{"id":"W4410370691","doi":"10.7202/1117946ar","title":"Présentation","year":2025,"lang":"fr","type":"article","venue":"Les Cahiers des dix","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","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":[0.001433119,0.0007548627,0.0004694853,0.00115603,0.002380109,0.007729125,0.001149754,0.002724503,0.7237637],"category_scores_gemma":[0.005486175,0.0002382603,0.0007270891,0.000590065,0.0007485125,0.002465764,0.003425488,0.003015593,0.4908844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001813612,"about_ca_system_score_gemma":0.002944264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002183699,"about_ca_topic_score_gemma":0.004059278,"domain_scores_codex":[0.9989915,0.0001437721,0.00003208392,0.0001833948,0.0004717725,0.000177371],"domain_scores_gemma":[0.9974799,0.0002579915,0.00009648782,0.0002284181,0.001064303,0.0008729174],"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":[0.00003215488,0.00001648402,0.00006206338,0.00003443326,0.00000214415,0.00004091071,0.00002668638,0.00002168783,0.0001451641,0.003746081,0.9773622,0.01850993],"study_design_scores_gemma":[0.00000974602,0.000007911891,0.0001084765,0.00003155525,0.000001426482,0.00002478801,0.00006720555,0.00002289504,0.0001183072,0.00134735,0.9982572,0.000003090497],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008154704,0.001274535,0.001413889,0.03989404,0.09876212,0.0003576452,0.002840847,0.001046906,0.8535945],"genre_scores_gemma":[0.002041333,0.0002990205,0.0001870029,0.003578089,0.005583406,0.000071132,0.0005262666,0.0001530346,0.9875607],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7237637,"threshold_uncertainty_score":0.3940175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02025460656966313,"score_gpt":0.2831051970438536,"score_spread":0.2628505904741905,"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."}}