{"id":"W2055073803","doi":"10.1080/00140130701237592","title":"Effect of joystick stiffness, movement speed and movement direction on joystick and upper limb kinematics when using hydraulic-actuation joystick controls in heavy vehicles","year":2007,"lang":"en","type":"article","venue":"Ergonomics","topic":"Ergonomics and Musculoskeletal Disorders","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick; University of Guelph","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Joystick; Kinematics; Elbow; Simulation; Computer science; Engineering; Physics; Anatomy; Medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001146262,0.0003402225,0.0005750621,0.0003238956,0.00008802261,0.00005547858,0.0001074635,0.0001890509,0.00004280631],"category_scores_gemma":[0.000174938,0.0003350327,0.00009247109,0.0001126292,0.0001260216,0.0001152415,0.00007380728,0.0002045308,0.00001048222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002402652,"about_ca_system_score_gemma":0.00003004296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001029257,"about_ca_topic_score_gemma":0.0002714863,"domain_scores_codex":[0.9980128,0.0001337326,0.0007922445,0.0004751491,0.0001543715,0.0004317084],"domain_scores_gemma":[0.9984449,0.0007033265,0.0003485574,0.0003228997,0.00004591432,0.0001343758],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0410055,0.003887915,0.1191642,0.003247578,0.001907062,0.00005623489,0.01346792,0.04583891,0.2485113,0.05264622,0.001030621,0.4692366],"study_design_scores_gemma":[0.01060779,0.002766341,0.9246591,0.0004164721,0.0003278683,0.000006567938,0.001161955,0.04618913,0.008540694,0.00383329,0.000581005,0.0009097527],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994445,0.0004103882,0.001677192,0.0001169127,0.0006264188,0.001041457,0.00001818441,0.00002873434,0.001635686],"genre_scores_gemma":[0.9984928,0.0001116432,0.0006953077,0.0003936584,0.0001158475,0.00002035296,0.00002114034,0.00005147623,0.00009779646],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.805495,"threshold_uncertainty_score":0.9999102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01197323605849074,"score_gpt":0.2863320158615515,"score_spread":0.2743587798030607,"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."}}