{"id":"W2920878546","doi":"10.1016/j.yrtph.2019.03.003","title":"Critical issues and alternatives for the establishment of chemical water quality criteria for livestock","year":2019,"lang":"en","type":"article","venue":"Regulatory Toxicology and Pharmacology","topic":"Animal Behavior and Welfare Studies","field":"Veterinary","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Environment and Climate Change Canada","funders":"Fundação de Amparo à Pesquisa do Estado de São Paulo","keywords":"Livestock; Business; Water quality; Quality (philosophy); Environmental planning; Environmental health; Risk analysis (engineering); Work (physics); Environmental protection; Environmental science; Environmental resource management; Natural resource economics; Engineering; Medicine; Economics; Biology; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.07814945,0.000945661,0.001854219,0.00176833,0.002456758,0.008273394,0.005342075,0.008460747,0.004858515],"category_scores_gemma":[0.09059186,0.0006116602,0.0009903663,0.001348466,0.01299498,0.00693336,0.002455022,0.009512066,0.0006560692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006068556,"about_ca_system_score_gemma":0.03062562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01513203,"about_ca_topic_score_gemma":0.01908967,"domain_scores_codex":[0.9637235,0.02183454,0.002886434,0.001670483,0.008660719,0.001224323],"domain_scores_gemma":[0.9037849,0.05921137,0.007629172,0.003007905,0.02378786,0.002578865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001803464,0.002204154,0.01074655,0.003449137,0.0002190852,0.001328764,0.003156003,0.01358643,0.02589595,0.5228915,0.05425953,0.3604595],"study_design_scores_gemma":[0.0005169361,0.004223296,0.01147408,0.005555348,0.0004137208,0.0008721297,0.01639477,0.02021323,0.0321629,0.5409301,0.3666756,0.000567805],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.07279841,0.06992349,0.1994143,0.5958257,0.009463614,0.002323461,0.0007093985,0.000407016,0.0491347],"genre_scores_gemma":[0.5190759,0.02551663,0.3856719,0.05033089,0.00571344,0.001869536,0.0003684298,0.0001877072,0.01126549],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07814945,"threshold_uncertainty_score":0.4132987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08646774947078739,"score_gpt":0.4514292739014068,"score_spread":0.3649615244306194,"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."}}