{"id":"W3015789897","doi":"10.1353/ces.2020.0006","title":"Civic Engagement and Wellbeing Among Female Immigrants in Canada","year":2020,"lang":"en","type":"article","venue":"Canadian ethnic studies","topic":"Youth Development and Social Support","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Civic engagement; Immigration; Social engagement; Politics; Sociology; Public engagement; Work engagement; Political science; Work (physics); Public relations; Social science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005426079,0.00009456387,0.0001921553,0.00005166445,0.0003861341,0.000009584845,0.0001225058,0.00004016129,0.0001107961],"category_scores_gemma":[0.0003848106,0.0001034154,0.000017488,0.0003412251,0.0001622907,0.00007727255,0.00004135185,0.0001489307,0.000006138123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001035244,"about_ca_system_score_gemma":0.003286525,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9991434,"about_ca_topic_score_gemma":0.9999951,"domain_scores_codex":[0.9988231,0.0001394011,0.0001607998,0.0001943288,0.0002111027,0.0004712374],"domain_scores_gemma":[0.9993404,0.00009979458,0.0000326471,0.00004404005,0.00003836192,0.0004447962],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000001056584,9.837084e-7,0.7480466,0.00001216778,0.00003804028,0.00009850265,0.2182649,0.00000129795,5.984909e-7,0.0002738693,0.004390629,0.02887134],"study_design_scores_gemma":[0.00008965123,0.00000378175,0.8333282,0.00001625493,0.000006406546,3.278378e-8,0.1595497,0.000002969257,0.000001692233,0.00004011633,0.006842955,0.0001181849],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9713632,0.008982751,4.01045e-7,0.006845682,0.000287974,0.0002207025,0.000007026415,0.00001417967,0.01227811],"genre_scores_gemma":[0.9947442,0.002171922,0.00001445918,0.002216953,0.0001004949,0.00001502382,0.000001983511,0.000006839956,0.0007280908],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0852816,"threshold_uncertainty_score":0.5830154,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1688956834977619,"score_gpt":0.3449491903919602,"score_spread":0.1760535068941984,"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."}}