{"id":"W2050422876","doi":"10.1016/j.jneumeth.2011.01.005","title":"Reliability of EMG determinism to detect changes in motor unit synchrony and coherence during submaximal contraction","year":2011,"lang":"en","type":"article","venue":"Journal of Neuroscience Methods","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Motor unit; Coherence (philosophical gambling strategy); Contraction (grammar); Reliability (semiconductor); Computer science; Neuroscience; Electroencephalography; Psychology; Physical medicine and rehabilitation; Physics; Mathematics; Medicine; Statistics; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007829088,0.00008651337,0.0002117907,0.0003004386,0.00004052649,0.00001155264,0.0001283161,0.00003035596,0.000004047339],"category_scores_gemma":[0.0005506726,0.00007502513,0.00003472075,0.0004012538,0.00007727891,0.0002274408,0.00002385955,0.0001743378,3.709951e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002382946,"about_ca_system_score_gemma":0.00001309225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001075196,"about_ca_topic_score_gemma":0.00001329645,"domain_scores_codex":[0.9991767,0.0001274885,0.0002836476,0.0001095951,0.0001359656,0.0001665358],"domain_scores_gemma":[0.999498,0.0001326095,0.0001241606,0.0000929469,0.00007582657,0.00007647063],"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":[0.00004101016,0.00001344583,0.005322972,0.00003433726,0.000002012386,0.000005830318,0.0004324055,0.00005420356,0.96167,0.000002009047,0.000001041805,0.03242067],"study_design_scores_gemma":[0.0001287234,0.0002778032,0.7014471,0.00002497153,0.000004665133,0.00003523162,0.00004775366,0.0004062266,0.2974646,0.00006918319,0.00004120049,0.00005252109],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9850774,0.00006322471,0.01435976,0.00002936897,0.0002835949,0.00009229559,8.264165e-7,0.00001289355,0.00008063295],"genre_scores_gemma":[0.9726391,0.0001258378,0.02717505,0.0000277814,0.0000178628,0.00000440175,7.2054e-9,0.000006000923,0.000003914574],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6961241,"threshold_uncertainty_score":0.3059436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0520414421167061,"score_gpt":0.3145572496518219,"score_spread":0.2625158075351158,"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."}}