{"id":"W2137272106","doi":"10.1177/0040517514542864","title":"Thermal sensors for performance evaluation of protective clothing against heat and fire: a review","year":2014,"lang":"en","type":"review","venue":"Textile Research Journal","topic":"Thermoregulation and physiological responses","field":"Medicine","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Clothing; Textile; Heat flux; Hazardous waste; Personal protective equipment; Architectural engineering; Thermal; Environmental science; Mechanical engineering; Computer science; Engineering; Forensic engineering; Automotive engineering; Heat transfer; Materials science; Waste management; Coronavirus disease 2019 (COVID-19); Composite material","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":[0.01296365,0.0002101485,0.001345054,0.0001992502,0.0002413857,0.00002884491,0.0001446027,0.0001830818,0.0002742478],"category_scores_gemma":[0.005053622,0.0001246507,0.000355478,0.0002919926,0.0002007385,0.00006729089,0.00005877779,0.001099024,0.00001328557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002122635,"about_ca_system_score_gemma":0.0009995872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001526693,"about_ca_topic_score_gemma":9.641763e-8,"domain_scores_codex":[0.9950869,0.00245437,0.0006529267,0.0002491771,0.001212208,0.0003444264],"domain_scores_gemma":[0.9966278,0.001281828,0.0002902526,0.0002518505,0.001335312,0.0002129776],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002848422,0.00003626563,4.331435e-7,0.03341583,0.00009335664,0.000002114029,0.00004354454,0.00001335459,0.00007056633,0.000006938415,0.0003269243,0.9657058],"study_design_scores_gemma":[0.001401558,0.001705876,0.001023816,0.2483482,0.0009732253,0.0003815683,0.00003157574,0.008202462,0.00002057168,0.00008361338,0.7375539,0.0002736041],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01244026,0.9830638,0.000008489552,0.0001006498,0.00003159171,0.004022925,0.00001268475,0.000009959816,0.0003096841],"genre_scores_gemma":[0.004367388,0.9946342,0.0000782798,0.00005212534,0.0003372114,0.0002970432,0.00002039001,0.00003239436,0.0001809524],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9654322,"threshold_uncertainty_score":0.6050022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3190867184324737,"score_gpt":0.5214202223027694,"score_spread":0.2023335038702957,"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."}}