{"id":"W7096893050","doi":"","title":"AN INTEGRATED STUDY OF RADIANT SLAB COOLING SYSTEMS THROUGH EXPERIMENT AND BUILDING SIMULATION","year":2015,"lang":"en","type":"article","venue":"","topic":"Thermal Radiation and Cooling Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Radiant cooling; Slab; Radiant heating; Passive cooling; Thermal comfort; Building energy simulation; Radiant energy; Water cooling; Operative temperature; Building management system","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008949366,0.0004852775,0.0007231895,0.0003259954,0.0003725636,0.0006825491,0.0006626349,0.0006399921,0.001018368],"category_scores_gemma":[0.001203454,0.0003205628,0.0005052005,0.0003637392,0.0005708,0.0007614535,0.0004147915,0.0006092228,0.00009496732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008281762,"about_ca_system_score_gemma":0.0007395624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008799456,"about_ca_topic_score_gemma":0.005875147,"domain_scores_codex":[0.9996468,0.0001194677,0.0000154219,0.00005088982,0.0001020515,0.00006549792],"domain_scores_gemma":[0.9990803,0.0005795,0.00005471527,0.0001065834,0.0001418728,0.0000371167],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005159657,0.001033605,0.006506575,0.0001172864,0.00005181588,0.00006095367,0.0001719239,0.9502067,0.02698514,0.001844183,0.0001926314,0.01231327],"study_design_scores_gemma":[0.0001004617,0.0005534795,0.00241366,0.000007275632,0.00002787033,0.000009011545,0.000050974,0.9807673,0.01531019,0.0002573945,0.0004825974,0.00001979915],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.974268,0.0001105385,0.02003814,0.00007259364,0.00001900233,0.0001254865,0.0001772519,0.0002088077,0.004980204],"genre_scores_gemma":[0.991647,0.00005146554,0.00773044,0.000006803121,0.00000345121,0.00007016027,0.00006206544,0.00001837587,0.0004101866],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008799456,"threshold_uncertainty_score":0.01749647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04149453154685764,"score_gpt":0.2981161292920994,"score_spread":0.2566215977452417,"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."}}