{"id":"W1993314117","doi":"10.1145/2140446.2140448","title":"Accessibility for individuals with color vision deficiency","year":2012,"lang":"en","type":"article","venue":"ACM SIGACCESS Accessibility and Computing","topic":"Visual perception and processing mechanisms","field":"Neuroscience","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Computer science; Computer vision; Artificial intelligence; Color vision; Calibration; Human–computer interaction; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002070388,0.000358959,0.0004146063,0.0001376302,0.001310355,0.0008312883,0.001154851,0.0001788468,0.0001046342],"category_scores_gemma":[0.002003948,0.000272081,0.00008234649,0.0006945915,0.0003130412,0.002397178,0.0008413236,0.0002969055,0.00001210523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005812995,"about_ca_system_score_gemma":0.00008614704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001729976,"about_ca_topic_score_gemma":0.000006734874,"domain_scores_codex":[0.9966886,0.0002811183,0.0005957956,0.001081007,0.0005111395,0.0008423608],"domain_scores_gemma":[0.9971573,0.001303526,0.0004017237,0.0006754413,0.0001377903,0.0003242363],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005596111,0.00187502,0.5612583,0.001256854,0.00001741223,0.000002783158,0.005925548,0.00007862764,0.09368817,0.005786461,0.0001677587,0.3293835],"study_design_scores_gemma":[0.00407929,0.001230456,0.6542671,0.0003817088,0.0001396689,0.00007006864,0.001581801,0.01359506,0.2955536,0.02615294,0.001156003,0.001792296],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9643798,0.0001596678,0.0330754,0.0002703503,0.0003348778,0.0008012612,0.00002090163,0.0002642524,0.0006934588],"genre_scores_gemma":[0.9901114,0.00001036538,0.008290335,0.001229162,0.0002172303,0.00004836876,0.000008393036,0.00003378532,0.00005092606],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3275912,"threshold_uncertainty_score":0.9999898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08334729475526746,"score_gpt":0.3853839731458157,"score_spread":0.3020366783905483,"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."}}