{"id":"W2886272863","doi":"10.1098/rsos.172208","title":"How does human motor cortex regulate vocal pitch in singers?","year":2018,"lang":"en","type":"article","venue":"Royal Society Open Science","topic":"Neuroscience and Music Perception","field":"Neuroscience","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Holland Bloorview Kids Rehabilitation Hospital","funders":"Natural Sciences and Engineering Research Council of Canada; Ohio State University","keywords":"Larynx; Singing; Vocal tract; Phonation; Human voice; Human brain; Motor control; Speech recognition; Neuroscience; Psychology; Acoustics; Computer science; Biology; Anatomy; Audiology; Physics; Medicine","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":[0.0002275539,0.0001082825,0.0002062057,0.0002021892,0.0001513946,0.0007692284,0.0001478732,0.0004765175,0.001562355],"category_scores_gemma":[0.001413349,0.0001784797,0.0001495116,0.0001157877,0.0006132082,0.0005944055,0.0002226217,0.0001594396,0.0003215481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002067374,"about_ca_system_score_gemma":0.0001962633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00142219,"about_ca_topic_score_gemma":0.00236012,"domain_scores_codex":[0.9999089,0.00002152939,0.000003492618,0.00003026458,0.00001448788,0.00002131529],"domain_scores_gemma":[0.9998871,0.00003882179,0.00002743379,0.00001778934,0.00001421776,0.00001462204],"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":[0.0005573732,0.00006398941,0.09447236,0.0003885029,0.0001913936,0.0006642329,0.002522626,0.002056157,0.7092135,0.003925369,0.00106775,0.1848767],"study_design_scores_gemma":[0.00003553193,0.0002497533,0.9587879,0.00006259851,0.00006034543,0.000654056,0.001715247,0.007607807,0.02022229,0.008325894,0.002248967,0.00002955989],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9836239,0.001500401,0.006512457,0.001085819,0.00003773606,0.00001826057,0.00009331494,0.00006906599,0.007058972],"genre_scores_gemma":[0.9982151,0.0002976827,0.0007747028,0.00009807606,0.00001030165,0.000007755227,0.00002182293,0.000008769195,0.0005657003],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001562355,"threshold_uncertainty_score":0.005226612,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04014292398961494,"score_gpt":0.3239352996947873,"score_spread":0.2837923757051724,"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."}}