{"id":"W1831869932","doi":"10.1353/ces.2015.0034","title":"The Volunteering Dogma and Canadian Work Experience: Do Recent Immigrants Volunteer Voluntarily?","year":2015,"lang":"en","type":"article","venue":"Canadian ethnic studies","topic":"Nonprofit Sector and Volunteering","field":"Social Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immigration; Volunteer; Volunteer work; Sociology; Work (physics); Criminology; Ethnology; Political science; Public relations; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004457863,0.000349079,0.000514532,0.001426618,0.02683038,0.007334354,0.001707039,0.001763796,0.003393593],"category_scores_gemma":[0.009823689,0.0003762926,0.0003613387,0.002086531,0.01436469,0.002327951,0.005874376,0.002999083,0.00022505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02856065,"about_ca_system_score_gemma":0.06165445,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9458907,"about_ca_topic_score_gemma":0.9700546,"domain_scores_codex":[0.9966955,0.0007804228,0.00008365495,0.0002717424,0.0008575061,0.001311248],"domain_scores_gemma":[0.9944907,0.001462109,0.0005563648,0.0001929342,0.001218269,0.002079643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00003208735,0.00002732651,0.015565,0.00004594499,0.000005846639,0.0004193419,0.9732449,0.00001947603,0.0002431881,0.001548686,0.001486318,0.007361846],"study_design_scores_gemma":[0.000002629548,0.00001657307,0.009946737,0.00007091366,0.000004232787,0.000106712,0.9771231,0.00002515118,0.0000302614,0.00009797067,0.01255445,0.00002117928],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9796647,0.001015682,0.000171,0.005554816,0.0001057733,0.00003493961,0.00006183972,0.000009513356,0.01338171],"genre_scores_gemma":[0.9937317,0.001064564,0.0001354086,0.000927345,0.00002105565,0.000018818,0.00004736749,0.00001249796,0.004041251],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05410928,"threshold_uncertainty_score":0.2072229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1699094502842978,"score_gpt":0.3897137785131418,"score_spread":0.2198043282288439,"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."}}