{"id":"W7020131539","doi":"","title":"Investigation of endocrine disrupting compounds in membrane bioreactor and UV processes","year":2010,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Pharmaceutical and Antibiotic Environmental Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Membrane bioreactor; Bioreactor; Membrane; Wastewater; Biodegradation; Extracellular polymeric substance; Membrane fouling; Powdered activated carbon treatment","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003313317,0.0003387717,0.0004049524,0.0002263629,0.0002300546,0.000444727,0.000270826,0.000521923,0.0004690232],"category_scores_gemma":[0.0002714588,0.0001298088,0.0006295884,0.000284946,0.0001174529,0.0003911582,0.0001955551,0.000382287,0.000229222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004255245,"about_ca_system_score_gemma":0.0003716086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001635078,"about_ca_topic_score_gemma":0.001530574,"domain_scores_codex":[0.9996459,0.00005152964,0.00002667882,0.00007587329,0.0001576878,0.00004233323],"domain_scores_gemma":[0.9998645,0.00003392996,0.00003671384,0.000008922569,0.00004698943,0.000009042531],"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":[0.00004040136,0.00003386555,0.0003447161,0.0001384873,0.000009371999,0.00003300372,0.00001754096,0.0002037306,0.9958312,0.00003254704,0.00001980202,0.003295465],"study_design_scores_gemma":[0.000004082687,0.0005394063,0.002315562,0.00001246434,0.00002306906,0.0000727392,0.00006358356,0.0006836269,0.9944243,0.00002469712,0.00182998,0.000006386217],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900738,0.00423061,0.00412171,0.0001064991,0.00003330721,0.00004418898,0.0002418876,0.00003551097,0.001112689],"genre_scores_gemma":[0.9756033,0.007305247,0.01211786,0.0001192273,0.00001996192,0.00009095659,0.0004101811,0.00001905205,0.004314181],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001635078,"threshold_uncertainty_score":0.003251135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02049965481145162,"score_gpt":0.234134099872006,"score_spread":0.2136344450605544,"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."}}