{"id":"W2132330502","doi":"10.29173/css230","title":"Conceptions of volunteerism among recent African Immigrants in Canada: Implications for democratic citizenship education","year":2012,"lang":"en","type":"article","venue":"Canadian Social Studies","topic":"Tourism, Volunteerism, and Development","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Democracy; Civic engagement; Immigration; Citizenship; Sociology; Inclusion (mineral); Politics; Curriculum; Active citizenship; Promotion (chess); Socioeconomic status; Political science; Public relations; Social science; Pedagogy; Population; Law","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003737695,0.0001175305,0.0002683202,0.0001270924,0.0009946843,0.00001296547,0.0001586185,0.0000740569,0.00003303633],"category_scores_gemma":[0.0004465322,0.000134432,0.00006085463,0.0004821826,0.000316451,0.00009149981,0.00001551813,0.00008315883,0.000001754564],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.00433029,"about_ca_system_score_gemma":0.009284493,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9922624,"about_ca_topic_score_gemma":0.9998394,"domain_scores_codex":[0.9986276,0.0001019083,0.0003246148,0.0001493224,0.0001628642,0.0006336905],"domain_scores_gemma":[0.9989302,0.000155641,0.0001348598,0.00008615333,0.0003577234,0.0003354375],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000004528254,0.0000360523,0.5043569,0.0000282546,0.0001217298,3.467077e-7,0.2106747,7.633628e-7,0.000007296866,0.009685765,0.2593385,0.01574518],"study_design_scores_gemma":[0.00009777207,0.000004452558,0.7103049,0.00001639062,0.00002331856,1.107967e-7,0.246311,3.448925e-7,0.000003032812,0.001951765,0.04115691,0.0001299739],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9649734,0.006089237,0.00003157059,0.0140999,0.001427141,0.001051146,0.0002276527,0.00002215316,0.01207784],"genre_scores_gemma":[0.9974444,0.000585714,0.0001319854,0.0004025105,0.00044508,0.0003976666,0.00001889323,0.00001216274,0.0005616014],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2181816,"threshold_uncertainty_score":0.9994919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05309404704316477,"score_gpt":0.320260691091912,"score_spread":0.2671666440487472,"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."}}