{"id":"W1572910123","doi":"10.1186/2046-7648-4-s1-a16","title":"Comparison of thermal manikins to human thermoregulatory responses","year":2015,"lang":"en","type":"article","venue":"Extreme Physiology & Medicine","topic":"Thermoregulation and physiological responses","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Community Sector Council Newfoundland and Labrador","funders":"","keywords":"Immersion (mathematics); Human physiology; Certification; Thermal manikin; Computer science; Simulation; Medicine; Thermal insulation; Materials science; Nanotechnology; Mathematics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004593867,0.0002601017,0.0009498385,0.0002188042,0.00007206826,0.000002080668,0.0002215017,0.0001536787,0.001659753],"category_scores_gemma":[0.0006730608,0.0001707741,0.000113886,0.0002946822,0.00062339,0.00003643742,0.00007321041,0.0002228411,0.00009104456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005632068,"about_ca_system_score_gemma":0.0001098204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004480336,"about_ca_topic_score_gemma":0.000004417197,"domain_scores_codex":[0.9979361,0.000362223,0.0005817089,0.0003855668,0.0004032014,0.0003312387],"domain_scores_gemma":[0.9981663,0.0003050265,0.0002065949,0.0006129905,0.0002642116,0.0004448751],"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":[0.007896955,0.0002951434,0.004479958,0.0000285003,0.00006712302,0.000009187272,0.001993882,0.00003910499,0.970939,0.001436291,0.006360008,0.006454868],"study_design_scores_gemma":[0.002145848,0.002655911,0.9593652,0.0001412111,0.00007442301,0.00001047095,0.0007665854,0.00006345145,0.02678389,0.0004437939,0.007390122,0.0001590867],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918159,0.0005618492,0.000039513,0.001545905,0.0001919533,0.0003962094,0.000005911948,0.000106228,0.005336564],"genre_scores_gemma":[0.9955171,0.000003145861,0.0001704053,0.001789315,0.0005419646,0.00002169983,0.00004593091,0.00003044009,0.001880037],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9548852,"threshold_uncertainty_score":0.9992529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.237321146063261,"score_gpt":0.4240453170336829,"score_spread":0.1867241709704218,"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."}}