{"id":"W4404410081","doi":"10.1002/9781394266173.ch13","title":"Sediment Transport","year":2024,"lang":"en","type":"other","venue":"","topic":"Soil erosion and sediment transport","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sediment transport; Geology; Sediment; Hydrology (agriculture); Environmental science; Geotechnical engineering; Geomorphology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002795777,0.0008299209,0.0004391309,0.001485345,0.001913785,0.002964982,0.0007315972,0.001079803,0.0388139],"category_scores_gemma":[0.0003781217,0.0003595489,0.0005989139,0.001481888,0.0003947942,0.0012114,0.00175644,0.0007268352,0.01473029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002722485,"about_ca_system_score_gemma":0.00275247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02081414,"about_ca_topic_score_gemma":0.02228441,"domain_scores_codex":[0.9994814,0.00002501137,0.00003459425,0.0001221573,0.0002508702,0.00008596647],"domain_scores_gemma":[0.9998125,0.00001421767,0.00002975434,0.00001619361,0.00009967753,0.0000275869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000330465,0.0002871302,0.00707761,0.004080962,0.0001053634,0.001995329,0.001054102,0.008538355,0.2612616,0.08839798,0.1174224,0.5094488],"study_design_scores_gemma":[0.00003651766,0.0001812998,0.004147837,0.0003020299,0.00006164891,0.0007325456,0.0006773231,0.004599913,0.09687189,0.004447096,0.8878927,0.0000492229],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1110453,0.03441917,0.06791011,0.00592269,0.003351758,0.0006918405,0.009430865,0.003300059,0.7639282],"genre_scores_gemma":[0.2976493,0.0256382,0.01220187,0.0008305997,0.0003270472,0.0001548571,0.004058011,0.0006519119,0.6584882],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0388139,"threshold_uncertainty_score":0.1298454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01639535579282915,"score_gpt":0.2102780998864796,"score_spread":0.1938827440936504,"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."}}