{"id":"W4387030399","doi":"","title":"Quel impact de la logique managériale sur les pratiques de gestion des directeurs pénitentiaires ?","year":2022,"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":"Political science; Philosophy","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"],"category_scores_codex":[0.01566892,0.0006245097,0.0008752203,0.0002477485,0.001845455,0.000199132,0.0005198329,0.00222696,0.005427108],"category_scores_gemma":[0.007710856,0.0005894774,0.0003971077,0.0002771944,0.0003169657,0.0004184108,0.0006871673,0.006225239,0.000135271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002740339,"about_ca_system_score_gemma":0.005171959,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4528213,"about_ca_topic_score_gemma":0.07552402,"domain_scores_codex":[0.946378,0.04991683,0.001172512,0.0007765175,0.000449834,0.001306321],"domain_scores_gemma":[0.9866661,0.01031488,0.001197081,0.0007085357,0.0004577349,0.0006556008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006051796,0.0008513462,0.5531435,0.01640612,0.0006542461,0.0007686649,0.06946249,0.002994952,0.0007415345,0.08215304,0.02650055,0.2457184],"study_design_scores_gemma":[0.00039826,0.0002723574,0.5818531,0.003229817,0.0001540736,0.0001457921,0.007850718,0.0007930353,0.00005710809,0.009954544,0.3947043,0.0005869375],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9088412,0.0226643,0.004017033,0.02144597,0.003104235,0.00249796,0.0005585143,0.0005753014,0.03629548],"genre_scores_gemma":[0.9556497,0.01523883,0.006425167,0.0004803677,0.001794089,0.0009180394,0.0002076796,0.0001489456,0.0191372],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3772972,"threshold_uncertainty_score":0.9996557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1581532333798617,"score_gpt":0.4687830846433069,"score_spread":0.3106298512634452,"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."}}