{"id":"W2809567534","doi":"10.7202/1047140ar","title":"Stratégies d’encadrement favorisant l’insertion professionnelle des nouveaux enseignants issus de l’immigration : l’apport du leadership","year":2018,"lang":"fr","type":"article","venue":"Éducation et francophonie","topic":"Education, Leadership, and Health Research","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Université du Québec à Montréal","funders":"","keywords":"Political science; Humanities; Immigration; Sociology; Art","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":[0.004936598,0.0003226481,0.0002447445,0.0007600601,0.01223444,0.004460113,0.0008837516,0.001262441,0.004356798],"category_scores_gemma":[0.008326009,0.0002748252,0.000263788,0.000728439,0.006119782,0.001808356,0.003102032,0.001732014,0.0005025201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.018224,"about_ca_system_score_gemma":0.05548718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4541052,"about_ca_topic_score_gemma":0.7376832,"domain_scores_codex":[0.9942879,0.002661176,0.0001132434,0.0002673068,0.001097493,0.001573005],"domain_scores_gemma":[0.9933904,0.001684662,0.0009168422,0.0001751948,0.001721094,0.002111739],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008569506,0.0002400038,0.09797276,0.0002220714,0.00001853575,0.0008707143,0.822843,0.0001007344,0.002326078,0.008550257,0.004548627,0.06222156],"study_design_scores_gemma":[0.0000174223,0.0001261076,0.09258419,0.0003031028,0.00001547515,0.0001823548,0.867201,0.0001410863,0.0004969007,0.000733447,0.03816032,0.00003857359],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9662534,0.0006260768,0.0008097204,0.005808319,0.00008032559,0.0000842601,0.0000190126,0.00001428492,0.02630465],"genre_scores_gemma":[0.9899637,0.0004919614,0.0008498969,0.0006258176,0.00000989963,0.0000413457,0.00001546369,0.000007383905,0.007994397],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4541052,"threshold_uncertainty_score":0.9029241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1772494323889933,"score_gpt":0.4041300897567267,"score_spread":0.2268806573677334,"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."}}