{"id":"W6963919615","doi":"10.25318/36280001202200200003-fra","title":"Les résultats des immigrants sur le marché du travail en période de récession : comparaison entre la récession du début des années 1990, celle de la fin des années 2000 et celle liée à la COVID-19","year":2022,"lang":"fr","type":"article","venue":"Statistics Canada Dissemination","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immigration; Self employed; New 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":[0.002309378,0.000349221,0.0005227634,0.001297837,0.001415108,0.001329946,0.0004497931,0.0006620532,0.006114004],"category_scores_gemma":[0.006292263,0.0001552952,0.0009955163,0.002339941,0.0006378748,0.0003459182,0.001034619,0.0008750311,0.001023265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0032221,"about_ca_system_score_gemma":0.005563374,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6906096,"about_ca_topic_score_gemma":0.7363761,"domain_scores_codex":[0.9991788,0.0002139283,0.00006433028,0.00008509886,0.0001904108,0.000267314],"domain_scores_gemma":[0.9955381,0.00126512,0.0009170464,0.0001618842,0.001321761,0.0007961899],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001173149,0.0001225973,0.9792359,0.00005647376,0.0001592401,0.00009018011,0.003590809,0.0005664734,0.0002215374,0.0001944644,0.001576725,0.01301236],"study_design_scores_gemma":[0.00001286969,0.0001451121,0.991173,0.00003342123,0.00006374616,0.00001529456,0.006234822,0.0002147487,0.0001074093,0.00003658962,0.001951425,0.00001160493],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957338,0.0005089958,0.00005148859,0.0002566521,0.00001608896,0.00001498481,0.001279003,0.000004293145,0.00213461],"genre_scores_gemma":[0.9875566,0.000539713,0.00008753087,0.00007692579,0.00001745078,0.00003014699,0.002310988,0.000007475849,0.009373232],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3093904,"threshold_uncertainty_score":0.622425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01508385810526441,"score_gpt":0.2992351585345144,"score_spread":0.28415130042925,"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."}}