{"id":"W48421910","doi":"10.1177/0145482x1010400706","title":"The Social Lives of Canadian Youths with Visual Impairments","year":2010,"lang":"en","type":"article","venue":"Journal of Visual Impairment & Blindness","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":74,"is_retracted":false,"has_abstract":true,"ca_institutions":"CNIB Foundation","funders":"","keywords":"Psychology; Visual impairment; Developmental psychology; Blindness; Low vision; Optometry; Psychiatry; Medicine","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":[0.001297531,0.0003549921,0.0007826735,0.0008284144,0.0007640783,0.00006180871,0.0003105665,0.000204013,0.000142524],"category_scores_gemma":[0.0001767303,0.0002058449,0.000329256,0.0007743933,0.0006862608,0.0002715919,0.00008447315,0.000955803,0.00001392617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001277569,"about_ca_system_score_gemma":0.001178009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001526939,"about_ca_topic_score_gemma":0.002591239,"domain_scores_codex":[0.9971382,0.0001347583,0.0009701796,0.0002239523,0.0008119553,0.0007209507],"domain_scores_gemma":[0.9973195,0.0001959824,0.0008693151,0.0001918009,0.0008658217,0.0005575658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0130836,0.03475231,0.894,0.0004225493,0.0039117,0.001809952,0.02074464,0.000005173471,0.01847044,0.0002383643,0.005704199,0.006857109],"study_design_scores_gemma":[0.01281396,0.1291396,0.8091438,0.0005058083,0.001347471,0.005944531,0.02925064,0.0001055651,0.007949215,0.0001386777,0.003005835,0.0006549007],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957231,0.0001638884,0.00001091646,0.001856861,0.001050778,0.0004876972,0.00001171862,0.00001612892,0.0006789301],"genre_scores_gemma":[0.9981595,0.00008906797,0.0001714384,0.0002546587,0.00078941,0.00001237056,0.000006256731,0.00004094389,0.0004764116],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09438726,"threshold_uncertainty_score":0.8394111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02412013611020723,"score_gpt":0.3682866801432531,"score_spread":0.3441665440330458,"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."}}