{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001986102,0.0001131413,0.0001469053,0.00004267394,0.0002501453,0.00008894182,0.0002243772,0.00005886554,0.00002677634],"category_scores_gemma":[0.00005566229,0.00004561358,0.00004723141,0.0007894707,0.0005265287,0.0002664276,0.00001733282,0.0001126105,0.000004685391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002998014,"about_ca_system_score_gemma":0.00007393021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000942952,"about_ca_topic_score_gemma":0.001733468,"domain_scores_codex":[0.9981623,0.00007226534,0.0004735004,0.0003454403,0.000760985,0.0001854865],"domain_scores_gemma":[0.9993449,0.00006075482,0.0001546481,0.0001384808,0.000169614,0.0001315424],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001478577,0.0003164686,0.9398362,0.00001742764,0.00001063177,0.000104782,0.00520137,0.00009269531,0.04791891,0.001603961,0.003138595,0.001744144],"study_design_scores_gemma":[0.0003408404,0.0001227226,0.9669682,0.00007430564,0.0000455881,0.0001578264,0.003025664,0.0002778296,0.01072051,0.003312102,0.01472138,0.0002330636],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959624,0.00009277979,0.00001224716,0.001763238,0.000430159,0.0003018816,0.00002273111,0.00003122886,0.001383294],"genre_scores_gemma":[0.998554,0.000007658903,0.00029984,0.0002085019,0.00003506376,0.00002554685,0.0004591196,9.710898e-7,0.0004093261],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0371984,"threshold_uncertainty_score":0.1940017,"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."}}