{"id":"W4285278184","doi":"10.4000/hommesmigrations.13753","title":"Immigration au Canada : les nouveaux arrivants et leurs descendants","year":2022,"lang":"fr","type":"article","venue":"Hommes & migrations","topic":"Migration, Identity, and Health","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immigration; Political science; Humanities; Art; Law","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009410419,0.0002950838,0.0003313689,0.0001765173,0.006811451,0.0001872522,0.0004730903,0.0001235959,0.002692881],"category_scores_gemma":[0.0001644589,0.0003661134,0.0001569598,0.001059126,0.0002786848,0.0006616388,0.0001247653,0.0005601991,0.00005427944],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002481045,"about_ca_system_score_gemma":0.01171505,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9865882,"about_ca_topic_score_gemma":0.9997352,"domain_scores_codex":[0.9958988,0.001028743,0.0006482757,0.0005004471,0.00111698,0.0008067372],"domain_scores_gemma":[0.9984597,0.0002298894,0.0003556509,0.0003775236,0.000219655,0.0003575848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001619864,0.0003936011,0.1189436,0.00007559331,0.00005940663,0.00001666481,0.07879619,0.001037104,0.00007406445,0.05911667,0.7318716,0.009599324],"study_design_scores_gemma":[0.0003254976,0.0001145925,0.1111598,0.000042964,0.0001086373,0.00001290722,0.08675321,0.0007686198,0.00003409014,0.002606067,0.7976122,0.0004614314],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8807454,0.03432097,0.0009859053,0.06811528,0.007856259,0.0008505034,0.001316834,0.0001146115,0.005694206],"genre_scores_gemma":[0.9624877,0.003124968,0.0002007257,0.002354475,0.0009481495,0.0001322321,0.0004268502,0.00003453127,0.0302904],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08174224,"threshold_uncertainty_score":0.9998791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05538598928609074,"score_gpt":0.3205650650759105,"score_spread":0.2651790757898198,"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."}}