{"id":"W4391756778","doi":"10.1080/02699206.2024.2305118","title":"Differences in nasalance scores obtained with different Nasometer headsets","year":2024,"lang":"en","type":"article","venue":"Clinical Linguistics & Phonetics","topic":"Voice and Speech Disorders","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs","keywords":"Nasality; Audiology; Psychology; Medicine; Speech recognition; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002813786,0.0006917966,0.0005025994,0.0008337863,0.0002055471,0.0006058522,0.0003885009,0.0005654974,0.001713585],"category_scores_gemma":[0.01182951,0.0003092634,0.0004999428,0.0002943531,0.0005020967,0.0006646934,0.0009179806,0.0003490064,0.0005005479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002050916,"about_ca_system_score_gemma":0.0001605305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004962811,"about_ca_topic_score_gemma":0.0008870824,"domain_scores_codex":[0.9966841,0.0009584198,0.0003517601,0.0004291599,0.00136711,0.0002093532],"domain_scores_gemma":[0.9929979,0.003730659,0.0010677,0.000553026,0.001268495,0.000382224],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.006268191,0.0004890641,0.4933047,0.0004125736,0.0006258481,0.001178959,0.002867326,0.0006311259,0.418957,0.0001561141,0.0002715878,0.07483756],"study_design_scores_gemma":[0.00003279464,0.00454743,0.9635172,0.00001544781,0.0001309494,0.0009821759,0.0008195222,0.0003724769,0.02907997,0.00004859434,0.0004130822,0.00004034995],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975684,0.0001406697,0.0016092,0.00001268287,0.00003315862,0.00005199507,0.00007628093,0.00002740068,0.000480154],"genre_scores_gemma":[0.9961223,0.0001103677,0.002881947,0.00004978704,0.00002631544,0.00004800843,0.0001616542,0.00002052797,0.0005790562],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002813786,"threshold_uncertainty_score":0.0148809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04618412788824608,"score_gpt":0.3587311524815324,"score_spread":0.3125470245932863,"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."}}