{"id":"W2970284343","doi":"10.1016/j.chemosphere.2019.124635","title":"Controlling micropollutants in tertiary municipal wastewater by O3/H2O2, granular biofiltration and UV254/H2O2 for potable reuse applications","year":2019,"lang":"en","type":"article","venue":"Chemosphere","topic":"Water Treatment and Disinfection","field":"Environmental Science","cited_by":43,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"Regione Puglia","keywords":"Biofilter; Effluent; Wastewater; Environmental science; Reuse; Filtration (mathematics); Waste management; Water treatment; Pulp and paper industry; Activated carbon; Advanced oxidation process; Chemistry; Environmental engineering; Environmental chemistry; Adsorption; Engineering","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":[0.00009704144,0.0003066252,0.0001712868,0.0001576884,0.0002436283,0.0004178862,0.0001804652,0.0002438482,0.00036351],"category_scores_gemma":[0.0001288675,0.0001310318,0.0002353009,0.0001240472,0.0001570099,0.0001855705,0.0002079725,0.0002534201,0.000106733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003905586,"about_ca_system_score_gemma":0.0003369588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004336123,"about_ca_topic_score_gemma":0.009136872,"domain_scores_codex":[0.9999055,0.000006666114,0.000009163766,0.00002137115,0.00002651937,0.00003084071],"domain_scores_gemma":[0.9999456,0.000007925408,0.00001685336,0.000003991779,0.00001172454,0.00001397638],"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":[0.00006805002,0.00001613417,0.0001807872,0.00001988735,0.000003162147,0.00001849268,0.00001396124,0.0001091999,0.9980038,0.0000136497,0.00002638038,0.001526376],"study_design_scores_gemma":[0.000006934619,0.0000756785,0.001251617,0.000001381411,0.000008092127,0.00001450362,0.00001787564,0.0006263551,0.9976512,0.000010157,0.0003336062,0.000002776024],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982238,0.0002769075,0.0009641509,0.00003542983,0.00001619777,0.00001290464,0.00004902104,0.00004075674,0.0003807539],"genre_scores_gemma":[0.9978458,0.0001997792,0.0009863869,0.0000208377,0.000005642886,0.000008382768,0.00003619524,0.00001123014,0.0008857397],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004336123,"threshold_uncertainty_score":0.008621752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003848210734683691,"score_gpt":0.1991541380127774,"score_spread":0.1953059272780937,"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."}}