{"id":"W4298147787","doi":"10.4000/lirico.13024","title":"Présentation","year":2022,"lang":"fr","type":"article","venue":"Cuadernos LIRICO","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bureau de Coopération Interuniversitaire","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001773863,0.0001602499,0.0001895931,0.0001321196,0.00153884,0.0002725873,0.0002003121,0.00003147975,0.05402128],"category_scores_gemma":[0.00004639202,0.0001789657,0.000197824,0.00009478715,0.0001962861,0.00009969382,0.0001621023,0.0002679596,0.0006964388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001335426,"about_ca_system_score_gemma":0.000102929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001980219,"about_ca_topic_score_gemma":0.00008374082,"domain_scores_codex":[0.9986355,0.0001153808,0.0002877683,0.0002678827,0.0003812624,0.0003122491],"domain_scores_gemma":[0.9993567,0.00006249842,0.0001451302,0.0002340284,0.0001084478,0.00009313846],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009530972,0.0003768731,0.0005059288,0.00004419413,0.0001393377,0.00006317037,0.009549627,0.0009404406,0.000005293002,0.6366938,0.3486693,0.003002552],"study_design_scores_gemma":[0.0002333207,0.0001076343,0.0001050426,0.00001073921,0.0003150479,0.000007566944,0.01660648,0.002923875,0.00001379413,0.007209814,0.9722305,0.0002361791],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009266426,0.02706183,0.0002065033,0.02965,0.02463453,0.0002621277,0.0006624843,0.00009167296,0.9081644],"genre_scores_gemma":[0.4889573,0.0002816768,0.00004924188,0.00146563,0.01561171,0.00005332398,0.0001735371,0.00003696205,0.4933707],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6294839,"threshold_uncertainty_score":0.999761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04167586898920288,"score_gpt":0.2889928775723776,"score_spread":0.2473170085831747,"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."}}