{"id":"W7164900349","doi":"10.1080/17153379.2025.12558767","title":"Bonding, Bridging Bypassing: Understanding Ethnic Politics in Diverse Societies","year":2025,"lang":"en","type":"article","venue":"Pacific Affairs","topic":"Diaspora, migration, transnational identity","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Bridging (networking); Politics; Ethnic group; Diversity (politics)","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":[0.003164068,0.0002763357,0.0003491329,0.001195846,0.006324033,0.009164629,0.001145407,0.001414019,0.005432526],"category_scores_gemma":[0.00472255,0.0003212184,0.0002015949,0.001232891,0.017347,0.009208631,0.005622094,0.002106555,0.0002710471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0015595,"about_ca_system_score_gemma":0.003357805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008438506,"about_ca_topic_score_gemma":0.01335696,"domain_scores_codex":[0.9986835,0.0008045681,0.00002382714,0.0001544178,0.0001081774,0.0002254079],"domain_scores_gemma":[0.9980161,0.0009946987,0.0002963279,0.0001880325,0.0001330211,0.000371816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005934836,0.0001464709,0.02446184,0.0001023562,0.00002377175,0.0002873665,0.4362856,0.0004298941,0.001007642,0.496729,0.001119483,0.03934714],"study_design_scores_gemma":[0.00001627481,0.00005811418,0.02366209,0.0002398677,0.00003665551,0.0001719912,0.6103747,0.001871208,0.0004466348,0.333454,0.02963877,0.00002974061],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8343918,0.0008667587,0.01219499,0.006800429,0.00005998228,0.00003216645,0.00003356432,0.0000221809,0.1455982],"genre_scores_gemma":[0.9976608,0.0001883348,0.0006353832,0.0001644954,0.000006167855,0.00001477244,0.000008516504,0.000007975642,0.001313591],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009164629,"threshold_uncertainty_score":0.01817358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07224296406956207,"score_gpt":0.3387068801555227,"score_spread":0.2664639160859607,"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."}}