{"id":"W3110750738","doi":"10.1016/j.scitotenv.2020.144444","title":"Whole-island wind bifurcation and localized topographic steering: Impacts on aeolian dune dynamics","year":2020,"lang":"en","type":"article","venue":"The Science of The Total Environment","topic":"Aeolian processes and effects","field":"Earth and Planetary Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"Universidad de Las Palmas de Gran Canaria; Ulster University; Natural Environment Research Council; Sight Research UK","keywords":"Aeolian processes; Airflow; Geology; Prevailing winds; Turbulence; Wind direction; Climatology; Lidar; Wind speed; Meteorology; Oceanography; Geomorphology; Geography; Remote sensing","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":[0.0001491998,0.0003409822,0.0002500189,0.0002911834,0.0002416623,0.0008471648,0.0003208203,0.0006727486,0.001111877],"category_scores_gemma":[0.0004230532,0.0002051227,0.0004303474,0.0002538786,0.0002840014,0.0003670183,0.0004750417,0.0003098935,0.0001001154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006294856,"about_ca_system_score_gemma":0.0005378618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03105544,"about_ca_topic_score_gemma":0.02781061,"domain_scores_codex":[0.9999208,0.00001872481,0.000005225442,0.00002307161,0.000009380168,0.00002264691],"domain_scores_gemma":[0.9998419,0.00005919331,0.00002450358,0.00001608336,0.00002205853,0.00003615355],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0003556085,0.0002864091,0.3990273,0.00007436216,0.0001825215,0.0008611846,0.0002236069,0.5700023,0.01569175,0.0004279634,0.0002723251,0.01259471],"study_design_scores_gemma":[0.00005836193,0.0001754141,0.2535069,0.00001820951,0.0000613754,0.00008986291,0.0003839592,0.7436206,0.001589794,0.0001217767,0.0003484762,0.00002541431],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994216,0.00001557269,0.0001471813,0.00001620943,0.00000157398,0.000002527811,0.00005325882,0.00001097907,0.000331228],"genre_scores_gemma":[0.9996511,0.00002248581,0.0001341367,0.000003437672,6.878091e-7,0.000002826476,0.0000612067,0.000003266729,0.000120811],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03105544,"threshold_uncertainty_score":0.0617494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007042035271301829,"score_gpt":0.1794804081881617,"score_spread":0.1724383729168599,"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."}}