{"id":"W2303297827","doi":"10.1002/hyp.10874","title":"Reach‐scale contributions of road‐surface sediment to the Honna River, Haida Gwaii, BC","year":2016,"lang":"en","type":"article","venue":"Hydrological Processes","topic":"Hydrology and Sediment Transport Processes","field":"Environmental Science","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Forests; University of British Columbia","funders":"","keywords":"Sediment; Hydrology (agriculture); Deposition (geology); Erosion; Road surface; Channel (broadcasting); Sediment transport; Environmental science; Sedimentary budget; STREAMS; Streamflow; Geology; Drainage; Drainage basin; Geomorphology; Geography; Ecology; Geotechnical 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":[0.0001502492,0.0001808849,0.0001580677,0.001156851,0.0006562096,0.001122513,0.0003113113,0.0002120958,0.002152113],"category_scores_gemma":[0.0008326835,0.0002197607,0.0001849773,0.001557926,0.0004280556,0.0003009352,0.000674265,0.0002027363,0.0003228312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005065564,"about_ca_system_score_gemma":0.002722271,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7326693,"about_ca_topic_score_gemma":0.8720556,"domain_scores_codex":[0.9998327,0.00001347607,0.000008837686,0.00003945345,0.00006498487,0.0000405555],"domain_scores_gemma":[0.9996427,0.00002820202,0.00003403676,0.00001810836,0.000192927,0.00008399262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007012184,0.00003098741,0.9537262,0.00006904016,0.0001381615,0.0005246604,0.001153184,0.007015107,0.004748966,0.0004560281,0.001069008,0.03099848],"study_design_scores_gemma":[0.000002087598,0.000005646457,0.9948558,0.000007745922,0.00001352617,0.00003504974,0.0005275116,0.002781141,0.0001679837,0.0001018484,0.001495128,0.000006525812],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944134,0.0001038029,0.0001883632,0.00005378929,0.000003359315,0.00001512499,0.0008040426,0.00003381643,0.004384311],"genre_scores_gemma":[0.996856,0.00009517444,0.0001682214,0.00000775389,0.000001700376,0.000008987613,0.0004506953,0.00001245353,0.002399011],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2673307,"threshold_uncertainty_score":0.5378101,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01135018994943194,"score_gpt":0.2315868311527444,"score_spread":0.2202366412033124,"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."}}