{"id":"W4406855193","doi":"10.51224/srxiv.508","title":"Eccentric Quasi-Isometric vs. Isotonic Resistance Exercise of the Elbow Flexors","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Mechanics and Biomechanics Studies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Research Manitoba","keywords":"Isometric exercise; Isotonic; Eccentric; Elbow; Eccentric exercise; Resistance training; Physical medicine and rehabilitation; Elbow flexion; Medicine; Physical therapy; Anatomy; Physics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047613,0.000417712,0.0005169942,0.0001694368,0.0001132358,0.0002371532,0.0003054552,0.0003164161,0.00459838],"category_scores_gemma":[0.001242423,0.0002064538,0.0003102624,0.0001124531,0.0001756652,0.0002349012,0.000388372,0.0003365488,0.0007220033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006985138,"about_ca_system_score_gemma":0.0001098736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003531835,"about_ca_topic_score_gemma":0.001094107,"domain_scores_codex":[0.9996002,0.00006280754,0.0000725268,0.0001186277,0.00008154515,0.00006428405],"domain_scores_gemma":[0.9995801,0.0001465946,0.000101268,0.00004565064,0.00005016697,0.0000761741],"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":[0.1279824,0.01066089,0.06611494,0.002129337,0.0009856728,0.000305148,0.0009449392,0.001281093,0.6233419,0.0003978959,0.0007733352,0.1650824],"study_design_scores_gemma":[0.002060559,0.08868612,0.8732719,0.0001199494,0.0005126997,0.0005343462,0.0005063461,0.001539207,0.02942793,0.0002820332,0.003004063,0.00005479606],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973108,0.0003221409,0.0007866649,0.00002152483,0.00003243857,0.0001760671,0.000280889,0.0000187491,0.001050836],"genre_scores_gemma":[0.9924619,0.0003582335,0.002196635,0.00008231846,0.00003243509,0.0008231988,0.0004285376,0.00001932723,0.00359745],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00459838,"threshold_uncertainty_score":0.01538312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01011901734352284,"score_gpt":0.2115291959405577,"score_spread":0.2014101785970349,"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."}}