{"id":"W2018516201","doi":"10.1080/10934520701418706","title":"An ozone/hydrogen peroxide/microwave-enhanced advanced oxidation process for sewage sludge treatment","year":2007,"lang":"en","type":"article","venue":"Journal of Environmental Science and Health Part A","topic":"Wastewater Treatment and Nitrogen Removal","field":"Environmental Science","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Hydrogen peroxide; Chemistry; Sewage sludge; Ozone; Sewage treatment; Advanced oxidation process; Microwave; Environmental chemistry; Waste management; Catalysis; 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":[0.001566779,0.0002038985,0.0002743506,0.00009676816,0.0005486554,0.00004032279,0.0002390502,0.0000487164,0.0001167744],"category_scores_gemma":[0.000008002126,0.0001539127,0.00007609724,0.0001967676,0.00042556,0.001056388,0.0000414073,0.00007752058,0.00002319456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001139743,"about_ca_system_score_gemma":0.00009297283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002154171,"about_ca_topic_score_gemma":0.00009833234,"domain_scores_codex":[0.9978749,0.00002603421,0.0005329195,0.0003699699,0.0005956668,0.0006004865],"domain_scores_gemma":[0.9988289,0.00002384626,0.0004297509,0.0001661554,0.00001261576,0.0005387143],"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":[0.0001732515,0.0004386366,0.005558643,0.000008975351,0.00001085054,0.000006931788,0.001615119,0.00014016,0.9462582,0.000004610582,0.00003356442,0.04575101],"study_design_scores_gemma":[0.002300265,0.004400745,0.05526444,0.00002999779,0.00003557128,0.0001236958,0.001931323,0.0001131032,0.9318881,0.0001850921,0.003473395,0.0002542548],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979858,0.000193805,0.0006735505,0.0003166682,0.0001125184,0.0005628567,0.0000107382,0.000009597707,0.0001345122],"genre_scores_gemma":[0.9948775,0.0002869095,0.004240312,0.0003458946,0.0001025538,0.00001185782,0.000008357082,0.00001432349,0.0001122501],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04970579,"threshold_uncertainty_score":0.6276377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02542758762487671,"score_gpt":0.3176649818759064,"score_spread":0.2922373942510296,"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."}}