{"id":"W2993155448","doi":"","title":"Ultrasound Study of Emphatics, Uvulars, Pharyngeals and Laryngeals in Three Arabic Dialects","year":2017,"lang":"en","type":"article","venue":"Canadian acoustics","topic":"Phonetics and Phonology Research","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Tongue; Articulation (sociology); Arabic; Dorsum; Root (linguistics); Ultrasound imaging; Manner of articulation; Speech recognition; Anatomy; Ultrasound; Linguistics; Acoustics; Computer science; Medicine; Philosophy; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0004433508,0.0001563959,0.000347198,0.0003049505,0.0002464431,0.00007435034,0.0005332105,0.0001819379,0.0002839505],"category_scores_gemma":[0.0005251608,0.0001673349,0.00002363837,0.0000995384,0.0003165732,0.00005718332,0.00006582331,0.0003029006,0.00003288101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007286514,"about_ca_system_score_gemma":0.0002818975,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1608953,"about_ca_topic_score_gemma":0.4479093,"domain_scores_codex":[0.9985621,0.0001036728,0.000290447,0.0003228468,0.0001442459,0.0005766968],"domain_scores_gemma":[0.9982094,0.0002852836,0.0001311662,0.0008996255,0.00008531765,0.0003892441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005218486,0.0004177155,0.972418,0.00004297236,0.0001803195,0.0007397151,0.009722129,0.00002664447,0.008022455,0.0006758664,0.004812568,0.002889393],"study_design_scores_gemma":[0.001302588,0.0003057429,0.9948872,0.00001638996,0.00003699902,0.00002406725,0.0007105253,0.00009224403,0.00003078812,0.002356786,0.00008170518,0.0001550192],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932683,0.0006938235,0.00001867133,0.0001234976,0.0005422814,0.0005219125,0.0001228165,0.000007213827,0.004701492],"genre_scores_gemma":[0.9991835,0.00009313042,0.00004940971,0.0001116392,0.000088732,0.00002526205,0.000007585927,0.00002619368,0.0004145277],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.287014,"threshold_uncertainty_score":0.8446923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05011317188618976,"score_gpt":0.3471400183330452,"score_spread":0.2970268464468555,"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."}}