{"id":"W4408809777","doi":"10.3917/riges.501.0058","title":"Développer l‛être humain pour renforcer le leader","year":2025,"lang":"fr","type":"article","venue":"Gestion","topic":"Education, Leadership, and Health Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Political science; 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":["insufficient_payload"],"category_scores_codex":[0.001704225,0.0001269353,0.0001514248,0.0001737848,0.001051575,0.00009858386,0.0002180031,0.0003774721,0.002102711],"category_scores_gemma":[0.0005358903,0.0001434699,0.00006687915,0.0007901129,0.0005209119,0.0002954064,0.00002623636,0.0004530699,0.0009020218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004968829,"about_ca_system_score_gemma":0.003088317,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009118987,"about_ca_topic_score_gemma":0.00563743,"domain_scores_codex":[0.9977691,0.000630828,0.0002675639,0.0003079649,0.0003645191,0.0006599875],"domain_scores_gemma":[0.9989501,0.0003457707,0.00006553612,0.0002025115,0.0002631365,0.000172946],"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":[0.00001470253,0.0001482947,0.01323557,0.0003236914,0.00001867463,0.0000014916,0.03351665,0.00003373373,0.0000444754,0.5877754,0.289167,0.07572026],"study_design_scores_gemma":[0.0003100454,0.0000295145,0.05816204,0.0004296733,0.00002189801,0.000001039174,0.06380361,0.0001477496,0.00007058249,0.01832698,0.8585226,0.0001742774],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.03268549,0.007849255,0.0006530833,0.8501997,0.00308949,0.0003350826,0.000003910913,0.00006096887,0.105123],"genre_scores_gemma":[0.4208561,0.001651192,0.0005133342,0.001522023,0.001191792,0.00003223831,0.00001596038,0.00001036805,0.574207],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.8486777,"threshold_uncertainty_score":0.9998759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1516146312117699,"score_gpt":0.4525723971692653,"score_spread":0.3009577659574955,"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."}}