{"id":"W2610741326","doi":"","title":"Simplified Solar Optical Calculations For Windows With Venetian Blinds","year":2006,"lang":"en","type":"article","venue":"UWSpace (University of Waterloo)","topic":"Building Energy and Comfort Optimization","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Glazing; Solar gain; Fenestration; Window (computing); Solar energy; Radiation; Shading; Optics; Computer science; Environmental science; Engineering; Physics; Electrical engineering; Computer graphics (images)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00002973227,0.00007414624,0.000098871,0.00006911971,0.00009701449,0.00000811538,0.00008352008,0.00007204412,0.0000164519],"category_scores_gemma":[0.000001032822,0.0000814352,0.00004075728,0.0001050427,0.00003916955,0.0001020282,0.00001218028,0.00004762691,0.000001238856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002480685,"about_ca_system_score_gemma":0.00001033503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001584059,"about_ca_topic_score_gemma":0.005234929,"domain_scores_codex":[0.9996467,0.000004374653,0.00004690246,0.00009533299,0.00006840532,0.0001383057],"domain_scores_gemma":[0.9997808,0.00001424139,0.00001814517,0.0001145163,0.00003874102,0.00003351839],"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":[0.00002975367,0.00001820724,0.0004787516,0.00002113483,0.00002609788,0.000002328836,0.0006230206,0.9940812,0.001279001,0.002643391,0.0004201431,0.0003769603],"study_design_scores_gemma":[0.002506459,0.0002103249,0.009084728,0.00005846208,0.0001683963,0.000007442419,0.002772276,0.9678817,0.01101171,0.0006083717,0.00518558,0.0005045242],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8897753,0.00001472444,0.1092901,0.0001962792,0.00004178705,0.0001083011,0.00001051143,0.0001254576,0.0004375589],"genre_scores_gemma":[0.9593008,0.000003669556,0.03216987,0.000005154276,0.00003051685,6.276381e-7,0.00007103515,0.00001581929,0.00840256],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07712024,"threshold_uncertainty_score":0.3320831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006070982993679642,"score_gpt":0.1621520587792688,"score_spread":0.1560810757855892,"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."}}