{"id":"W4226189993","doi":"10.4000/ethiquepublique.5913","title":"La gouvernance algorithmique","year":2021,"lang":"fr","type":"paratext","venue":"Éthique Publique","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Environmental science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.005991795,0.003277263,0.00352999,0.001130303,0.0005720099,0.002501922,0.003512627,0.01133408,0.03579037],"category_scores_gemma":[0.00501434,0.003971645,0.001696223,0.003801189,0.001759137,0.002249925,0.001949966,0.01528086,0.1775923],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.00651875,"about_ca_system_score_gemma":0.01893918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003506691,"about_ca_topic_score_gemma":0.003447822,"domain_scores_codex":[0.9756653,0.01189166,0.002719254,0.004196966,0.001910547,0.003616259],"domain_scores_gemma":[0.9846101,0.002786845,0.002554857,0.003938608,0.004357316,0.001752297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008400888,0.000955983,0.0002080499,0.001644033,0.0008751116,0.003145081,0.0006336891,0.0004367035,0.001162544,0.2943583,0.6897327,0.006763807],"study_design_scores_gemma":[0.001408374,0.000170648,0.0009600656,0.004249432,0.0002808319,0.002699337,0.0002467834,0.001305994,0.004845344,0.003191709,0.9768698,0.003771695],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001882703,0.06978386,0.01359297,0.02071909,0.01671406,0.003021104,0.00883715,0.00106656,0.8643825],"genre_scores_gemma":[0.007599644,0.02580399,0.01663465,0.02648034,0.008595571,0.002696828,0.00803287,0.003000498,0.9011556],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2911666,"threshold_uncertainty_score":0.9985335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01255668844222358,"score_gpt":0.2633675496193017,"score_spread":0.2508108611770781,"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."}}