{"id":"W2004668199","doi":"10.3917/riges.333.0068","title":"Quel est mon type de leadership ?","year":2008,"lang":"fr","type":"article","venue":"Gestion","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"HEC Montréal","funders":"","keywords":"Humanities; Political science; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012492,0.0000805439,0.00008300004,0.00003496399,0.0005560232,0.00001243454,0.0001004854,0.0002623307,0.0002040044],"category_scores_gemma":[0.001123814,0.00009755197,0.00003872909,0.0002777944,0.001037701,0.0001770626,0.000005509286,0.0002087556,0.0004182176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001910787,"about_ca_system_score_gemma":0.0004995451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001534553,"about_ca_topic_score_gemma":0.0001817799,"domain_scores_codex":[0.9987065,0.0005546583,0.0001270633,0.000159944,0.000146589,0.0003052733],"domain_scores_gemma":[0.9991086,0.000546584,0.00006807011,0.00008177595,0.00009894255,0.00009607007],"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":[0.000008310973,0.0002078608,0.05562554,0.00004585453,0.00002954918,0.000004057818,0.1804429,0.0002760476,0.0002308655,0.7239335,0.01761871,0.02157689],"study_design_scores_gemma":[0.0002751745,0.0001525594,0.3576765,0.0001672886,0.00005817898,0.00004608347,0.1534843,0.0003222709,0.00006779697,0.01643082,0.4709462,0.0003728601],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5929785,0.01069624,0.0009534262,0.3488341,0.009483772,0.0001928558,0.000004433424,0.0001055679,0.03675103],"genre_scores_gemma":[0.9404514,0.002857765,0.0018308,0.0006466394,0.003934304,0.000008459806,0.0000251202,0.000009437355,0.05023602],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7075026,"threshold_uncertainty_score":0.5375481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5344001203207331,"score_gpt":0.4550357812764816,"score_spread":0.07936433904425155,"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."}}