{"id":"W1521910764","doi":"","title":"Identity Construction in Multicultural States: Ethnic Group Mobilization and Public Policy","year":2010,"lang":"en","type":"article","venue":"UTA ResearchCommons (University of Texas Arlington)","topic":"Labor Movements and Unions","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Ethnic group; Multiculturalism; Mobilization; Political science; Group (periodic table); Collective identity; Identity (music); Gender studies; Public administration; Sociology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008139404,0.00006933611,0.0001236745,0.0004166921,0.0005600613,0.00008544627,0.0003366551,0.0001097011,0.0002835553],"category_scores_gemma":[0.0004290171,0.00007639006,0.0000387885,0.001036537,0.00110548,0.001211367,0.0002202249,0.0003382659,0.000004155079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001161902,"about_ca_system_score_gemma":0.0001830566,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1339782,"about_ca_topic_score_gemma":0.5628114,"domain_scores_codex":[0.998765,0.0002235273,0.0001094646,0.0001974702,0.000380468,0.0003240641],"domain_scores_gemma":[0.9992229,0.000130149,0.00007404482,0.0001665729,0.0002187028,0.0001876703],"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":[0.00002924145,0.0002532424,0.2093863,0.00001811786,0.00002640252,0.000007539676,0.01209263,0.00001373109,0.001763953,0.7477954,0.00009934122,0.02851408],"study_design_scores_gemma":[0.001179631,0.00006905261,0.9039466,0.00002791657,0.00001123388,0.000001391815,0.06637804,0.001422614,0.00002712956,0.009111071,0.01762615,0.0001991539],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933477,0.00002668388,0.000191261,0.003756611,0.00007972057,0.0002423347,0.00002388344,0.00003328505,0.002298542],"genre_scores_gemma":[0.9975443,0.000654695,0.001253349,0.00002558156,0.00003663379,3.305399e-7,0.00002260591,0.000004586504,0.0004579284],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7386843,"threshold_uncertainty_score":0.8717887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03129598599841132,"score_gpt":0.3242368968476914,"score_spread":0.29294091084928,"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."}}