{"id":"W7132936653","doi":"","title":"Country of Origin and Political Integration of Immigrants in Canada","year":2025,"lang":"","type":"dissertation","venue":"TSpace","topic":"Migration, Refugees, and Integration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Polity; Politics; Immigration; Conceptualization; Democracy; Survey data collection; European Social Survey; Social integration","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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":[0.0007617957,0.0002301808,0.0003996643,0.0017677,0.005938535,0.003152169,0.0008337219,0.0003771429,0.004411338],"category_scores_gemma":[0.003194567,0.0001707506,0.0005227398,0.003573425,0.001400554,0.0006246858,0.001976694,0.001088733,0.0003415717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02071296,"about_ca_system_score_gemma":0.03305817,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9887527,"about_ca_topic_score_gemma":0.9946601,"domain_scores_codex":[0.998919,0.00008391732,0.0000486141,0.0001246786,0.000268756,0.0005550758],"domain_scores_gemma":[0.9974837,0.0001561422,0.000520279,0.0000731271,0.0008872246,0.0008795079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009610295,0.00005082326,0.9727699,0.00004551564,0.00005495357,0.0003767254,0.01226851,0.0001247093,0.0002430736,0.001519709,0.002159298,0.0102906],"study_design_scores_gemma":[0.000008018902,0.00002354453,0.9580706,0.0001556587,0.0000407974,0.0001329138,0.03518415,0.0002636374,0.000103239,0.0001866782,0.005795318,0.00003552127],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922299,0.0006623295,0.0000470649,0.000645751,0.00002215353,0.00001363704,0.0007671548,0.000004806011,0.005607237],"genre_scores_gemma":[0.9972089,0.0004785876,0.00005748835,0.0001193282,0.000005596936,0.000005656024,0.0005037599,0.000006152052,0.001614529],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02071296,"threshold_uncertainty_score":0.1502837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01407426617463227,"score_gpt":0.3473068800916806,"score_spread":0.3332326139170483,"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."}}