{"id":"W7093814193","doi":"","title":"Audiost@t, a tool for implementing reading aloud in oral French courses","year":2024,"lang":"fr","type":"article","venue":"","topic":"Second Language Acquisition and Learning","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University of Waterloo","funders":"","keywords":"Reading (process); Reading aloud; Read aloud; Qualitative research","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":["insufficient_payload"],"category_scores_codex":[0.001404675,0.0002186402,0.0002783551,0.0002976991,0.0001203187,0.0002436509,0.0001391372,0.000199441,0.2199501],"category_scores_gemma":[0.0001429377,0.0002281319,0.0001707039,0.0003829181,0.00005011459,0.0002096651,0.00005413272,0.0003853544,0.001029299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00011327,"about_ca_system_score_gemma":0.00007953815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0015769,"about_ca_topic_score_gemma":0.000439172,"domain_scores_codex":[0.9977973,0.0002264046,0.0004939559,0.0005249555,0.000112413,0.0008450336],"domain_scores_gemma":[0.9989142,0.0006831675,0.00006042234,0.0002277259,0.00004145604,0.00007300204],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003803295,0.0001642547,0.002552026,0.0005510309,0.0003108899,0.0007930853,0.03511001,0.00001965722,0.001168946,0.1434467,0.382918,0.4329274],"study_design_scores_gemma":[0.00134188,0.0001697032,0.002842693,0.0004842456,0.00009352844,0.0001698522,0.02062048,0.00416585,0.0001931796,0.0008208528,0.9686972,0.0004004822],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5724533,0.1520308,0.02045952,0.01673922,0.01366619,0.001604231,0.0002499669,0.0006474757,0.2221493],"genre_scores_gemma":[0.7300134,0.00003899053,0.004381459,0.008953001,0.001531286,0.00009548503,0.0001469197,0.00008096357,0.2547585],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5857792,"threshold_uncertainty_score":0.9997485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03345018818042292,"score_gpt":0.3878834183878723,"score_spread":0.3544332302074493,"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."}}