{"id":"W2945821200","doi":"10.7575/aiac.ijkss.v.7n.2p.21","title":"Comparison of Upper Extremity Muscle Activation Levels Between Isometric and Dynamic Maximum Voluntary Contraction Protocols","year":2019,"lang":"en","type":"article","venue":"International Journal of Kinesiology and Sports Science","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; University of Windsor","funders":"","keywords":"Isometric exercise; Electromyography; Physical medicine and rehabilitation; Wrist; Eccentric; Concentric; Medicine; Physical therapy; Range of motion; Elbow flexion; Elbow; Muscle contraction; Anatomy; Mathematics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003371909,0.00007278955,0.0002034265,0.0005410651,0.00004313895,0.00001561082,0.0001350715,0.00004549418,0.00002928718],"category_scores_gemma":[0.00006887294,0.0000611141,0.00002763597,0.0002628843,0.0001435672,0.0004712029,0.00002435716,0.000138105,1.674177e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003996323,"about_ca_system_score_gemma":0.00003050464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004508216,"about_ca_topic_score_gemma":9.172462e-7,"domain_scores_codex":[0.9991729,0.00001101766,0.0003317685,0.0001036104,0.0002791162,0.0001015743],"domain_scores_gemma":[0.9992927,0.00009551016,0.0002372779,0.00005136194,0.0002835511,0.00003958939],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002422013,0.00002340742,0.8629457,0.00001347411,0.00002648124,7.77903e-7,0.0001390479,0.0001865907,0.08574318,0.00003887287,0.0000157925,0.05084243],"study_design_scores_gemma":[0.0002972603,0.00008483142,0.9922203,0.00004960471,0.000006263462,0.0000153153,0.0001102785,0.001184347,0.005356928,0.0004027338,0.0002136113,0.00005855089],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997648,0.00006941141,0.001441613,0.0001297094,0.0002553253,0.0003259098,0.00000270154,0.000008700827,0.0001186297],"genre_scores_gemma":[0.9995484,0.00004847951,0.0003200828,0.00002250266,0.00004068781,0.000008679605,0.00000125944,0.000003393727,0.000006551085],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1292746,"threshold_uncertainty_score":0.2492161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01970994380825902,"score_gpt":0.3142585316171235,"score_spread":0.2945485878088645,"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."}}