{"id":"W3007699955","doi":"10.1121/10.0000756","title":"The effect of vocal tract parameters on aspiration noise discrimination","year":2020,"lang":"en","type":"article","venue":"The Journal of the Acoustical Society of America","topic":"Voice and Speech Disorders","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"University of British Columbia","keywords":"Vowel; Vocal tract; Noise (video); Acoustics; Mathematics; Breathy voice; Audiology; Phonation; Speech recognition; Physics; Computer science; Medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006139025,0.0001014301,0.000298699,0.000008120473,0.0001227143,0.000008109445,0.0002637947,0.00004990925,0.00001108209],"category_scores_gemma":[0.001073169,0.00003897048,0.0004895431,0.0001865479,0.0004834145,0.00004816908,0.00003430938,0.0004347036,0.000002844892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003380635,"about_ca_system_score_gemma":0.0000500839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001744815,"about_ca_topic_score_gemma":2.255322e-7,"domain_scores_codex":[0.9986463,0.0002156861,0.0003691292,0.00006015006,0.0005772143,0.0001314769],"domain_scores_gemma":[0.9979298,0.001277061,0.0004380635,0.0001816686,0.00009825717,0.00007521338],"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":[0.01105877,0.001036522,0.005022822,0.0007872495,0.00158382,0.000006710501,0.01145491,0.03631827,0.2505448,0.00002807064,0.0862163,0.5959417],"study_design_scores_gemma":[0.01182044,0.07315756,0.1007317,0.001227996,0.01020072,0.0001975665,0.02864739,0.6069759,0.1595782,0.0009320982,0.005928914,0.0006015235],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8665392,0.00026019,0.04149978,0.0908896,0.0001552815,0.0003963399,0.000004361111,0.000008387117,0.0002468315],"genre_scores_gemma":[0.9955439,0.000233442,0.001124343,0.002964719,0.0001038003,9.595266e-7,5.410354e-7,0.000009813416,0.00001849398],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5953402,"threshold_uncertainty_score":0.1888595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01661236033740402,"score_gpt":0.2773461117466701,"score_spread":0.2607337514092661,"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."}}