{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009553136,0.0005830092,0.0003023392,0.0003637714,0.0002992837,0.0007109623,0.00030984,0.0004393422,0.002349354],"category_scores_gemma":[0.00510157,0.000231128,0.000267246,0.0001762399,0.0003302557,0.0003707236,0.0005946956,0.0004211587,0.0003709789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000269003,"about_ca_system_score_gemma":0.0005093103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001482604,"about_ca_topic_score_gemma":0.001714999,"domain_scores_codex":[0.9991774,0.0001949325,0.00006922603,0.0001194584,0.0002960176,0.0001430004],"domain_scores_gemma":[0.9956665,0.001560333,0.00141473,0.0001816517,0.0003622214,0.0008145688],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02797115,0.02484968,0.5829185,0.001541734,0.0007322501,0.0007706283,0.009188768,0.002528881,0.2154421,0.0002160964,0.0009642395,0.132876],"study_design_scores_gemma":[0.000102153,0.009585691,0.9828552,0.00004403235,0.00008020674,0.0001265046,0.0005880445,0.0008772681,0.005220269,0.0001018703,0.0003925598,0.00002626638],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999216,0.00006536826,0.0002983659,0.00001397238,0.000007413636,0.00002494661,0.0000363637,0.000005016747,0.0003325863],"genre_scores_gemma":[0.9987141,0.00005705063,0.0005637282,0.00003890697,0.00001625704,0.00007257259,0.00006891175,0.000003879901,0.0004645649],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002349354,"threshold_uncertainty_score":0.007859349,"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."}}