{"id":"W2019315612","doi":"10.1080/00167223.2004.10649502","title":"Rates of Landward Sand Transport over the Foredune at Skallingen, Denmark and the Role of Dune Ramps","year":2004,"lang":"en","type":"article","venue":"Geografisk Tidsskrift-Danish Journal of Geography","topic":"Aeolian processes and effects","field":"Earth and Planetary Sciences","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Foredune; Sedimentary budget; Accretion (finance); Geology; Sediment transport; Aeolian processes; Crest; Sediment; Bedform; Geomorphology; Beach morphodynamics; Storm; Deposition (geology); Hydrology (agriculture); Oceanography; Geotechnical engineering; 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":[0.001300257,0.0002557948,0.0005930635,0.0001815067,0.0002875082,0.00004452946,0.0005209913,0.0001174691,0.0002410716],"category_scores_gemma":[0.00004770331,0.0001328351,0.0004931514,0.0005460203,0.0009938315,0.0002371553,0.00002578578,0.0003264457,0.000004251541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002828645,"about_ca_system_score_gemma":0.00007697412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001550859,"about_ca_topic_score_gemma":0.0008904575,"domain_scores_codex":[0.9979237,0.0001152838,0.0007517615,0.0002008492,0.0006177051,0.0003906605],"domain_scores_gemma":[0.9982508,0.0003529704,0.000761528,0.0002403653,0.0002239603,0.0001703256],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001012138,0.00004672898,0.9864927,0.0000848303,0.0003206311,0.00002187619,0.001067248,0.00292972,0.0001130144,0.0001077374,0.00006760895,0.007735755],"study_design_scores_gemma":[0.003556585,0.0006301293,0.9762231,0.0001758665,0.0003671105,0.000271016,0.0007874563,0.0002863392,0.002348994,0.01063972,0.004504804,0.000208856],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9652373,0.03292872,0.0001312177,0.0003491124,0.0001852047,0.0002637719,0.00007168471,0.000006929068,0.0008261257],"genre_scores_gemma":[0.9943453,0.004874504,0.0004476352,0.0001418448,0.0001512523,0.000001390745,0.00001483181,0.00000931602,0.0000139233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02910807,"threshold_uncertainty_score":0.5416858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003778511433277179,"score_gpt":0.1899613376642671,"score_spread":0.1861828262309899,"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."}}