{"id":"W2323259443","doi":"10.3130/aije.75.585","title":"A STUDY ON THE RELATIONSHIP BETWEEN THERMAL COGNITION OF ROOM SPACE CONTROLLED BY HIGH-TEMPERATURE RADIANT COOLING PANEL COMBINED WITH NATURAL VENTILATION AND HUMAN-BODY EXERGY BALANCE","year":2010,"lang":"en","type":"article","venue":"Journal of Environmental Engineering (Transactions of AIJ)","topic":"Building Energy and Comfort Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Optech (Canada)","funders":"","keywords":"Radiant cooling; Exergy; Environmental science; Thermal comfort; Operative temperature; Mean radiant temperature; Natural ventilation; Ceiling (cloud); Thermal; Air conditioning; Relative humidity; Radiative cooling; Meteorology; Atmospheric sciences; Ventilation (architecture); Thermodynamics; Physics; Ecology; Climate change","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":[0.000158747,0.0001368195,0.0002491624,0.00010793,0.00008453553,0.00001682003,0.0000797562,0.0000762666,0.0000141624],"category_scores_gemma":[0.00001213677,0.0001031972,0.00005794598,0.00009151838,0.00003347614,0.00019099,0.000002813054,0.0004855687,1.101138e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002731469,"about_ca_system_score_gemma":0.000005301783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003484118,"about_ca_topic_score_gemma":0.000001844498,"domain_scores_codex":[0.9992889,0.00002138408,0.0003265244,0.00007389232,0.0001962233,0.00009313277],"domain_scores_gemma":[0.9994811,0.0001948497,0.0001623655,0.0001057389,0.00001681336,0.00003906209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0002097194,0.0001295959,0.004720686,0.00001610605,0.0001908884,0.000001702843,0.0001373327,0.6933361,0.3011239,0.0000978802,0.000004017997,0.00003201895],"study_design_scores_gemma":[0.01076326,0.001787098,0.8020958,0.0003542147,0.0006693298,0.00005347758,0.0005528575,0.04112964,0.1421004,0.00002655006,0.00001442756,0.0004529592],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925853,0.00007691127,0.006933104,0.00002859338,0.0001497432,0.0001850694,0.0000184844,0.00001775713,0.000005014134],"genre_scores_gemma":[0.9994392,0.00001370648,0.0004424589,0.00000221511,0.00004220289,0.00000830015,0.00001295479,0.00002434559,0.00001456826],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7973751,"threshold_uncertainty_score":0.4208262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005348644343915849,"score_gpt":0.1772666661340389,"score_spread":0.171918021790123,"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."}}