{"id":"W2132999186","doi":"10.1016/j.enbuild.2006.03.006","title":"Development and validation of a Radiance model for a translucent panel","year":2006,"lang":"en","type":"article","venue":"Energy and Buildings","topic":"Building Energy and Comfort Optimization","field":"Engineering","cited_by":234,"is_retracted":false,"has_abstract":false,"ca_institutions":"National Research Council Canada","funders":"Kommission für Technologie und Innovation; National Research Council Canada; École Polytechnique Fédérale de Lausanne","keywords":"Radiance; Daylight; Facade; Sky; Mean squared error; Remote sensing; Integrating sphere; Optics; Sky brightness; Environmental science; Meteorology; Statistics; Mathematics; Physics; Engineering; Geology; Structural engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003676705,0.0006668704,0.0006480038,0.0002872369,0.0004511551,0.000722332,0.001462205,0.001217831,0.002897208],"category_scores_gemma":[0.0008245446,0.0005302611,0.0008180104,0.0003327657,0.0003098022,0.0008013261,0.000449953,0.0007911081,0.001043899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006108176,"about_ca_system_score_gemma":0.0008958704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01066478,"about_ca_topic_score_gemma":0.007197338,"domain_scores_codex":[0.9997489,0.00004439862,0.000009541202,0.00004536663,0.0001245998,0.00002724529],"domain_scores_gemma":[0.9996651,0.000103686,0.00003514613,0.000065152,0.0001134206,0.00001736753],"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":[0.0000201659,0.00003542187,0.0003192401,0.0000338102,0.000009364886,0.0000448264,0.00002813792,0.980855,0.01144626,0.0006659634,0.0002933157,0.00624844],"study_design_scores_gemma":[0.000008186236,0.00002636455,0.000218493,0.000003244233,0.00000538645,0.00001282707,0.000006392177,0.9940367,0.004715567,0.0001222196,0.0008380256,0.000006547184],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1791348,0.0002210167,0.7997035,0.0001960764,0.00008448202,0.0002149692,0.0006439154,0.002195386,0.0176059],"genre_scores_gemma":[0.898333,0.0002131512,0.09148158,0.0000658037,0.00001604581,0.0001923117,0.00059314,0.0004464566,0.008658529],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01066478,"threshold_uncertainty_score":0.02120543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01297375021434127,"score_gpt":0.1813582892971277,"score_spread":0.1683845390827864,"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."}}