{"id":"W7162008026","doi":"10.82308/1895","title":"Fostering accessible learning environments: university faculty attitudes and practices in inclusive instruction, and relationship with faculty development","year":2017,"lang":"en","type":"dissertation","venue":"","topic":"Disability Education and Employment","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Faculty development; Professional development; Higher education; University faculty; School teachers","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005754463,0.00020219,0.0003910351,0.00158053,0.002988194,0.004510285,0.0007498414,0.0005480254,0.004067093],"category_scores_gemma":[0.0256325,0.0002201943,0.0003663972,0.001955105,0.002569588,0.001836127,0.004480721,0.0007219783,0.0002055646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005691218,"about_ca_system_score_gemma":0.01188403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05639046,"about_ca_topic_score_gemma":0.1467037,"domain_scores_codex":[0.9951999,0.001682531,0.00035377,0.0003613697,0.00158122,0.0008212317],"domain_scores_gemma":[0.9750933,0.01202637,0.005076526,0.0009244714,0.002842028,0.004037178],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001361295,0.0004548696,0.7153758,0.000372866,0.00005820785,0.0002869531,0.1867995,0.0001618925,0.0009908376,0.00127182,0.0004128618,0.09367817],"study_design_scores_gemma":[0.000008177791,0.0001989856,0.8700804,0.0001848162,0.00003646818,0.00007288139,0.1238773,0.00008540988,0.0004020533,0.0003961548,0.004637247,0.00002016278],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949309,0.0003977143,0.0002731194,0.0003612642,0.000008184291,0.00003597741,0.00002682825,0.000006189993,0.003959779],"genre_scores_gemma":[0.9969609,0.0005136238,0.000392966,0.00005889809,0.000005447939,0.00004220955,0.00001974987,0.000002828149,0.002003336],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05639046,"threshold_uncertainty_score":0.1121244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1186875469579716,"score_gpt":0.4233253562914859,"score_spread":0.3046378093335143,"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."}}