{"id":"W6926447801","doi":"10.25318/36280001202500600003-fra","title":"Citoyenneté et résultats économiques des immigrants au Canada","year":2025,"lang":"fr","type":"article","venue":"Statistics Canada Dissemination","topic":"Microbial Natural Products and Biosynthesis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immigration; Deportation; Refugee; Illegal immigrants","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":[0.001240481,0.0003105883,0.0005072909,0.003238076,0.003254468,0.002567096,0.0004713779,0.0004756108,0.007164959],"category_scores_gemma":[0.004080081,0.0001767017,0.0004476714,0.0122053,0.0011913,0.0003920209,0.0009719937,0.0008349764,0.0004621849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0349625,"about_ca_system_score_gemma":0.05485557,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9938174,"about_ca_topic_score_gemma":0.9963998,"domain_scores_codex":[0.9987385,0.0001257767,0.0000686832,0.0001164263,0.0004382345,0.0005123574],"domain_scores_gemma":[0.9968011,0.0004571535,0.0005592162,0.00008716776,0.001626922,0.0004684554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005888121,0.0000958401,0.8885801,0.0004974435,0.000221152,0.000404081,0.0129114,0.000901763,0.0004870403,0.007891682,0.01595073,0.07146993],"study_design_scores_gemma":[0.00001908152,0.00005274061,0.9553244,0.0002130315,0.00009173316,0.00006495749,0.01246046,0.0002865118,0.0003590115,0.0003681581,0.03071751,0.0000424787],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9409843,0.008821281,0.0002947478,0.005399957,0.00006534718,0.00006175805,0.01420279,0.00003271654,0.03013701],"genre_scores_gemma":[0.9615965,0.00748379,0.0003786088,0.000582096,0.00004099295,0.00004227856,0.003905447,0.00002000857,0.02595031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0349625,"threshold_uncertainty_score":0.2536719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00701496878729594,"score_gpt":0.2558584244212945,"score_spread":0.2488434556339985,"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."}}