{"id":"W4220787644","doi":"10.3917/cite.089.0175","title":"Présentation","year":2022,"lang":"fr","type":"article","venue":"Cités","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001182122,0.00007577827,0.00009617912,0.00006514045,0.0009928577,0.0001396741,0.00009486714,0.00001412575,0.07218581],"category_scores_gemma":[0.00001963144,0.00008482479,0.0001052943,0.00004207063,0.0001333412,0.00004438519,0.00007770897,0.000131868,0.0002688277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005449637,"about_ca_system_score_gemma":0.00004476168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001739606,"about_ca_topic_score_gemma":0.0001293257,"domain_scores_codex":[0.9993138,0.00005503875,0.0001445795,0.0001340927,0.0001940579,0.0001584077],"domain_scores_gemma":[0.9996881,0.00002380684,0.00006018729,0.0001280196,0.00005597786,0.00004393841],"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":[0.000003727088,0.000104597,0.0001426687,0.00001554151,0.00005681032,0.0000252138,0.004291353,0.0002748188,0.000003241279,0.8471717,0.1454508,0.002459615],"study_design_scores_gemma":[0.000125815,0.00005204145,0.00005984638,0.000004736321,0.0001652547,0.000002669823,0.009693643,0.001232817,0.000009051751,0.01742752,0.9711124,0.000114218],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01255152,0.01239239,0.0000522989,0.01319963,0.01615502,0.00009498869,0.0003643671,0.00003228217,0.9451575],"genre_scores_gemma":[0.5364521,0.00009771188,0.00002226947,0.0006370739,0.008686518,0.00001991907,0.00009878811,0.00001367532,0.4539719],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8297441,"threshold_uncertainty_score":0.9286624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04595408697513418,"score_gpt":0.2982274115633526,"score_spread":0.2522733245882184,"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."}}