{"id":"W2012358127","doi":"10.1139/l10-100","title":"Tetracycline degradation by ozonation, and evaluation of biodegradability and toxicity of ozonation byproductsPaper submitted to the Journal of Environmental Engineering and Science.","year":2010,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"Pharmaceutical and Antibiotic Environmental Impacts","field":"Environmental Science","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Southern Medical University","keywords":"Tetracycline; Chemistry; Biodegradation; Luminescent bacteria; Ozone; Degradation (telecommunications); Chemical oxygen demand; Pollutant; Environmental chemistry; Acute toxicity; Toxicity; Bacteria; Microorganism; High-performance liquid chromatography; Chromatography; Environmental engineering; Antibiotics; Organic chemistry; Biochemistry; Wastewater; Environmental science; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002002756,0.00009217213,0.0001390594,0.0001426969,0.00005960501,0.00001827251,0.0001252565,0.00003553379,0.0001251566],"category_scores_gemma":[0.0005774926,0.00007146881,0.00001952808,0.0001938045,0.0002851131,0.0004071929,0.00002985731,0.0001813626,2.681423e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001245268,"about_ca_system_score_gemma":0.00005761038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000123027,"about_ca_topic_score_gemma":0.001306571,"domain_scores_codex":[0.998918,0.00002419121,0.0003578898,0.00009465308,0.0004579976,0.0001472628],"domain_scores_gemma":[0.9992856,0.0000634547,0.000184596,0.00007854997,0.00003616908,0.0003516369],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.000005299023,0.0000216876,0.03072588,0.00001307026,0.000009146735,4.694066e-7,0.0002766376,0.006512273,0.9554128,0.000007776512,0.00002914018,0.006985795],"study_design_scores_gemma":[0.0004046903,0.0001220365,0.7476633,0.00003957571,0.00007101423,0.0001149426,0.00008360951,0.02138017,0.2296052,0.00003435135,0.0003770314,0.0001040805],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984149,0.0004064761,0.00049559,0.0004030715,0.0001313043,0.0001056446,0.00001709622,8.864654e-7,0.00002499605],"genre_scores_gemma":[0.9992592,0.00006560153,0.0006159804,0.00002095278,0.00002809015,2.118247e-7,8.145954e-7,0.000006008183,0.00000315174],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7258076,"threshold_uncertainty_score":0.2914414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01033301558149414,"score_gpt":0.2263583723121445,"score_spread":0.2160253567306503,"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."}}