{"id":"W3167334538","doi":"10.7202/1077352ar","title":"Diplôme et mise à l’épreuve des compétences des immigrants qualifiés dans les entreprises : une comparaison France-Québec","year":2021,"lang":"fr","type":"article","venue":"Management international","topic":"Migration, Ethnicity, and Economy","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"HEC Montréal","funders":"","keywords":"Political science; Humanities; Sociology; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002088894,0.0002481608,0.0004109639,0.002349039,0.003954192,0.002894802,0.000454744,0.0006291955,0.004237137],"category_scores_gemma":[0.003501959,0.0001347809,0.0002452846,0.002327848,0.00199073,0.0009758194,0.0018345,0.0009230698,0.0002981417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01435231,"about_ca_system_score_gemma":0.01227279,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8671427,"about_ca_topic_score_gemma":0.9357051,"domain_scores_codex":[0.9986418,0.0003118353,0.00004515935,0.000111579,0.0003264495,0.0005632688],"domain_scores_gemma":[0.9973198,0.0004382418,0.000439897,0.00005309175,0.00114263,0.0006063231],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003174438,0.0002056167,0.7393687,0.0001207273,0.00008811516,0.0007130716,0.2070463,0.0003087719,0.001135267,0.004950361,0.001697459,0.04404804],"study_design_scores_gemma":[0.000008828994,0.00009070564,0.8904258,0.00009957146,0.00002284603,0.00008796038,0.1012948,0.0001224638,0.000155801,0.0001288389,0.00754203,0.00002025007],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962317,0.0003267957,0.00006077587,0.0004017326,0.000008526678,0.000005598869,0.00006019696,8.428516e-7,0.002903636],"genre_scores_gemma":[0.9947695,0.0003550416,0.00007055041,0.0001010416,0.000006480583,0.00001310538,0.00007722059,0.000002059689,0.004604878],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1328573,"threshold_uncertainty_score":0.2672793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0796844962961255,"score_gpt":0.3429864564246736,"score_spread":0.2633019601285481,"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."}}