{"id":"W2115775124","doi":"10.3389/fphys.2015.00322","title":"Simulated Firefighting Task Performance and Physiology Under Very Hot Conditions","year":2015,"lang":"en","type":"article","venue":"Frontiers in Physiology","topic":"Thermoregulation and physiological responses","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ontario Institute of Technology","funders":"Deakin University","keywords":"Firefighting; Task (project management); Work (physics); Computer science; Engineering; Chemistry; 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":[0.0002985485,0.0006643495,0.0004196201,0.000138401,0.0003349249,0.0005171859,0.0003121896,0.000336962,0.001650602],"category_scores_gemma":[0.0005793237,0.000224621,0.0003948238,0.00007774075,0.0003983564,0.0002022306,0.0004859329,0.0003484099,0.000314358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002847592,"about_ca_system_score_gemma":0.0002874416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002196023,"about_ca_topic_score_gemma":0.002978071,"domain_scores_codex":[0.9997187,0.00006824695,0.00001680025,0.00006505229,0.00005198609,0.00007914929],"domain_scores_gemma":[0.9996656,0.00006638118,0.00009110585,0.00004281663,0.0000334243,0.000100697],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.03200375,0.003293553,0.04011789,0.0004106838,0.0003186638,0.000280551,0.0008065632,0.003415886,0.9077807,0.00005753796,0.0003515955,0.01116262],"study_design_scores_gemma":[0.0006582661,0.07295489,0.7541962,0.00008780154,0.0002963333,0.0004940663,0.001184863,0.005411469,0.162784,0.0002428846,0.001579356,0.0001098333],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994009,0.00003823303,0.000304516,0.000006545106,0.00000580665,0.00002715444,0.00005603083,0.00000939756,0.0001514124],"genre_scores_gemma":[0.9986319,0.00005528813,0.000663473,0.0000313169,0.00001144249,0.00008004023,0.0001703875,0.000006745358,0.000349446],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002196023,"threshold_uncertainty_score":0.005521834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02977961103091204,"score_gpt":0.2878254496403635,"score_spread":0.2580458386094515,"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."}}