{"id":"W7100416355","doi":"","title":"Applicability of daylighting computer modeling in real case studies: Comparison between measured and simulated daylight availability and lighting consumption. Building and Environment","year":2007,"lang":"en","type":"article","venue":"","topic":"Building Energy and Comfort Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Daylight; Daylighting; Electric light; Energy consumption; Task (project management); Agency (philosophy); Efficient energy use; European commission","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":[0.0153826,0.0006355679,0.0005897493,0.001580907,0.0004864861,0.00203932,0.00153062,0.001068549,0.003972687],"category_scores_gemma":[0.05730202,0.0005528964,0.001367106,0.00261162,0.0005068784,0.001813607,0.00114232,0.0008875504,0.0005893779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002661778,"about_ca_system_score_gemma":0.001215486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01399873,"about_ca_topic_score_gemma":0.01419452,"domain_scores_codex":[0.9825224,0.01350829,0.0006772651,0.001047814,0.001983746,0.0002605746],"domain_scores_gemma":[0.9165502,0.06760829,0.003241224,0.005372155,0.006831609,0.0003966089],"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":[0.003248584,0.00293086,0.1337178,0.002056614,0.001244006,0.001006079,0.005430252,0.6037128,0.005747639,0.01119717,0.01361188,0.2160964],"study_design_scores_gemma":[0.0003845519,0.002863259,0.1504155,0.0005185682,0.0005126919,0.000488161,0.006618232,0.8019477,0.01172142,0.008694149,0.0155856,0.0002501634],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8750914,0.00129756,0.09574702,0.0006126938,0.0001573544,0.001534162,0.005032127,0.0004837511,0.02004394],"genre_scores_gemma":[0.9543345,0.0004507649,0.04043356,0.0000704391,0.00001871791,0.0008968216,0.00240592,0.00007234702,0.001316931],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0153826,"threshold_uncertainty_score":0.08135194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04942176112367325,"score_gpt":0.2817317655284227,"score_spread":0.2323100044047495,"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."}}