{"id":"W1956745315","doi":"10.2166/wst.2004.0134","title":"Pharmaceutical rejection by membranes for wastewater reclamation and reuse","year":2004,"lang":"en","type":"article","venue":"Water Science & Technology","topic":"Pharmaceutical and Antibiotic Environmental Impacts","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Public Health Agency of Canada","keywords":"Chemistry; Membrane; Chromatography; Wastewater; Ibuprofen; Membrane bioreactor; Effluent; Environmental engineering; Environmental science; Biochemistry; Pharmacology","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":[0.0003274605,0.0001257124,0.0001056804,0.0001139258,0.0003242186,0.00004744194,0.000389134,0.00009828815,0.0001281804],"category_scores_gemma":[0.0000525938,0.00008443166,0.00002000986,0.0003333371,0.001956871,0.0005296436,0.000467745,0.0001191022,0.0001897877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001676483,"about_ca_system_score_gemma":0.00000534954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002165842,"about_ca_topic_score_gemma":0.000002373222,"domain_scores_codex":[0.9986608,0.000008691838,0.0001543064,0.0004462519,0.0002100603,0.0005198941],"domain_scores_gemma":[0.999576,0.000008229609,0.00002450796,0.0002469043,0.000004672319,0.0001396642],"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":[0.00001371663,0.00005966971,0.001071272,0.000009835499,0.000001519745,0.000001661217,0.0001860832,0.00007928867,0.9950885,0.00009756098,0.00008683743,0.003304092],"study_design_scores_gemma":[0.000532065,0.0001280777,0.0002268048,0.000007495679,0.00001014147,0.00005493579,0.00005538898,0.0003605499,0.9734455,0.008529332,0.01651069,0.0001390334],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9857186,0.0000416377,0.0009610735,0.01228736,0.000113204,0.000270061,0.000003580685,0.0001115366,0.0004929184],"genre_scores_gemma":[0.996923,0.00008315728,0.002312564,0.0004247119,0.00001251478,0.00001408259,0.000003613176,0.000008662053,0.0002176415],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02164298,"threshold_uncertainty_score":0.7210174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01664103442304551,"score_gpt":0.2800835918899529,"score_spread":0.2634425574669074,"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."}}