{"id":"W3000676215","doi":"10.1016/j.apergo.2020.103045","title":"Development of an ergonomic four-finger-push manual pipette design","year":2020,"lang":"en","type":"article","venue":"Applied Ergonomics","topic":"Ergonomics and Musculoskeletal Disorders","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Windsor","funders":"Pennsylvania State University","keywords":"Pipette; Wrist; Thumb; Reduction (mathematics); Ulnar deviation; Physical medicine and rehabilitation; Medicine; Biomedical engineering; Computer science; Physical therapy; Anatomy; Mathematics; Chemistry","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":[0.001153994,0.001048569,0.000657466,0.0008414481,0.0004675796,0.0009318721,0.003297495,0.001386354,0.003356256],"category_scores_gemma":[0.002208742,0.0007512823,0.00067289,0.000390085,0.0003651495,0.000961697,0.0009997354,0.0006649351,0.001160195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003240773,"about_ca_system_score_gemma":0.001316038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009774477,"about_ca_topic_score_gemma":0.001231843,"domain_scores_codex":[0.9984464,0.0001480861,0.0001509049,0.0002712097,0.000905115,0.00007836984],"domain_scores_gemma":[0.9980316,0.0002691259,0.0002189631,0.000247605,0.001062787,0.0001700134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003977736,0.0004617331,0.003832852,0.0009830035,0.00009130035,0.0004342936,0.0003293985,0.007911152,0.6557094,0.003295337,0.0023693,0.3241845],"study_design_scores_gemma":[0.0004544265,0.009046217,0.02337024,0.0003219463,0.0005208509,0.006553161,0.0003076959,0.2646098,0.6032251,0.002410328,0.08872068,0.0004595463],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0351715,0.0003282697,0.959215,0.0001639579,0.000296799,0.0004609626,0.0001034661,0.001804842,0.002455127],"genre_scores_gemma":[0.2235293,0.000273712,0.7699977,0.0001480336,0.0000550974,0.0003186806,0.0001208416,0.0001597232,0.005396917],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003356256,"threshold_uncertainty_score":0.01122779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05209470031576111,"score_gpt":0.2826720621904106,"score_spread":0.2305773618746495,"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."}}