{"id":"W4254691546","doi":"10.1787/reg_glance-2011-15-fr","title":"Migrations de main-d'œuvre qualifiée dans les régions de l'OCDE","year":2012,"lang":"fr","type":"book-chapter","venue":"Panorama des régions de l'OCDE","topic":"Migration, Ethnicity, and Economy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Geography; Art","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":[0.0004164232,0.0002936804,0.0002473609,0.001284791,0.002858222,0.002448661,0.0003624349,0.0005559105,0.00690718],"category_scores_gemma":[0.000670872,0.0001300241,0.0002483747,0.002539223,0.002648457,0.001048715,0.001641838,0.00092971,0.0006046226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004565262,"about_ca_system_score_gemma":0.003134274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0974543,"about_ca_topic_score_gemma":0.1900092,"domain_scores_codex":[0.9997092,0.00005807597,0.000008964184,0.00005708841,0.00004777336,0.0001188731],"domain_scores_gemma":[0.9998003,0.00006905232,0.00002968394,0.00001245002,0.00005276883,0.00003572568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001757857,0.00004620262,0.02103985,0.0004291509,0.00002041531,0.001095429,0.1036599,0.000637384,0.001365377,0.5919526,0.03882797,0.24075],"study_design_scores_gemma":[0.00001868191,0.00004845118,0.07698863,0.000594602,0.00002686644,0.0007087507,0.02926992,0.0002173408,0.0004446378,0.02308678,0.8685665,0.00002876842],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2561285,0.04941439,0.002264664,0.01280817,0.0007037878,0.00006188086,0.0004706963,0.00005568686,0.6780922],"genre_scores_gemma":[0.6779387,0.02120757,0.001439152,0.001006751,0.0002781908,0.00006726994,0.0002591706,0.00004789467,0.2977553],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0974543,"threshold_uncertainty_score":0.1937741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05530979314849516,"score_gpt":0.3003296181945518,"score_spread":0.2450198250460566,"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."}}