{"id":"W4385648609","doi":"10.1016/j.geoderma.2023.116621","title":"Agricultural activities lead to sediment infilling of wetlandscapes in the Canadian Prairies: Assessment of contributions by tillage, water and wind erosion","year":2023,"lang":"en","type":"article","venue":"Geoderma","topic":"Soil erosion and sediment transport","field":"Agricultural and Biological Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brandon University; Ducks Unlimited Canada; Agriculture and Agri-Food Canada; University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Erosion; Tillage; Environmental science; Hydrology (agriculture); Aeolian processes; Sediment; Wetland; WEPP; Universal Soil Loss Equation; Soil conservation; Soil science; Geology; Agriculture; Soil loss; Ecology; Geomorphology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0003294575,0.0003375806,0.0001983044,0.0009326746,0.001191911,0.0008807032,0.0008370014,0.0002577539,0.0004979783],"category_scores_gemma":[0.0008214939,0.0003119766,0.0004002471,0.0010977,0.0006273399,0.0002809351,0.0005255415,0.0002947654,0.00005958868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01384284,"about_ca_system_score_gemma":0.0103528,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.987956,"about_ca_topic_score_gemma":0.9942437,"domain_scores_codex":[0.9997509,0.00001847262,0.00000804547,0.0000529973,0.00008049481,0.00008903057],"domain_scores_gemma":[0.9995214,0.00007312904,0.00008001211,0.00002197263,0.0002086597,0.00009481732],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001459307,0.00006212139,0.9748736,0.00003708804,0.00009888316,0.0001943417,0.0008738001,0.005484963,0.004443593,0.0002634574,0.0001711312,0.01335103],"study_design_scores_gemma":[0.000003099673,0.0000127216,0.9939641,0.000003648325,0.00002309036,0.0000225596,0.0004899657,0.005008722,0.0002100002,0.00002627278,0.0002280787,0.000007699955],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993894,0.00005265231,0.0000919631,0.00001298309,4.276872e-7,0.000008588035,0.0001079329,0.000005026555,0.000330923],"genre_scores_gemma":[0.9990838,0.00007689701,0.0003333748,0.000005851256,4.778315e-7,0.000004862191,0.0001559281,0.000002254127,0.0003365655],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01384284,"threshold_uncertainty_score":0.1004373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0139851904553004,"score_gpt":0.244535939134981,"score_spread":0.2305507486796806,"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."}}