{"id":"W4391333774","doi":"10.1016/j.jweia.2024.105650","title":"Assessing Holland’s wind pressure profile parameters used for tropical cyclone wind field modelling","year":2024,"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":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada; Harbin Institute of Technology","keywords":"Tropical cyclone; Meteorology; Maximum sustained wind; Environmental science; Cyclone (programming language); Wind speed; Atmospheric sciences; Climatology; Wind shear; Geology; Wind gradient; Geography; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002603173,0.0001894203,0.0003584161,0.0001541049,0.0001035212,0.0004958893,0.0001682428,0.0002839042,0.00006082487],"category_scores_gemma":[0.0001894115,0.0001381769,0.0001554539,0.0002084774,0.00004073814,0.0004933016,0.000014497,0.0008817574,0.000002854203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009575174,"about_ca_system_score_gemma":0.00009904397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001501823,"about_ca_topic_score_gemma":0.00002370921,"domain_scores_codex":[0.9985285,0.00004349398,0.0004629162,0.0002220594,0.0003512889,0.0003917079],"domain_scores_gemma":[0.9988322,0.0006759185,0.00007360886,0.00009171978,0.00005541908,0.0002710962],"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":[0.0002307951,0.00002499076,0.03723023,0.0001745153,0.00018809,0.00006618641,0.00009110892,0.937185,0.0003872326,0.0001201758,0.000234027,0.02406767],"study_design_scores_gemma":[0.0008607536,0.0007439689,0.01986964,0.0002498806,0.0001028711,0.00008702094,0.00005736803,0.9700956,0.00008264004,0.0001660394,0.007457249,0.0002269024],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9716032,0.0009957685,0.02527745,0.0007159814,0.001122702,0.0001735945,0.00004580257,0.00002948529,0.00003605128],"genre_scores_gemma":[0.9930379,0.0000905161,0.005449521,0.00001840385,0.001306413,3.390899e-7,0.00001573327,0.00001151222,0.0000696343],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03291069,"threshold_uncertainty_score":0.5634689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04233965947109604,"score_gpt":0.2579028042024784,"score_spread":0.2155631447313824,"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."}}