{"id":"W4224921526","doi":"10.1080/00222895.2022.2069080","title":"The Impact of Limb Velocity Variability on Mallet Accuracy in Marimba Performance","year":2022,"lang":"en","type":"article","venue":"Journal of Motor Behavior","topic":"Motor Control and Adaptation","field":"Neuroscience","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Mallet; Kinematics; Context (archaeology); Physical medicine and rehabilitation; Computer science; Geology; Acoustics; Medicine; Physics","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.001339343,0.0000985585,0.0001948229,0.0001041588,0.0002082707,0.00002713255,0.0004218536,0.00002661148,0.0001840746],"category_scores_gemma":[0.0009370924,0.00006317251,0.0002022818,0.0001922512,0.00005248921,0.0001865296,0.00007075009,0.0005011511,0.000001934706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000276497,"about_ca_system_score_gemma":0.0001863163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005139095,"about_ca_topic_score_gemma":0.000002481969,"domain_scores_codex":[0.9982635,0.0003928377,0.0005149379,0.0001264114,0.0005213596,0.0001809322],"domain_scores_gemma":[0.9983552,0.0007355515,0.0005764108,0.000203695,0.000069465,0.00005965286],"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":[0.003915011,0.002284858,0.1059014,0.00001623347,0.00001268645,0.0001040679,0.0005064611,0.004562067,0.8060327,0.0002023589,0.0001470766,0.07631509],"study_design_scores_gemma":[0.0008180128,0.001942728,0.9901766,0.000008927219,0.0000141619,0.00005312839,0.00003636461,0.002312368,0.00409097,0.00005308263,0.0004247895,0.00006889638],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990693,0.00001662615,0.00001130257,0.0001861442,0.0003072791,0.0002698874,0.00002676966,0.000004195932,0.0001085198],"genre_scores_gemma":[0.9996873,0.00004307841,0.00003960525,0.00004955613,0.00005590694,0.00002755075,3.266912e-7,0.000007890976,0.00008880306],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8842752,"threshold_uncertainty_score":0.2576101,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03696411058251862,"score_gpt":0.3036878107123851,"score_spread":0.2667237001298665,"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."}}