{"id":"W6996095487","doi":"","title":"Removal and transformation products of ibuprofen obtained during ozonation and sonication","year":2015,"lang":"en","type":"article","venue":"eScholarship@McGill (McGill)","topic":"Advanced oxidation water treatment","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Hydrogen peroxide; Sonication; Ozone; Oxalic acid; Degradation (telecommunications); Ibuprofen; Peroxide; Hydroxyl radical","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0004564047,0.0001648295,0.0001528098,0.00006734091,0.0002487712,0.0000163539,0.00009986936,0.00007608173,0.00002423853],"category_scores_gemma":[0.0001814632,0.0001589019,0.00001955263,0.0002336151,0.00009710533,0.001476269,0.0001031728,0.0001146228,0.00003964514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004342269,"about_ca_system_score_gemma":0.00000629164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008363203,"about_ca_topic_score_gemma":0.00005362849,"domain_scores_codex":[0.9986369,0.0001025715,0.0003309308,0.0003738217,0.0003581833,0.0001975818],"domain_scores_gemma":[0.9993656,0.00002479083,0.0001729305,0.0002376892,0.00005834828,0.0001406944],"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":[0.0002614343,0.0002471343,0.003914827,0.0001840232,0.00004649595,0.00001263844,0.0002796414,0.001124637,0.7733697,0.01843737,0.000001478597,0.2021207],"study_design_scores_gemma":[0.003432743,0.0002476016,0.07840946,0.00007322877,0.00007380494,0.0001739564,0.0003362811,0.0005718723,0.8833483,0.02544576,0.007364347,0.0005225778],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939352,0.00004752718,0.000008991581,0.0001487539,0.00004904131,0.0004757803,0.0000426929,0.00006316941,0.005228816],"genre_scores_gemma":[0.9924995,0.0000664883,0.007015816,0.00002683512,0.000006202589,0.00003137154,0.00004081605,0.00001930234,0.0002937064],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2015981,"threshold_uncertainty_score":0.6479829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01777965497882644,"score_gpt":0.2230463021327946,"score_spread":0.2052666471539681,"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."}}