{"id":"W7117488820","doi":"10.3917/riges.504.0050","title":"De quelles compétences les travailleurs devront-ils se doter pour aider les organisations à affronter les changements et les défis qui marqueront les cinq prochaines années ? Dans un monde aussi instable que le nôtre, cette question est devenue cruciale.","year":2025,"lang":"","type":"article","venue":"Gestion","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Identity (music); State (computer science); Order (exchange)","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":[0.01498963,0.0005483914,0.000771316,0.001820249,0.00429679,0.01420153,0.00126131,0.00433196,0.01735937],"category_scores_gemma":[0.0300839,0.0003542907,0.0005016611,0.001649823,0.01872177,0.02138148,0.004663192,0.005663545,0.005125017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005416391,"about_ca_system_score_gemma":0.0143787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02278445,"about_ca_topic_score_gemma":0.02228986,"domain_scores_codex":[0.9895978,0.004780184,0.0003591053,0.001354949,0.00187473,0.002033178],"domain_scores_gemma":[0.9816152,0.004597093,0.002927074,0.001845961,0.005414953,0.003599686],"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":[0.00005432389,0.0001284325,0.007492412,0.000314896,0.00003348436,0.0002505562,0.03272888,0.0004606315,0.0009925494,0.9042442,0.01262336,0.0406763],"study_design_scores_gemma":[0.0000418971,0.0001210405,0.02303502,0.00144016,0.00003320285,0.0006239052,0.07971525,0.001030442,0.001435835,0.5209026,0.3714879,0.0001327933],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1205701,0.008149416,0.02983144,0.2081513,0.001395501,0.0001259124,0.0005256264,0.0001442608,0.6311065],"genre_scores_gemma":[0.9113801,0.0066753,0.009783893,0.006487281,0.0004594993,0.00013475,0.0002784238,0.0001157845,0.06468507],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02278445,"threshold_uncertainty_score":0.0792737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03163817593434242,"score_gpt":0.3005439160742207,"score_spread":0.2689057401398783,"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."}}