{"id":"W2053346794","doi":"10.1680/jees.2013.0061","title":"Tetracycline degradation by ozonation, and evaluation of biodegradability and toxicity of ozonation byproducts","year":2013,"lang":"en","type":"article","venue":"Journal of Environmental Engineering and Science","topic":"Pharmaceutical and Antibiotic Environmental Impacts","field":"Environmental Science","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tetracycline; Chemistry; Luminescent bacteria; Biodegradation; Ozone; Chemical oxygen demand; Degradation (telecommunications); Environmental chemistry; Pollutant; Toxicity; Acute toxicity; Bacteria; High-performance liquid chromatography; Microorganism; Chromatography; Antibiotics; Organic chemistry; Environmental engineering; Biochemistry; Wastewater; Biology; Environmental science","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":[0.001103959,0.00009029335,0.0001327933,0.00005724554,0.00005272142,0.00001630971,0.0000820733,0.00002854831,0.0001393877],"category_scores_gemma":[0.0001675314,0.00007287676,0.00001657765,0.0001263062,0.000662077,0.0007476211,0.00008159578,0.00007812204,0.0000012828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009456313,"about_ca_system_score_gemma":0.000007068983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001803074,"about_ca_topic_score_gemma":3.928317e-7,"domain_scores_codex":[0.9987459,0.00002603063,0.0003136587,0.0001632118,0.0006335494,0.0001176846],"domain_scores_gemma":[0.9995394,0.00004777886,0.0001885106,0.00007117332,0.00001155886,0.0001415391],"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":[0.000003748164,0.000102152,0.03754286,0.00001284554,0.000003789638,9.439258e-8,0.00007807339,0.0009001704,0.9374185,0.000005769121,0.00001314727,0.02391883],"study_design_scores_gemma":[0.0002933536,0.0001127006,0.6771277,0.00001727182,0.00002370495,0.0000167288,0.00004937615,0.0310045,0.2911404,0.0001205879,0.00002505826,0.0000685768],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989107,0.0004463182,0.0002377216,0.0001722163,0.00003857979,0.0001248263,0.000007797035,0.000001804918,0.0000599931],"genre_scores_gemma":[0.9980663,0.0002600855,0.001631657,0.00001566753,0.000006643004,6.158699e-7,0.000001070318,0.000003533343,0.00001444951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6462781,"threshold_uncertainty_score":0.2971828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01409274426513482,"score_gpt":0.2479750892350714,"score_spread":0.2338823449699366,"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."}}