{"id":"W1972666418","doi":"10.1080/03601234.2013.836871","title":"Photocatalytic degradation of agricultural antibiotics using a UV-LED light source","year":2013,"lang":"en","type":"article","venue":"Journal of Environmental Science and Health Part B","topic":"Pharmaceutical and Antibiotic Environmental Impacts","field":"Environmental Science","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Photocatalysis; Mineralization (soil science); Degradation (telecommunications); Environmental chemistry; Slurry; Contamination; Absorbance; Chemistry; Pulp and paper industry; Nuclear chemistry; Environmental science; Chromatography; Catalysis; Environmental engineering; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008419257,0.0001584642,0.0002778376,0.00006079722,0.0002802449,0.00004356977,0.0002589003,0.0000435269,0.0007435687],"category_scores_gemma":[0.00002574309,0.0001094489,0.00006114092,0.0002682314,0.0009799157,0.001019208,0.0002144656,0.0001733698,0.0000799187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004407009,"about_ca_system_score_gemma":0.00004194391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001037629,"about_ca_topic_score_gemma":0.000003822402,"domain_scores_codex":[0.997866,0.00004058973,0.0005880482,0.0002220151,0.0008443734,0.0004389625],"domain_scores_gemma":[0.9987598,0.00002297897,0.0005354994,0.0001217407,0.000007515446,0.0005524793],"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":[0.000007423614,0.0002992259,0.06288881,0.00002293928,0.000008712338,0.000001891993,0.0002903546,0.000258889,0.9277489,0.000006722107,0.0006574089,0.007808723],"study_design_scores_gemma":[0.0005737448,0.0004521846,0.8330716,0.0001070319,0.00003008925,0.0002137877,0.0008242025,0.001097046,0.1618186,0.00003865314,0.001564233,0.0002087555],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975542,0.0001519952,0.00008203971,0.001375815,0.0001121143,0.000281878,0.000003528638,0.000003697245,0.0004347163],"genre_scores_gemma":[0.9975888,0.0003525535,0.001146436,0.0006691309,0.00004421874,2.089271e-7,9.802532e-7,0.000007395734,0.000190341],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7701828,"threshold_uncertainty_score":0.8141556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03826811763402022,"score_gpt":0.3067613649655665,"score_spread":0.2684932473315463,"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."}}