{"id":"W7034446151","doi":"","title":"Two years of full-scale bioaugmentation trials on Winnipeg North high purity oxygen activated sludge system","year":2011,"lang":"en","type":"article","venue":"Florence Research (University of Florence)","topic":"Wastewater Treatment and Nitrogen Removal","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Bioaugmentation; Activated sludge; Oxygen; Sewage sludge treatment; Sewage sludge; Sewage treatment; Work (physics)","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":[0.001418003,0.001008056,0.002417685,0.0004212029,0.001969243,0.001104466,0.0009642333,0.0009655089,0.0006312308],"category_scores_gemma":[0.0008044538,0.0003460439,0.001224395,0.0007319144,0.0005181906,0.0008446996,0.001143518,0.000911266,0.0003593932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002789913,"about_ca_system_score_gemma":0.002944712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09394625,"about_ca_topic_score_gemma":0.1525723,"domain_scores_codex":[0.9991079,0.0001045828,0.000117184,0.0002443997,0.0002085925,0.000217307],"domain_scores_gemma":[0.9985821,0.0001722674,0.0001231552,0.0001400541,0.0006672032,0.0003151933],"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":[0.003857415,0.002948677,0.004024802,0.0002080855,0.000131189,0.0002877137,0.0003789507,0.001204873,0.9757994,0.00004475056,0.0001941941,0.01091983],"study_design_scores_gemma":[0.0005958899,0.03214893,0.07613841,0.00004138631,0.0005500658,0.0002691607,0.001119705,0.001877743,0.8807645,0.00009587432,0.006247214,0.0001511634],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982136,0.00024454,0.0004352377,0.00005617045,0.00002309561,0.0002122148,0.0002916318,0.00002458168,0.0004989413],"genre_scores_gemma":[0.9881436,0.0004517659,0.003578974,0.0001532517,0.00001698598,0.0002650378,0.001803147,0.00003253204,0.005554781],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09394625,"threshold_uncertainty_score":0.1867988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08215843578757473,"score_gpt":0.2797452006411379,"score_spread":0.1975867648535632,"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."}}