{"id":"W3216163267","doi":"10.1121/10.0008084","title":"Velopharyngeal opening in French: Revisiting velum configuration in nasal, oral, and rest intervals","year":2021,"lang":"en","type":"article","venue":"The Journal of the Acoustical Society of America","topic":"Phonetics and Phonology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Nasalization; Nasality; Nasal vowel; Audiology; Sentence; Linguistics; Psychology; Speech recognition; Mathematics; Medicine; Vowel; Computer science; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0003463657,0.0002691769,0.000228618,0.0009167599,0.0004117246,0.0008100549,0.0002077319,0.0003736991,0.001316619],"category_scores_gemma":[0.001666054,0.0001549533,0.0002203335,0.0004197583,0.0006023438,0.0003719204,0.000382258,0.0002645043,0.0001474831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004758144,"about_ca_system_score_gemma":0.0002916761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02321445,"about_ca_topic_score_gemma":0.02997212,"domain_scores_codex":[0.9998423,0.00003490542,0.000009398251,0.00004745268,0.00003039396,0.0000355709],"domain_scores_gemma":[0.9993862,0.0002600961,0.0001541016,0.00003255286,0.0001026469,0.00006446013],"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":[0.001883032,0.000094586,0.3389528,0.0003983074,0.000124419,0.001537817,0.01125209,0.0005686022,0.5699327,0.000629602,0.0002933927,0.07433266],"study_design_scores_gemma":[0.000003064356,0.00009341525,0.9950359,0.00001467688,0.00001986412,0.0003087842,0.0008979828,0.0002744711,0.002933449,0.00005461349,0.0003515408,0.00001217256],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977852,0.000416322,0.0005543258,0.00002023249,0.000004369378,0.000006961554,0.00008194979,0.00001202032,0.00111861],"genre_scores_gemma":[0.9992715,0.0001123005,0.0002608017,0.000008797382,0.00000383957,0.000006158595,0.00008433113,0.000007956175,0.0002443907],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02321445,"threshold_uncertainty_score":0.04615867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04273486513786354,"score_gpt":0.3533490153306231,"score_spread":0.3106141501927596,"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."}}