{"id":"W2314660682","doi":"","title":"Le leadership transformatif : maintenir la langue française vivante au Canada","year":2016,"lang":"fr","type":"article","venue":"Canadian Journal of Education / Revue canadienne de l éducation","topic":"French Language Learning Methods","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec en Outaouais","funders":"","keywords":"Humanities; Leadership style; Political science; Sociology; Psychology; Art; Public relations","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":[0.003161194,0.0003925682,0.0002509594,0.001290355,0.007014665,0.005792986,0.001080358,0.0007025948,0.003495912],"category_scores_gemma":[0.005362139,0.0001504114,0.0002888556,0.001905947,0.005415248,0.001488312,0.002211828,0.00151309,0.0001824383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.054064,"about_ca_system_score_gemma":0.07260257,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9637065,"about_ca_topic_score_gemma":0.9769694,"domain_scores_codex":[0.9978523,0.0008122626,0.00003148853,0.0001845321,0.0004291948,0.0006901806],"domain_scores_gemma":[0.9973151,0.0009173393,0.0002580127,0.00008985414,0.0007558908,0.0006638131],"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":[0.0001932188,0.0002823712,0.2832994,0.0002776651,0.00008026423,0.001048911,0.3430901,0.001882117,0.001053572,0.1660993,0.0137913,0.1889018],"study_design_scores_gemma":[0.00004449939,0.0001624645,0.3155707,0.0007864127,0.0001337725,0.0002868136,0.5585942,0.004750244,0.00112917,0.01689625,0.1015321,0.0001132721],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8845818,0.002000222,0.005714554,0.01794231,0.0001545773,0.0001073658,0.000244736,0.00004411427,0.0892103],"genre_scores_gemma":[0.9922932,0.0005004744,0.001039151,0.0003235786,0.000009949467,0.00002218865,0.00005041421,0.000007717317,0.005753312],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.054064,"threshold_uncertainty_score":0.3922636,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0464122377201403,"score_gpt":0.2779132129456753,"score_spread":0.231500975225535,"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."}}