{"id":"W1970027929","doi":"10.1016/j.apergo.2010.11.002","title":"Evaluation of a dynamic armrest for hydraulic-actuation controller use","year":2011,"lang":"en","type":"article","venue":"Applied Ergonomics","topic":"Ergonomics and Musculoskeletal Disorders","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"National Research Council Canada; Natural Sciences and Engineering Research Council of Canada; Canada Foundation for Innovation; University of Guelph; Ontario Innovation Trust","keywords":"Joystick; Electromyography; Physical medicine and rehabilitation; Deltoid curve; Simulation; Medicine; Engineering; Surgery","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":[0.000886371,0.0008931592,0.0004574888,0.0006476173,0.0004708776,0.000578923,0.0009344478,0.0007720749,0.003180002],"category_scores_gemma":[0.005321755,0.0003215119,0.0004174946,0.000214245,0.0003512164,0.0005475116,0.0007954433,0.0002423183,0.0005431778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002490378,"about_ca_system_score_gemma":0.0007015995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001771299,"about_ca_topic_score_gemma":0.00211009,"domain_scores_codex":[0.999156,0.000196121,0.0001044087,0.000109921,0.0003133917,0.0001201058],"domain_scores_gemma":[0.9981545,0.000788365,0.0001442845,0.0001563097,0.0005159961,0.0002405356],"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":[0.03272808,0.005918412,0.02924136,0.001148334,0.0001712942,0.0007153184,0.002327459,0.007898302,0.7413056,0.0003591616,0.00101832,0.1771683],"study_design_scores_gemma":[0.001819812,0.09972101,0.3956003,0.0002515709,0.001066503,0.002123223,0.002538121,0.05915161,0.4303616,0.0004017358,0.006726549,0.0002379927],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912889,0.00004462824,0.007145976,0.00003052369,0.00002026415,0.0002288079,0.0002215763,0.0002004761,0.0008188145],"genre_scores_gemma":[0.9931852,0.00004401885,0.005300967,0.00002451025,0.00001065282,0.0001732464,0.0002873676,0.0000354099,0.0009386205],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003180002,"threshold_uncertainty_score":0.01063818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08315673898285383,"score_gpt":0.3193587800823549,"score_spread":0.236202041099501,"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."}}