{"id":"W4248517714","doi":"10.2458/azu_jrm_v55i5_willms","title":"Effects of water quality on cattle performance","year":2002,"lang":"en","type":"article","venue":"Journal of Range Management","topic":"Effects of Environmental Stressors on Livestock","field":"Agricultural and Biological Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada; Parks Canada","funders":"","keywords":"Water quality; Rangeland; Manure; Environmental science; Livestock; Nutrient; Animal science; Grazing; Fecal coliform; Agronomy; Biology; Ecology; Agroforestry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000538504,0.0002850134,0.0002895813,0.0002498302,0.0003499962,0.0006528921,0.0002588735,0.0002791542,0.001132093],"category_scores_gemma":[0.001198328,0.0001360488,0.0002079981,0.0003535796,0.0003953908,0.000243234,0.0001976641,0.0003347002,0.000138831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001368856,"about_ca_system_score_gemma":0.0006010973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04848167,"about_ca_topic_score_gemma":0.09740666,"domain_scores_codex":[0.9994012,0.0001608212,0.00002238836,0.00008381758,0.0001909792,0.0001407949],"domain_scores_gemma":[0.9986306,0.0003654669,0.0002903954,0.00005604609,0.0003326283,0.000324893],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009770358,0.002097888,0.7209892,0.0001609435,0.0003949679,0.0004238929,0.0004959342,0.0008542415,0.2357802,0.00005407086,0.0004082979,0.02856999],"study_design_scores_gemma":[0.00001940227,0.003001988,0.9876217,0.000004144573,0.0000489587,0.0000389864,0.0001831666,0.0003036732,0.008497789,0.00001901574,0.0002539115,0.000007150016],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993463,0.00009785208,0.00006429922,0.00001651377,0.000004203674,0.000008981548,0.00009069114,0.000004371659,0.000366773],"genre_scores_gemma":[0.9986882,0.00008469678,0.0001108876,0.00003270591,0.000004233256,0.000006595447,0.0002099981,0.000003252824,0.0008594585],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04848167,"threshold_uncertainty_score":0.09639895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01519636434145113,"score_gpt":0.2078497664096205,"score_spread":0.1926534020681694,"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."}}