{"id":"W2124842277","doi":"10.1177/0040517514553875","title":"The impact of air gap on thermal performance of protective clothing against hot water spray","year":2014,"lang":"en","type":"article","venue":"Textile Research Journal","topic":"Thermoregulation and physiological responses","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Alberta","keywords":"Clothing; Air layer; Thermal manikin; Air gap (plumbing); Burn injury; Air temperature; Environmental science; Materials science; Composite material; Medicine; Meteorology; Layer (electronics); Surgery","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003256445,0.0000873658,0.000205048,0.0001296054,0.0002890282,0.00001724937,0.0001834923,0.00005631523,0.0003573716],"category_scores_gemma":[0.000904976,0.00003409903,0.000158914,0.0001283304,0.000327615,0.00006050367,0.00004923978,0.0008015661,0.00003368841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008139569,"about_ca_system_score_gemma":0.0001509922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001195111,"about_ca_topic_score_gemma":3.43963e-7,"domain_scores_codex":[0.9979107,0.000722001,0.0002522553,0.00009604462,0.0006556694,0.0003632859],"domain_scores_gemma":[0.9983968,0.0007014452,0.00009611808,0.0002236844,0.0004353481,0.0001466077],"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":[0.01279676,0.0001360114,0.0005676395,0.00002697821,0.00006925337,0.00000392682,0.0006375486,0.001261994,0.8816579,0.00009600133,0.000165395,0.1025806],"study_design_scores_gemma":[0.0009283921,0.005327797,0.7715789,0.0002588176,0.000004762704,0.00003061633,0.0001435822,0.002731764,0.2181347,0.0003250277,0.0004746129,0.00006095809],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954648,0.00003727643,0.00001190697,0.0002376818,0.00002000198,0.0002710724,0.000001877598,0.00000722957,0.00394813],"genre_scores_gemma":[0.9992837,0.00005545273,0.00001585189,0.00002980611,0.0001827317,0.000007114562,9.962683e-7,0.00001128521,0.0004130729],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7710113,"threshold_uncertainty_score":0.3912968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08619861940428984,"score_gpt":0.4112876632386905,"score_spread":0.3250890438344007,"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."}}