{"id":"W7097373236","doi":"","title":"PHYSICAL TECHNIQUES FOR DETERMINING THE RESISTANCE TO HEAT TRANSFER PROVIDED BY CLOTHING","year":2014,"lang":"en","type":"article","venue":"","topic":"Textile materials and evaluations","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Clothing; Thermal resistance; Heat transfer; Flow resistance; Thermal manikin; Thermal insulation; Heat exchanger; Heat flow; Diffusion","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006321491,0.00009562742,0.0001385572,0.00001471485,0.0002419249,0.0001757853,0.0002182837,0.00002798452,0.00008479097],"category_scores_gemma":[0.0001426117,0.00005881941,0.00004077459,0.00004823113,0.00002965381,0.0001241338,0.00002496516,0.00002604564,0.00003922259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000186636,"about_ca_system_score_gemma":0.00001554109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001913303,"about_ca_topic_score_gemma":0.00005793769,"domain_scores_codex":[0.9991707,0.00007403112,0.0001657263,0.0002237044,0.0001531297,0.0002126742],"domain_scores_gemma":[0.9994618,0.0001991845,0.000008900481,0.0002199246,0.00006496021,0.00004519002],"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":[0.00002201587,0.00001996763,0.000004358362,0.00001541947,8.530694e-7,1.570097e-8,0.0005152545,0.000004486571,0.9860773,0.003507079,0.008690958,0.001142297],"study_design_scores_gemma":[0.0001326034,0.00008525047,0.00007807103,0.0000198924,0.00001025451,1.539959e-7,0.00002915251,0.0004265064,0.9522619,0.00114688,0.04570143,0.0001079161],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8794009,0.00000339934,0.1152954,0.002580684,0.0001374964,0.0007447724,0.0000322801,0.0001958726,0.001609124],"genre_scores_gemma":[0.989432,3.464066e-7,0.008109348,0.001230776,0.0001920341,0.000419839,0.000004102796,0.00001676197,0.0005947468],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1100311,"threshold_uncertainty_score":0.2398586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02142827461450768,"score_gpt":0.299137639855206,"score_spread":0.2777093652406983,"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."}}