{"id":"W2782969398","doi":"10.2175/193864717821496347","title":"The sludge ozonation for different types of mixed liquor under high and low pH conditions by a plug-flow reactor","year":2017,"lang":"en","type":"article","venue":"Proceedings of the Water Environment Federation","topic":"Water Quality Monitoring and Analysis","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Plug flow; Spark plug; Flow (mathematics); Waste management; Pulp and paper industry; Chemistry; Environmental science; Chemical engineering; Engineering; Mechanics; Physics; Mechanical engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002930631,0.0005652705,0.0004597429,0.0002814794,0.0002286368,0.0006595046,0.0003521651,0.0004119514,0.0008822331],"category_scores_gemma":[0.0002321103,0.0002824113,0.0004619369,0.0002294314,0.0002689002,0.0004676839,0.0003093182,0.000510618,0.0002269585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000285347,"about_ca_system_score_gemma":0.0004906142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001939236,"about_ca_topic_score_gemma":0.002840742,"domain_scores_codex":[0.9998202,0.00002658309,0.00001343796,0.00004634667,0.00005498782,0.00003846919],"domain_scores_gemma":[0.9999053,0.00002121641,0.00001992245,0.000007737002,0.00002612646,0.00001970756],"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":[0.001059534,0.00005784026,0.0004895583,0.00009172056,0.00001303792,0.0000326642,0.00003975845,0.0003027054,0.9936094,0.00005648811,0.00005302014,0.004194321],"study_design_scores_gemma":[0.00003463357,0.0006306994,0.002873823,0.000004656593,0.00004333872,0.00004019526,0.0000422789,0.003523005,0.9922993,0.00002234193,0.0004726172,0.00001326047],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970909,0.0003013286,0.002022412,0.00003857859,0.00002398917,0.00001318707,0.0001290433,0.00006062762,0.0003199133],"genre_scores_gemma":[0.9965984,0.0003122246,0.001866586,0.00001441649,0.000008048342,0.000008835649,0.0001687773,0.00001311362,0.001009613],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001939236,"threshold_uncertainty_score":0.003855884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01097739451556261,"score_gpt":0.2175362081495749,"score_spread":0.2065588136340122,"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."}}