{"id":"W2606716595","doi":"10.25336/p67607","title":"Social Statistics and Ethnic Diversity: Cross-national Perspectives in Classifications and Identity Politics","year":2017,"lang":"en","type":"article","venue":"Canadian Studies in Population","topic":"Romani and Gypsy Studies","field":"Health Professions","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Government of Ontario","funders":"","keywords":"Ethnic group; Diversity (politics); Politics; Sociology; Identity (music); Social science; Political science; Gender studies; Anthropology; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.002292146,0.0006878823,0.001177209,0.007819276,0.002499729,0.006466491,0.001457953,0.001590453,0.01616942],"category_scores_gemma":[0.004281134,0.0004299786,0.0004101289,0.01758096,0.004718747,0.002866303,0.001241761,0.002059645,0.002364975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02554426,"about_ca_system_score_gemma":0.03738006,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6840444,"about_ca_topic_score_gemma":0.8251469,"domain_scores_codex":[0.9988629,0.0002079219,0.00003729353,0.00006983554,0.000670953,0.0001510989],"domain_scores_gemma":[0.9953541,0.00232152,0.0001436889,0.0001282718,0.001807864,0.0002445974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001211323,0.00001332692,0.0003424801,0.000986927,0.00001665152,0.00005075117,0.001261867,0.0001639651,0.00007484688,0.05349965,0.8447845,0.0987929],"study_design_scores_gemma":[0.000002219572,0.000003216222,0.0008771337,0.0008754582,0.000007900726,0.00004858409,0.0007402443,0.0000231788,0.00002226808,0.002564035,0.9948257,0.00001015236],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.0008514964,0.8609186,0.0004068465,0.04951011,0.0089827,0.0000240711,0.0004577519,0.00003894065,0.07880949],"genre_scores_gemma":[0.01135728,0.8672101,0.0006726811,0.01022791,0.00838131,0.00003910264,0.0004770526,0.0001249178,0.1015097],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6840444,"threshold_uncertainty_score":0.6356326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4232151020141456,"score_gpt":0.5803459392361449,"score_spread":0.1571308372219993,"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."}}