{"id":"W3091708725","doi":"10.1016/j.watres.2020.116480","title":"Exploring the decentralized treatment of sulfamethoxazole-contained poultry wastewater through vertical-flow multi-soil-layering systems in rural communities","year":2020,"lang":"en","type":"article","venue":"Water Research","topic":"Pharmaceutical and Antibiotic Environmental Impacts","field":"Environmental Science","cited_by":69,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Regina; Memorial University of Newfoundland; Concordia University","funders":"National Natural Science Foundation of China","keywords":"Wastewater; Environmental science; Environmental engineering; Sewage treatment","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":[0.00036367,0.0002455375,0.0003227797,0.0001842169,0.000526893,0.0007730228,0.0006099083,0.0004927922,0.0008107457],"category_scores_gemma":[0.0003446489,0.0001303765,0.0003510728,0.0002251043,0.0003020822,0.0005918525,0.0004104993,0.0002505797,0.00009594418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001066666,"about_ca_system_score_gemma":0.001444904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0204613,"about_ca_topic_score_gemma":0.0389376,"domain_scores_codex":[0.9997695,0.00007283027,0.00000894737,0.00005586152,0.00003983328,0.00005310079],"domain_scores_gemma":[0.9998484,0.00004467872,0.00002938284,0.000007551494,0.00004716494,0.00002270348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001680476,0.003004441,0.03190728,0.0009105412,0.0001303344,0.0003896024,0.0008153985,0.06025997,0.8177618,0.001285369,0.0003614405,0.08149337],"study_design_scores_gemma":[0.0006822248,0.01646641,0.106872,0.0001387325,0.0004094035,0.0002946237,0.01059657,0.46872,0.3868092,0.002740286,0.006148003,0.0001225683],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973816,0.00005440083,0.002028279,0.0000338853,0.000003322582,0.00003608736,0.00002460363,0.000008943432,0.0004288926],"genre_scores_gemma":[0.9952614,0.0001147777,0.004008201,0.00001367948,0.000001894327,0.00002509388,0.00002230008,0.000002078578,0.0005505824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0204613,"threshold_uncertainty_score":0.0406844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3720051903895317,"score_gpt":0.3848270601899121,"score_spread":0.01282186980038041,"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."}}