{"id":"W4205906627","doi":"10.3389/fenvs.2021.801599","title":"Emerging Contaminants in Streams of Doce River Watershed, Minas Gerais, Brazil","year":2022,"lang":"en","type":"article","venue":"Frontiers in Environmental Science","topic":"Pharmaceutical and Antibiotic Environmental Impacts","field":"Environmental Science","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico; Natural Sciences and Engineering Research Council of Canada; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Environmental science; Enrofloxacin; Contamination; Watershed; Surface water; Aquatic ecosystem; Glyphosate; Environmental chemistry; Population; Ciprofloxacin; Ecology; Environmental engineering; Biology; Chemistry; Environmental health; Antibiotics; Microbiology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004516907,0.0003958205,0.0004811654,0.001584731,0.0007136402,0.001124621,0.0003523316,0.0006158894,0.0005369968],"category_scores_gemma":[0.000931565,0.0002271542,0.0003029379,0.00137771,0.0006154947,0.000413418,0.0006366574,0.0001765003,0.00009033103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001252695,"about_ca_system_score_gemma":0.001102226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07413857,"about_ca_topic_score_gemma":0.162996,"domain_scores_codex":[0.9994987,0.00007100089,0.00004237042,0.0001621727,0.0001695733,0.00005610471],"domain_scores_gemma":[0.999667,0.00005329025,0.0001238895,0.00001285598,0.0001107114,0.00003211189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001335744,0.000115451,0.9086157,0.0004051041,0.000126773,0.001476729,0.006031362,0.0004468161,0.04718378,0.0005152586,0.0002818783,0.03466769],"study_design_scores_gemma":[0.000008702501,0.0002228015,0.9799311,0.0000730234,0.00007148198,0.0006882604,0.005707539,0.0008090801,0.004088666,0.0002565822,0.00811632,0.00002647564],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963959,0.0008955827,0.0003613343,0.000154263,0.00000913486,0.00004469551,0.0003894701,0.00001619078,0.001733459],"genre_scores_gemma":[0.9977764,0.0005377945,0.0007893048,0.00007397179,0.000005341341,0.00002014137,0.0002401543,0.000004876033,0.000551849],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07413857,"threshold_uncertainty_score":0.1474141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007940899004989762,"score_gpt":0.2458103725337506,"score_spread":0.2378694735287609,"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."}}