{"id":"W2091413237","doi":"10.1111/socf.12120","title":"Deliberation and Ethnicity","year":2014,"lang":"en","type":"article","venue":"Sociological Forum","topic":"Social Media and Politics","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"College of Family Physicians of Canada; University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Deliberation; Operationalization; Politics; Ethnic group; Sociology; Ignorance; Social psychology; Epistemology; Identity (music); Psychology; Political science; Law; Aesthetics; Anthropology; Philosophy","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":[],"consensus_categories":[],"category_scores_codex":[0.0003207147,0.0000414777,0.00008384566,0.000007071918,0.0004606741,0.00001959654,0.00005798047,0.0001837397,0.00008470387],"category_scores_gemma":[0.001156423,0.00003309467,0.00002935635,0.00003677316,0.0004964296,0.00004340713,0.00002144164,0.0001050723,0.00003451197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001925238,"about_ca_system_score_gemma":0.00002269713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002516688,"about_ca_topic_score_gemma":0.0001354986,"domain_scores_codex":[0.999216,0.0002837166,0.00007193101,0.00009110645,0.00009790846,0.0002393835],"domain_scores_gemma":[0.9993843,0.0004294497,0.00002136776,0.00003791546,0.00002819851,0.00009878784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000002135562,0.000010565,0.03458501,0.000001365635,0.000003288405,2.138667e-7,0.009922506,1.883325e-7,0.00008497864,0.9387856,0.002230632,0.01437348],"study_design_scores_gemma":[0.0001716759,0.0001071371,0.02601294,0.000003233675,0.00001048788,2.336485e-7,0.02036293,0.00003587829,0.00005339383,0.6565485,0.2965518,0.0001417891],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9557775,0.00008358547,0.0005072726,0.01526869,0.0003338465,0.00008054493,0.000001421202,0.00008279298,0.02786431],"genre_scores_gemma":[0.9961819,0.00007702228,0.0002251357,0.002700467,0.0005077221,0.000006029044,0.000002330151,0.000002222532,0.0002971452],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2943211,"threshold_uncertainty_score":0.3543179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04787223669784328,"score_gpt":0.3543097293777741,"score_spread":0.3064374926799308,"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."}}