{"id":"W2143868487","doi":"10.1002/hfm.20060","title":"Workstation redesign for a repetitive drill press operation: A combined work design and ergonomics approach","year":2007,"lang":"en","type":"article","venue":"Human Factors and Ergonomics in Manufacturing & Service Industries","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Workstation; Drill; Fixture; Task (project management); Work (physics); Operator (biology); Engineering; Quality (philosophy); Computer science; Manufacturing engineering; Engineering drawing; Simulation; Mechanical engineering; Systems 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":[0.001508641,0.001063947,0.0005331105,0.001052199,0.0005021347,0.0009593433,0.001441154,0.000698705,0.002492659],"category_scores_gemma":[0.003415771,0.0003344265,0.0006266685,0.0003114253,0.0003613971,0.0006681736,0.0006811591,0.0004149052,0.0004374576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008895264,"about_ca_system_score_gemma":0.001215714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00128589,"about_ca_topic_score_gemma":0.002111107,"domain_scores_codex":[0.9985941,0.0004544295,0.0001039719,0.0002042987,0.000540013,0.0001032373],"domain_scores_gemma":[0.9977957,0.0006447347,0.0004270963,0.0003699081,0.0005570507,0.0002054749],"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":[0.002116532,0.005294511,0.01471498,0.001203089,0.0001822359,0.0009195064,0.002602238,0.03056068,0.2107557,0.001343971,0.001869722,0.7284368],"study_design_scores_gemma":[0.0020013,0.07208301,0.3501684,0.0008232552,0.001695128,0.007922136,0.008363079,0.2070403,0.2729509,0.004400984,0.07168842,0.0008631097],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9055283,0.0005280466,0.08914687,0.0002550665,0.00008697506,0.0006070526,0.00007136669,0.0007108813,0.003065364],"genre_scores_gemma":[0.7804282,0.0001950852,0.2157685,0.00006591358,0.00005728878,0.0002570479,0.0001920183,0.00005757688,0.002978399],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002492659,"threshold_uncertainty_score":0.008338809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04791378555776979,"score_gpt":0.2781279677004339,"score_spread":0.2302141821426641,"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."}}