{"id":"W4297906453","doi":"10.3917/riges.473.0060","title":"Repenser les outils de gestion","year":2022,"lang":"fr","type":"article","venue":"Gestion","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Philosophy","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":[0.03277322,0.001960898,0.001374094,0.004275424,0.001581048,0.01459741,0.002421601,0.003449753,0.01392391],"category_scores_gemma":[0.0913175,0.0008101584,0.002122731,0.003783006,0.004540212,0.01385563,0.006751273,0.003558638,0.004078177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002441714,"about_ca_system_score_gemma":0.004511396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01023094,"about_ca_topic_score_gemma":0.008216867,"domain_scores_codex":[0.958241,0.02311625,0.002618747,0.003263637,0.01179255,0.0009677631],"domain_scores_gemma":[0.9272027,0.04188706,0.002630882,0.01658375,0.01094948,0.0007461823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007752163,0.0002113096,0.01207402,0.002430017,0.0004188574,0.0008963952,0.01088351,0.01376779,0.007507634,0.3502587,0.0225181,0.5782585],"study_design_scores_gemma":[0.0001852232,0.000512213,0.01732237,0.005736478,0.0004384009,0.001729293,0.009395625,0.07260522,0.02018975,0.3193815,0.5521031,0.0004007603],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"commentary","genre_scores_codex":[0.06121356,0.00940595,0.7731529,0.02662081,0.001965129,0.0008472672,0.003657961,0.004089719,0.1190467],"genre_scores_gemma":[0.4034834,0.00514982,0.5561703,0.002490231,0.0008532955,0.0006947386,0.00303611,0.001081067,0.0270411],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.03277322,"threshold_uncertainty_score":0.1733235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04991076865654093,"score_gpt":0.3042175814761809,"score_spread":0.25430681281964,"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."}}