{"id":"W2595932209","doi":"10.1016/j.chemosphere.2017.03.070","title":"Estimating removals of contaminants of emerging concern from wastewater treatment plants: The critical role of wastewater hydrodynamics","year":2017,"lang":"en","type":"article","venue":"Chemosphere","topic":"Pharmaceutical and Antibiotic Environmental Impacts","field":"Environmental Science","cited_by":47,"is_retracted":false,"has_abstract":false,"ca_institutions":"Trent University; McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Wastewater; Environmental science; Contamination; Sewage treatment; Waste management; Wastewater reuse; Environmental engineering; Engineering; Biology; Ecology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001148305,0.0001659164,0.0003267592,0.000002895266,0.0001326954,0.00001572744,0.0003987821,0.00006354367,0.001325407],"category_scores_gemma":[0.0000717853,0.0001013236,0.00009068233,0.00001854921,0.0009724157,0.0001704923,0.0003009724,0.00007424603,0.00003848481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006105838,"about_ca_system_score_gemma":0.000005847512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001149259,"about_ca_topic_score_gemma":0.0000320462,"domain_scores_codex":[0.9988704,0.0000312994,0.0003618735,0.0002267852,0.0002510654,0.0002585415],"domain_scores_gemma":[0.9990343,0.0001090398,0.000243438,0.0005178149,0.000004288625,0.00009112978],"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":[0.00004708557,0.0002381979,0.07224222,0.00003583103,0.00005158874,0.000009027455,0.001102864,0.0006922564,0.9133192,0.00001625507,0.00002530889,0.01222018],"study_design_scores_gemma":[0.0005553213,0.0000814399,0.02858706,0.000152581,0.00006021198,0.000005168638,0.0006471312,0.0287841,0.9403331,0.0005101074,0.0001646524,0.0001191634],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956071,0.0001124374,0.00001842813,0.0002164729,0.00009255203,0.0001344448,0.00008337843,0.000005948748,0.003729221],"genre_scores_gemma":[0.9976215,0.00003171321,0.002061925,0.00002124003,0.00002611498,0.000001522586,0.000007095199,0.00001417596,0.0002147458],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04365517,"threshold_uncertainty_score":0.9995875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02550343382343828,"score_gpt":0.2973281270156635,"score_spread":0.2718246931922252,"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."}}