{"id":"W3193950832","doi":"","title":"Employment profile of adults with seeing disability in Canada: An analysis of the Canadian Survey on Disability 2017","year":2021,"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; Queen's University; Université de Montréal","funders":"","keywords":"Gerontology; Psychology; 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":["sts"],"consensus_categories":[],"category_scores_codex":[0.004324311,0.0001887833,0.0004887552,0.00008537836,0.0006867573,0.00003270894,0.000867456,0.00008397743,0.0001909117],"category_scores_gemma":[0.003031343,0.0001386339,0.00007840647,0.00397482,0.0142143,0.0002386794,0.0001510896,0.0002211453,7.079328e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.005045313,"about_ca_system_score_gemma":0.01470437,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9991851,"about_ca_topic_score_gemma":0.9999402,"domain_scores_codex":[0.9941379,0.002623638,0.0005224143,0.0008200354,0.001239898,0.0006560435],"domain_scores_gemma":[0.9973949,0.0006279604,0.0002709878,0.0006944712,0.0005060484,0.0005056642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003415478,0.0003544198,0.9895591,0.00001420861,0.00003982977,0.000008970684,0.008489192,0.000456847,0.0006845894,0.0002673143,0.000003844747,0.00008750961],"study_design_scores_gemma":[0.0001353739,0.0001980778,0.9809497,0.00004942728,0.00004133017,7.183247e-7,0.008136412,0.0002634631,0.009781727,0.0002925312,0.000002325443,0.0001488849],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969305,0.000008340677,1.169407e-7,0.0008679896,0.0001605712,0.0005542397,0.0001753723,0.000004647152,0.00129817],"genre_scores_gemma":[0.9997773,0.00000124799,0.00005677001,0.00006912601,0.00001231617,0.00003420203,0.00002172074,0.00000548251,0.00002189032],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01352755,"threshold_uncertainty_score":0.9987742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1645229072600698,"score_gpt":0.417172793448953,"score_spread":0.2526498861888833,"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."}}