{"id":"W2074535627","doi":"10.1080/01919510600985937","title":"Degradation of Aqueous Pharmaceuticals by Ozonation and Advanced Oxidation Processes: A Review","year":2006,"lang":"en","type":"review","venue":"Ozone Science and Engineering","topic":"Pharmaceutical and Antibiotic Environmental Impacts","field":"Environmental Science","cited_by":962,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Natural Resources; University of Alberta","funders":"","keywords":"Wastewater; Sewage treatment; Aquatic environment; Aqueous solution; Water treatment; Chemistry; Degradation (telecommunications); Adverse effect; Pharmacology; Medicine; Environmental science; Environmental engineering; Organic chemistry","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0004637848,0.0002182482,0.0004453448,0.00005136351,0.00007668446,0.00003150056,0.0001577548,0.00005743368,0.00004407451],"category_scores_gemma":[0.0001929536,0.000176707,0.00003023292,0.0007207292,0.0003315028,0.0005444169,0.0001386682,0.0001260135,0.00001312033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001208923,"about_ca_system_score_gemma":0.00003009415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000102218,"about_ca_topic_score_gemma":6.019579e-7,"domain_scores_codex":[0.9985843,0.00001552818,0.000339154,0.0003746792,0.0004292865,0.0002570523],"domain_scores_gemma":[0.9995241,0.00005827738,0.0001443573,0.0001069663,0.0000112598,0.0001550602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[5.599986e-7,0.00003252768,0.000009569339,0.0147038,0.000004213871,8.652301e-7,0.000005782314,0.000018067,0.007795859,0.000008496865,0.0001971282,0.9772232],"study_design_scores_gemma":[0.0001603604,0.00005003732,0.00005666374,0.01295698,0.0002622926,0.00004893411,0.000003700655,0.001044423,0.002523186,0.00000874713,0.9824589,0.0004257087],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001173871,0.9976106,0.00028709,0.00004429672,0.00003561625,0.0004424449,0.00001358682,0.00002194645,0.000370578],"genre_scores_gemma":[0.001075832,0.9980687,0.0006329641,0.00006103068,0.000008882645,0.00001316828,0.00002940489,0.00001365645,0.00009631699],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9822618,"threshold_uncertainty_score":0.7205902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0252341203683053,"score_gpt":0.31915164625198,"score_spread":0.2939175258836747,"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."}}