{"id":"W2732451113","doi":"10.1145/3058555.3058563","title":"Teaching Accessibility to the Masses","year":2017,"lang":"en","type":"article","venue":"","topic":"Digital Accessibility for Disabilities","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"Government of Ontario","keywords":"Web accessibility; Web Accessibility Initiative; Web standards; Computer science; World Wide Web; Curriculum; Web development; Web design; Process (computing); Web 2.0; Audit; Key (lock); Web application; Multimedia; The Internet; Web application security; Pedagogy; Sociology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.001345429,0.00029203,0.0002331219,0.0004788915,0.002468838,0.002512232,0.000506332,0.0008402782,0.01587778],"category_scores_gemma":[0.007538499,0.0001506404,0.0002145252,0.0001963518,0.002070662,0.002721723,0.004889942,0.002077787,0.002770317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00164703,"about_ca_system_score_gemma":0.002969157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001398596,"about_ca_topic_score_gemma":0.00293653,"domain_scores_codex":[0.9991128,0.0002926658,0.00003124985,0.0001358758,0.000259183,0.0001683327],"domain_scores_gemma":[0.9960881,0.001334168,0.0003575868,0.0003868242,0.0003879755,0.001445466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008155897,0.001814263,0.01879349,0.0005688933,0.00001426531,0.001686982,0.07121258,0.0008051893,0.01246279,0.05027045,0.06224705,0.7800425],"study_design_scores_gemma":[0.00005582433,0.0008143567,0.02597803,0.00140709,0.00002752841,0.002559232,0.04110207,0.001025735,0.01114471,0.08736852,0.8284798,0.00003712295],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5782638,0.004381872,0.04369412,0.06193785,0.001979272,0.0003530416,0.00010652,0.0008936969,0.3083898],"genre_scores_gemma":[0.9172323,0.004284541,0.01260376,0.006220323,0.0007927372,0.0002359614,0.00005733803,0.0001724363,0.0584006],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01587778,"threshold_uncertainty_score":0.0531165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06784090585213416,"score_gpt":0.4201376684251873,"score_spread":0.3522967625730532,"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."}}