{"id":"W3043035058","doi":"10.1016/j.jshs.2020.07.003","title":"Residual force enhancement due to active muscle lengthening allows similar reductions in neuromuscular activation during position- and force-control tasks","year":2020,"lang":"en","type":"article","venue":"Journal of sport and health science/Journal of Sport and Health Science","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Natural Sciences and Engineering Research Council of Canada; University of Guelph","keywords":"Position (finance); Residual; Physical medicine and rehabilitation; Control theory (sociology); Control (management); Computer science; Medicine; Artificial intelligence; Business","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002613253,0.000186841,0.0005872342,0.000983444,0.0009081462,0.0001089181,0.0002430828,0.00003785422,0.000005134459],"category_scores_gemma":[0.000005459203,0.0001630504,0.00005658807,0.001400332,0.0003073489,0.001680232,0.00004752519,0.0005074809,7.911102e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002797144,"about_ca_system_score_gemma":0.0008418283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000548351,"about_ca_topic_score_gemma":0.00001790594,"domain_scores_codex":[0.9971091,9.812968e-7,0.001127365,0.0002971695,0.0008601786,0.0006051661],"domain_scores_gemma":[0.9979004,0.000003214949,0.0007583822,0.00009222334,0.0003569606,0.0008888792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008541037,0.0002666054,0.8664477,0.001094464,0.0001076899,0.0001596065,0.0382983,0.009039324,0.04752956,0.0009788772,0.0005313528,0.03469235],"study_design_scores_gemma":[0.0008424327,0.0008930704,0.9923431,0.0003056314,0.00001065556,0.000243815,0.002049915,0.0006873998,0.002117045,0.0000889303,0.0002791745,0.0001388467],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9808083,0.0007340888,0.0001793954,0.01767846,0.000246428,0.000299504,5.836699e-7,0.00001055868,0.00004270175],"genre_scores_gemma":[0.9942726,0.002388937,0.001677957,0.001388622,0.0002542395,0.000003176453,4.025948e-7,0.00001031236,0.000003790592],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1258953,"threshold_uncertainty_score":0.6984818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02395320643841293,"score_gpt":0.2874053560609062,"score_spread":0.2634521496224933,"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."}}