{"id":"W3165152539","doi":"10.3917/rindu1.212.0096","title":"L’insertion professionnelle dans le cadre de la politique d’immigration du Canada","year":2021,"lang":"fr","type":"article","venue":"Annales des Mines - Réalités industrielles","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Immigration; Humanities; Ethnology; Sociology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003876615,0.0002801677,0.0003546035,0.001623265,0.0170373,0.006294986,0.001104122,0.001261259,0.01074466],"category_scores_gemma":[0.00832749,0.000330721,0.000369713,0.003198114,0.008958837,0.001826157,0.003600413,0.002997356,0.0005113875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07234284,"about_ca_system_score_gemma":0.2173697,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9833142,"about_ca_topic_score_gemma":0.992841,"domain_scores_codex":[0.9941757,0.00115195,0.0001006662,0.000366001,0.001419032,0.002786789],"domain_scores_gemma":[0.9941013,0.001081801,0.0007750534,0.0002254234,0.001843941,0.001972468],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002428522,0.0002829733,0.2862403,0.0007171126,0.0001044928,0.0009374968,0.1851368,0.001001082,0.002024927,0.2032328,0.04346333,0.2766157],"study_design_scores_gemma":[0.00003658209,0.0001055605,0.5354401,0.001794168,0.0000683051,0.0002520327,0.1473646,0.000510266,0.000685239,0.007069582,0.3065592,0.0001143056],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7493108,0.01097221,0.003304765,0.05750311,0.0006514633,0.0001940179,0.0006754146,0.00005779708,0.1773304],"genre_scores_gemma":[0.9621652,0.004667214,0.0009800137,0.004717919,0.00008361651,0.00006609666,0.000170962,0.00003007201,0.02711895],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07234284,"threshold_uncertainty_score":0.5248865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03182689711360835,"score_gpt":0.3114546857963964,"score_spread":0.279627788682788,"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."}}