{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002833053,0.00038834,0.0003681467,0.000167216,0.004349471,0.0003251612,0.0004756026,0.0002381793,0.000991692],"category_scores_gemma":[0.001813965,0.0004102899,0.00007197203,0.0007969871,0.001515645,0.0003293242,0.0001305211,0.0005133669,0.000002912644],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002640239,"about_ca_system_score_gemma":0.006991457,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8148703,"about_ca_topic_score_gemma":0.9721,"domain_scores_codex":[0.9923477,0.004929991,0.0005589185,0.0004888232,0.0009427917,0.0007317648],"domain_scores_gemma":[0.9941563,0.004440473,0.0003648667,0.000179481,0.0002822506,0.0005766479],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001883823,0.0009581614,0.06941025,0.000913633,0.00006337676,0.0003852988,0.4177912,0.02348316,0.002269652,0.03676073,0.3428584,0.1049178],"study_design_scores_gemma":[0.001438069,0.0001788186,0.2479019,0.0005136854,0.0001628391,0.00007185224,0.2163394,0.08702072,0.0007384025,0.00882422,0.4357633,0.001046706],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9337662,0.004984498,0.04507539,0.00452202,0.0003485438,0.0004394277,0.008934499,0.00009495456,0.001834486],"genre_scores_gemma":[0.9784482,0.005931928,0.005672887,0.0002465863,0.00007843777,0.00007234061,0.001793694,0.00005613649,0.007699805],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2014517,"threshold_uncertainty_score":0.9999216,"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."}}