{"id":"W2592905062","doi":"10.1177/1948550617691095","title":"Ideology and Voice","year":2017,"lang":"en","type":"article","venue":"Social Psychological and Personality Science","topic":"Social and Intergroup Psychology","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Salient; Multiculturalism; Social psychology; Ideology; Psychology; Situational ethics; Minority group; Ethnic group; CLARITY; Face (sociological concept); Set (abstract data type); Sociology; Politics; Political science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.001811798,0.0001048557,0.0001849446,0.00003457781,0.007563033,0.0003680135,0.0006570949,0.0001973559,0.0002330142],"category_scores_gemma":[0.0009594263,0.00008746487,0.00004132922,0.0001347381,0.01691838,0.0004241173,0.000182039,0.0002173022,0.00003291663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003038024,"about_ca_system_score_gemma":0.0000419283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002707214,"about_ca_topic_score_gemma":0.0007758194,"domain_scores_codex":[0.9983334,0.0001689994,0.0001326918,0.000556643,0.0003215821,0.0004867105],"domain_scores_gemma":[0.9992884,0.00009787475,0.0001149865,0.0001685518,0.00009920941,0.0002309635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00007013805,0.0001648132,0.2186508,0.00000817771,0.00001323425,0.00002173113,0.03899297,4.367331e-9,0.002587883,0.6051766,0.002956373,0.1313572],"study_design_scores_gemma":[0.0002186596,0.0000829867,0.9189074,0.000002235487,0.000004718805,0.000004245396,0.003440825,0.000001737624,0.000001992192,0.05172451,0.02548172,0.0001289926],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8113762,0.00008235288,0.00001678012,0.03197784,0.0006136213,0.00008777204,0.000004588289,0.00003858833,0.1558023],"genre_scores_gemma":[0.995182,0.00009449859,0.0001051547,0.002739705,0.0005879375,0.000007034138,3.335823e-7,0.000002802939,0.001280547],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7002565,"threshold_uncertainty_score":0.993729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1424612678810393,"score_gpt":0.4855741912860046,"score_spread":0.3431129234049652,"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."}}