{"id":"W3138887123","doi":"10.1029/2020jf005959","title":"The Influence of Slipface Angle on Fluvial Dune Growth","year":2021,"lang":"en","type":"article","venue":"Journal of Geophysical Research Earth Surface","topic":"Hydrology and Sediment Transport Processes","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Agence Nationale de la Recherche","keywords":"Geology; Sediment; Bed load; Sediment transport; Fluvial; Geomorphology; Sand dune stabilization; Flow (mathematics); Turbulence; Flow velocity; Bedform; Hydrology (agriculture); Geotechnical engineering; Geometry; Mechanics; Physics; Structural basin","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":[0.000106439,0.0001620967,0.0001480752,0.0002886923,0.0001559894,0.000499929,0.00008760711,0.0001523187,0.0005463887],"category_scores_gemma":[0.000467562,0.0001058553,0.0001130978,0.0001129389,0.0002744973,0.0001409419,0.0002319364,0.000237107,0.000066683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002977372,"about_ca_system_score_gemma":0.0001228114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002313334,"about_ca_topic_score_gemma":0.002305993,"domain_scores_codex":[0.999926,0.00001198017,0.00000412087,0.00001690248,0.00001746067,0.00002357651],"domain_scores_gemma":[0.9996056,0.0001431482,0.00009032603,0.00002049425,0.00005379364,0.00008670571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0005198637,0.00008766077,0.2089815,0.00004284105,0.00003256183,0.0002959077,0.0001907521,0.004305578,0.7717645,0.0001220825,0.0001180972,0.01353856],"study_design_scores_gemma":[0.000004892083,0.0001257449,0.9509741,0.000003712307,0.000009055871,0.00007541809,0.0001568209,0.007962123,0.04043353,0.00005005644,0.0001947219,0.000009837747],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996474,0.00002039631,0.0001382995,0.00000330839,0.000001351737,8.673902e-7,0.00002137016,0.000004822929,0.0001621514],"genre_scores_gemma":[0.9998891,0.000009867326,0.00004850628,0.000001609525,5.365598e-7,8.011539e-7,0.00001171682,0.00000105464,0.00003674957],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002313334,"threshold_uncertainty_score":0.00459969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01950822626779095,"score_gpt":0.2951387310746704,"score_spread":0.2756305048068795,"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."}}