{"id":"W4280519275","doi":"10.1016/j.jweia.2022.105000","title":"Sensitivity of typhoon wind hazard in coastal region to the track modelling and the considered historical best track database","year":2022,"lang":"en","type":"article","venue":"Journal of Wind Engineering and Industrial Aerodynamics","topic":"Tropical and Extratropical Cyclones Research","field":"Earth and Planetary Sciences","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada; China Scholarship Council; Western University","keywords":"Typhoon; Track (disk drive); Advection; Meteorology; Tropical cyclone; Autoregressive model; Environmental science; Climatology; Statistics; Computer science; Geography; Mathematics; Geology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001991853,0.0003714476,0.0004341034,0.0008239673,0.0002786522,0.001360337,0.0005694472,0.0008323055,0.001327306],"category_scores_gemma":[0.006835052,0.0002943958,0.0008188807,0.0009062026,0.0003925193,0.00103468,0.0004336181,0.0005484573,0.0001686151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000818275,"about_ca_system_score_gemma":0.000625552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04193052,"about_ca_topic_score_gemma":0.01697519,"domain_scores_codex":[0.9993426,0.0001647713,0.00005755501,0.0002178123,0.00007889859,0.0001383961],"domain_scores_gemma":[0.9952009,0.002827949,0.0005755005,0.0005866263,0.0005045931,0.0003044768],"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":[0.0008839327,0.0001389391,0.358,0.0000934615,0.0004916147,0.0003459041,0.00006647041,0.6285982,0.003235616,0.0004074481,0.001281098,0.006457318],"study_design_scores_gemma":[0.00005404937,0.0002050713,0.3988224,0.00003668586,0.00024413,0.0002169857,0.0002960371,0.5963058,0.002640673,0.0003343832,0.0007908504,0.00005296869],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966044,0.0001510118,0.0006019422,0.0001113868,0.00002089402,0.000007298662,0.001956377,0.00006782654,0.000478811],"genre_scores_gemma":[0.9979718,0.00004793003,0.0001612399,0.00001066675,0.00000630957,0.000002158832,0.001678713,0.000008729923,0.0001124234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04193052,"threshold_uncertainty_score":0.08337295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04354307693513347,"score_gpt":0.2162492908262957,"score_spread":0.1727062138911622,"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."}}