{"id":"W2318650340","doi":"10.1061/41031(341)279","title":"Design Synthesis and Analysis of a Solar Chimney at KAUST","year":2009,"lang":"en","type":"article","venue":"Structures Congress 2009","topic":"Solar Energy Systems and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Rowan Williams Davies & Irwin (Canada)","funders":"","keywords":"Pedestrian; Architectural engineering; Engineering; Natural ventilation; Civil engineering; Thermal comfort; CONTEST; Transport engineering; Meteorology; Ventilation (architecture); Geography; Mechanical engineering","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":[0.00006981266,0.0001688367,0.0003898445,0.000324952,0.00005187592,0.00002470607,0.0001544957,0.0001530107,0.00005739717],"category_scores_gemma":[0.00005208258,0.0001418978,0.00007844887,0.0003972285,0.00005892085,0.00005916282,0.00002444291,0.000083262,0.00000102578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002274736,"about_ca_system_score_gemma":0.000004358195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001552328,"about_ca_topic_score_gemma":0.00002110771,"domain_scores_codex":[0.999276,0.00002426447,0.0002095233,0.0001703858,0.0001237224,0.0001960648],"domain_scores_gemma":[0.9994953,0.00007440093,0.00005550947,0.0003032979,0.00002731757,0.00004411808],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001708646,0.00005254792,0.03086382,0.0002832334,0.009592609,0.0001366002,0.001005899,0.4260836,0.1831433,0.01916006,0.006802818,0.3227047],"study_design_scores_gemma":[0.0005964733,0.0001823873,0.3154644,0.00009711881,0.002018261,0.00004625476,0.0001785963,0.08757378,0.5840845,0.006529297,0.002221174,0.001007673],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886914,0.004715453,0.00414237,0.0000395383,0.0002224264,0.000148723,0.00006075658,0.0005093399,0.001469996],"genre_scores_gemma":[0.9979246,0.0001664267,0.001789219,0.00001289762,0.00001688974,0.000005471932,0.000004929181,0.00001248014,0.00006703559],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4009413,"threshold_uncertainty_score":0.5786425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01017036392506912,"score_gpt":0.2073737801957972,"score_spread":0.197203416270728,"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."}}