{"id":"W4408809835","doi":"10.3917/riges.501.0040","title":"Quand un gestionnaire dépasse les frontières","year":2025,"lang":"fr","type":"article","venue":"Gestion","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Political science; Medicine; Humanities; Art","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004071739,0.001065464,0.0007861018,0.00195808,0.008927384,0.009222571,0.0007588967,0.005280064,0.01679974],"category_scores_gemma":[0.007993263,0.0003023109,0.0008748927,0.002399365,0.009601945,0.007525738,0.00230973,0.005055768,0.00143877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01556406,"about_ca_system_score_gemma":0.008361415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2702099,"about_ca_topic_score_gemma":0.2224858,"domain_scores_codex":[0.9950064,0.003139257,0.00008383141,0.0004222443,0.0005542447,0.0007938432],"domain_scores_gemma":[0.9972194,0.00144363,0.0002696825,0.0002196203,0.0005112508,0.0003363072],"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":[0.000157005,0.00005397892,0.00342332,0.0002378264,0.00005709004,0.0008531109,0.01680123,0.0005094357,0.0008072502,0.920522,0.02033207,0.03624561],"study_design_scores_gemma":[0.00007117788,0.0001222404,0.02935384,0.0006536283,0.00004087109,0.0009166799,0.03427543,0.0004753061,0.000648545,0.04972623,0.8836396,0.00007649275],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2371168,0.09113295,0.01058166,0.2131833,0.005282043,0.00004767229,0.0003925096,0.0001706732,0.4420925],"genre_scores_gemma":[0.8215459,0.02132157,0.002720593,0.006892041,0.003132137,0.0000779737,0.0001200199,0.00009854037,0.1440912],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2702099,"threshold_uncertainty_score":0.5372742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.043112311218959,"score_gpt":0.2686843156245614,"score_spread":0.2255720044056023,"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."}}