{"id":"W2937876367","doi":"10.1016/j.jes.2019.03.008","title":"Urban recreational water – potential breeding ground for antibiotic resistant bacteria?","year":2019,"lang":"en","type":"editorial","venue":"Journal of Environmental Sciences","topic":"Pharmaceutical and Antibiotic Environmental Impacts","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Backwashing; Membrane fouling; Chemistry; Filtration (mathematics); Fouling; Turbidity; Ozone; Biofouling; Membrane; Pulp and paper industry; Water treatment; Chemical engineering; Extracellular polymeric substance; Chromatography; Environmental engineering; Environmental science; Bacteria; Biofilm; Organic chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001639939,0.0005119956,0.0006776686,0.0001310581,0.0004599788,0.0002482635,0.001079471,0.0004416734,0.003689662],"category_scores_gemma":[0.0001317906,0.0003419144,0.0004560962,0.0001152401,0.001404005,0.001043901,0.0005127391,0.0006245626,0.0004737024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008959722,"about_ca_system_score_gemma":0.00006245424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002921579,"about_ca_topic_score_gemma":0.000003100911,"domain_scores_codex":[0.9950187,0.0001168288,0.0009727505,0.0006822252,0.002340652,0.0008688385],"domain_scores_gemma":[0.9982409,0.0003802055,0.0007507311,0.0002246025,0.000008604564,0.0003949576],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003260018,0.0004053235,0.001400414,0.00005592014,0.00008545145,0.00003878162,0.0001063393,0.0002903607,0.413797,0.000005690853,0.5823269,0.001161801],"study_design_scores_gemma":[0.002717603,0.004380881,0.01282508,0.000397663,0.0004391627,0.0001052685,0.0002310125,0.0002697872,0.02326076,0.0003220738,0.9539385,0.001112253],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5470724,0.0004543408,0.0001250936,0.0005737417,0.4467227,0.0008999961,0.0005698951,0.00002216441,0.003559788],"genre_scores_gemma":[0.761101,0.0009190146,0.002196062,0.0002298045,0.2300837,0.000003074311,0.0001790081,0.00009023154,0.005198045],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3905362,"threshold_uncertainty_score":0.9999033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01815570809732934,"score_gpt":0.2706542310260845,"score_spread":0.2524985229287551,"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."}}