{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009597469,0.0002021054,0.0001881252,0.0003959823,0.0002616901,0.000962821,0.0001077883,0.0002436413,0.001883396],"category_scores_gemma":[0.004482453,0.0001738323,0.0001421637,0.0002139151,0.0004785054,0.0005472489,0.0007494075,0.0003008612,0.0001811295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002083717,"about_ca_system_score_gemma":0.0002525354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001636205,"about_ca_topic_score_gemma":0.002736013,"domain_scores_codex":[0.9996052,0.0001232972,0.0000251848,0.0000991166,0.0001077792,0.00003947534],"domain_scores_gemma":[0.9978107,0.001561059,0.000266259,0.0001063001,0.0001799462,0.00007584791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002909184,0.0002181567,0.31882,0.0003884325,0.0001574184,0.001411442,0.0125496,0.001038383,0.5896002,0.001317934,0.0001694325,0.07141982],"study_design_scores_gemma":[0.00002439312,0.0004316166,0.9740022,0.00001911245,0.00003778923,0.0008955924,0.00257051,0.00149298,0.01898118,0.00102429,0.0004974643,0.00002289058],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947173,0.0001673091,0.00267074,0.00003891321,0.000004244961,0.000009205162,0.00006817728,0.00001062125,0.002313476],"genre_scores_gemma":[0.9987193,0.00005984973,0.0008881504,0.00001573472,0.000005205185,0.000007095929,0.0000462846,0.000009570889,0.0002486705],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001883396,"threshold_uncertainty_score":0.006300569,"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."}}