{"id":"W1832354956","doi":"","title":"Mandarin speakers' production of english vowels in real and pseudo words","year":2008,"lang":"en","type":"article","venue":"Canadian acoustics","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Voice; Mandarin Chinese; Vowel; Consonant; Intelligibility (philosophy); Linguistics; Voice-onset time; Psychology; Mathematics; Speech recognition; Audiology; Computer science; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0008053519,0.0002657976,0.0002378053,0.0003610895,0.000440359,0.0006574011,0.0002285838,0.0003225137,0.001823095],"category_scores_gemma":[0.003935845,0.0002449842,0.000133556,0.0001484759,0.0004283224,0.0003000883,0.0003459834,0.0002552051,0.0004130555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001819973,"about_ca_system_score_gemma":0.0002491337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002958589,"about_ca_topic_score_gemma":0.005354235,"domain_scores_codex":[0.9993585,0.0001715112,0.0000751934,0.0001337316,0.0002045887,0.00005653859],"domain_scores_gemma":[0.9979731,0.001024881,0.0002270955,0.0001232059,0.0005140388,0.0001375637],"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":[0.003652959,0.0005099108,0.1580942,0.0003119609,0.00007232128,0.002983965,0.06961533,0.0001128789,0.7321728,0.0005998393,0.0003103523,0.03156336],"study_design_scores_gemma":[0.0001359032,0.003837307,0.9126803,0.00003284117,0.0000675905,0.004408402,0.02285307,0.0005585922,0.05196536,0.0002698998,0.00311496,0.00007580902],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994946,0.00003202602,0.00006001591,0.000003838658,0.000002290432,0.000005360605,0.00001514172,0.000001749935,0.0003849187],"genre_scores_gemma":[0.9987125,0.00005465045,0.0004804575,0.00001592893,0.000003738343,0.00001946233,0.00007467166,0.0000046544,0.0006339618],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002958589,"threshold_uncertainty_score":0.006098866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04047727909681609,"score_gpt":0.3565695677847853,"score_spread":0.3160922886879692,"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."}}