{"id":"W2792274749","doi":"10.1037/xhp0000518","title":"Asymmetries in unimodal visual vowel perception: The roles of oral-facial kinematics, orientation, and configuration.","year":2018,"lang":"en","type":"article","venue":"Journal of Experimental Psychology Human Perception & Performance","topic":"Phonetics and Phonology Research","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Research on Brain Language and Music; McGill University","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; Natural Sciences and Engineering Research Council of Canada; National Institutes of Health","keywords":"Vowel; Psychology; Perception; Formant; Asymmetry; Kinematics; Gesture; Communication; Cognitive psychology; Speech recognition; Computer science; Artificial intelligence; Neuroscience; Physics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00086339,0.0001827467,0.0003421786,0.0004320943,0.0002790611,0.00003341499,0.0003082515,0.0001912817,0.003919382],"category_scores_gemma":[0.0000245662,0.000141117,0.00007548537,0.0002951663,0.00131035,0.0002766094,0.0000531433,0.000427513,0.00009223711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000645125,"about_ca_system_score_gemma":0.0000377089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004366889,"about_ca_topic_score_gemma":0.00006460745,"domain_scores_codex":[0.9980324,0.000276053,0.0008677517,0.0002492969,0.0002942896,0.0002801922],"domain_scores_gemma":[0.9988672,0.00005176672,0.0004431445,0.0002412553,0.000317994,0.00007871459],"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":[0.002024936,0.001427639,0.08318284,0.00002470874,0.0001543933,0.00001106589,0.1415961,0.000009302024,0.7511086,0.001048902,0.007509224,0.01190228],"study_design_scores_gemma":[0.002440506,0.003415306,0.9724585,0.00003568768,0.00001775088,0.0002188648,0.01580327,0.0001341053,0.004466184,0.0002365882,0.0006248255,0.0001484112],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957904,0.000269078,0.0001255833,0.0005261502,0.0007862243,0.0002016256,0.000004080909,0.000007608144,0.002289223],"genre_scores_gemma":[0.9985014,0.0001356046,0.0002650216,0.0003849004,0.0003937694,0.00001502314,0.000009108943,0.00001668823,0.0002784588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8892757,"threshold_uncertainty_score":0.9969912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04274594288116453,"score_gpt":0.4255837781548297,"score_spread":0.3828378352736652,"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."}}