{"id":"W4411993600","doi":"10.15353/cjds.v13i3.1166","title":"Not Overly Accessible: Accessibility Services at Universities Across Canada","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Disability Studies","topic":"Digital Accessibility for Disabilities","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Capilano University","funders":"","keywords":"Public relations; Political science; Business; Public administration","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.003224468,0.0003002798,0.000544309,0.002354574,0.0180303,0.006325132,0.001720968,0.0009781362,0.003945343],"category_scores_gemma":[0.01308368,0.0003811745,0.0004680605,0.007169061,0.003958001,0.002143947,0.004470784,0.001624194,0.0003335277],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06797594,"about_ca_system_score_gemma":0.1618486,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9918314,"about_ca_topic_score_gemma":0.9958074,"domain_scores_codex":[0.9924454,0.0008042959,0.0003062523,0.0004642291,0.003199941,0.002779919],"domain_scores_gemma":[0.9831768,0.001461735,0.001857342,0.0004061665,0.0066648,0.006433151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004010304,0.0002823125,0.5615197,0.001276083,0.0001143171,0.002431798,0.2024458,0.000519501,0.00177058,0.009505249,0.03317312,0.1865606],"study_design_scores_gemma":[0.00001806933,0.00008737676,0.6762716,0.0009493423,0.00008510543,0.0006071631,0.2670988,0.0005022479,0.0006011717,0.0009608314,0.05267618,0.0001420103],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9514835,0.004014942,0.0004530563,0.01158237,0.0001312585,0.0001425934,0.0008253464,0.00005663077,0.03131026],"genre_scores_gemma":[0.9936392,0.001640345,0.0003480095,0.001103333,0.000009686457,0.00001639721,0.0001722529,0.00001347415,0.003057364],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9320241,"threshold_uncertainty_score":0.4932023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03991296454505196,"score_gpt":0.3600718595149813,"score_spread":0.3201588949699293,"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."}}