{"id":"W4296108606","doi":"10.4000/ethiquepublique.7118","title":"Présentation","year":2022,"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; Geology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006649181,0.0001745162,0.0002010982,0.0002106231,0.001278633,0.0004858415,0.0002463523,0.00006877062,0.04187962],"category_scores_gemma":[0.0001453186,0.0001976353,0.0002006395,0.000115623,0.0001849658,0.0002342035,0.0002015792,0.0005816944,0.0001333015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002213542,"about_ca_system_score_gemma":0.0003392908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006426689,"about_ca_topic_score_gemma":0.001160125,"domain_scores_codex":[0.998349,0.0003264584,0.0003310341,0.0002929113,0.000351545,0.0003490425],"domain_scores_gemma":[0.999068,0.00009616971,0.0001721523,0.0002659181,0.0002786426,0.0001190967],"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":[0.0000106362,0.0002306225,0.0001263832,0.00004076856,0.00009645591,0.00004426006,0.003384359,0.0003528565,0.000004377493,0.8406516,0.1544384,0.0006192939],"study_design_scores_gemma":[0.0001696488,0.00009837547,0.00003946594,0.00001006973,0.0001252766,0.00001233318,0.005330228,0.001216072,0.00001914192,0.08478615,0.9079614,0.0002317788],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.002995673,0.008540431,0.0002254098,0.1402336,0.01290503,0.0002810108,0.0005799625,0.00009827545,0.8341406],"genre_scores_gemma":[0.5179363,0.0005726634,0.0001789343,0.03070433,0.01979164,0.0002974291,0.0005487016,0.00007504941,0.4298949],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7558654,"threshold_uncertainty_score":0.9834342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02138383002726671,"score_gpt":0.2711976820051036,"score_spread":0.2498138519778369,"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."}}