{"id":"W2954869128","doi":"10.1017/9781108696555","title":"Voice Quality: The Laryngeal Articulator Model","year":2019,"lang":"en","type":"book","venue":"","topic":"Phonetics and Phonology Research","field":"Psychology","cited_by":150,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"Agence Nationale de la Recherche","keywords":"Articulator; Vocal tract; Phonation; Larynx; Speech recognition; Quality (philosophy); Glottis; Articulatory phonetics; Speech production; Computer science; Voice analysis; Psychology; Audiology; Linguistics; Medicine","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":[0.0002437575,0.0004478231,0.0003165495,0.0003229842,0.000352042,0.001941856,0.001001468,0.0009912919,0.009714786],"category_scores_gemma":[0.0009597834,0.0002509285,0.0004954672,0.000297441,0.001104452,0.00201536,0.000905714,0.001079932,0.003266527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006720418,"about_ca_system_score_gemma":0.0005854501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001555629,"about_ca_topic_score_gemma":0.0009158367,"domain_scores_codex":[0.9998441,0.00003372917,0.000004648258,0.00002734813,0.00008011446,0.00001013825],"domain_scores_gemma":[0.9998665,0.0000738743,0.00001038137,0.0000161804,0.00002434746,0.000008783191],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001927278,0.00001177899,0.0001677389,0.000107759,0.00001316686,0.0001419486,0.0002437395,0.02540181,0.001602246,0.9031549,0.01799239,0.05114347],"study_design_scores_gemma":[0.00001482729,0.00005954733,0.0006623425,0.0001184347,0.00002539804,0.0005795311,0.0001258201,0.184272,0.0008376967,0.5932322,0.2200314,0.00004078309],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01244446,0.01860316,0.384823,0.00725272,0.001760063,0.00006133283,0.0004174015,0.001118522,0.5735192],"genre_scores_gemma":[0.451558,0.01954607,0.10214,0.001923163,0.001910664,0.0002282366,0.0005653873,0.00105333,0.4210753],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.009714786,"threshold_uncertainty_score":0.03249919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1019721148534362,"score_gpt":0.4044787019747206,"score_spread":0.3025065871212845,"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."}}