{"id":"W2038320426","doi":"10.3917/riges.382.0097","title":"Les dirigeants : comme nouveau groupe social","year":2013,"lang":"fr","type":"article","venue":"Gestion","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Sociology; 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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004587567,0.0001437011,0.0001717201,0.00002071813,0.001339079,0.0001818491,0.0003130468,0.0003183891,0.003155036],"category_scores_gemma":[0.0001456225,0.0001472783,0.0001065071,0.0005300534,0.0008573388,0.0007191944,0.0000549215,0.0002344109,0.001705141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003123752,"about_ca_system_score_gemma":0.0001023428,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3216449,"about_ca_topic_score_gemma":0.0215506,"domain_scores_codex":[0.9981304,0.0002733676,0.0002086664,0.0002696862,0.000548775,0.0005691226],"domain_scores_gemma":[0.9993396,0.0001165876,0.0001789843,0.00009050217,0.000124776,0.0001495473],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000003424333,0.0001143847,0.01940118,0.00001562306,0.00001142691,0.000002280432,0.03725351,0.000006015987,0.00007128392,0.2304192,0.1249652,0.5877365],"study_design_scores_gemma":[0.0001453908,0.00004232211,0.6554228,0.00004381853,0.00001739965,7.260558e-7,0.00644858,0.0001971226,0.000006844365,0.01448609,0.3229687,0.0002201651],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6237974,0.001847592,0.0002259407,0.331793,0.003908136,0.0003001037,0.0000185922,0.00008155264,0.03802771],"genre_scores_gemma":[0.9519483,0.0004277473,0.0001472263,0.0004811031,0.001944589,0.00002311058,0.000003913261,0.000009894196,0.04501406],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6360217,"threshold_uncertainty_score":0.999961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08031169887657788,"score_gpt":0.3282812744155096,"score_spread":0.2479695755389318,"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."}}