{"id":"W2111741719","doi":"10.1007/s00267-001-0054-7","title":"Consequences of Livestock Grazing on Water Quality and Benthic Algal Biomass in a Canadian Natural Grassland Plateau","year":2002,"lang":"en","type":"article","venue":"Environmental Management","topic":"Soil and Water Nutrient Dynamics","field":"Environmental Science","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"ARC Resources (Canada)","funders":"","keywords":"Grazing; Livestock; Riparian zone; Environmental science; Biomass (ecology); Grassland; Water quality; Vegetation (pathology); Agronomy; Ecology; Biology; Habitat","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002117949,0.0001762951,0.0001582044,0.0001140748,0.00009834453,0.0000209368,0.0001630787,0.00005102305,0.0003291522],"category_scores_gemma":[0.000002275589,0.0001390873,0.00003661736,0.00007306978,0.0003753539,0.0001273693,0.0001863052,0.0001128841,0.0002084785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003611615,"about_ca_system_score_gemma":8.565343e-7,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04069818,"about_ca_topic_score_gemma":0.01467689,"domain_scores_codex":[0.9985765,0.00006423725,0.0002687567,0.0003660141,0.0002917023,0.0004327638],"domain_scores_gemma":[0.9995999,0.00001739113,0.00004947929,0.0001849572,3.920229e-7,0.0001478325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001691443,0.0001201546,0.9943703,0.00002028531,0.00001923183,0.00005826863,0.0005021199,0.0001388664,0.002298689,0.0001302998,0.00007954672,0.002245252],"study_design_scores_gemma":[0.0006449193,0.0001022274,0.9928688,0.00002675749,0.00001276889,0.000006019377,0.0001951422,0.0008552404,0.002384161,0.001348775,0.001309922,0.0002452559],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947676,0.00007544611,0.000002439743,0.0004905949,0.00008746068,0.0002866127,0.00001712981,0.00001045265,0.004262245],"genre_scores_gemma":[0.9992383,0.0001149155,0.0001058966,0.0001614935,0.000006526877,0.0000189799,0.00002335723,0.00001078817,0.0003197967],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02602129,"threshold_uncertainty_score":0.9656899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01270432397402325,"score_gpt":0.2067126211288686,"score_spread":0.1940082971548453,"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."}}