{"id":"W2890815328","doi":"10.1002/ente.201800164","title":"Energy Savings Potential of a Novel Radiative Cooling and Solar Thermal Collection Concept in Buildings for Various World Climates","year":2018,"lang":"en","type":"article","venue":"Energy Technology","topic":"Thermal Radiation and Cooling Technologies","field":"Engineering","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Generalitat de Catalunya","keywords":"Radiative cooling; Radiative transfer; Common emitter; Environmental science; Temperate climate; Meteorology; Solar energy; Greenhouse gas; Architectural engineering; Engineering physics; Engineering; Geography; Physics; Geology; Optics; Electrical engineering","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":[0.0002134204,0.0002663422,0.0001850323,0.0003483214,0.0002576028,0.0004075733,0.0002836485,0.0001563357,0.001257639],"category_scores_gemma":[0.00009808443,0.0001042169,0.0002348141,0.000373212,0.0002774024,0.00031001,0.0002377586,0.0001188841,0.0001591172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002811623,"about_ca_system_score_gemma":0.0002141867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001002953,"about_ca_topic_score_gemma":0.001866582,"domain_scores_codex":[0.9999223,0.0000181957,0.000002286931,0.0000173606,0.00002266155,0.00001729523],"domain_scores_gemma":[0.9999504,0.00001472647,0.000006527873,0.000011349,0.00001241177,0.000004581108],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0009955638,0.0003137361,0.01471185,0.0005544958,0.0001009057,0.0005696049,0.0005031815,0.08822571,0.7210229,0.01924296,0.001374061,0.152385],"study_design_scores_gemma":[0.000119679,0.001438776,0.04316378,0.00004785132,0.0002214191,0.0008738733,0.0006344033,0.1417048,0.7807795,0.002632256,0.02830328,0.00008037966],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9578093,0.0006393983,0.02977132,0.00003799796,0.00001786636,0.00004175966,0.00009563843,0.0001645406,0.01142215],"genre_scores_gemma":[0.9947606,0.0001157822,0.004281448,0.000003621763,0.000003431071,0.00001324654,0.00002336339,0.000005791193,0.0007927265],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001257639,"threshold_uncertainty_score":0.004207194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005475173658693207,"score_gpt":0.2058348542008806,"score_spread":0.2003596805421874,"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."}}