{"id":"W2033691147","doi":"10.1016/j.ergon.2006.09.001","title":"Quantifying precision and speed effects on muscle loading and rest in an occupational hand transfer task","year":2006,"lang":"en","type":"article","venue":"International Journal of Industrial Ergonomics","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University; University of Toronto; Institute for Work & Health","funders":"York University","keywords":"Brachioradialis; Extensor Carpi Ulnaris; Forearm; Electromyography; Percentile; Rest (music); Wrist; Physical medicine and rehabilitation; Flexor Carpi Ulnaris; Upper limb; Anatomy; Medicine; Physical therapy; Mathematics; Statistics; Elbow","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":[0.0006703211,0.0005849169,0.0004763608,0.0005277912,0.0002343333,0.0003867825,0.0002424937,0.0004092351,0.001019125],"category_scores_gemma":[0.004105675,0.0003461089,0.0002342236,0.0003250985,0.0003456018,0.0003602226,0.000424003,0.0002327538,0.0001730459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001372441,"about_ca_system_score_gemma":0.0003012861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001497676,"about_ca_topic_score_gemma":0.001764768,"domain_scores_codex":[0.9996911,0.00007870962,0.00003237851,0.00005843705,0.00008691347,0.00005247643],"domain_scores_gemma":[0.9982522,0.001268413,0.0001713458,0.00009073356,0.0001375297,0.00007964401],"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":[0.03789761,0.0007730142,0.03812187,0.0003997019,0.0002088214,0.0002514188,0.000667188,0.002982207,0.8582841,0.00007909325,0.0001374576,0.0601975],"study_design_scores_gemma":[0.0003797128,0.01162027,0.8808914,0.00003081398,0.0003584569,0.0006683583,0.0002327031,0.008516954,0.09671549,0.0001494316,0.0003869281,0.00004945076],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983274,0.00009346541,0.001313815,0.00000743575,0.000004684792,0.00002966448,0.00004625625,0.000009530352,0.0001678022],"genre_scores_gemma":[0.9984905,0.0001080861,0.0009712056,0.00001093352,0.00001186525,0.00004149157,0.00006841384,0.00001428814,0.000283211],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001497676,"threshold_uncertainty_score":0.003544986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03709973036284493,"score_gpt":0.270145792596342,"score_spread":0.2330460622334971,"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."}}