{"id":"W4403582254","doi":"10.4000/12jcm","title":"Présentation","year":2024,"lang":"fr","type":"article","venue":"Éthique Publique","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"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":["scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000456791,0.0002027274,0.0001870754,0.0002569205,0.0002454528,0.002280942,0.0001392562,0.0001864528,0.01017837],"category_scores_gemma":[0.0001650145,0.0001906004,0.0002357503,0.0001178113,0.0002436131,0.0004980058,0.00004501767,0.0004278301,0.001099633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001124562,"about_ca_system_score_gemma":0.0003743352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003688821,"about_ca_topic_score_gemma":0.00165174,"domain_scores_codex":[0.9986972,0.0001061682,0.0003212829,0.0003368822,0.0002075019,0.0003310201],"domain_scores_gemma":[0.9991533,0.000153372,0.00004902586,0.0002116364,0.00029954,0.0001331207],"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":[0.000002792337,0.00006121465,0.00001820799,0.000313248,0.0001721682,0.0001079003,0.002770241,0.00001758438,0.000006347438,0.8145641,0.1792098,0.002756352],"study_design_scores_gemma":[0.0000498054,0.00003554991,0.00001366721,0.0002280912,0.0002081248,0.000009553966,0.0008218258,0.004234137,0.00005552694,0.1487395,0.8453941,0.0002101635],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006265515,0.04994087,0.00104634,0.1402103,0.01798747,0.0001711996,0.0002131596,0.0002286756,0.7895754],"genre_scores_gemma":[0.3605576,0.004338485,0.0002659756,0.01090161,0.05729501,0.00007116562,0.0002857308,0.0001001133,0.5661843],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6661842,"threshold_uncertainty_score":0.9996781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02148925886203183,"score_gpt":0.2891766097224438,"score_spread":0.267687350860412,"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."}}