{"id":"W2045969791","doi":"10.1021/ie071637v","title":"Aqueous Metronidazole Degradation by UV/H<sub>2</sub>O<sub>2</sub> Process in Single-and Multi-Lamp Tubular Photoreactors: Kinetics and Reactor Design","year":2008,"lang":"en","type":"article","venue":"Industrial & Engineering Chemistry Research","topic":"Pharmaceutical and Antibiotic Environmental Impacts","field":"Environmental Science","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Aqueous solution; Chemistry; Kinetics; Degradation (telecommunications); Bicarbonate; Hydrogen peroxide; Metronidazole; Chromatography; Reaction rate constant; Nuclear chemistry; Analytical Chemistry (journal); Organic chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000274315,0.0006381104,0.0006127774,0.0001287937,0.0002304421,0.0006194793,0.0005963325,0.00127256,0.0007531625],"category_scores_gemma":[0.0005035993,0.0005320817,0.000727524,0.0001645812,0.0002346449,0.0004789956,0.0001578501,0.0003740683,0.0003262155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001535203,"about_ca_system_score_gemma":0.0009499784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01005319,"about_ca_topic_score_gemma":0.006551534,"domain_scores_codex":[0.9998895,0.00001932301,0.000007494958,0.00003301142,0.00003161824,0.00001907511],"domain_scores_gemma":[0.9998474,0.00006654247,0.00003201438,0.000009838744,0.00003297335,0.00001107379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002376237,0.00009538352,0.002731065,0.0001944258,0.00005101004,0.0001934579,0.00003883046,0.6565456,0.3313513,0.0007125633,0.0001647925,0.007683993],"study_design_scores_gemma":[0.00003820164,0.000136934,0.001059825,0.000004798837,0.00002666304,0.00007312222,0.00001976884,0.9068501,0.09101847,0.0002301776,0.0005252743,0.00001675935],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8874567,0.0008564032,0.1082374,0.0002526027,0.00003463518,0.00006608238,0.0002933108,0.0004157779,0.002387044],"genre_scores_gemma":[0.9780117,0.0004881838,0.01927982,0.00002363828,0.000004232617,0.00005865056,0.0001047522,0.00002656745,0.002002508],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01005319,"threshold_uncertainty_score":0.01998937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1004331362377698,"score_gpt":0.2996904415805682,"score_spread":0.1992573053427984,"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."}}