{"id":"W7159968310","doi":"10.7202/1124871ar","title":"LIVRES PARUS","year":2025,"lang":"fr","type":"article","venue":"Voix et Images","topic":"","field":"","cited_by":0,"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":[0.0008719113,0.003373442,0.00170976,0.003699445,0.002904012,0.008287768,0.001257931,0.003179381,0.745612],"category_scores_gemma":[0.00338883,0.0007644548,0.001517185,0.001348266,0.001221026,0.002666602,0.002390186,0.00431214,0.5169467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001995138,"about_ca_system_score_gemma":0.00180939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01506389,"about_ca_topic_score_gemma":0.01426344,"domain_scores_codex":[0.998571,0.0002343299,0.00005680625,0.0002588456,0.0006886105,0.0001902934],"domain_scores_gemma":[0.9988444,0.0003553694,0.00007891929,0.0001734153,0.0002978758,0.0002499437],"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":[0.000493913,0.0001601774,0.00102378,0.0005600996,0.00007756929,0.002370164,0.000360563,0.0006075578,0.003324998,0.02762191,0.585391,0.3780083],"study_design_scores_gemma":[0.0000321642,0.00002175135,0.0008030013,0.0001474624,0.000006747431,0.001226178,0.0001318297,0.0001306503,0.0006082911,0.0009228109,0.9959519,0.00001729833],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00494733,0.006856211,0.002923948,0.004050287,0.007923847,0.0001410891,0.002655249,0.00451557,0.9659864],"genre_scores_gemma":[0.009655497,0.002561126,0.001732271,0.0006667558,0.001603599,0.00007347375,0.0008701346,0.001120574,0.9817166],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.745612,"threshold_uncertainty_score":0.3628535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01281582736256479,"score_gpt":0.3211028984376229,"score_spread":0.3082870710750581,"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."}}