{"id":"W2081527230","doi":"10.1016/j.geomorph.2011.11.015","title":"Turbulent Reynolds stress and quadrant event activity in wind flow over a coastal foredune","year":2011,"lang":"en","type":"article","venue":"Geomorphology","topic":"Aeolian processes and effects","field":"Earth and Planetary Sciences","cited_by":51,"is_retracted":false,"has_abstract":false,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia; University of Guelph; University of Victoria","funders":"Natural Sciences and Engineering Research Council of Canada; Rural Development Administration; Parks Canada; National Science Foundation","keywords":"Geology; Reynolds stress; Turbulence; Foredune; Streamlines, streaklines, and pathlines; Geomorphology; Aeolian processes; Mechanics; Meteorology; Physics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001807747,0.0001340024,0.0002057892,0.00006642327,0.00005795382,0.00001190662,0.0001094309,0.0001133597,0.002472776],"category_scores_gemma":[0.00001651525,0.0001103121,0.00002949801,0.0001069696,0.0001402484,0.000134872,0.00002524067,0.0001549945,0.0000661528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003205249,"about_ca_system_score_gemma":0.00003424,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01273686,"about_ca_topic_score_gemma":0.02817203,"domain_scores_codex":[0.9990361,0.00006802894,0.0001354932,0.0002863928,0.0001021298,0.000371869],"domain_scores_gemma":[0.9996284,0.00005363121,0.00005834591,0.0001351463,0.00001364594,0.0001108025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004064349,0.00009032066,0.9782871,0.00007310181,0.00001728652,0.0006748579,0.001104429,0.0007110824,0.00009029314,0.00002968933,0.0003997123,0.01811571],"study_design_scores_gemma":[0.0006319923,0.0003567036,0.9805494,0.00002515079,0.000009107581,0.0001758664,0.00008427102,0.01670031,0.0004291121,0.0005104222,0.0003764213,0.0001512405],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983231,0.0002664056,0.0001865252,0.0001648427,0.0001921879,0.0001536385,0.0001357492,0.00001577632,0.0005617374],"genre_scores_gemma":[0.9993059,0.00005838217,0.0002817863,0.0001581287,0.00004109918,0.000001526531,0.00006043631,0.000003641733,0.00008906737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01796447,"threshold_uncertainty_score":0.9984391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01400935288313941,"score_gpt":0.2097345856217401,"score_spread":0.1957252327386007,"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."}}