{"id":"W4255552550","doi":"10.32920/ryerson.14639466","title":"Ethnicity, Voluntary Behaviour and Social Integration","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Nonprofit Sector and Volunteering","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; Victoria Park","funders":"","keywords":"Voluntary sector; Ethnic group; Government (linguistics); Voluntary association; Civil society; Political science; Social capital; Turnover; Public relations; Business; Management; Economics; Politics; Law","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":[0.002125832,0.0002068567,0.0002849564,0.001570068,0.004815837,0.004017076,0.0006472117,0.0005613912,0.004883042],"category_scores_gemma":[0.004924653,0.00008988241,0.0001656886,0.001803552,0.005642168,0.001259092,0.004483291,0.0006590387,0.0002135961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004027888,"about_ca_system_score_gemma":0.003764428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1443072,"about_ca_topic_score_gemma":0.1638793,"domain_scores_codex":[0.9977379,0.001142824,0.0000664757,0.0001434059,0.0004506083,0.0004587852],"domain_scores_gemma":[0.9970566,0.0005895651,0.0008098466,0.000134187,0.0002850161,0.001124734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000100661,0.0009632954,0.626101,0.0001141761,0.00008336949,0.0005768492,0.1353894,0.0005578333,0.0003183591,0.1092246,0.002723421,0.1238469],"study_design_scores_gemma":[0.00001655524,0.00009772545,0.8082696,0.0002894179,0.00003250435,0.0003083671,0.1252264,0.0006861627,0.0001288766,0.03899387,0.02591543,0.00003495455],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9073476,0.001095846,0.0004710564,0.002565322,0.00003734151,0.0000316279,0.00005787391,0.000008956905,0.08838449],"genre_scores_gemma":[0.9975554,0.0002861347,0.0001075752,0.00008949885,0.00001061083,0.0000089818,0.00002042982,0.000002160676,0.001919337],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1443072,"threshold_uncertainty_score":0.2869346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05381836069453595,"score_gpt":0.3520694734696228,"score_spread":0.2982511127750869,"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."}}