{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003829389,0.0001081065,0.000184663,0.0002147102,0.00008584539,0.00001518942,0.0001684733,0.0001450644,0.000218001],"category_scores_gemma":[0.0008947166,0.00005780161,0.00001909144,0.0002507498,0.0001623598,0.00002883471,0.00005696217,0.0001978768,0.00003034023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002073771,"about_ca_system_score_gemma":0.0001528837,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01473964,"about_ca_topic_score_gemma":0.1401421,"domain_scores_codex":[0.9990781,0.000128984,0.0001566419,0.0002399352,0.0001109461,0.0002854014],"domain_scores_gemma":[0.9991244,0.0003389899,0.00003272533,0.0002963973,0.00008327755,0.0001242219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0008484553,0.0001305598,0.2229505,0.00004344869,0.00006113087,0.0001344815,0.002167121,3.305368e-7,0.05227754,0.2909831,0.00006010392,0.4303432],"study_design_scores_gemma":[0.0006772603,0.0004279948,0.9781871,0.0001620874,0.0000104248,0.00004176709,0.0007837562,0.000004151072,0.0003703789,0.01592477,0.003304896,0.0001054532],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9029321,0.00003797983,0.0001677672,0.09565494,0.00006281625,0.0003157946,0.000004083674,0.00004852465,0.0007759708],"genre_scores_gemma":[0.9973249,0.0000259115,0.0002883629,0.002134571,0.00001361659,0.00004902767,0.000001942516,0.000006170038,0.0001554478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7552365,"threshold_uncertainty_score":0.9918213,"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."}}