{"id":"W7117470547","doi":"10.3917/riges.504.0003","title":"L’heure de gloire des compétences « molles »","year":2025,"lang":"","type":"article","venue":"Gestion","topic":"Contemporary art, education, critique","field":"Social Sciences","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.002281392,0.0002013033,0.0002224599,0.0001238873,0.001847952,0.000270011,0.000400679,0.0002861746,0.0003434829],"category_scores_gemma":[0.000797201,0.0002299961,0.0001060433,0.0009344983,0.0009222717,0.001324114,0.00004638657,0.0002739151,0.00006576189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003423158,"about_ca_system_score_gemma":0.002031077,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00744281,"about_ca_topic_score_gemma":0.006896229,"domain_scores_codex":[0.9968978,0.001544901,0.0003795935,0.0004132714,0.0002898717,0.0004745991],"domain_scores_gemma":[0.9987227,0.0004219539,0.0001345656,0.0002498438,0.0003059408,0.0001650394],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00008133157,0.0005705345,0.2710172,0.0003488427,0.00009796808,0.00001217146,0.08613595,0.0001746662,0.0006633418,0.3419967,0.1601671,0.1387343],"study_design_scores_gemma":[0.0004671839,0.0001245379,0.2986721,0.001646152,0.0001371169,0.000006530036,0.07556974,0.000887457,0.0006261943,0.3570715,0.2642346,0.0005569114],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4920924,0.009151983,0.006203988,0.4044477,0.002900804,0.0007620551,0.00002003787,0.0002276649,0.08419336],"genre_scores_gemma":[0.9310827,0.004219539,0.002591123,0.0003530595,0.0003498904,0.00003501633,0.00001126343,0.000009353446,0.06134811],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4389902,"threshold_uncertainty_score":0.9994515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02495700798017344,"score_gpt":0.3229588031876228,"score_spread":0.2980017952074494,"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."}}