{"id":"W7065802692","doi":"","title":"Éthique et intégrité du service public","year":2023,"lang":"fr","type":"article","venue":"Project Muse (Johns Hopkins University)","topic":"Laser-Plasma Interactions and Diagnostics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Publics; Rationalisation; Pilotage; Public investment","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.008594854,0.0003394294,0.0004807037,0.002840052,0.008242262,0.01131924,0.0008937351,0.002376287,0.01906099],"category_scores_gemma":[0.01147631,0.0003532545,0.0005063289,0.003032067,0.01337828,0.005892035,0.004465664,0.002760837,0.001633485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03285722,"about_ca_system_score_gemma":0.03809954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3156356,"about_ca_topic_score_gemma":0.267365,"domain_scores_codex":[0.9906119,0.003477936,0.0003205141,0.0006454593,0.002826893,0.002117455],"domain_scores_gemma":[0.9905387,0.003123334,0.001254421,0.0009011648,0.002806883,0.001375514],"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":[0.00003209616,0.00002829326,0.00549901,0.0001196393,0.00001534806,0.0001183142,0.00676487,0.0004593204,0.0001653005,0.9487197,0.01116683,0.02691138],"study_design_scores_gemma":[0.00007699666,0.00009499399,0.04068231,0.0008737635,0.00003262794,0.0003905819,0.01580328,0.00112091,0.0003255743,0.2076748,0.7328516,0.00007247073],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07870057,0.004680554,0.01181726,0.06339678,0.0003807355,0.0002089837,0.0005849543,0.0001267178,0.8401034],"genre_scores_gemma":[0.9077371,0.00264535,0.002347536,0.003079054,0.0003575828,0.0002055312,0.0002549796,0.00005593813,0.08331697],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3156356,"threshold_uncertainty_score":0.6275967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02245650998442861,"score_gpt":0.235683308018081,"score_spread":0.2132267980336524,"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."}}