{"id":"W4251235494","doi":"10.4000/rechercheformation.2401","title":"Leadership éducatif ?","year":2015,"lang":"fr","type":"article","venue":"Recherche & formation","topic":"Educational Practices and Policies","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Psychology; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003234797,0.0002902818,0.0002660816,0.001135616,0.003474953,0.005389025,0.0007666584,0.001392964,0.04735832],"category_scores_gemma":[0.007906372,0.0001043709,0.0002617552,0.001248565,0.003640035,0.002797474,0.002661942,0.002543215,0.008509066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00460373,"about_ca_system_score_gemma":0.00926589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006791139,"about_ca_topic_score_gemma":0.01365878,"domain_scores_codex":[0.995554,0.002025341,0.0001044611,0.0003408496,0.0008088799,0.001166407],"domain_scores_gemma":[0.9947399,0.001272185,0.0006243169,0.0002837825,0.001019275,0.00206043],"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":[0.00003171669,0.0002675367,0.01155214,0.0005875037,0.00001914013,0.0005142667,0.02158829,0.0001344529,0.0001854382,0.3397577,0.3338239,0.2915378],"study_design_scores_gemma":[0.00001866782,0.00006139435,0.009061562,0.0008170186,0.000006226195,0.0002890401,0.01552086,0.00006514578,0.0001211161,0.01611757,0.9579092,0.00001224883],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02533624,0.01151549,0.001932491,0.1888261,0.00544375,0.00009867488,0.0001781927,0.0001183423,0.7665507],"genre_scores_gemma":[0.6725461,0.01440267,0.002042396,0.05353024,0.003225268,0.0003011703,0.0003853977,0.0001016073,0.2534652],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04735832,"threshold_uncertainty_score":0.1584293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.871316658605894,"score_gpt":0.5363470156591474,"score_spread":0.3349696429467466,"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."}}