{"id":"W4400128849","doi":"10.1051/shsconf/202419110005","title":"L’acquisition formelle de l’oral spontané en L2 des locuteurs débutants","year":2024,"lang":"fr","type":"article","venue":"SHS Web of Conferences","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy; Political science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008936093,0.0002404281,0.0003144109,0.0001799322,0.0004302118,0.0005467195,0.0002298436,0.0001488167,0.008448549],"category_scores_gemma":[0.00006328311,0.0002177984,0.0001675927,0.00007151122,0.0007240374,0.000451981,0.00005010753,0.0004642095,0.0002154429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007912477,"about_ca_system_score_gemma":0.002741068,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00666524,"about_ca_topic_score_gemma":0.001958873,"domain_scores_codex":[0.9983417,0.0003039788,0.000357328,0.0002768447,0.0002506151,0.0004695689],"domain_scores_gemma":[0.9992204,0.0003406382,0.00009402615,0.0001390978,0.0001019426,0.0001038744],"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":[0.00004483433,0.00008863269,0.001917617,0.0005850868,0.0001415369,0.00006728415,0.01696575,0.00004803058,0.0001637154,0.8712881,0.002632838,0.1060566],"study_design_scores_gemma":[0.0001931435,0.0004369412,0.00137688,0.002080957,0.0001605814,0.00004190269,0.01597062,0.007636587,0.0005034845,0.02011712,0.9511689,0.0003129091],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4490688,0.03844046,0.0003258777,0.001516937,0.002042999,0.0001243979,0.0001428102,0.0001672951,0.5081704],"genre_scores_gemma":[0.9593689,0.001938976,0.0002137554,0.00007081758,0.0008723061,0.000006299999,0.00002089818,0.00002697932,0.03748104],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.948536,"threshold_uncertainty_score":0.9999495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03800162941906161,"score_gpt":0.286915471570332,"score_spread":0.2489138421512704,"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."}}