{"id":"W1590176398","doi":"10.1080/10803548.2004.11076610","title":"Moisture Effects in Heat Transfer Through Clothing Systems for Wildland Firefighters","year":2004,"lang":"en","type":"article","venue":"International Journal of Occupational Safety and Ergonomics","topic":"Textile materials and evaluations","field":"Materials Science","cited_by":95,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Moisture; Heat flux; Heat transfer; Environmental science; Materials science; Clothing; Atmospheric sciences; Meteorology; Composite material; Mechanics; Geology; Geography","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":[0.000505369,0.0001137872,0.0002238788,0.00009045722,0.0000853288,0.0001330437,0.0002020065,0.00007260624,0.00002340567],"category_scores_gemma":[0.00008316822,0.00009744521,0.00007459287,0.00003653165,0.00004377777,0.0005184006,0.00002111708,0.0000798721,0.000004464805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002401822,"about_ca_system_score_gemma":0.000160479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001754788,"about_ca_topic_score_gemma":0.00005576281,"domain_scores_codex":[0.9988538,0.00003913946,0.000583606,0.0001374718,0.0002539412,0.0001320601],"domain_scores_gemma":[0.9993849,0.0002053984,0.00008988218,0.00005485125,0.0002159965,0.00004892074],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.01831149,0.000220546,0.001741098,0.0001062729,0.00012297,0.00002495319,0.002641391,0.8855781,0.04830461,0.04219468,0.0002164283,0.0005374691],"study_design_scores_gemma":[0.03548137,0.00137212,0.8483533,0.002528051,0.0002604515,0.001189486,0.0009301209,0.01457792,0.02924776,0.0176584,0.04690097,0.001500054],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9370722,0.0003872009,0.05915347,0.0005108505,0.002531327,0.0001874938,0.0001270123,0.000007304672,0.00002315315],"genre_scores_gemma":[0.995768,0.0003036117,0.003068624,0.0002689207,0.0005244176,0.00001129663,0.00003517673,0.0000107983,0.000009200444],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8710002,"threshold_uncertainty_score":0.39737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02384244954113282,"score_gpt":0.3001141436559938,"score_spread":0.276271694114861,"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."}}