{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008753965,0.0001338556,0.0001708515,0.0000586559,0.0001629861,0.00007123697,0.0001574814,0.000104718,0.0003841552],"category_scores_gemma":[0.00003565967,0.00007305095,0.00001021782,0.0001814991,0.0001072244,0.0001956863,0.00002053524,0.0002573342,0.00003931542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":6.970004e-7,"about_ca_system_score_gemma":0.00004329953,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002178206,"about_ca_topic_score_gemma":0.2370086,"domain_scores_codex":[0.9989372,0.00008613112,0.0001778579,0.0002628652,0.0001739147,0.0003620199],"domain_scores_gemma":[0.9994742,0.0002512714,0.00003653121,0.0001284475,0.00002387759,0.00008565396],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001275147,0.00002685993,0.9941509,0.00006237145,0.000002988921,0.000017784,0.0039699,0.001167577,0.00000485873,0.000003002365,0.00003176791,0.0004344315],"study_design_scores_gemma":[0.0005867424,0.0002222575,0.9933377,0.0000440346,0.000004282271,0.00005759055,0.002404943,0.002398954,0.0000571234,0.0001479964,0.0006047733,0.0001336329],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929568,0.004191404,0.000001678531,0.001903289,0.00002346493,0.0002302854,0.00002208847,0.00001016064,0.0006608081],"genre_scores_gemma":[0.9984463,0.0008341749,0.00008840171,0.0002523434,0.00003119671,0.00000306292,0.00006338205,0.000002176917,0.0002789339],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2348304,"threshold_uncertainty_score":0.7769141,"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."}}