{"id":"W3159200749","doi":"10.1044/2021_jslhr-20-00275","title":"Complexity-Dependent Modulations of Beta Oscillations for Verbal and Nonverbal Movements","year":2021,"lang":"en","type":"article","venue":"Journal of Speech Language and Hearing Research","topic":"EEG and Brain-Computer Interfaces","field":"Neuroscience","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; Toronto Rehabilitation Institute; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Nonverbal communication; Magnetoencephalography; Psychology; Task (project management); Electroencephalography; Brain activity and meditation; Audiology; Synchronization (alternating current); Lateralization of brain function; Communication; Cognitive psychology; Speech recognition; Neuroscience; Computer science; Medicine; Channel (broadcasting)","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":[0.000198051,0.0002483283,0.0001349911,0.0002434888,0.00008935768,0.0002770759,0.00009182018,0.000195956,0.002074363],"category_scores_gemma":[0.002768742,0.0001101309,0.0001012656,0.0001093179,0.0001725229,0.0002247526,0.000281656,0.0001601422,0.0001217565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007911849,"about_ca_system_score_gemma":0.00005836291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003053268,"about_ca_topic_score_gemma":0.0006644527,"domain_scores_codex":[0.9998808,0.00001688535,0.00001390154,0.00003769092,0.00003723632,0.00001353315],"domain_scores_gemma":[0.9988281,0.000581521,0.0003913039,0.00005655506,0.00006035488,0.00008212357],"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":[0.002067302,0.0001677207,0.1979809,0.0002139633,0.0000945743,0.0006278226,0.00142262,0.0005261572,0.7513377,0.0001913537,0.000143559,0.04522633],"study_design_scores_gemma":[0.00001755082,0.0002529505,0.9923403,0.000004608976,0.00001466734,0.0004323065,0.00009335696,0.0005347408,0.006070023,0.000125911,0.0001070979,0.000006625757],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990933,0.00004393539,0.0004363637,0.000007207128,0.000001466556,0.00000865839,0.00004201422,0.000004687956,0.0003624145],"genre_scores_gemma":[0.9993604,0.00001907492,0.0003772296,0.000005746211,0.000003499288,0.00001150701,0.00007900841,0.000003113207,0.0001404179],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002074363,"threshold_uncertainty_score":0.006939411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1667336455471279,"score_gpt":0.4143260255216459,"score_spread":0.247592379974518,"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."}}