{"id":"W3161143922","doi":"","title":"Exploring predictors of braille reading performance among aging adults with visual impairment","year":2020,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Ergonomics and Musculoskeletal Disorders","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Braille; Visual impairment; Reading (process); Audiology; Psychology; Medicine; Computer science; Neuroscience; Linguistics; Operating system","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":[0.000478364,0.0002852102,0.000360502,0.0002021193,0.0002968736,0.00002814076,0.0005199996,0.0000722496,0.0001832486],"category_scores_gemma":[0.0001455124,0.0002476166,0.00007004377,0.001170719,0.004082534,0.0008070557,0.0002462498,0.0003025786,0.00005556951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008549562,"about_ca_system_score_gemma":0.0002107468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000349168,"about_ca_topic_score_gemma":0.000005313848,"domain_scores_codex":[0.997535,0.0001202298,0.0004185014,0.0008622499,0.0003680487,0.0006959457],"domain_scores_gemma":[0.9987612,0.0001018104,0.0003091104,0.0002095467,0.0001475557,0.0004707222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002452084,0.0002075072,0.9140718,0.00008191055,0.00008456657,0.0000663036,0.02750582,0.0002394095,0.05605486,0.0003075083,0.00002916399,0.001105944],"study_design_scores_gemma":[0.0007971593,0.004209086,0.9467779,0.0001728321,0.00002177034,0.00003452857,0.006094917,0.00123227,0.04026808,0.00004633803,0.0000169049,0.00032817],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924333,0.0000334638,0.000007611298,0.0002353827,0.0003765392,0.000393287,0.000005157019,0.00006345056,0.006451813],"genre_scores_gemma":[0.999298,0.00000665991,0.0002285674,0.0001590971,0.00008998741,0.0001169106,0.000005164497,0.00002949162,0.00006611378],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03270615,"threshold_uncertainty_score":0.9999976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05171164305213325,"score_gpt":0.3134964980085554,"score_spread":0.2617848549564222,"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."}}