{"id":"W2077054689","doi":"10.1002/rra.1488","title":"SEDIMENT TRANSPORT AND FLOW DYNAMICS AROUND A RESTORED POOL IN A FISH HABITAT REHABILITATION PROJECT: FIELD AND 3D NUMERICAL MODELLING EXPERIMENTS","year":2011,"lang":"en","type":"article","venue":"River Research and Applications","topic":"Hydrology and Sediment Transport Processes","field":"Environmental Science","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Bed load; Sediment transport; Geology; Sediment; Shear stress; Current (fluid); Flow (mathematics); Hydrology (agriculture); Stream bed; STREAMS; Flow conditions; Stream restoration; Geotechnical engineering; Geomorphology; Habitat; Environmental science; Geometry; Mechanics; Ecology; Oceanography","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0003340887,0.0004278396,0.0004245925,0.000454689,0.0008496155,0.0005844037,0.0008765967,0.0006548573,0.00126841],"category_scores_gemma":[0.000482835,0.0003135841,0.000439271,0.0004785255,0.0006761015,0.0002780416,0.0003401464,0.0004423194,0.0001939171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002956415,"about_ca_system_score_gemma":0.002329699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3410615,"about_ca_topic_score_gemma":0.4032258,"domain_scores_codex":[0.9998616,0.0000175505,0.000006466308,0.00003437171,0.00003816765,0.00004183282],"domain_scores_gemma":[0.9996758,0.0000868616,0.00004143063,0.00004075923,0.00008773309,0.00006744805],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0011136,0.002407159,0.131503,0.0001126359,0.0001167106,0.001277122,0.001420002,0.7843892,0.05991264,0.0005249299,0.001368202,0.01585479],"study_design_scores_gemma":[0.0001310582,0.001073267,0.1179252,0.00001344137,0.00003428286,0.00005395097,0.0007372912,0.871871,0.007389186,0.00007970448,0.0006396259,0.000052045],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999007,0.000003870749,0.0003810264,0.0000100966,0.000001172941,0.00002346795,0.0001487059,0.00003023402,0.0003944641],"genre_scores_gemma":[0.9978281,0.00001328943,0.001211306,0.000004818326,7.274904e-7,0.00003972508,0.0002262283,0.000005601619,0.0006703317],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3410615,"threshold_uncertainty_score":0.6781527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.045316372402208,"score_gpt":0.30748073710413,"score_spread":0.262164364701922,"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."}}