{"id":"W3166958401","doi":"10.18061/dsq.v41i2.6973","title":"Accommodating Disability at University","year":2021,"lang":"en","type":"article","venue":"Disability Studies Quarterly","topic":"Disability Education and Employment","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Acadia University; Concordia University","funders":"","keywords":"Diversity (politics); Accommodation; Nova scotia; Psychology; Inclusion (mineral); Reasonable accommodation; Pedagogy; Service (business); Higher education; Sociology; Medical education; Public relations; Political science; Social psychology; Business; Medicine; Marketing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.001136628,0.0001824033,0.000343091,0.00001009621,0.001923972,0.00006972137,0.000303586,0.00008667591,0.001241987],"category_scores_gemma":[0.001108873,0.0001964739,0.0002186742,0.0004661613,0.003008079,0.0003442951,0.0001487149,0.0001386682,0.0001761675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002641091,"about_ca_system_score_gemma":0.0002034289,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002512994,"about_ca_topic_score_gemma":0.08037864,"domain_scores_codex":[0.9970433,0.00100545,0.0003463608,0.000646814,0.0004649603,0.0004930833],"domain_scores_gemma":[0.9977384,0.0009411378,0.00008734952,0.0006845338,0.0003124195,0.0002362216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004135512,0.001848604,0.7534369,0.0001067805,0.0001313789,0.000003989334,0.1783959,0.000001484771,0.00003666596,0.02151988,0.004535289,0.03994182],"study_design_scores_gemma":[0.000325168,0.00007814758,0.1710815,0.00001977902,0.00004542409,8.043727e-7,0.6931896,0.000005069505,0.00003761971,0.004845981,0.1300582,0.0003128521],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9518129,0.0001555984,0.00001049222,0.02952263,0.0007551613,0.0002888056,0.00003123593,0.0001820765,0.01724112],"genre_scores_gemma":[0.9961594,0.00004615047,0.0001847668,0.0002336389,0.0002012566,0.00001204748,0.00002395095,0.000008958437,0.003129871],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5823554,"threshold_uncertainty_score":0.9997051,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06859603449089578,"score_gpt":0.3682207688393456,"score_spread":0.2996247343484498,"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."}}