{"id":"W4401505101","doi":"10.1016/j.enconman.2024.118900","title":"Radiant vs. All-air cooling systems for highly glazed buildings: An experimental study on global and local thermal comfort","year":2024,"lang":"en","type":"article","venue":"Energy Conversion and Management","topic":"Building Energy and Comfort Optimization","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"École de Technologie Supérieure; Université du Québec à Montréal","funders":"China Scholarship Council","keywords":"Thermal comfort; Thermal; Architectural engineering; Environmental science; Radiant cooling; Meteorology; Radiant heating; Engineering; Materials science; Geography; Composite material","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":[0.0005237475,0.0005755122,0.0005214812,0.0002934168,0.0003742142,0.0004255692,0.0004970076,0.0003113579,0.003718277],"category_scores_gemma":[0.0007493536,0.0001445601,0.0004079675,0.0002701166,0.0005061026,0.0005093985,0.0002886937,0.0003143127,0.0002414712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002786477,"about_ca_system_score_gemma":0.0002349126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001839329,"about_ca_topic_score_gemma":0.002378005,"domain_scores_codex":[0.9997061,0.0001165807,0.0000112342,0.00004942205,0.00005239101,0.00006422087],"domain_scores_gemma":[0.9993213,0.0003687609,0.00005821611,0.000107777,0.00007723518,0.00006667079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0430358,0.007842037,0.01245684,0.0008073611,0.000260506,0.0002387223,0.0008614677,0.1580439,0.713126,0.002451662,0.0005668154,0.06030894],"study_design_scores_gemma":[0.003044437,0.07782289,0.1134631,0.00004665428,0.0007487822,0.0002217748,0.00208414,0.2506705,0.5478874,0.001536525,0.00234212,0.0001317242],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989671,0.00003566447,0.000578981,0.000005737807,0.000005617841,0.000008725329,0.00003096077,0.0000086256,0.0003587232],"genre_scores_gemma":[0.999141,0.0000264944,0.0003960788,0.00000361448,0.000003149964,0.000006530008,0.00002122473,0.000007785721,0.0003941513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003718277,"threshold_uncertainty_score":0.01243889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008881973678645155,"score_gpt":0.2255402112561328,"score_spread":0.2166582375774876,"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."}}