{"id":"W4319293759","doi":"10.1080/00140139.2023.2177354","title":"Physiological demands and physical performance determinants of a new firefighting simulation test","year":2023,"lang":"en","type":"article","venue":"Ergonomics","topic":"Occupational Health and Performance","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Durham College","funders":"","keywords":"Anaerobic exercise; Firefighting; Heart rate; Rating of perceived exertion; Cardiorespiratory fitness; Exertion; Aerobic exercise; Physical fitness; Physical therapy; Test (biology); Physical strength; Respiratory exchange ratio; Medicine; Blood pressure; Biology; Internal medicine; Ecology","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":[0.0002078701,0.00008584475,0.0001937495,0.00005131475,0.000331538,0.000002289902,0.00006579841,0.0000883274,0.00002311829],"category_scores_gemma":[0.0001728551,0.00007120218,0.00002375561,0.0001580566,0.00003141621,0.0001209658,0.00007098763,0.0001874763,0.0001810446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003289123,"about_ca_system_score_gemma":0.0001707181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002630027,"about_ca_topic_score_gemma":0.000015342,"domain_scores_codex":[0.9991511,0.00003194496,0.0003178584,0.0001488187,0.00007253997,0.0002777431],"domain_scores_gemma":[0.9988117,0.0007626352,0.000171973,0.0001095926,0.00004077892,0.0001032819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001532415,0.0000242182,0.9692922,0.0003318848,0.000002298689,3.245259e-7,0.001598834,0.004531207,0.0001520189,0.00005392417,0.0007036276,0.02315618],"study_design_scores_gemma":[0.0002540087,0.00008709676,0.6092981,0.00005986857,0.000002516776,1.33581e-7,0.00004900092,0.3891769,0.00004652401,0.00008541276,0.0008922122,0.00004826995],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999232,0.00001529094,0.00001422466,0.00004790866,0.0001625377,0.0001851709,0.00001620462,0.00005526404,0.000271393],"genre_scores_gemma":[0.9984034,0.0001207127,0.0001659277,0.0001389544,0.0005079431,0.00001412586,0.00002154373,0.000009794192,0.000617602],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3846457,"threshold_uncertainty_score":0.2903541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.124837181824821,"score_gpt":0.4493866389780485,"score_spread":0.3245494571532275,"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."}}