{"id":"W4391725464","doi":"10.4000/ethiquepublique.8031","title":"Présentation","year":2023,"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":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006061234,0.0001909325,0.0002136495,0.0003350642,0.0004110621,0.0007240605,0.0001764938,0.0001854448,0.005166468],"category_scores_gemma":[0.0003889085,0.0001931178,0.000194352,0.0002419234,0.0002434773,0.0003216387,0.00007585921,0.0003011092,0.002688321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006964485,"about_ca_system_score_gemma":0.000217731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00382477,"about_ca_topic_score_gemma":0.002082026,"domain_scores_codex":[0.9985589,0.0001305673,0.0003320258,0.0002908162,0.0002429593,0.0004446795],"domain_scores_gemma":[0.998873,0.0001520953,0.0001206601,0.0002663724,0.0004380624,0.0001498311],"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":[0.000003747965,0.00005501675,0.0001496978,0.00008103849,0.00008418942,0.0000480285,0.002186242,0.00006485951,0.000006183288,0.7527,0.2437643,0.0008566654],"study_design_scores_gemma":[0.000132705,0.00003507447,0.0002484253,0.00005714524,0.0001051756,0.000002596885,0.002091457,0.002386161,0.00005244877,0.1173203,0.8773465,0.0002220447],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005239676,0.002655376,0.0001704334,0.1705162,0.01132314,0.0002467995,0.0002494162,0.0003771562,0.8092217],"genre_scores_gemma":[0.240241,0.00387023,0.0001339864,0.01372273,0.03770099,0.0001071168,0.0007912347,0.00009821068,0.7033345],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6353797,"threshold_uncertainty_score":0.9980882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02971174442914455,"score_gpt":0.2933000506321491,"score_spread":0.2635883062030046,"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."}}