{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.01599935,0.0006273405,0.00105001,0.0003031028,0.00171521,0.0001855271,0.0008797186,0.00229094,0.002056587],"category_scores_gemma":[0.00569598,0.0006281711,0.0003288276,0.0005474251,0.0001513126,0.0004040955,0.001585403,0.00516831,0.01798028],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007154984,"about_ca_system_score_gemma":0.00604408,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06196595,"about_ca_topic_score_gemma":0.02064166,"domain_scores_codex":[0.9796706,0.01457998,0.001738894,0.001219943,0.000641208,0.00214941],"domain_scores_gemma":[0.9911603,0.004598635,0.001313368,0.001300679,0.0005398651,0.001087122],"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":[0.00006654044,0.0003347954,0.07082163,0.01734132,0.0003491899,0.0007855171,0.01555665,0.00004002608,0.00003017081,0.6042213,0.2530233,0.03742957],"study_design_scores_gemma":[0.0005084118,0.00005837351,0.06018607,0.002264205,0.00005551208,0.00004522281,0.006707734,0.0007703184,0.000006770871,0.0103235,0.9185323,0.0005415574],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0572671,0.002607684,0.005309187,0.7617309,0.01755103,0.00416326,0.000424494,0.0009826614,0.1499637],"genre_scores_gemma":[0.6004776,0.002872593,0.006199385,0.005262491,0.007939144,0.001752068,0.0002826031,0.0003263294,0.3748878],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.7564684,"threshold_uncertainty_score":0.999617,"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."}}