{"id":"W3035451864","doi":"10.1177/0018720820929928","title":"Overloaded and at Work: Investigating the Effect of Cognitive Workload on Assembly Task Performance","year":2020,"lang":"en","type":"article","venue":"Human Factors The Journal of the Human Factors and Ergonomics Society","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":104,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"University of Windsor","keywords":"Workload; Task (project management); Cognition; Biceps; Work (physics); Electromyography; Physical medicine and rehabilitation; Effects of sleep deprivation on cognitive performance; Cognitive load; Psychology; Computer science; Simulation; Medicine; Engineering; Neuroscience","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000885335,0.0002710328,0.0004794647,0.00002542262,0.0007604831,0.00004008576,0.0002175076,0.0001177938,0.00001394243],"category_scores_gemma":[0.0002902202,0.0001110503,0.0004471001,0.0001308395,0.0006772545,0.0001044319,0.0001572193,0.0007309862,8.396293e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001019269,"about_ca_system_score_gemma":0.00003028524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001642723,"about_ca_topic_score_gemma":0.000003538302,"domain_scores_codex":[0.9985228,0.0003087632,0.0005080733,0.0001600594,0.0002910854,0.0002092605],"domain_scores_gemma":[0.9975471,0.001332285,0.0006929839,0.0001937746,0.00007024273,0.000163631],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004622295,0.00004537981,0.9148487,0.0004420877,0.000484761,1.888801e-7,0.03754057,0.0000798926,0.04418386,0.00003007307,0.001518566,0.0003636324],"study_design_scores_gemma":[0.001374082,0.001637258,0.9823366,0.0007882356,0.000319232,0.000002871046,0.003224927,0.00009313055,0.01001154,0.00002510574,0.0000515974,0.0001353778],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998566,0.000322948,0.000003174002,0.0004486875,0.0001150205,0.0004287699,0.000006267326,0.000009046166,0.0001001097],"genre_scores_gemma":[0.9991795,0.0001390362,0.000007742961,0.000393533,0.0001602106,0.000001598503,0.000003996064,0.00002349733,0.00009091528],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06748788,"threshold_uncertainty_score":0.5849099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02544725535023915,"score_gpt":0.2638807583734947,"score_spread":0.2384335030232556,"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."}}