{"id":"W1611216071","doi":"10.3233/oer-2011-0189","title":"Evaluating risks for the upper extremity during the installation of electrical meters","year":2011,"lang":"en","type":"article","venue":"Occupational Ergonomics","topic":"Ergonomics and Musculoskeletal Disorders","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Mallet; Installation; Metre; Acceleration; Engineering; Simulation; Physical medicine and rehabilitation; Medicine; Mechanical engineering; Acoustics","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0005258941,0.0001127313,0.000119651,0.00005512173,0.0002243568,0.00001266092,0.0002491575,0.00007376486,0.0002415134],"category_scores_gemma":[0.0001350196,0.00007587951,0.0001795038,0.00009846293,0.00009211554,0.0000683753,0.00004135503,0.0001183039,0.00001479944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000665203,"about_ca_system_score_gemma":0.00007663021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003689635,"about_ca_topic_score_gemma":0.00009461834,"domain_scores_codex":[0.9990956,0.00007018656,0.000330731,0.0002109237,0.00009702056,0.0001955942],"domain_scores_gemma":[0.9988446,0.0005146856,0.0002280296,0.000293479,0.0000910136,0.000028232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.007524231,0.000510534,0.3956588,0.0000574421,0.001045711,3.52035e-7,0.006319565,0.005574691,0.002193801,0.4507428,0.0009569734,0.1294152],"study_design_scores_gemma":[0.0006017807,0.00006733295,0.9866118,0.000002883651,0.00005427171,0.000001366358,0.0002216811,0.01038353,0.0001137792,0.001372527,0.0004691146,0.00009986992],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903809,0.0001512848,0.00442873,0.00005158546,0.0003709482,0.0004880608,0.00003840385,0.00001400616,0.004076059],"genre_scores_gemma":[0.9972409,0.0000210422,0.002186842,0.0001034419,0.00009363224,0.0001421648,0.00002302543,0.00001891241,0.0001700255],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5909531,"threshold_uncertainty_score":0.3094276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1434782943019974,"score_gpt":0.3893647210118615,"score_spread":0.2458864267098641,"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."}}