{"id":"W2558521927","doi":"10.4043/27332-ms","title":"Survival in the Canadian Arctic Recommended Clothing and Equipment to Survive Exposure","year":2016,"lang":"en","type":"article","venue":"Arctic Technology Conference","topic":"Thermoregulation and physiological responses","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"Transport Canada","keywords":"Arctic; Clothing; Cruise; The arctic; Environmental science; Search and rescue; Thermal protection; Aeronautics; Transit (satellite); Meteorology; Marine engineering; Computer science; Geography; Transport engineering; Engineering; Oceanography; Aerospace engineering; Geology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006022511,0.0003711205,0.0001506964,0.0005629277,0.001199155,0.0004378058,0.0005478199,0.0001908601,0.002238589],"category_scores_gemma":[0.00143703,0.00008985079,0.0003557049,0.0005494973,0.0001953518,0.0001436847,0.0003525087,0.00022629,0.0002322469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004877577,"about_ca_system_score_gemma":0.004923609,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7800384,"about_ca_topic_score_gemma":0.9147019,"domain_scores_codex":[0.9995752,0.00004806645,0.00003758429,0.00003297487,0.0002081272,0.00009804041],"domain_scores_gemma":[0.9988195,0.0000528902,0.0001789387,0.00002648486,0.0007903342,0.0001317281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007147538,0.0003657906,0.8406705,0.0007610851,0.0001358899,0.0007230067,0.002580062,0.005652963,0.01604637,0.0004329217,0.008528347,0.1233884],"study_design_scores_gemma":[0.000005861744,0.0004236762,0.9848801,0.0001161883,0.00004450808,0.0001659303,0.001896004,0.001100109,0.002622768,0.00003871401,0.008681995,0.00002412751],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9869343,0.00057222,0.001031221,0.000224896,0.00005074844,0.0001423152,0.001639839,0.00003021281,0.009374255],"genre_scores_gemma":[0.9921232,0.000540802,0.002905253,0.00006434109,0.000006655245,0.00005153289,0.0009108501,0.000005877459,0.003391569],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2199616,"threshold_uncertainty_score":0.4425139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04928924820489594,"score_gpt":0.2971480901697502,"score_spread":0.2478588419648542,"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."}}