{"id":"W2044300833","doi":"10.1520/jai12103","title":"Evaluating the Physiological Performance of a Liquid Cooling Garment Used to Control Heat Stress in Hazmat Protective Ensembles","year":2005,"lang":"en","type":"article","venue":"Journal of ASTM International","topic":"Thermoregulation and physiological responses","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"SNC-Lavalin (Canada)","funders":"","keywords":"Heat stress; Stress (linguistics); Materials science; Control (management); Environmental science; Forensic engineering; Computer science; Engineering; Biology; Artificial intelligence","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":[0.0002510836,0.0003826292,0.0003255395,0.00009806928,0.0001568834,0.0001654338,0.0001003956,0.0001737823,0.00106405],"category_scores_gemma":[0.0004755441,0.00008447929,0.0001487468,0.00006245394,0.0001743971,0.0001372348,0.0001327921,0.0001692727,0.0001152544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006151295,"about_ca_system_score_gemma":0.00007332053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004451942,"about_ca_topic_score_gemma":0.0006229343,"domain_scores_codex":[0.9998951,0.00004073545,0.000007251439,0.00001550295,0.00002239618,0.00001896632],"domain_scores_gemma":[0.9998417,0.00004617313,0.00002924276,0.00001735399,0.00002565852,0.00003992721],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.01417124,0.001879752,0.02853773,0.0002273828,0.0001024436,0.0001090364,0.0003602576,0.0006589925,0.9299399,0.00002379289,0.00007420428,0.02391539],"study_design_scores_gemma":[0.0004306031,0.1465214,0.4925709,0.00004375821,0.0002903487,0.0003772076,0.0007590781,0.004968717,0.3527101,0.00005296097,0.001244779,0.00003019701],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999653,0.00003699711,0.0002348643,0.000003339136,0.000003477063,0.000007824913,0.000007886549,0.000002232986,0.00005043044],"genre_scores_gemma":[0.9990252,0.00003971354,0.0006586084,0.00001288779,0.000006911322,0.00001600779,0.00003398548,0.000001697279,0.0002049518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00106405,"threshold_uncertainty_score":0.003559649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07744589343992757,"score_gpt":0.3918559931765785,"score_spread":0.314410099736651,"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."}}