{"id":"W3012975706","doi":"10.1177/0264619620911424","title":"A closer look at opportunities for blind adults: Impacts of stigmatization and ocularcentrism","year":2020,"lang":"en","type":"article","venue":"British Journal of Visual Impairment","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Poverty; Stigma (botany); Thematic analysis; Psychology; Narrative; Social isolation; Social distance; Psychological intervention; Context (archaeology); Interpersonal communication; Unemployment; Social psychology; Qualitative research; Sociology; Political science; Coronavirus disease 2019 (COVID-19); Economic growth; Medicine; Psychotherapist; Social science; Geography; Psychiatry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002061152,0.000273081,0.0003930066,0.001271465,0.01251114,0.003880222,0.000625821,0.0008589072,0.003153945],"category_scores_gemma":[0.004252753,0.0002201134,0.0004288811,0.00114653,0.007820013,0.002272983,0.006532398,0.001976303,0.0001047637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009714048,"about_ca_system_score_gemma":0.01262044,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.508935,"about_ca_topic_score_gemma":0.6838967,"domain_scores_codex":[0.997704,0.0008336314,0.00005247231,0.00007419837,0.000450431,0.000885347],"domain_scores_gemma":[0.9973639,0.000838027,0.0005739358,0.00007493897,0.0004153159,0.0007339445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004606065,0.0000287607,0.05039966,0.0001237277,0.00001447589,0.001420863,0.9290499,0.000046594,0.0004355384,0.002451387,0.001057787,0.01492527],"study_design_scores_gemma":[0.000001343012,0.00002244291,0.03611419,0.0001426517,0.000007340428,0.0003622427,0.95732,0.00001873211,0.00006443423,0.0003419411,0.00559053,0.00001410188],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9855487,0.001293886,0.0001288406,0.003622015,0.00004057904,0.00001826015,0.0000492697,0.000003511895,0.009294909],"genre_scores_gemma":[0.9983066,0.0005945626,0.00008644097,0.0001739688,0.000007264306,0.000003930416,0.00001088552,0.000001828058,0.0008144518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.508935,"threshold_uncertainty_score":0.987914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04660026368661775,"score_gpt":0.3277877616191641,"score_spread":0.2811874979325464,"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."}}