{"id":"W2068878449","doi":"10.1121/1.4806548","title":"Can co-speech hand gestures facilitate learning of non-native tones?","year":2013,"lang":"en","type":"article","venue":"The Journal of the Acoustical Society of America","topic":"Hearing Impairment and Communication","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Gesture; Mandarin Chinese; Modalities; Perception; Speech recognition; Psychology; Tone (literature); Cognition; Cognitive load; Computer science; Cognitive psychology; Linguistics; Artificial intelligence","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":[0.0003455695,0.0003130444,0.000182802,0.0001406237,0.0001525678,0.0004580801,0.0002754692,0.0003470752,0.002874338],"category_scores_gemma":[0.002425825,0.0001081056,0.0001426428,0.00008122725,0.0004392342,0.0005017581,0.0004057203,0.0003098377,0.0004889003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001278124,"about_ca_system_score_gemma":0.00045795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002440866,"about_ca_topic_score_gemma":0.004339116,"domain_scores_codex":[0.9998437,0.00004364249,0.00000836497,0.00003249231,0.00003762968,0.00003408453],"domain_scores_gemma":[0.9994797,0.0002536292,0.00009418765,0.00004306652,0.00002881929,0.0001005597],"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":[0.003236689,0.002506037,0.03139415,0.0009426876,0.00007121567,0.001349195,0.004629079,0.0005857846,0.480249,0.001356271,0.001202536,0.4724773],"study_design_scores_gemma":[0.0004299717,0.01085533,0.7870781,0.0003862988,0.0002902572,0.002154614,0.007454528,0.00359259,0.1677763,0.004371156,0.01553459,0.00007631677],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943169,0.0005999804,0.0005967328,0.0001819433,0.00002492027,0.00001876641,0.00002117846,0.00003568438,0.004203937],"genre_scores_gemma":[0.9967638,0.0006255682,0.001125473,0.00005481988,0.00000875546,0.00001582076,0.00002143983,0.000005497655,0.001378799],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002874338,"threshold_uncertainty_score":0.00961566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02680416437667597,"score_gpt":0.3175839897568691,"score_spread":0.2907798253801931,"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."}}