327622,0.0002285211,0.00001629226,0.003881717,0.9275169,0.000108399,0.0009536272,0.001842972,0.00926558,0.03243078],"study_design_scores_gemma":[0.000004690681,0.00008614497,0.002874624,0.00009645359,0.000006695851,0.0006357626,0.9786431,0.0001087335,0.0001424842,0.0001409852,0.01723722,0.00002312611],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9747015,0.0007665764,0.0006823562,0.01354051,0.0002000661,0.00005588982,0.0000305121,0.0000328059,0.009989736],"genre_scores_gemma":[0.9897255,0.0007463237,0.0005070437,0.00351203,0.00005492505,0.00003643747,0.00001560892,0.00003333158,0.005368629],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03180279,"threshold_uncertainty_score":0.06323534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0798446136275912,"score_gpt":0.4504388527591247,"score_spread":0.3705942391315335,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}