{"id":"W2322537914","doi":"10.1061/41130(369)194","title":"Wind and Snow Loads—An International Perspective","year":2010,"lang":"en","type":"article","venue":"Structures Congress 2010","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Rowan Williams Davies & Irwin (Canada)","funders":"","keywords":"Snow; Consistency (knowledge bases); Perspective (graphical); Presentation (obstetrics); Meteorology; Wind tunnel; Wind force; Wind power; Computer science; Engineering; Geography; Aerospace engineering; Artificial intelligence; Electrical 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001409748,0.0005944712,0.0003509814,0.001591911,0.001356817,0.003369798,0.000387693,0.001409295,0.009552793],"category_scores_gemma":[0.001308563,0.0001699144,0.0003195029,0.002456047,0.001933574,0.004729278,0.001219411,0.002880551,0.001283247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001028765,"about_ca_system_score_gemma":0.001598853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005573545,"about_ca_topic_score_gemma":0.00891501,"domain_scores_codex":[0.9994035,0.0001968138,0.00005433527,0.00008948705,0.0001612787,0.00009461474],"domain_scores_gemma":[0.9991518,0.0002604292,0.00009939236,0.00006365456,0.0003337736,0.00009100156],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001095357,0.0001908087,0.006470749,0.000770926,0.00003402671,0.0004099137,0.002950585,0.002334344,0.001249048,0.6189635,0.0696624,0.2968542],"study_design_scores_gemma":[0.000006442292,0.0001330187,0.01272245,0.001280072,0.0000274843,0.0002688415,0.004879808,0.0004332028,0.000529483,0.04177685,0.9379157,0.00002678464],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01670962,0.1370134,0.006033611,0.07050352,0.006499527,0.00002437573,0.00036656,0.00005967407,0.7627898],"genre_scores_gemma":[0.4492469,0.360949,0.0103268,0.01286331,0.01061268,0.00009120577,0.0006542542,0.0001688397,0.155087],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.009552793,"threshold_uncertainty_score":0.03195733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006862745566663804,"score_gpt":0.2468850104250652,"score_spread":0.2400222648584014,"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."}}