{"id":"W4407001518","doi":"10.1113/ep092472","title":"‘Muscular wisdom’ revisited: Decaying rates of stimulation mitigate torque loss","year":2025,"lang":"en","type":"article","venue":"Experimental Physiology","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Stimulation; Isometric exercise; Torque; Peripheral; Contraction (grammar); Muscle contraction; Internal medicine; Chemistry; Cardiology; Medicine; Physics; Thermodynamics","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":[0.00003110984,0.0001175283,0.0002065819,0.0001060413,0.00005643701,0.000005158549,0.0000719383,0.00005047509,0.00005526327],"category_scores_gemma":[0.000008200444,0.0001179348,0.00007633198,0.000226622,0.00007770641,0.00007913712,0.0000297903,0.00006478787,0.000002254544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003633611,"about_ca_system_score_gemma":0.000005679688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001250075,"about_ca_topic_score_gemma":4.863067e-7,"domain_scores_codex":[0.9994434,0.00002874697,0.0001866579,0.0001375112,0.00004983015,0.0001538262],"domain_scores_gemma":[0.9997466,0.00004296662,0.00002934022,0.000134746,0.00002732909,0.00001906012],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001949246,0.00003158436,0.0004133873,0.00005376403,0.0001172088,3.708905e-7,0.0001999736,0.00173272,0.9938689,0.001890987,0.0007984634,0.0008730729],"study_design_scores_gemma":[0.0004397735,0.0000507802,0.1067366,0.00004907852,0.000009270489,4.21689e-7,0.0002661185,0.001680927,0.888959,0.0006102237,0.001065752,0.0001320508],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935142,0.002956632,0.0004876254,0.0000282476,0.0001800589,0.0001311453,0.000002352263,0.0001001648,0.002599543],"genre_scores_gemma":[0.9994866,0.00009046505,0.000214955,0.000089751,0.00003522164,0.00002961327,0.00002045172,0.00001039794,0.00002251364],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1063232,"threshold_uncertainty_score":0.480924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008654872070519072,"score_gpt":0.2734580294001547,"score_spread":0.2648031573296357,"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."}}