{"id":"W2018319338","doi":"10.1002/esp.1170","title":"Blanket peat erosion and sediment yield in an upland reservoir catchment in the southern Pennines, UK","year":2005,"lang":"en","type":"article","venue":"Earth Surface Processes and Landforms","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Nottingham; Trent University; University of Huddersfield; Nottingham Trent University","keywords":"Peat; Sediment; Erosion; Sedimentation; Drainage basin; Hydrology (agriculture); Silt; Geology; Sedimentary budget; Environmental science; Sediment transport; Geomorphology; 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":[0.0001579764,0.0001214754,0.000152503,0.0005105012,0.0003514212,0.0004854748,0.0001741905,0.0001554323,0.001168956],"category_scores_gemma":[0.0008787803,0.0002185315,0.00007996194,0.0007457283,0.000410264,0.0004059495,0.0004495025,0.0001429933,0.0001440342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001304829,"about_ca_system_score_gemma":0.0004007878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1921583,"about_ca_topic_score_gemma":0.4502763,"domain_scores_codex":[0.9998951,0.00001722034,0.000009058691,0.0000239549,0.00002230072,0.000032333],"domain_scores_gemma":[0.9994686,0.0001083591,0.0002049003,0.00001912072,0.00009656382,0.0001024705],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001248729,0.00003224582,0.989239,0.00002630558,0.00003548786,0.0008078045,0.002222486,0.0003615149,0.001580395,0.00005077627,0.0002388848,0.005280289],"study_design_scores_gemma":[0.000002034101,0.00001499689,0.9991984,0.000002566269,0.000002052641,0.00004190655,0.0003755377,0.0001764924,0.00005489898,0.000006089814,0.0001235384,0.000001518427],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998248,0.0000186661,0.0000122138,0.000008150333,2.46931e-7,0.000001193025,0.00005770053,7.769218e-7,0.00007617807],"genre_scores_gemma":[0.9995309,0.00003947376,0.00002729437,0.000003545053,7.744862e-7,0.000003629343,0.0001178407,0.000001069812,0.0002755582],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1921583,"threshold_uncertainty_score":0.3820797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02176073577978197,"score_gpt":0.247055607092669,"score_spread":0.2252948713128871,"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."}}