{"id":"W4382198790","doi":"10.1080/02701367.2023.2201311","title":"High-Intensity Cycling Training Necessitates Increased Neuromuscular Demand of the Vastus Lateralis During a Fatiguing Contraction","year":2023,"lang":"en","type":"article","venue":"Research Quarterly for Exercise and Sport","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"National Strength and Conditioning Association; University of Kansas","keywords":"Isometric exercise; Electromyography; Contraction (grammar); Mathematics; Physical medicine and rehabilitation; Cycling; Torque; Amplitude; Muscle contraction; Physical therapy; Medicine; Physics; Anatomy; Internal medicine","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":[0.0001914098,0.0002542461,0.000192218,0.0001086787,0.0001507555,0.000138499,0.000113203,0.0002648003,0.0010668],"category_scores_gemma":[0.0005136959,0.0001152703,0.000104695,0.00005431189,0.000136438,0.0001105664,0.0002070053,0.000184824,0.000122359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001023442,"about_ca_system_score_gemma":0.0001835102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001332026,"about_ca_topic_score_gemma":0.002768795,"domain_scores_codex":[0.9999166,0.00001946466,0.000009107507,0.00001631844,0.00001896993,0.00001963173],"domain_scores_gemma":[0.9997674,0.00005041193,0.00006671976,0.00001416306,0.00003664403,0.00006478318],"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":[0.007518414,0.004361416,0.1486922,0.0004613097,0.0001987843,0.0006151643,0.000408095,0.0005390431,0.7817262,0.00003611342,0.0002076606,0.05523568],"study_design_scores_gemma":[0.00006697557,0.007124677,0.9874157,0.00001677653,0.00002955173,0.0002407932,0.00009891309,0.0003033644,0.004500127,0.00001110218,0.000189015,0.000002987674],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997644,0.00005797503,0.00007156128,0.000008256531,0.000002002716,0.000005943333,0.000004714665,0.000002495582,0.00008257038],"genre_scores_gemma":[0.9994645,0.00005095076,0.0001900709,0.00001637142,0.000009603667,0.00002160947,0.00003196418,0.000001254282,0.0002136781],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001332026,"threshold_uncertainty_score":0.003568828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03180046385145865,"score_gpt":0.2793159155998701,"score_spread":0.2475154517484115,"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."}}