{"id":"W3094890742","doi":"10.1002/esp.5032","title":"Controls of alluvial cover formation, morphology and bedload transport in a sinuous channel with a non‐alluvial boundary","year":2020,"lang":"en","type":"article","venue":"Earth Surface Processes and Landforms","topic":"Hydrology and Sediment Transport Processes","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Alluvium; Geology; Bed load; Sediment; Point bar; Channel (broadcasting); Floodplain; Hydrology (agriculture); Geomorphology; Sediment transport; Alluvial fan; Meander (mathematics); Flume; Fluvial; Geometry; Geotechnical engineering; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000126765,0.0001650044,0.0003086696,0.00002038433,0.00008896474,0.00001326766,0.00008885621,0.00009490647,0.0002947503],"category_scores_gemma":[0.00001061307,0.0001150544,0.00001701661,0.0002033078,0.0003099982,0.0005177461,0.00002118424,0.0001363297,0.00001224019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004288533,"about_ca_system_score_gemma":0.00004441136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001642756,"about_ca_topic_score_gemma":0.0009344588,"domain_scores_codex":[0.9990336,0.00001023254,0.0002619341,0.0002724266,0.0001666376,0.0002551533],"domain_scores_gemma":[0.999687,0.00002890342,0.0000902969,0.00006024951,0.00001707191,0.0001164709],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002801424,0.000206734,0.9641765,0.0008981992,0.00005325399,0.0001126159,0.01780353,0.00953145,0.003512854,0.00001199507,0.00005055876,0.0008408292],"study_design_scores_gemma":[0.02318078,0.006458082,0.9048123,0.0002986142,0.0002462377,0.0003128934,0.001554927,0.0166848,0.0274671,0.001082702,0.01622976,0.001671783],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960464,0.0004035778,0.001825225,0.000794088,0.00001312451,0.0002925483,0.00002802894,0.00002102592,0.0005760205],"genre_scores_gemma":[0.9987478,0.0002824541,0.0002209889,0.0006439973,0.00001341523,0.00001088654,0.00002586178,0.000009556218,0.00004502258],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05936424,"threshold_uncertainty_score":0.4691783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006061434521540902,"score_gpt":0.1847411665762412,"score_spread":0.1786797320547003,"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."}}