{"id":"W3007719777","doi":"10.1364/ao.382050","title":"Improving thermo-optic properties of smart windows via coupling to radiative coolers","year":2020,"lang":"en","type":"article","venue":"Applied Optics","topic":"Thermal Radiation and Cooling Technologies","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"Canada Research Chairs","keywords":"Radiative transfer; Radiative cooling; Optics; Evaporative cooler; Physics; Materials science; Thermodynamics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0000533204,0.0001444771,0.0001974272,0.00005236135,0.00003659799,0.00002033241,0.0002155961,0.00008200559,0.000009017491],"category_scores_gemma":[0.00004633876,0.0001382949,0.00003401445,0.0002169976,0.00004241132,0.00003984811,0.00005627239,0.0001588255,0.00005663251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003630481,"about_ca_system_score_gemma":0.00001660864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003563815,"about_ca_topic_score_gemma":0.000001233222,"domain_scores_codex":[0.9993212,0.000002408686,0.0002170772,0.0001400243,0.0001183379,0.0002009058],"domain_scores_gemma":[0.9996575,0.00002421238,0.00004419345,0.0001666756,0.00002969485,0.00007776059],"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":[0.00003532573,0.000007035659,0.00001842237,0.00008102284,0.00004149713,0.000001072099,0.001362171,0.7223287,0.2692918,0.001926454,0.000041464,0.004865054],"study_design_scores_gemma":[0.0002132285,0.00005197534,0.00007002629,0.00001447937,0.00001898254,4.648894e-7,0.0007109959,0.7469516,0.2515937,0.00004613671,0.0001457729,0.0001826469],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9048505,0.0002721418,0.09101608,0.0002991248,0.0001305176,0.0005206064,0.000007036191,0.001198626,0.001705326],"genre_scores_gemma":[0.9949542,0.00001678851,0.004731541,0.0001686386,0.00004440133,0.00003707701,0.000001237966,0.00003954089,0.000006610574],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09010362,"threshold_uncertainty_score":0.5639501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01506761376020167,"score_gpt":0.1830504958896737,"score_spread":0.167982882129472,"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."}}