{"id":"W4412973321","doi":"10.1121/10.0038240","title":"Exploring the perception–production link in bilingual voices","year":2025,"lang":"en","type":"article","venue":"The Journal of the Acoustical Society of America","topic":"Speech Recognition and Synthesis","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Perception; Psychology; Production (economics); Quality (philosophy); Identification (biology); Identity (music); Cognitive psychology; Speech recognition; Acoustics; 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":[],"consensus_categories":[],"category_scores_codex":[0.001260741,0.00007939979,0.0001675722,0.00003362,0.0002105763,0.00003589101,0.001095584,0.00002700379,0.00001616865],"category_scores_gemma":[0.0005789565,0.00003504509,0.0002556936,0.0006647616,0.0003410886,0.0002147659,0.0002032512,0.0004095885,0.000004581424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005854695,"about_ca_system_score_gemma":0.0001107311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003890485,"about_ca_topic_score_gemma":0.000001802429,"domain_scores_codex":[0.9988074,0.0002553282,0.0003529088,0.00009251132,0.0003471989,0.000144642],"domain_scores_gemma":[0.9984637,0.0007799272,0.0002305891,0.0003419449,0.0001578455,0.00002602644],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003856196,0.0001137154,0.0001705325,0.00002428115,0.00009197437,6.000104e-7,0.004695511,0.003193524,0.01350604,0.00005895054,0.005612437,0.9724939],"study_design_scores_gemma":[0.001147728,0.0004576387,0.08991466,0.001044651,0.0005569787,0.0002447768,0.05408024,0.7857336,0.02558032,0.02116425,0.01954442,0.000530761],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2393851,0.0002185717,0.6242043,0.1339412,0.001586171,0.0001756118,9.823733e-7,0.00002518284,0.0004628457],"genre_scores_gemma":[0.9012277,0.001285912,0.0937713,0.003080973,0.0004114923,0.000002694456,5.070777e-8,0.000005685015,0.0002141703],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9719631,"threshold_uncertainty_score":0.2035886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04558349218917922,"score_gpt":0.2786669086612081,"score_spread":0.2330834164720289,"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."}}