{"id":"W2131494945","doi":"10.1029/2008wr007346","title":"Translation and dispersion of sediment pulses in flume experiments simulating gravel augmentation below dams","year":2009,"lang":"en","type":"article","venue":"Water Resources Research","topic":"Hydrology and Sediment Transport Processes","field":"Environmental Science","cited_by":127,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"National Science Foundation","keywords":"Flume; Sediment; Geology; Dispersion (optics); Sediment transport; Grain size; Bed load; Magnitude (astronomy); Geotechnical engineering; Soil science; Geomorphology; Flow (mathematics); Hydrology (agriculture); Mechanics","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":[0.0002431948,0.0002234373,0.0002615128,0.0002203304,0.0002398279,0.0002811216,0.0003657573,0.0003786922,0.00103126],"category_scores_gemma":[0.0008531725,0.0002023437,0.0002220415,0.0001526858,0.0003570685,0.0002063483,0.0003621812,0.000502118,0.00007808548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004612041,"about_ca_system_score_gemma":0.0002094417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002873016,"about_ca_topic_score_gemma":0.004188615,"domain_scores_codex":[0.9999113,0.00001900472,0.000007580355,0.00001939015,0.00001664595,0.00002596944],"domain_scores_gemma":[0.9995745,0.0002445964,0.00004460484,0.00003282034,0.00003663584,0.00006700573],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.003513896,0.001081537,0.0102067,0.0001638853,0.00005982417,0.0005269033,0.0008679655,0.06586353,0.9055858,0.0005120733,0.0001983237,0.01141952],"study_design_scores_gemma":[0.0006115662,0.01804413,0.09160854,0.00004800188,0.0001654271,0.0002502973,0.0006812856,0.4037268,0.4827357,0.0007270519,0.001210253,0.0001910389],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993973,0.00000911513,0.0003934219,0.000006516495,0.000003593702,0.00001280141,0.00003718879,0.00001127964,0.0001289423],"genre_scores_gemma":[0.9989012,0.00002032586,0.0007527901,0.000008099996,0.000001891184,0.00002963556,0.00003780273,0.000004948567,0.0002432461],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002873016,"threshold_uncertainty_score":0.005712569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04728162692299451,"score_gpt":0.3376354033632856,"score_spread":0.290353776440291,"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."}}