{"id":"W7116702517","doi":"10.4000/15err","title":"Varia","year":2025,"lang":"fr","type":"paratext","venue":"VertigO","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","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":[0.0005726009,0.001532591,0.0008194607,0.002825782,0.002444014,0.005784828,0.00119615,0.002771813,0.9000831],"category_scores_gemma":[0.002774227,0.0005165883,0.0007448374,0.001586022,0.0007111785,0.002558969,0.002822429,0.002380958,0.829209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00158253,"about_ca_system_score_gemma":0.001560851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007650126,"about_ca_topic_score_gemma":0.01211875,"domain_scores_codex":[0.9993572,0.000079442,0.00002256322,0.0001207229,0.0002848351,0.0001353434],"domain_scores_gemma":[0.9987813,0.000210074,0.00004697861,0.0001614924,0.0003488666,0.0004512866],"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":[0.0001062096,0.00004842074,0.0001564592,0.0000796018,0.000004448902,0.0001104978,0.00003328782,0.00007172828,0.0003117437,0.004072298,0.9129075,0.08209783],"study_design_scores_gemma":[0.00002775666,0.000024489,0.0003913723,0.00006157286,0.000003409655,0.0001211827,0.00002971302,0.000106025,0.0002221351,0.001429582,0.9975732,0.000009603081],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000423203,0.0004551,0.0004856027,0.001167145,0.0009943539,0.00006130458,0.005560084,0.002551092,0.9883022],"genre_scores_gemma":[0.001670484,0.000227867,0.0002013782,0.0003052776,0.0002097468,0.00002746663,0.00177346,0.0007922456,0.994792],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09991688,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01635651507697767,"score_gpt":0.2744118956184751,"score_spread":0.2580553805414975,"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."}}