{"id":"W3048317490","doi":"","title":"Factors associated with employment success for blind and visually impaired Canadians.","year":2019,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Retirement, Disability, and Employment","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"CNIB Foundation","funders":"","keywords":"Visually impaired; Optometry; Psychology; Audiology; Medicine","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.002133012,0.0002883819,0.0003862767,0.0001801085,0.001271561,0.0002107518,0.0005997089,0.0001569766,0.0001895309],"category_scores_gemma":[0.001271617,0.0002299018,0.00006104302,0.0009981313,0.007985532,0.0006389575,0.0001195945,0.0001543654,0.000008735332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007137714,"about_ca_system_score_gemma":0.001753055,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01588273,"about_ca_topic_score_gemma":0.00898494,"domain_scores_codex":[0.9965941,0.0003305878,0.0003197471,0.0008839184,0.0008200546,0.00105163],"domain_scores_gemma":[0.9978071,0.0005498983,0.0002375092,0.0002177189,0.0004158123,0.0007719073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003364057,0.0001450636,0.9783634,0.0000144326,0.00004115236,0.000004772579,0.01183597,0.00001109599,0.00805667,0.001379834,0.0000361622,0.00007779763],"study_design_scores_gemma":[0.001088962,0.001892821,0.9758925,0.00007756118,0.00003962623,0.000002048944,0.0078933,0.000136338,0.008278654,0.004070622,0.0001319631,0.0004955381],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941083,0.00002488801,0.000002143891,0.0009263853,0.000357147,0.001607565,0.00003190923,0.00005547699,0.002886179],"genre_scores_gemma":[0.9987133,0.000002195504,0.00006348825,0.0002246089,0.00004570828,0.0001058553,0.00001556426,0.00001893593,0.0008104032],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006897786,"threshold_uncertainty_score":0.9947141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2278672176719399,"score_gpt":0.4394055956919458,"score_spread":0.2115383780200059,"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."}}