{"id":"W4365444318","doi":"10.1080/22423982.2023.2199492","title":"We are all exposed, but some are more exposed than others","year":2023,"lang":"en","type":"article","venue":"International Journal of Circumpolar Health","topic":"Thermoregulation and physiological responses","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Defence Research and Development Canada","funders":"Ministerie van Defensie","keywords":"Cold weather; Cold stress; Cold climate; Extreme Cold; Environmental health; Arctic; Clothing; Variation (astronomy); The arctic; Environmental science; Medicine; Psychology; Meteorology; Climatology; Geography; Biology; Ecology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007324112,0.0003787072,0.0004682337,0.0006621214,0.002866897,0.002007798,0.0004263273,0.0009704248,0.01646899],"category_scores_gemma":[0.002579294,0.0002116751,0.0004892132,0.0006954803,0.001845707,0.002026256,0.002454866,0.001550721,0.003106677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005378667,"about_ca_system_score_gemma":0.0007200495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009778241,"about_ca_topic_score_gemma":0.007537211,"domain_scores_codex":[0.9987674,0.0003549867,0.00007079369,0.0002167552,0.0002320662,0.0003579596],"domain_scores_gemma":[0.9987161,0.000145005,0.0003468381,0.0001452793,0.0002167095,0.0004301296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006668592,0.0005823976,0.6118479,0.00082664,0.0007057887,0.005756413,0.08017133,0.0005626829,0.01872335,0.0165851,0.0232439,0.2403276],"study_design_scores_gemma":[0.00001995682,0.0007040716,0.5398445,0.001272376,0.000347247,0.01011003,0.1260722,0.0003675492,0.002573678,0.01403771,0.3044188,0.0002319386],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8930268,0.007584185,0.007621163,0.0152872,0.001474514,0.0001210811,0.0009167531,0.0002001127,0.07376818],"genre_scores_gemma":[0.9666245,0.004170293,0.002221805,0.005107256,0.0003788781,0.00007162539,0.0003023049,0.00005581129,0.02106745],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01646899,"threshold_uncertainty_score":0.05509418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08774892986016451,"score_gpt":0.3749645671253738,"score_spread":0.2872156372652093,"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."}}