{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003152635,0.0008078326,0.0005416282,0.00159943,0.003726875,0.009970622,0.002076508,0.004022941,0.4503587],"category_scores_gemma":[0.01557818,0.0003352795,0.0007467876,0.001349149,0.001374169,0.004879693,0.005433461,0.003891771,0.2166239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003907586,"about_ca_system_score_gemma":0.006519589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004474444,"about_ca_topic_score_gemma":0.004557215,"domain_scores_codex":[0.996989,0.0006380369,0.0001736067,0.0005421969,0.001239697,0.0004175275],"domain_scores_gemma":[0.9940338,0.0009457293,0.0002259192,0.0007024424,0.002906106,0.001186057],"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":[0.00006404205,0.00002788608,0.0002621725,0.0001502542,0.000005905011,0.0001948342,0.0004722223,0.00005933544,0.000254556,0.02172122,0.9340405,0.04274705],"study_design_scores_gemma":[0.000005968659,0.000007390404,0.0001421526,0.0001004493,0.00000206622,0.0001012775,0.0003151835,0.00002958568,0.0001296775,0.002606906,0.9965543,0.000005032911],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003003238,0.004323717,0.006640538,0.09355544,0.08361365,0.0004768618,0.007097362,0.001574235,0.799715],"genre_scores_gemma":[0.0200747,0.003562986,0.002860276,0.02001124,0.01148016,0.0004384542,0.005385323,0.0009678344,0.9352192],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4503587,"threshold_uncertainty_score":0.7839966,"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."}}