{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001324894,0.0003677492,0.0003626781,0.0002488566,0.0001337962,0.0004560283,0.0006504203,0.0005008161,0.001371152],"category_scores_gemma":[0.00289274,0.0002072065,0.0003108534,0.0001467561,0.0009331071,0.0007358866,0.0005681119,0.0007909189,0.0002909775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000180346,"about_ca_system_score_gemma":0.0002571177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003601014,"about_ca_topic_score_gemma":0.0007489299,"domain_scores_codex":[0.9995771,0.0001130622,0.00004104118,0.00006870581,0.0001262402,0.00007396781],"domain_scores_gemma":[0.9990764,0.0003378628,0.0002080797,0.0001768825,0.0001033725,0.00009736865],"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":[0.001466686,0.0001622904,0.007746319,0.000392667,0.00006545254,0.0003072039,0.0004466703,0.00081936,0.9303375,0.001770686,0.0003106977,0.05617443],"study_design_scores_gemma":[0.0003355978,0.01263273,0.4434858,0.0004839374,0.0002322486,0.004818306,0.001440133,0.01437062,0.5011156,0.008416603,0.01257308,0.0000953551],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9832971,0.001924188,0.01096053,0.0006016288,0.00009853048,0.00002628979,0.00004437929,0.00009143823,0.002955884],"genre_scores_gemma":[0.9958075,0.0004836881,0.002453703,0.0002172307,0.00003503402,0.00002064344,0.0000380319,0.00003151945,0.0009126728],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001371152,"threshold_uncertainty_score":0.007006764,"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."}}