{"id":"W4392862052","doi":"10.3390/w16060851","title":"Effect of Skewness Orientation on Morphological Adjustments in Alluvial Meandering Streams","year":2024,"lang":"en","type":"article","venue":"Water","topic":"Hydrology and Sediment Transport Processes","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; University of Guelph; Toronto and Region Conservation Authority","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Meander (mathematics); Geology; Flume; Bedform; STREAMS; Skewness; Bank erosion; Channel (broadcasting); Sinuosity; Alluvium; Sediment transport; Planform; Erosion; Bed load; Geomorphology; Hydrology (agriculture); Bank; Alluvial fan; Sediment; Point bar; Flow (mathematics); Geometry; Geotechnical engineering; Fluvial; Mechanics","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":[0.0002821508,0.0001956103,0.0002138072,0.0002188998,0.0002108553,0.0006487496,0.0001286039,0.0001359242,0.0006730481],"category_scores_gemma":[0.0009714608,0.0001178094,0.0001724248,0.0001405238,0.0004788803,0.0002386268,0.00043614,0.0002326873,0.00006789723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002639626,"about_ca_system_score_gemma":0.00028508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001766161,"about_ca_topic_score_gemma":0.003656143,"domain_scores_codex":[0.999837,0.0000424462,0.00001632995,0.00003612153,0.00002947138,0.0000386116],"domain_scores_gemma":[0.9994856,0.0002042706,0.0001115718,0.00004448168,0.00006147054,0.00009266413],"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":[0.001483048,0.0002560455,0.3201232,0.0001250485,0.00009650013,0.0006158237,0.0005243488,0.018471,0.6316231,0.0003478678,0.0001335431,0.02620041],"study_design_scores_gemma":[0.00003211131,0.00102719,0.9306101,0.00001546677,0.00005726463,0.0001803919,0.0006261425,0.01458241,0.05202494,0.0002721876,0.0005352186,0.00003650683],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999607,0.00001433694,0.0002296931,0.000002022553,0.000001075161,0.000002969316,0.00001413909,0.000006445043,0.0001223294],"genre_scores_gemma":[0.9997285,0.00001449945,0.0001840747,0.000003292457,3.861069e-7,0.000002337681,0.00001908887,0.000002470623,0.00004530172],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001766161,"threshold_uncertainty_score":0.003511727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006384076075931066,"score_gpt":0.2427920068231159,"score_spread":0.2364079307471848,"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."}}