{"id":"W2333759836","doi":"10.1061/9780784412626.040","title":"Wind Loads on Low Profile Tilted Solar Arrays Placed on Low-Rise Building Roofs","year":2012,"lang":"en","type":"article","venue":"","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Tilt (camera); Roof; Wind tunnel; Low-rise; Wind engineering; Wind direction; Wind speed; Geometry; Optics; Materials science; Environmental science; Geology; Mechanics; Meteorology; Structural engineering; Physics; Engineering; Mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001852053,0.0004063877,0.0005025769,0.0002855291,0.0003138435,0.0003812249,0.0002670252,0.0003051822,0.001483268],"category_scores_gemma":[0.0007964335,0.0002525436,0.0003030811,0.0002226457,0.0003650754,0.0003281654,0.0003499443,0.0002846777,0.000270754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002440154,"about_ca_system_score_gemma":0.0002162474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001448215,"about_ca_topic_score_gemma":0.002107921,"domain_scores_codex":[0.9997694,0.00002890698,0.00001079277,0.00003494797,0.000101119,0.00005483222],"domain_scores_gemma":[0.9993439,0.0002770282,0.00006569807,0.00007221683,0.0001542796,0.00008693834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002149529,0.0003492705,0.02611021,0.0001528415,0.00007050857,0.0005843217,0.0002658521,0.1764423,0.771601,0.0002529613,0.000352268,0.02166892],"study_design_scores_gemma":[0.000180772,0.00498339,0.2095526,0.00004002843,0.0001640638,0.000256437,0.001095155,0.293846,0.4883469,0.0004126624,0.001014968,0.0001071398],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986847,0.00001005623,0.0009148216,0.000005136672,0.000005102029,0.000004360073,0.0000392568,0.00002479421,0.0003117021],"genre_scores_gemma":[0.9992983,0.00002164826,0.0003629726,0.000003244585,0.000001642392,0.000003771258,0.00005248803,0.000007000488,0.000248863],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001483268,"threshold_uncertainty_score":0.004962027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01017072069463068,"score_gpt":0.2242707533342363,"score_spread":0.2141000326396056,"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."}}