{"id":"W3039330745","doi":"10.1038/s41561-020-0602-5","title":"Mud in rivers transported as flocculated and suspended bed material","year":2020,"lang":"en","type":"article","venue":"Nature Geoscience","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":107,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Settling; Suspended load; Geology; Flume; Sediment; Bed load; Sediment transport; Silt; Hydrology (agriculture); Sedimentation; Siltation; Bedform; Environmental science; Geomorphology; Geotechnical engineering; Environmental engineering","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0001378514,0.0001579059,0.0001762033,0.0006945318,0.0004509746,0.0009009286,0.0003200486,0.0003205011,0.001863239],"category_scores_gemma":[0.0004123659,0.0002287454,0.0001888499,0.0003806344,0.0003503761,0.000453348,0.0002888021,0.000325537,0.0003399223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008045236,"about_ca_system_score_gemma":0.0003411441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01707167,"about_ca_topic_score_gemma":0.01379675,"domain_scores_codex":[0.9998869,0.00001523856,0.000007862963,0.00004646474,0.0000149831,0.00002854556],"domain_scores_gemma":[0.9997464,0.00005587983,0.0000505048,0.000008473136,0.0000906019,0.00004815728],"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":[0.01022819,0.0002366436,0.4803181,0.0002889406,0.0003461328,0.001079596,0.001552099,0.00234795,0.4852541,0.001109061,0.0006398994,0.01659921],"study_design_scores_gemma":[0.00005036417,0.0005807658,0.9432214,0.00003525112,0.0001647841,0.0002503282,0.001391839,0.006150749,0.04664154,0.0001861575,0.001297004,0.00002981447],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989223,0.0001101116,0.000109543,0.000008448465,0.000008507933,0.00000207396,0.0002700281,0.000007783037,0.000561254],"genre_scores_gemma":[0.9977688,0.00006805651,0.0001660011,0.00000998459,0.000005167612,0.000003104507,0.0003301867,0.000008713001,0.001640155],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01707167,"threshold_uncertainty_score":0.03394461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0107426752701985,"score_gpt":0.2347045700253611,"score_spread":0.2239618947551626,"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."}}