{"id":"W4399342142","doi":"10.20944/preprints202406.0029.v1","title":"Rhythmic Mastery: Biomechanical Investigation of Cycle-tempo Induced Motor Control Changes in Elite Jump Rope Athletes","year":2024,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Sports Performance and Training","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Rope; Jump; Athletes; Rhythm; Jumping; Elite athletes; Elite; Motor control; Physical medicine and rehabilitation; Psychology; Control (management); Computer science; Engineering; Neuroscience; Physics; Physical therapy; Medicine; Structural engineering; Political science; Artificial intelligence; Acoustics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002339651,0.0001560508,0.0001669733,0.0003605258,0.0001427402,0.0002211291,0.0001414947,0.0002589397,0.002615083],"category_scores_gemma":[0.0006840521,0.0001307505,0.0001221763,0.0001827724,0.0002217794,0.000156801,0.0003683478,0.0001825543,0.0002202762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008821993,"about_ca_system_score_gemma":0.0001492057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007446035,"about_ca_topic_score_gemma":0.0006993542,"domain_scores_codex":[0.9998988,0.00001575162,0.000006814792,0.00002788179,0.00002283419,0.00002790401],"domain_scores_gemma":[0.9998022,0.00004239241,0.00005956589,0.00002221755,0.00003099618,0.0000426659],"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":[0.004598851,0.001024326,0.1043575,0.0004572703,0.0001519947,0.0004760058,0.001007103,0.001768504,0.7996593,0.0002680126,0.000264621,0.08596662],"study_design_scores_gemma":[0.00002902376,0.003619249,0.9820207,0.00001418012,0.00002356009,0.0002177802,0.000176151,0.001178127,0.01199527,0.0001177079,0.0005990929,0.000009086818],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988045,0.00009834533,0.0006558429,0.000008923597,0.000002670793,0.00002046081,0.00005779698,0.000005264892,0.0003462026],"genre_scores_gemma":[0.9984313,0.0000780859,0.0004110555,0.00001209413,0.000006185659,0.0000416966,0.0001243227,0.000004514128,0.0008907903],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002615083,"threshold_uncertainty_score":0.008748353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1106634388909357,"score_gpt":0.3371979643195207,"score_spread":0.226534525428585,"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."}}