{"id":"W4385224611","doi":"10.1061/jhend8.hyeng-13206","title":"Implementation of a New Bank Erosion Model in Delft3D","year":2023,"lang":"en","type":"article","venue":"Journal of Hydraulic Engineering","topic":"Urban and Freight Transport Logistics","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada; National Research Council Canada; University of Calgary; University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Bank erosion; Erosion; Bank; Hydrology (agriculture); Environmental science; Geotechnical engineering; Geology; Water resource management; Geomorphology","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":[0.0004553823,0.000803464,0.0006931231,0.000458264,0.0004167848,0.0009441755,0.00233383,0.0008574749,0.007757511],"category_scores_gemma":[0.0008671887,0.0006494326,0.001171184,0.0003448769,0.0003810247,0.0007339672,0.0009198385,0.001087971,0.001413138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007525671,"about_ca_system_score_gemma":0.001343986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0169986,"about_ca_topic_score_gemma":0.01270939,"domain_scores_codex":[0.999791,0.00001741972,0.00002097989,0.00004280889,0.00009206824,0.00003579632],"domain_scores_gemma":[0.9996854,0.00009345554,0.00002264905,0.00004964721,0.0001188409,0.00003000163],"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":[0.0002282299,0.0001630632,0.008553545,0.0001920753,0.0001009043,0.0004014299,0.000181498,0.9178002,0.01248641,0.004932573,0.01114762,0.04381229],"study_design_scores_gemma":[0.0000585295,0.00001434558,0.0005040181,0.000009478025,0.00001322607,0.00004744182,0.00001092449,0.988061,0.003162491,0.000433215,0.007665252,0.00002014082],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1667989,0.0002100735,0.7722574,0.0003594918,0.0002675745,0.0004234004,0.008686586,0.02878595,0.02221053],"genre_scores_gemma":[0.6230484,0.0004567261,0.343952,0.0002522673,0.00004544047,0.0009811245,0.01492813,0.003632136,0.01270376],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0169986,"threshold_uncertainty_score":0.03379929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02576902354138967,"score_gpt":0.2390360206974058,"score_spread":0.2132669971560162,"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."}}