{"id":"W2903856284","doi":"10.1201/9780203740965-12","title":"Reliability of low-rise buildings: experimental wind load modeling vs. building codes","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reliability (semiconductor); Low-rise; Wind engineering; Structural engineering; Reliability engineering; Computer science; Environmental science; Architectural engineering; Engineering; Physics","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":[0.001359621,0.0003846614,0.0003731736,0.000919159,0.0001850321,0.0005977189,0.001032883,0.0004451357,0.002450668],"category_scores_gemma":[0.00518703,0.0001862014,0.0003626549,0.001140538,0.0003642977,0.0008399,0.0004002839,0.0004144475,0.0008798858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004955541,"about_ca_system_score_gemma":0.0001822891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003010811,"about_ca_topic_score_gemma":0.003102704,"domain_scores_codex":[0.9988703,0.000437795,0.00004925051,0.000153723,0.0004276386,0.00006122344],"domain_scores_gemma":[0.9930083,0.004861658,0.0002792604,0.0009863084,0.0007977861,0.00006681711],"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":[0.0008105548,0.0006872574,0.05606887,0.0003694413,0.00008707731,0.0002379974,0.001083685,0.7793771,0.01852988,0.005818858,0.003959934,0.1329694],"study_design_scores_gemma":[0.00003492712,0.0008157658,0.06401639,0.0000696757,0.00006551496,0.0001806451,0.0004147158,0.8925506,0.03443517,0.004122324,0.003227385,0.00006683071],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9539827,0.0004885711,0.03105677,0.00006295284,0.00001866047,0.00004599478,0.001394931,0.0004736671,0.01247587],"genre_scores_gemma":[0.9927649,0.0001187927,0.004018516,0.00000568599,0.000005993084,0.00002175433,0.001437846,0.00008215362,0.001544357],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003010811,"threshold_uncertainty_score":0.008198321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01415883109842496,"score_gpt":0.2380961008528395,"score_spread":0.2239372697544145,"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."}}