{"id":"W4386552790","doi":"10.3917/riges.483.0064","title":"Comment diriger par le cerveau","year":2023,"lang":"fr","type":"article","venue":"Gestion","topic":"Education and Teacher Training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009014013,0.00006257648,0.00006666772,0.00004289813,0.0004122998,0.00004749074,0.00008359317,0.0001005007,0.0007274281],"category_scores_gemma":[0.0001154486,0.00007292863,0.00004199826,0.0004749048,0.0001556887,0.0001358027,0.00001807762,0.0001355643,0.00239898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009794393,"about_ca_system_score_gemma":0.0001352344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002687702,"about_ca_topic_score_gemma":0.0002835176,"domain_scores_codex":[0.9990544,0.000274642,0.0001163815,0.0001351405,0.000172265,0.0002472093],"domain_scores_gemma":[0.9996173,0.0001174947,0.00004508084,0.00009200085,0.00003375809,0.00009431366],"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":[0.000001983487,0.000156686,0.01352838,0.0000233804,0.00001778308,0.00000308361,0.0749504,0.0000595115,0.00004420276,0.4007743,0.3293859,0.1810544],"study_design_scores_gemma":[0.0001088626,0.00001418853,0.0775019,0.00005001876,0.000009758194,3.43228e-7,0.0117675,0.000197868,0.00002821388,0.004737369,0.9054983,0.00008569852],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.09652197,0.0005653979,0.0001262735,0.8700376,0.003609518,0.00009802345,0.000003630733,0.0001746755,0.02886288],"genre_scores_gemma":[0.9411201,0.0002965817,0.000214007,0.001652763,0.0005869693,0.00001736425,0.00003379236,0.000008943452,0.05606951],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8683849,"threshold_uncertainty_score":0.9983777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.120582383426081,"score_gpt":0.3640988483296674,"score_spread":0.2435164649035865,"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."}}