{"id":"W4393307424","doi":"10.3917/lfa.224.0130","title":"LANGUE FRANÇAISE . n° 219, octobre 2023, « La liaison entre l’oral et l’écrit » . coordonné et présenté par David Hornsby, Bernard Laks &amp;amp; Elissa Pustka, &amp;lt;https://www.revues.armand-colin.com/lettres-langue/langue-francaise&amp;gt;","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":"Humanities; Philosophy; Gerontology; Medicine","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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001971189,0.002138856,0.002428516,0.0009834969,0.001806344,0.003744459,0.001623905,0.001223184,0.04346778],"category_scores_gemma":[0.000649441,0.002074511,0.002119271,0.0008109786,0.001398011,0.001077867,0.0007164407,0.00315109,0.01940201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001968965,"about_ca_system_score_gemma":0.0006808089,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1234034,"about_ca_topic_score_gemma":0.1876342,"domain_scores_codex":[0.9898689,0.001078592,0.002262572,0.002323732,0.001908908,0.002557339],"domain_scores_gemma":[0.9938276,0.001029462,0.0006959498,0.002323306,0.0009056111,0.001218062],"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":[0.0002351577,0.001651368,0.00177412,0.001487515,0.001894087,0.001130109,0.0481246,0.0006354052,0.0004255673,0.09174485,0.8457292,0.005168077],"study_design_scores_gemma":[0.002614109,0.0001628123,0.0005391737,0.00191934,0.002631324,0.0001220917,0.001965858,0.000694047,0.00007189335,0.001247771,0.9856105,0.002421083],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09948306,0.2549336,0.001649727,0.09848689,0.01520036,0.002254703,0.01385034,0.001588205,0.5125532],"genre_scores_gemma":[0.5176908,0.005682846,0.0008259995,0.004196858,0.01764163,0.0002231153,0.00670151,0.0006566963,0.4463806],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4182078,"threshold_uncertainty_score":0.9994932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02893700897371871,"score_gpt":0.2938928569391003,"score_spread":0.2649558479653816,"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."}}