{"id":"W7074211233","doi":"","title":"Pénurie d’enseignants au Québec. Comment faciliter l’insertion professionnelle et la rétention des enseignants formés à l’étranger?","year":2022,"lang":"fr","type":"other","venue":"R-libre (Université Téluq)","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Face (sociological concept); Immigration; Work (physics)","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":[0.002887835,0.0003307242,0.0003783519,0.0006437101,0.01321477,0.005144529,0.001249439,0.001183875,0.02501433],"category_scores_gemma":[0.00600097,0.0002529021,0.0002911052,0.001449374,0.003959661,0.003066754,0.003105354,0.002851876,0.002172752],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02609861,"about_ca_system_score_gemma":0.05759424,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9278953,"about_ca_topic_score_gemma":0.9796726,"domain_scores_codex":[0.9975799,0.0005857468,0.00006307817,0.0002348946,0.000601028,0.0009354785],"domain_scores_gemma":[0.9931458,0.0005611203,0.0004586674,0.0002167393,0.002793747,0.002824026],"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":[0.0002480152,0.0004812754,0.1805398,0.001101315,0.00006700016,0.003068337,0.4283789,0.0002979568,0.003164287,0.02308411,0.1199027,0.2396663],"study_design_scores_gemma":[0.00001848178,0.0001737446,0.1814822,0.00134508,0.00003688857,0.0004964442,0.4913069,0.0003204205,0.0005689724,0.00109473,0.3230599,0.00009635516],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7854337,0.009237968,0.002867986,0.0572627,0.001271181,0.0002110691,0.0007286814,0.000107888,0.1428789],"genre_scores_gemma":[0.8864263,0.00528348,0.002117128,0.009037697,0.000083724,0.0001049749,0.0004439622,0.00007130612,0.09643152],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9739014,"threshold_uncertainty_score":0.1893595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0443064186856409,"score_gpt":0.2037017258184713,"score_spread":0.1593953071328304,"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."}}