{"id":"W2077896503","doi":"10.1029/2000jc000760","title":"Coherent Doppler Profiler measurements of near‐bed suspended sediment fluxes and the influence of bed forms","year":2002,"lang":"en","type":"article","venue":"Journal of Geophysical Research Atmospheres","topic":"Coastal and Marine Dynamics","field":"Earth and Planetary Sciences","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland; Dalhousie University","funders":"Office of Naval Research; Natural Sciences and Engineering Research Council of Canada; Dalhousie University","keywords":"Turbulence; Settling; Geology; Flux (metallurgy); Turbulence kinetic energy; Bedform; Sediment; Energy flux; Sediment transport; Mechanics; Intensity (physics); Acoustic Doppler velocimetry; Boundary layer; Geomorphology; Physics; Optics; Materials science; Laser Doppler velocimetry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001307184,0.0001965106,0.0002588298,0.0005827853,0.0002076467,0.0002246943,0.0002283039,0.0001697861,0.000454438],"category_scores_gemma":[0.0005510894,0.0002260015,0.0001788507,0.0004140814,0.0001615239,0.0003004253,0.0003185867,0.0002147745,0.0001393821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001768589,"about_ca_system_score_gemma":0.0001449487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002733308,"about_ca_topic_score_gemma":0.006152389,"domain_scores_codex":[0.9998248,0.00001308296,0.000006041047,0.00004736856,0.00008592985,0.00002273948],"domain_scores_gemma":[0.9998041,0.00005904421,0.00003983732,0.00002582512,0.00004983604,0.0000214888],"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":[0.0003870682,0.0001678585,0.179922,0.0001254851,0.00006925761,0.000182147,0.0003364771,0.002835184,0.7445558,0.0001596949,0.0001879892,0.07107107],"study_design_scores_gemma":[0.00004817749,0.0005729272,0.9312858,0.000007781305,0.00008432438,0.0002903059,0.0001839054,0.01014045,0.05661888,0.00009560545,0.0006390291,0.00003275705],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960933,0.0000678572,0.003130309,0.000007094571,0.00000396318,0.000007533342,0.0001417631,0.00003498314,0.0005131811],"genre_scores_gemma":[0.9928717,0.0001269111,0.006100819,0.00001352651,0.000007849142,0.00001639905,0.0004543719,0.00001427479,0.0003941238],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002733308,"threshold_uncertainty_score":0.005434752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03939350916605602,"score_gpt":0.2781726458688595,"score_spread":0.2387791367028035,"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."}}