{"id":"W3137169063","doi":"10.2112/jcoastres-d-20-00135.1","title":"Hydrodynamic Controls on the Particle Size of Resuspended Sediment from Sandy and Muddy Substrates in British Columbia, Canada","year":2021,"lang":"en","type":"article","venue":"Journal of Coastal Research","topic":"Hydrology and Sediment Transport Processes","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Flume; Sediment; Geology; Benthic zone; Turbulence; Drag coefficient; Dimensionless quantity; Drag; Hydrology (agriculture); Bay; Oceanography; Reynolds number; Bedform; Turbulence kinetic energy; Sediment transport; Geomorphology; Environmental science; Geotechnical engineering; Flow (mathematics); Physics; Mechanics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00121317,0.00004901392,0.0001853841,0.000008512029,0.0001024986,0.00005919837,0.0001790584,0.00004085629,0.0023817],"category_scores_gemma":[0.0003870444,0.00004950617,0.00002717553,0.000207499,0.0002760181,0.0001031116,0.00006171702,0.0004092777,0.000002503529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007354548,"about_ca_system_score_gemma":0.0003126594,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5256103,"about_ca_topic_score_gemma":0.9905782,"domain_scores_codex":[0.9982032,0.0002558524,0.0003425396,0.0001400337,0.0007992294,0.0002591807],"domain_scores_gemma":[0.9985526,0.001092716,0.00008569025,0.0001050705,0.00005756171,0.0001063219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002972356,0.0003415945,0.9329441,0.00001393107,0.00005881962,0.001794933,0.0003274092,0.0008693173,0.06009804,0.00001691784,0.001397009,0.001840728],"study_design_scores_gemma":[0.001417282,0.0003180127,0.9779101,0.0000973174,0.00000924244,0.00004418337,0.001122398,0.0005533813,0.01625345,0.001713643,0.000489126,0.00007185807],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972389,0.0002668061,0.000001419848,0.00153242,0.00003901696,0.00009382651,0.00002749434,0.000001014988,0.0007991224],"genre_scores_gemma":[0.9993026,0.0001296695,0.00001700206,0.0001205703,0.00001537379,0.000002965634,0.000001670609,0.000004657285,0.0004055459],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4649679,"threshold_uncertainty_score":0.9985303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0176383934841046,"score_gpt":0.2591872715919691,"score_spread":0.2415488781078645,"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."}}