{"id":"W7117478259","doi":"10.1080/10803548.2025.2594907","title":"Posture, machinery and risk: ergonomic characterization of industrial driving work in forklifts and electric pallet trucks","year":2025,"lang":"en","type":"article","venue":"International Journal of Occupational Safety and Ergonomics","topic":"Ergonomics and Musculoskeletal Disorders","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Pallet; Truck; Human factors and ergonomics; Work (physics); Bottling line; Occupational safety and health","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":[0.0004595887,0.0001409338,0.0002783907,0.0004192811,0.00005390954,0.00004070412,0.0001593208,0.0001487086,0.00002305807],"category_scores_gemma":[0.0001191144,0.0001417604,0.00006929218,0.0001404348,0.00005572174,0.0001977138,0.00007833991,0.0003014481,5.773468e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008525655,"about_ca_system_score_gemma":0.0001178464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009376431,"about_ca_topic_score_gemma":0.00008834781,"domain_scores_codex":[0.9987502,0.00008187907,0.0007483998,0.000186877,0.0001015325,0.0001310733],"domain_scores_gemma":[0.9989107,0.0002554038,0.0005891806,0.00006957487,0.0001175168,0.00005761052],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02009741,0.000126082,0.8911796,0.000008661466,0.0004567925,0.000003589539,0.0003648787,0.0001808287,0.0006019312,0.012056,0.0000830775,0.07484121],"study_design_scores_gemma":[0.002352896,0.00008009661,0.9947032,0.00009106669,0.00003787452,0.00001694491,0.00007032062,0.0002923907,0.00002411365,0.0003695718,0.001850602,0.0001109452],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99664,0.0004611296,0.001041765,0.0002308337,0.001243317,0.0001183697,0.00005062744,0.000003404604,0.0002105616],"genre_scores_gemma":[0.99617,0.003187499,0.0001980096,0.0001161596,0.0002302829,0.000003085461,0.0000419865,0.000009801729,0.00004315468],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1035236,"threshold_uncertainty_score":0.578082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01181338149314405,"score_gpt":0.2874744925725979,"score_spread":0.2756611110794539,"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."}}