{"id":"W3172923297","doi":"10.1177/14695405211022074","title":"A model who looks like me: Communicating and consuming representations of disability","year":2021,"lang":"en","type":"article","venue":"Journal of Consumer Culture","topic":"Cultural Industries and Urban Development","field":"Social Sciences","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Diversity (politics); Representation (politics); Sociocultural evolution; Sociology; Process (computing); Advertising; Public relations; Business; Political science; Computer science; Law; Politics","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":[0.005218742,0.0004020686,0.0001965523,0.001025384,0.005477232,0.007761363,0.0005227231,0.0018094,0.004410869],"category_scores_gemma":[0.01665642,0.0002188551,0.0002727703,0.0006256829,0.007994213,0.006634526,0.004232088,0.002487695,0.0005993514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002007286,"about_ca_system_score_gemma":0.001482137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005103548,"about_ca_topic_score_gemma":0.007081791,"domain_scores_codex":[0.9954355,0.003491577,0.00008827146,0.0001878266,0.0005233276,0.0002733958],"domain_scores_gemma":[0.988827,0.007666134,0.001467119,0.000635948,0.0007144525,0.0006893654],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006882575,0.00006198457,0.01187842,0.0001295833,0.000009883342,0.0007796905,0.9364777,0.00005799363,0.001406445,0.02164218,0.005707134,0.02178025],"study_design_scores_gemma":[0.00001217259,0.00008067486,0.008609867,0.0003043571,0.00002833027,0.0007469354,0.8944222,0.0005116078,0.0008321,0.008623384,0.08577091,0.00005745318],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8511763,0.0009667831,0.004303902,0.03001829,0.0004416179,0.00004618219,0.00008378489,0.00006320562,0.1128999],"genre_scores_gemma":[0.9934628,0.0003111455,0.0009636765,0.001543693,0.00007050996,0.00001301519,0.00002183364,0.00002939976,0.00358408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007761363,"threshold_uncertainty_score":0.02759969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07083164209263748,"score_gpt":0.350904385202102,"score_spread":0.2800727431094645,"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."}}