{"id":"W2395690235","doi":"10.1016/j.watres.2016.05.079","title":"Pilot-scale UV/H2O2 advanced oxidation process for municipal reuse water: Assessing micropollutant degradation and estrogenic impacts on goldfish (Carassius auratus L.)","year":2016,"lang":"en","type":"article","venue":"Water Research","topic":"Pharmaceutical and Antibiotic Environmental Impacts","field":"Environmental Science","cited_by":44,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan; University of Alberta","funders":"","keywords":"Effluent; Wastewater; Environmental chemistry; Chemistry; Advanced oxidation process; Sewage treatment; Hydrogen peroxide; Contamination; Environmental science; Environmental engineering; Ecology; Biology","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":[],"consensus_categories":[],"category_scores_codex":[0.0008355869,0.0002054437,0.0001698085,0.00007855632,0.0004104518,0.0001570475,0.0003527316,0.00007017044,0.0003400521],"category_scores_gemma":[0.0001231804,0.0001044153,0.00004104531,0.0001146157,0.000507476,0.0008682287,0.000406198,0.0002144112,0.0003875782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003747549,"about_ca_system_score_gemma":0.00001173412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001345466,"about_ca_topic_score_gemma":0.0000559021,"domain_scores_codex":[0.9973871,0.0001718866,0.0002538262,0.0005397497,0.0005887033,0.001058809],"domain_scores_gemma":[0.9991153,0.00007341378,0.00003486423,0.0003811076,0.00001940083,0.0003758796],"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":[0.0002586367,0.0001934679,0.004803987,0.00003227055,0.000009505115,0.000006855445,0.0003414496,0.00001633833,0.9787569,0.000004234392,0.0001209453,0.01545542],"study_design_scores_gemma":[0.001288736,0.0006316048,0.01001485,0.0001003973,0.00001216271,0.00001485915,0.0001302293,0.0002963427,0.9851364,0.0007099936,0.001451871,0.0002124957],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995622,0.00002598441,0.00009509171,0.002974285,0.00006954948,0.0006396344,0.00002708176,0.00003678732,0.0005095388],"genre_scores_gemma":[0.9980897,0.0001041369,0.0003713715,0.0001525597,0.00004685937,0.00003186175,0.00003569476,0.00003522133,0.001132556],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01524292,"threshold_uncertainty_score":0.4981662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08537784741147143,"score_gpt":0.388258112947778,"score_spread":0.3028802655363066,"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."}}