{"id":"W3209168965","doi":"","title":"Limb velocity variability impacts optimal sound production in marimba performance","year":2021,"lang":"en","type":"article","venue":"Journal of Exercise, Movement, and Sport (SCAPPS refereed abstracts repository)","topic":"Music Technology and Sound Studies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mallet; Kinematics; Context (archaeology); Elbow; Movement (music); Position (finance); Computer science; Simulation; Acoustics; Engineering; Geology; Physics; Anatomy; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004971554,0.0003572924,0.0002372966,0.0006907613,0.0003685362,0.0008490859,0.0002360696,0.0004981438,0.002053495],"category_scores_gemma":[0.004877292,0.0002341206,0.0001441787,0.0002443905,0.0004227312,0.0002308126,0.0009729934,0.000268555,0.0004042969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002930097,"about_ca_system_score_gemma":0.0002137047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004394583,"about_ca_topic_score_gemma":0.006910256,"domain_scores_codex":[0.9994909,0.00009279107,0.00003443418,0.0001136731,0.0001700831,0.00009818446],"domain_scores_gemma":[0.9988278,0.0003071657,0.0005072257,0.0000836231,0.0001271765,0.0001470816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002944561,0.0003603263,0.5849837,0.000243924,0.0001508674,0.0007328936,0.002814969,0.00227588,0.325141,0.0002600469,0.0003154605,0.07977629],"study_design_scores_gemma":[0.000005461025,0.000268432,0.9969749,0.00001156423,0.000009626325,0.00008343567,0.0002305892,0.0006044917,0.001558717,0.00005389798,0.0001902947,0.000008590817],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998747,0.00006675242,0.000564123,0.00001736815,0.000002715129,0.000006848609,0.0000332851,0.0000127302,0.000549063],"genre_scores_gemma":[0.9990388,0.00003722789,0.0004970999,0.000007991649,0.000003525696,0.000006025577,0.00004465723,0.000007956759,0.000356644],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004394583,"threshold_uncertainty_score":0.008738041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01270308856019919,"score_gpt":0.2312554908427709,"score_spread":0.2185524022825717,"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."}}