{"id":"W4383858899","doi":"","title":"Définir le profil du manageur public de demain","year":2023,"lang":"fr","type":"preprint","venue":"HAL AMU","topic":"Healthcare Systems and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute on Governance","funders":"","keywords":"Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005942435,0.001337398,0.0008638268,0.004327671,0.002553891,0.01318333,0.0009637636,0.003645391,0.0176852],"category_scores_gemma":[0.01236674,0.0006627457,0.001606663,0.002907357,0.004086641,0.01041433,0.001810978,0.002864053,0.003556747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006064238,"about_ca_system_score_gemma":0.002337514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01708835,"about_ca_topic_score_gemma":0.006401407,"domain_scores_codex":[0.9928038,0.002642651,0.0003211102,0.001239664,0.002265734,0.0007271362],"domain_scores_gemma":[0.994518,0.002915346,0.0004812057,0.000431167,0.001164499,0.0004898268],"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":[0.0001592713,0.00008940836,0.006222305,0.000143599,0.00006887004,0.0004146062,0.001679294,0.004962962,0.001859529,0.9435755,0.005144358,0.03568029],"study_design_scores_gemma":[0.0003500938,0.0004837103,0.02151335,0.0006494357,0.0001278688,0.002333042,0.009330556,0.1148248,0.01084731,0.6021024,0.237225,0.0002124585],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.2279355,0.001977822,0.56017,0.009526016,0.000608302,0.0004845442,0.002510669,0.002831646,0.1939555],"genre_scores_gemma":[0.8682653,0.0009304945,0.08241607,0.0004458545,0.0006613033,0.0004310709,0.001559603,0.0003970511,0.04489328],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0176852,"threshold_uncertainty_score":0.05916291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2925640938952329,"score_gpt":0.468763702964552,"score_spread":0.1761996090693191,"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."}}