{"id":"W2060784815","doi":"10.2134/jeq2009.0233","title":"Influence of Streambank Fencing on the Environmental Quality of Cattle‐Excluded Pastures","year":2010,"lang":"en","type":"article","venue":"Journal of Environmental Quality","topic":"Soil and Water Nutrient Dynamics","field":"Environmental Science","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Agriculture and Agri-Food Canada","funders":"Agriculture and Agri-Food Canada","keywords":"Fencing; Environmental science; Pasture; Surface runoff; Riparian zone; Rangeland; Water quality; Riparian buffer; Hydrology (agriculture); Litter; Vegetation (pathology); Odocoileus; Agronomy; Animal science; Ecology; Agroforestry; Biology","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":[0.0004240178,0.0001931645,0.0002362036,0.000256564,0.0003643807,0.0004879864,0.0002348853,0.0001180503,0.0005527083],"category_scores_gemma":[0.0005399174,0.0001022936,0.0001828085,0.0002378706,0.0004454517,0.0001312767,0.0002090748,0.0001763159,0.00005516319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001119212,"about_ca_system_score_gemma":0.0007911077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08788164,"about_ca_topic_score_gemma":0.3251716,"domain_scores_codex":[0.9997782,0.00005440957,0.00001159073,0.00003989903,0.00005672775,0.00005915766],"domain_scores_gemma":[0.9993424,0.00009104826,0.0002112629,0.00003262148,0.0001111566,0.0002115287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007324483,0.0001513029,0.9653808,0.00003498571,0.0001410563,0.0001921517,0.0002616615,0.0005137227,0.02555866,0.00002747962,0.00006311287,0.006942654],"study_design_scores_gemma":[0.000001757824,0.00009345364,0.999442,0.000001482913,0.00000736101,0.00001520114,0.00005770369,0.00007851318,0.0002481132,0.000003796003,0.00004985097,8.372913e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998424,0.00003994876,0.0000181045,0.000002066703,3.919731e-7,9.385109e-7,0.00001662353,7.083705e-7,0.00007892246],"genre_scores_gemma":[0.9996132,0.00004542116,0.00007637637,0.000007410616,9.808884e-7,0.000001547521,0.00008768611,7.149139e-7,0.0001667475],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08788164,"threshold_uncertainty_score":0.1747402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01490352010085156,"score_gpt":0.2591107684940243,"score_spread":0.2442072483931728,"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."}}