{"id":"W4317885329","doi":"10.4000/ethiquepublique.7146","title":"Accompagner l’autonomie aujourd’hui","year":2022,"lang":"en","type":"paratext","venue":"Éthique Publique","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer 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":[0.003188705,0.001811078,0.002091147,0.00215895,0.0006690814,0.001065324,0.003787368,0.002405698,0.3188851],"category_scores_gemma":[0.0007213052,0.001969033,0.001001678,0.001741836,0.000306764,0.001183144,0.002217601,0.008780967,0.3116836],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004596836,"about_ca_system_score_gemma":0.006854077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001038174,"about_ca_topic_score_gemma":0.0002889089,"domain_scores_codex":[0.9902372,0.002049977,0.001684171,0.002386804,0.001435306,0.002206503],"domain_scores_gemma":[0.9931303,0.000616669,0.001598889,0.003069803,0.0007346057,0.0008496914],"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":[0.0001165005,0.0003185222,0.00002501059,0.0002497521,0.0003672384,0.0001031061,0.0002178191,0.0008394155,0.0003202074,0.05092115,0.9461091,0.0004122247],"study_design_scores_gemma":[0.0008310177,0.0001399033,0.0001082198,0.000102029,0.0001465516,0.0001838097,0.0001142053,0.0001205653,0.0004963015,0.001884812,0.9937616,0.002110998],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008017055,0.003621,0.0001586378,0.01356416,0.01000224,0.002335243,0.005249624,0.00130152,0.9629658],"genre_scores_gemma":[0.005482883,0.0006602666,0.0008582667,0.03705719,0.00449745,0.004209956,0.01417823,0.002226313,0.9308295],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04903634,"threshold_uncertainty_score":0.9999717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02008605536816305,"score_gpt":0.2754450448030436,"score_spread":0.2553589894348806,"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."}}