{"id":"W3090421485","doi":"10.1080/00140139.2020.1831079","title":"A cross-sectional survey of musculoskeletal disorder hazard exposures and self-reported discomfort among on-shore wind turbine service technicians","year":2020,"lang":"en","type":"article","venue":"Ergonomics","topic":"Human-Automation Interaction and Safety","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Human factors and ergonomics; Wind power; Turbine; Engineering; Hazard; Task (project management); Poison control; Aeronautics; Applied psychology; Medicine; Psychology; Mechanical engineering; Medical emergency; Systems engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001358807,0.0001511605,0.0002437903,0.0008321472,0.0003451989,0.0004899447,0.0003367595,0.000640723,0.003024286],"category_scores_gemma":[0.004194188,0.000297354,0.0002316537,0.0008334618,0.0002841536,0.0005729243,0.0005610521,0.0005253314,0.0007259349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004481961,"about_ca_system_score_gemma":0.0006404567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007981797,"about_ca_topic_score_gemma":0.01257219,"domain_scores_codex":[0.9991519,0.0002357189,0.0001347949,0.0001304127,0.0002086534,0.0001384452],"domain_scores_gemma":[0.9960477,0.000850696,0.001624309,0.0001257287,0.0007137883,0.000637796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002197539,0.0001279662,0.9958264,0.00007949222,0.00001556764,0.00008118183,0.001156198,0.00002526278,0.0001837369,0.000008141245,0.0004443713,0.002029634],"study_design_scores_gemma":[0.000002210718,0.0001530128,0.9976059,0.00002947871,0.000003629615,0.00007625558,0.001852674,0.00004004064,0.00001494802,0.000004140489,0.0002149449,0.000002663478],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988174,0.0000691708,0.00006626207,0.00007987839,0.000003972503,0.00003943516,0.0005419819,0.000002966023,0.0003790336],"genre_scores_gemma":[0.9984173,0.0002028224,0.0002164615,0.0001742318,0.000007901183,0.0001043258,0.000533379,0.000001971459,0.0003417534],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007981797,"threshold_uncertainty_score":0.01587069,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03410706792879613,"score_gpt":0.3405979307435719,"score_spread":0.3064908628147757,"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."}}