{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001884743,0.000100988,0.0002012174,0.0003524417,0.0004851643,0.0001614534,0.0001420068,0.00006792403,0.0003202338],"category_scores_gemma":[0.005965303,0.00009743398,0.00002219253,0.000927599,0.0004033703,0.0003940739,0.00001480996,0.00009807724,0.000003764827],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003027064,"about_ca_system_score_gemma":0.04588747,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006408505,"about_ca_topic_score_gemma":0.07720635,"domain_scores_codex":[0.9984565,0.0002894612,0.0006084022,0.0001648243,0.0002018673,0.0002788996],"domain_scores_gemma":[0.9973742,0.0007931834,0.0003727092,0.00009143097,0.0007297895,0.0006386665],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.000288823,0.0007071734,0.2634013,0.0000816984,0.00004434227,0.000004690728,0.6211514,0.00003084992,0.0002589572,0.05844504,0.01019696,0.0453888],"study_design_scores_gemma":[0.0005083451,0.0002541874,0.5696618,0.0002567472,0.00002693994,0.00003390051,0.4186633,0.00003974306,0.0002471248,0.00403576,0.006048658,0.0002235],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9420193,0.0001235821,0.00001620577,0.05587806,0.0004265389,0.0004216899,0.00002804412,0.000003607623,0.001082948],"genre_scores_gemma":[0.9981374,0.00003935559,0.000425224,0.0007203399,0.0002572855,0.0000232473,0.00002684797,0.000004859206,0.0003654028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3062605,"threshold_uncertainty_score":0.9687786,"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."}}