{"id":"W2780426733","doi":"10.1016/j.apergo.2017.12.010","title":"Influence of work clothing on physiological responses and performance during treadmill exercise and the Wildland Firefighter Pack Test","year":2017,"lang":"en","type":"article","venue":"Applied Ergonomics","topic":"Occupational Health and Performance","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Backpack; Clothing; Work (physics); Treadmill; VO2 max; Physical therapy; Psychology; Animal science; Medicine; Engineering; Heart rate; Structural engineering; Internal medicine","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0004209176,0.0001315795,0.0002602598,0.00003075188,0.001739077,0.00001652939,0.0001736803,0.0001213439,0.000007549927],"category_scores_gemma":[0.000135598,0.00008175281,0.00001725684,0.00002951021,0.0003431936,0.0001189793,0.0001444948,0.000351592,0.00002830103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002912154,"about_ca_system_score_gemma":0.0000599944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005200666,"about_ca_topic_score_gemma":0.00001169361,"domain_scores_codex":[0.9990783,0.00004140146,0.000323703,0.0002078393,0.00007589107,0.0002729006],"domain_scores_gemma":[0.9982516,0.0009268185,0.0003223193,0.000380708,0.00002986778,0.00008864824],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01927717,0.00003803916,0.9685717,0.0005488319,0.000009705524,5.241164e-7,0.002239933,0.0005664075,0.0002343094,0.001249707,0.0001664832,0.00709722],"study_design_scores_gemma":[0.001687532,0.00005811643,0.9968079,0.0003183967,0.00000829804,4.843283e-7,0.0000539607,0.0003224282,0.0001107948,0.0001432994,0.0003934485,0.00009539224],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982415,0.0001069698,3.746666e-7,0.0002925856,0.00005434406,0.0004740813,0.00001817839,0.0000166962,0.0007952818],"genre_scores_gemma":[0.9962994,0.002637546,0.00009329722,0.0005170963,0.00012527,0.000100458,0.000003529287,0.00001107216,0.000212276],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02823618,"threshold_uncertainty_score":0.9995605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0385020567640263,"score_gpt":0.3423984428993362,"score_spread":0.3038963861353099,"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."}}