{"id":"W4387259156","doi":"10.3390/textiles3040024","title":"Clothing Thermophysiological Comfort: A Textile Science Perspective","year":2023,"lang":"en","type":"article","venue":"Textiles","topic":"Thermoregulation and physiological responses","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Alberta","funders":"Mitacs","keywords":"Thermal comfort; Clothing; Environmental science; Architectural engineering; Evaporative cooler; Microclimate; Engineering; Meteorology; Ecology; Mechanical engineering; Geography","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000255894,0.0001147183,0.0002043698,0.0001456521,0.0002206095,0.00002555882,0.0001605239,0.00005882937,0.0009826105],"category_scores_gemma":[0.0006300712,0.00007360439,0.00009263046,0.0008018377,0.000621352,0.00007269052,0.0001054602,0.0001462977,0.0008036474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006906936,"about_ca_system_score_gemma":0.0001126693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000151614,"about_ca_topic_score_gemma":5.20098e-7,"domain_scores_codex":[0.9989138,0.00004024824,0.0001309349,0.0003149765,0.0002944345,0.0003056563],"domain_scores_gemma":[0.999229,0.0002379767,0.00004024593,0.0002476618,0.0001017839,0.0001433741],"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":[0.001143392,0.0001201521,0.000202093,0.00001291026,0.00002029014,0.00004389966,0.001724743,0.0001034095,0.9321135,0.03739729,0.0009724464,0.02614586],"study_design_scores_gemma":[0.0003263438,0.0002540859,0.9850154,0.00002944394,0.0000106553,0.00001362192,0.002012653,0.001936217,0.002567853,0.006295412,0.001422637,0.0001157018],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.983984,0.00004486474,0.00001489554,0.0004225336,0.00006309168,0.0001971065,0.000006544825,0.0004639848,0.01480299],"genre_scores_gemma":[0.9968098,0.00002218777,0.00007559299,0.0007221464,0.0001146727,0.00001685397,0.000008599191,0.00001119065,0.002219003],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9848133,"threshold_uncertainty_score":0.9999744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05261395875646301,"score_gpt":0.3913646788599783,"score_spread":0.3387507201035153,"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."}}