{"id":"W3199646406","doi":"10.3917/riges.463.0064","title":"La diversité commence au sommet","year":2021,"lang":"fr","type":"article","venue":"Gestion","topic":"Political and Social Issues","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; 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":[],"consensus_categories":[],"category_scores_codex":[0.0003626917,0.00006831402,0.0001082584,0.00001078624,0.0004761179,0.0000544181,0.00009599877,0.0002245244,0.0006522296],"category_scores_gemma":[0.000419834,0.00007902538,0.00006299213,0.0002323691,0.0005671802,0.0001809475,0.00007293636,0.0001820702,0.0005497132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002481064,"about_ca_system_score_gemma":0.0001925906,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01183333,"about_ca_topic_score_gemma":0.001897151,"domain_scores_codex":[0.9985619,0.0006794132,0.00008783692,0.0001409237,0.0002063574,0.0003235653],"domain_scores_gemma":[0.9992951,0.0003650727,0.0000267065,0.00007473184,0.00007806319,0.000160307],"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":[0.000001753298,0.0001001006,0.004214515,0.00001887085,0.00001186623,0.00005154927,0.01811958,0.000001731087,0.00002906599,0.8930027,0.00381417,0.08063412],"study_design_scores_gemma":[0.0001238009,0.000019889,0.05733646,0.00009523052,0.00004814976,0.000002961067,0.008328619,0.00003055864,0.0001873958,0.05233392,0.8813604,0.0001326018],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2960512,0.005887478,0.0002734063,0.4136199,0.002847285,0.00007113141,0.00004070042,0.00007186005,0.281137],"genre_scores_gemma":[0.9301863,0.0006647263,0.0001629647,0.0008019157,0.0007145476,0.000001607256,0.000009139343,0.000003754556,0.06745506],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8775463,"threshold_uncertainty_score":0.994747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03811002464571446,"score_gpt":0.3131858530748916,"score_spread":0.2750758284291772,"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."}}