{"id":"W4414755545","doi":"10.3917/riges.503.0092","title":"Planifier les talents de manière stratégique","year":2025,"lang":"fr","type":"article","venue":"Gestion","topic":"Human Resource and Talent Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003664067,0.0002297399,0.0001673766,0.0003146334,0.000296513,0.000464555,0.0002342674,0.0002346099,0.00151471],"category_scores_gemma":[0.00007041274,0.0002620179,0.00009677812,0.0003276763,0.00007210013,0.0005234054,0.0001910208,0.0002858812,0.001259163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001349222,"about_ca_system_score_gemma":0.00002829871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009267769,"about_ca_topic_score_gemma":0.0003816513,"domain_scores_codex":[0.9987429,0.00003644803,0.0002715012,0.0003250708,0.0001877754,0.0004363479],"domain_scores_gemma":[0.9994892,0.0000322794,0.0001255657,0.0002456422,0.00008938309,0.00001791002],"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":[0.00006118476,0.000386356,0.131547,0.003159092,0.0001859381,0.000144386,0.00009379474,0.001111827,0.0001222709,0.5412217,0.1775149,0.1444515],"study_design_scores_gemma":[0.0004643188,0.00001226559,0.1543294,0.0009849141,0.0002272984,0.000002092075,0.0003139634,0.002572743,0.00002623526,0.006760607,0.8340728,0.0002333445],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6305473,0.0122608,0.01002832,0.06781201,0.003341589,0.0009384169,0.00001549216,0.0003479581,0.2747081],"genre_scores_gemma":[0.7979165,0.0002838692,0.00014108,0.001630833,0.0009205352,0.00002553242,0.00008096143,0.00002221938,0.1989784],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6565579,"threshold_uncertainty_score":0.9999832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01302361093766507,"score_gpt":0.227456860226271,"score_spread":0.2144332492886059,"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."}}