{"id":"W2144654897","doi":"10.1191/0309133302pp325ra","title":"Dynamics of secondary airflow and sediment transport over and in the lee of transverse dunes","year":2002,"lang":"en","type":"article","venue":"Progress in Physical Geography Earth and Environment","topic":"Aeolian processes and effects","field":"Earth and Planetary Sciences","cited_by":253,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; University of Victoria","funders":"","keywords":"Airflow; Geology; Transverse plane; Sediment transport; Sediment; Secondary flow; Sedimentary rock; Curvature; Shear stress; Geomorphology; Geotechnical engineering; Meteorology; Mechanics; Engineering; Geometry; Paleontology; Turbulence; Physics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001093628,0.0001154619,0.0001929714,0.00005859087,0.00003091843,0.000006955642,0.0000606567,0.00003577252,0.00008181695],"category_scores_gemma":[6.535572e-7,0.00007929107,0.00004046258,0.0001064609,0.0004552794,0.00009489241,0.000006305122,0.0001118782,5.482211e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":4.718886e-7,"about_ca_system_score_gemma":0.000001971816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001257565,"about_ca_topic_score_gemma":0.0002221221,"domain_scores_codex":[0.9992862,0.00002892464,0.0001509886,0.000187991,0.0001726742,0.0001731832],"domain_scores_gemma":[0.9997625,0.00005350091,0.00004213438,0.00008339214,0.000001805633,0.00005660399],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003966174,0.0001133846,0.8481095,0.0001398911,0.00001034595,0.000006916559,0.0009108994,0.0002562474,0.000003233676,0.00002911642,7.448073e-7,0.1503801],"study_design_scores_gemma":[0.0005234566,0.0002764594,0.9713294,0.00003143304,0.00001780392,0.000002790971,0.0001773487,0.02689343,0.00004370674,0.0005188795,0.00009609413,0.00008922858],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932576,0.006127994,0.000006698456,0.0001757708,0.00001160724,0.000189369,0.00004895598,0.000002622262,0.0001793346],"genre_scores_gemma":[0.9977818,0.002025098,0.0001330314,0.00002835143,0.00001066099,0.000004004671,0.00001290101,0.000002087166,0.000002138017],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1502908,"threshold_uncertainty_score":0.3233396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004024414010735739,"score_gpt":0.1701118534920419,"score_spread":0.1660874394813062,"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."}}