{"id":"W2257197057","doi":"10.3133/sir20155177","title":"Transport and deposition of asbestos-rich sediment in the Sumas River, Whatcom County, Washington","year":2015,"lang":"en","type":"article","venue":"Scientific investigations report","topic":"Soil erosion and sediment transport","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fisheries and Oceans Canada; U.S. Geological Survey; University of British Columbia; Washington State University; Washington Department of Fish and Wildlife; California Department of Fish and Wildlife; Western Washington University; U.S. Environmental Protection Agency","keywords":"Tributary; Hydrology (agriculture); Sediment; Geology; Mass wasting; Surface runoff; Spring (device); Flood myth; Debris; Environmental science; Geomorphology; Oceanography; Geography; Archaeology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0001453454,0.0002337334,0.00009740105,0.001369854,0.001241121,0.001002464,0.0002421079,0.0002616105,0.002666748],"category_scores_gemma":[0.0002890071,0.0001917761,0.0001141964,0.001719415,0.0001369342,0.0002863893,0.0003902912,0.0002159054,0.0005921244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001542344,"about_ca_system_score_gemma":0.001872677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4250906,"about_ca_topic_score_gemma":0.6340106,"domain_scores_codex":[0.9998919,0.000007818562,0.000010878,0.00003143222,0.000040611,0.00001731964],"domain_scores_gemma":[0.9998023,0.0000131964,0.00005159416,0.000009911321,0.00008751238,0.00003547648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001072013,0.0001611063,0.927828,0.0001600842,0.0001065887,0.0007956832,0.001584886,0.0004217576,0.006420988,0.0002564672,0.02071569,0.04144158],"study_design_scores_gemma":[0.000007463378,0.00002599019,0.984605,0.00004817421,0.00002303054,0.00006250226,0.001744147,0.0003177258,0.0008820408,0.00003389663,0.01224304,0.000006916393],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9729513,0.0007713287,0.0001642889,0.0004124595,0.00005685282,0.00005853413,0.008772868,0.00007056828,0.01674175],"genre_scores_gemma":[0.9686817,0.001665395,0.000727153,0.0001429095,0.00002493331,0.00006006747,0.007648264,0.00002838063,0.02102106],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4250906,"threshold_uncertainty_score":0.8452325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04667760789985491,"score_gpt":0.2398323918431244,"score_spread":0.1931547839432695,"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."}}