{"id":"W2094758258","doi":"10.1080/09593332808618859","title":"FENTON REACTION IN THE PRESENCE OF HUMATES. TREATMENT OF HIGHLY CONTAMINATED WASTEWATER AT NEUTRAL pH","year":2007,"lang":"en","type":"article","venue":"Environmental Technology","topic":"Advanced oxidation water treatment","field":"Environmental Science","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Conestoga College","funders":"","keywords":"Chemistry; Hydrogen peroxide; Reagent; Wastewater; Ferrous; Cyanide; Environmental chemistry; Contamination; Arsenic; Fenton's reagent; Fenton reaction; Inorganic chemistry; Environmental engineering; Organic chemistry; Environmental science","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":[0.0002982006,0.0004812133,0.0002191061,0.000177083,0.0001651741,0.0001898307,0.0001476115,0.0003899799,0.0005949992],"category_scores_gemma":[0.0003222985,0.0001361835,0.000197689,0.0001104867,0.0001726153,0.0002482824,0.0002062934,0.0002301632,0.0002191362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002282763,"about_ca_system_score_gemma":0.0001474884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001000577,"about_ca_topic_score_gemma":0.001369472,"domain_scores_codex":[0.9997981,0.0000662473,0.00001174061,0.00002791424,0.00005968586,0.00003623246],"domain_scores_gemma":[0.9998965,0.0000319027,0.00002565956,0.000005826237,0.00002776839,0.00001236417],"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":[0.0001349456,0.00001185662,0.0001916875,0.0001368377,0.0000131775,0.00007316587,0.00003992748,0.0001406619,0.9963464,0.00008300478,0.00006169921,0.002766635],"study_design_scores_gemma":[0.00001128287,0.0003795005,0.000880672,0.000004419397,0.00001480841,0.0001712104,0.00001681723,0.0005160412,0.9964762,0.00006484737,0.001459787,0.000004322847],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9731224,0.005238386,0.01690449,0.0002865855,0.00009208451,0.0000813392,0.0001971498,0.0001226711,0.003954822],"genre_scores_gemma":[0.9895667,0.001759431,0.005113616,0.00007744999,0.00001493532,0.00002092982,0.0001763059,0.000006833324,0.003263677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001000577,"threshold_uncertainty_score":0.001990497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007479408783229812,"score_gpt":0.2245699820689606,"score_spread":0.2170905732857308,"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."}}