{"id":"W3217077791","doi":"10.1371/journal.pone.0260160","title":"Employment outcomes and experiences of people with seeing disability in Canada: An analysis of the Canadian Survey on Disability 2017","year":2021,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Disability Education and Employment","field":"Social Sciences","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"CNIB Foundation; Queen's University; Université de Montréal","funders":"","keywords":"Descriptive statistics; Affect (linguistics); Logistic regression; Equity (law); Legislation; Gerontology; Multivariate analysis; Medicine; Psychology; Demography; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001913206,0.0004037259,0.000813653,0.003423409,0.004279958,0.001979691,0.001780243,0.0005197533,0.001816054],"category_scores_gemma":[0.005054099,0.0004415439,0.001362027,0.01318411,0.0007882786,0.0006791927,0.002486932,0.00124596,0.0002551721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04551769,"about_ca_system_score_gemma":0.0842851,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9974789,"about_ca_topic_score_gemma":0.9982741,"domain_scores_codex":[0.9973872,0.0001648873,0.0002396761,0.0002228909,0.001127851,0.0008573855],"domain_scores_gemma":[0.994714,0.0002292512,0.0007985455,0.0001173298,0.003052249,0.001088753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006857962,0.00004733192,0.9789499,0.000388387,0.0001147543,0.00009566445,0.004100876,0.0001277825,0.00006592194,0.0002562918,0.006696492,0.009088083],"study_design_scores_gemma":[0.00000413539,0.00001079266,0.9928281,0.0001732264,0.00002247396,0.00002573548,0.004699836,0.0001062797,0.00001609615,0.00002044707,0.002078194,0.00001467147],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9199499,0.004039049,0.0002051365,0.001956774,0.00006524385,0.0003289263,0.06694347,0.00002649647,0.006484957],"genre_scores_gemma":[0.9764004,0.003438399,0.0003522494,0.0004767027,0.00001630201,0.0001872879,0.01779134,0.00001651753,0.001320862],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04551769,"threshold_uncertainty_score":0.3302554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0788471662131949,"score_gpt":0.3138380670659325,"score_spread":0.2349909008527376,"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."}}