{"id":"W4393320403","doi":"10.3917/lfa.224.0128a","title":"LA LETTRE DE L’AIRDF . n° 72, octobre 2023, dossier « Écrire pour parler, parler pour écrire » . coordonné et présenté par Anass El Gousairi, Florence Mauroux, Caroline Scheepers & Kathy Similowski.","year":2024,"lang":"fr","type":"article","venue":"Le Français aujourd hui","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Art; Humanities","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001524116,0.001479607,0.001493585,0.0006078068,0.00183867,0.002620918,0.001097701,0.00083807,0.01383077],"category_scores_gemma":[0.0005241259,0.001397083,0.001445231,0.0006321063,0.001399644,0.0007700785,0.0004247362,0.002218868,0.004226062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002874175,"about_ca_system_score_gemma":0.001737954,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02948216,"about_ca_topic_score_gemma":0.02453053,"domain_scores_codex":[0.9925152,0.0007220126,0.001531943,0.001733138,0.001151965,0.002345727],"domain_scores_gemma":[0.9957649,0.0006778112,0.0004109501,0.001464616,0.0007249996,0.0009567676],"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":[0.0001576454,0.001432736,0.004429597,0.001297203,0.00200275,0.002150866,0.04138501,0.002811843,0.0003574884,0.1428726,0.7843683,0.01673389],"study_design_scores_gemma":[0.001514602,0.00009596249,0.0008113989,0.001218083,0.001790831,0.0001149291,0.00951988,0.009449043,0.000098264,0.005039399,0.9685903,0.001757358],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3228195,0.1819577,0.005205141,0.1199074,0.01131759,0.001368216,0.006399224,0.001141913,0.3498832],"genre_scores_gemma":[0.8241658,0.003727109,0.00104537,0.003545429,0.01224149,0.0001060826,0.0006739519,0.0003450215,0.1541497],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5013463,"threshold_uncertainty_score":0.9997953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02912745147339093,"score_gpt":0.2936161892687021,"score_spread":0.2644887377953112,"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."}}