{"id":"W1535106651","doi":"10.1111/j.1468-2435.2010.00602.x","title":"Voluntary Association Involvement and Immigrant Network Diversity","year":2010,"lang":"en","type":"article","venue":"International Migration","topic":"Social Capital and Networks","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Immigration; Interpersonal ties; Neighbourhood (mathematics); Voluntary association; Homogeneous; Diversity (politics); Ethnic group; Association (psychology); Demographic economics; Economic geography; Strong ties; Sociology; Social psychology; Political science; Geography; Psychology; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001441495,0.0001622364,0.0002216688,0.0009409192,0.002849338,0.002773609,0.0005607164,0.0003924911,0.003926723],"category_scores_gemma":[0.006827143,0.0001123357,0.0001266789,0.0008596198,0.001543382,0.0007999967,0.003674731,0.0005965465,0.0001609182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001397005,"about_ca_system_score_gemma":0.001285717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04330084,"about_ca_topic_score_gemma":0.09691938,"domain_scores_codex":[0.9985435,0.0006862011,0.00004110444,0.0001305813,0.0002690452,0.0003296348],"domain_scores_gemma":[0.993057,0.001526102,0.001982507,0.0004456335,0.0008482485,0.002140431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001112107,0.0002205031,0.9454311,0.00004736548,0.00008076218,0.000367252,0.01911553,0.0005754124,0.0007076222,0.006370644,0.0007739816,0.02619858],"study_design_scores_gemma":[0.000009788864,0.00007975382,0.955062,0.00009414285,0.00003273343,0.0003870026,0.03574392,0.0008216436,0.0002021609,0.002594977,0.004956825,0.00001521392],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990553,0.0001069583,0.000128994,0.0001702581,0.000004954781,0.000005035424,0.00002683832,0.000002387336,0.009001616],"genre_scores_gemma":[0.9994968,0.000031297,0.00003411127,0.000009102321,0.000002141674,0.000001681321,0.00001605711,5.564761e-7,0.0004081526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04330084,"threshold_uncertainty_score":0.0860976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009538267424388753,"score_gpt":0.2478908340605341,"score_spread":0.2383525666361454,"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."}}