{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006421765,0.000276274,0.0002941616,0.0001152861,0.0007954853,0.0003479477,0.0006874202,0.0001207508,0.005166532],"category_scores_gemma":[0.00009945319,0.0003083481,0.0002220035,0.0004272952,0.001144276,0.0006584464,0.0002352364,0.0002028612,0.0004587876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003700613,"about_ca_system_score_gemma":0.0001372792,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.221468,"about_ca_topic_score_gemma":0.6038403,"domain_scores_codex":[0.9974224,0.0003833692,0.0005731064,0.0005682849,0.0006037553,0.0004491065],"domain_scores_gemma":[0.9987763,0.0002986397,0.0002515473,0.0002521703,0.0002740007,0.0001474011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003234688,0.0009642965,0.593728,0.0002305248,0.0008305109,0.0000810393,0.1942341,0.001700637,0.00005866355,0.1230979,0.01798851,0.06705348],"study_design_scores_gemma":[0.0006446898,0.00003365183,0.3558307,0.0003911033,0.0001248121,0.000005463892,0.1131834,0.001665376,0.0002305712,0.01504533,0.5124099,0.0004350169],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7698092,0.006785075,0.01506926,0.0160204,0.002166653,0.0002935505,0.0001278682,0.00009074309,0.1896373],"genre_scores_gemma":[0.8241529,0.007080127,0.004218514,0.0008371755,0.0004242699,0.00005077319,0.0001419182,0.00001988905,0.1630744],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4944213,"threshold_uncertainty_score":0.9999369,"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."}}