{"id":"W2589710143","doi":"10.1177/0145482x1611000305","title":"Empowering Individuals with Aphasia and Visual Impairments through Effective Communication","year":2016,"lang":"en","type":"article","venue":"Journal of Visual Impairment & Blindness","topic":"Neurobiology of Language and Bilingualism","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Visual impairment; Aphasia; Orientation and Mobility; Rehabilitation; Psychology; Population; Stroke (engine); Vision rehabilitation; Perception; Physical medicine and rehabilitation; Medicine; Psychiatry; Optometry; Neuroscience","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007625526,0.0002729238,0.0004236784,0.0002091175,0.00022787,0.00009665165,0.0003440957,0.0001093918,0.00004862054],"category_scores_gemma":[0.0002587881,0.0001523323,0.0001009086,0.0002625695,0.0003649589,0.0009197876,0.0001951854,0.0002888471,0.00000953502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000807748,"about_ca_system_score_gemma":0.00008644683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007096312,"about_ca_topic_score_gemma":0.000002902471,"domain_scores_codex":[0.9977708,0.0005071975,0.0005578337,0.0003250281,0.0004557188,0.0003834626],"domain_scores_gemma":[0.9981044,0.0006886694,0.0007188822,0.0001902348,0.0001365605,0.0001612606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001853686,0.00706923,0.03882308,0.00008152644,0.0001966581,0.00263811,0.009280479,0.000004628919,0.9141842,0.00004534867,0.0003242428,0.02549878],"study_design_scores_gemma":[0.01499238,0.0432988,0.01782161,0.001379962,0.0002356853,0.01938065,0.002331415,0.00003023774,0.8969494,0.0008800414,0.001833403,0.0008664213],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977282,0.0001920844,0.0006689625,0.0005877758,0.0002445639,0.0004464951,0.000008956734,0.00003667221,0.00008629872],"genre_scores_gemma":[0.9985064,0.0002183851,0.0003481527,0.0006658074,0.0001465899,0.00001397061,9.648637e-7,0.00002931826,0.00007045142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03622957,"threshold_uncertainty_score":0.6211932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01791669231695927,"score_gpt":0.3602394293993364,"score_spread":0.3423227370823771,"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."}}