{"id":"W3014258284","doi":"10.1111/lnc3.12371","title":"Research methods in articulatory phonetics <scp>II</scp> : Studying other gestures and recent trends","year":2020,"lang":"en","type":"article","venue":"Language and Linguistics Compass","topic":"Phonetics and Phonology Research","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Gesture; Vocal tract; Articulatory phonetics; Phonetics; Linguistics; Nasalization; Speech production; Computer science; Psychology; Phonation; Vowel; Philosophy","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":[0.02987996,0.0009270723,0.001382173,0.01019717,0.001487213,0.008285135,0.001921671,0.001862369,0.01001173],"category_scores_gemma":[0.03761853,0.00054545,0.001230003,0.01032455,0.006301139,0.007454862,0.002380916,0.002418739,0.003158223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003439877,"about_ca_system_score_gemma":0.007890185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00397339,"about_ca_topic_score_gemma":0.005086568,"domain_scores_codex":[0.9839959,0.008320965,0.001734183,0.001865777,0.003735818,0.000347384],"domain_scores_gemma":[0.9249628,0.05661585,0.003513,0.003520173,0.01052078,0.0008674123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001027913,0.0002081366,0.007472788,0.0187422,0.0002123716,0.0002280188,0.01033227,0.0001805318,0.002828465,0.06857795,0.01136765,0.8797469],"study_design_scores_gemma":[0.0000615485,0.0006041008,0.05329169,0.05106859,0.0003889684,0.002404573,0.02330628,0.001109931,0.007501794,0.06107897,0.7989329,0.0002507688],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.01790301,0.804632,0.08419615,0.02187074,0.004809013,0.0008205954,0.0006531366,0.0002428407,0.06487253],"genre_scores_gemma":[0.1259554,0.6850623,0.1496208,0.006740838,0.005700077,0.002585506,0.0008962397,0.000408576,0.02303025],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.02987996,"threshold_uncertainty_score":0.1580222,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.146299739919365,"score_gpt":0.4790069251220074,"score_spread":0.3327071852026424,"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."}}