{"id":"W2225386995","doi":"10.4271/2008-01-1914","title":"An Estimation of Supporting Hand Forces for Common Automotive Assembly Tasks","year":2008,"lang":"en","type":"article","venue":"SAE technical papers on CD-ROM/SAE technical paper series","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Automotive industry; Computer science; Estimation; Engineering; Systems engineering; Aerospace engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004377133,0.0005466387,0.0002164731,0.001511485,0.0001640684,0.0001915244,0.0001767065,0.0003097122,0.001855849],"category_scores_gemma":[0.00223593,0.0001737534,0.0002318296,0.0004333003,0.0001348628,0.0001938844,0.0003050705,0.0001512711,0.0004819057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008576151,"about_ca_system_score_gemma":0.0001159492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002060041,"about_ca_topic_score_gemma":0.003336087,"domain_scores_codex":[0.9996777,0.00005123774,0.00003389231,0.00006034927,0.0001413263,0.00003563386],"domain_scores_gemma":[0.9987092,0.0005414177,0.0003545962,0.00005321274,0.0002701688,0.00007151275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002524935,0.0003884902,0.4898722,0.0006685402,0.0001748013,0.0004723603,0.001846477,0.002901242,0.2889275,0.00007461412,0.0006821144,0.2114668],"study_design_scores_gemma":[0.00001098985,0.0008665397,0.986653,0.00002065377,0.0000316953,0.0004726512,0.0004309539,0.001899627,0.009203116,0.00002441857,0.0003660323,0.00002023089],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961002,0.00013868,0.002892785,0.000006588721,0.000004872611,0.00002683609,0.0002875137,0.00002614373,0.000516293],"genre_scores_gemma":[0.9951965,0.0001083697,0.003771211,0.000008091795,0.000006726874,0.00003530036,0.0003564204,0.000008556866,0.0005088818],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002060041,"threshold_uncertainty_score":0.00620842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01554096629751997,"score_gpt":0.3129743375818781,"score_spread":0.2974333712843582,"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."}}