{"id":"W1953200557","doi":"10.4000/remi.7021","title":"Être médecin et immigrant au Québec : une identité professionnelle malmenée","year":2014,"lang":"fr","type":"article","venue":"Revue européenne de migrations internationales","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine; Université du Québec à Montréal","funders":"","keywords":"Humanities; Political science; Soul; Identity (music); Immigration; Sociology; Ethnology; Art; Law; Philosophy; Theology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002337065,0.0006019303,0.0006833636,0.0004575689,0.001644239,0.0001030988,0.0009241999,0.0005497631,0.002492793],"category_scores_gemma":[0.00220856,0.0006393333,0.0003415323,0.0009133061,0.0003080178,0.0004719106,0.000398952,0.00156488,0.005150786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002504864,"about_ca_system_score_gemma":0.002324361,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2796728,"about_ca_topic_score_gemma":0.7474467,"domain_scores_codex":[0.992035,0.003321061,0.001833039,0.0008690579,0.0006084347,0.001333358],"domain_scores_gemma":[0.9939725,0.002704891,0.000910903,0.0009435825,0.0008795662,0.000588547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001488414,0.0009610759,0.1394481,0.001812171,0.0002161919,0.0001010566,0.04797321,0.002194865,0.0004001391,0.5874145,0.2051452,0.01418468],"study_design_scores_gemma":[0.001439359,0.0002654696,0.1216798,0.008468754,0.0001750093,0.0001714791,0.01257807,0.01326273,0.00009085711,0.008790878,0.832333,0.0007445312],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6267174,0.01360935,0.01211859,0.3154227,0.006480479,0.001550023,0.0003744144,0.0003199441,0.02340719],"genre_scores_gemma":[0.7101197,0.001970399,0.00469384,0.003454304,0.002250951,0.0002437674,0.0003690442,0.0001309463,0.2767671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6271878,"threshold_uncertainty_score":0.9996555,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03197477089164828,"score_gpt":0.3742704588661003,"score_spread":0.342295687974452,"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."}}