{"id":"W1972308551","doi":"10.1016/j.apergo.2014.02.002","title":"Investigating shoulder muscle loading and exerted forces during wall painting tasks: Influence of gender, work height and paint tool design","year":2014,"lang":"en","type":"article","venue":"Applied Ergonomics","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Painting; Work (physics); Physical medicine and rehabilitation; Physical therapy; Engineering; Medicine; Visual arts; Mechanical engineering; Art","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":[0.0009505685,0.0001758903,0.0003121105,0.0000914568,0.000131677,0.00002785298,0.00005414602,0.0001164465,0.000004169264],"category_scores_gemma":[0.0003660042,0.000158678,0.00004053114,0.0001277982,0.0002019473,0.0000885844,0.00006630362,0.0001637648,0.000001243624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004337313,"about_ca_system_score_gemma":0.00002257116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002141861,"about_ca_topic_score_gemma":0.000001857514,"domain_scores_codex":[0.9988373,0.00006792662,0.0004146093,0.0003295182,0.0001061719,0.000244455],"domain_scores_gemma":[0.998934,0.0005208706,0.0001714406,0.0002105809,0.00004058536,0.0001225079],"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":[0.0002512531,0.00007932616,0.08102573,0.004144155,0.0001480131,8.793918e-7,0.008464525,0.01173998,0.8199267,0.005329155,0.00003398929,0.06885634],"study_design_scores_gemma":[0.001819341,0.0001169932,0.9588612,0.0005581143,0.00007995127,0.000003491695,0.001292956,0.02074534,0.01356669,0.002484165,0.0000861384,0.0003855731],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992246,0.0001295141,0.006771734,0.0000735812,0.00001980536,0.0005060682,3.910923e-7,0.00005544372,0.0001974388],"genre_scores_gemma":[0.9749771,0.00005176846,0.02457616,0.0002569963,0.0000591035,0.00003287204,0.000004616075,0.00002847496,0.0000129522],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8778355,"threshold_uncertainty_score":0.6470701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01551403222680132,"score_gpt":0.2332018728641912,"score_spread":0.2176878406373899,"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."}}