{"id":"W2006995756","doi":"10.1016/j.margeo.2011.01.001","title":"The sand ridge field of the South Yellow Sea: Origin by river–sea interaction","year":2011,"lang":"en","type":"article","venue":"Marine Geology","topic":"Geological formations and processes","field":"Earth and Planetary Sciences","cited_by":102,"is_retracted":false,"has_abstract":false,"ca_institutions":"Bedford Institute of Oceanography","funders":"State Oceanic Administration","keywords":"Geology; Ridge; Marine transgression; Submarine pipeline; Beach ridge; Pleistocene; Sediment; Oceanography; Holocene; Quaternary; Sea level; Seabed; Geomorphology; Bathymetry; Paleontology; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001284085,0.0000608497,0.00007816735,0.00001544988,0.0001707789,0.000008424784,0.0002278836,0.00005353605,0.005292038],"category_scores_gemma":[0.00007961254,0.00002888168,0.00003467956,0.0001012689,0.0001650514,0.00006674429,0.00004696961,0.0001248128,0.0001274429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":8.438278e-7,"about_ca_system_score_gemma":0.00001380979,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007763567,"about_ca_topic_score_gemma":0.003271056,"domain_scores_codex":[0.9995134,0.00005655048,0.0001340859,0.00008526324,0.00006206505,0.0001486286],"domain_scores_gemma":[0.999536,0.0001893102,0.00007941166,0.0001361898,0.0000333059,0.00002573422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004248797,0.000007227146,0.972617,0.000005441527,0.000009182098,4.830418e-7,0.0002533,0.00002617336,0.000001367555,0.000148057,0.004123691,0.02276557],"study_design_scores_gemma":[0.0001304309,0.0001966274,0.8749281,0.00000196729,0.00001124541,0.00001316995,0.0001559131,0.0008693323,0.0006175879,0.006332603,0.1166749,0.00006817417],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9206527,0.00009513358,0.00008842228,0.001043373,0.0004751561,0.00007895396,0.00002112359,0.00001294599,0.07753215],"genre_scores_gemma":[0.9979544,0.00005825128,0.00009864329,0.0003213752,0.00002497654,0.000001119896,0.00003309,7.111392e-7,0.001507428],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1125512,"threshold_uncertainty_score":0.9988438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01792622843755965,"score_gpt":0.2121382444320291,"score_spread":0.1942120159944694,"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."}}