{"id":"W2165455835","doi":"10.1139/s05-047","title":"Aerated stabilization basin design and operating practices in the Canadian pulp and paper industry","year":2006,"lang":"en","type":"article","venue":"Journal of Environmental Engineering and Science","topic":"Wastewater Treatment and Nitrogen Removal","field":"Environmental Science","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Aeration; Environmental science; Dredging; Aerated lagoon; Nutrient; Environmental engineering; Suspended solids; Settling; Sewage treatment; Pulp and paper industry; Waste management; Wastewater; Engineering; Ecology; Geology; Activated sludge; Oceanography; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007158899,0.00007539509,0.00006890236,0.00005946127,0.0001816712,0.0001363587,0.00008205823,0.00003928959,0.00003537158],"category_scores_gemma":[0.00002912262,0.00005045989,0.000006357057,0.0001292789,0.0001909806,0.0006305767,0.00003022474,0.0001567135,7.001505e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001221574,"about_ca_system_score_gemma":0.00001762514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003358075,"about_ca_topic_score_gemma":0.001020978,"domain_scores_codex":[0.9993578,0.00003098069,0.0001353382,0.0001155891,0.000206619,0.0001536761],"domain_scores_gemma":[0.9997537,0.00003920843,0.00007516011,0.00004397683,0.000001594329,0.00008633937],"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":[0.00001139268,0.00007659067,0.3406844,0.000005899917,0.000006657138,0.00009945444,0.001423958,0.06461274,0.5915402,0.0000438207,0.00003455719,0.001460362],"study_design_scores_gemma":[0.0003796487,0.0001370642,0.9653038,0.0000134597,0.00002299971,0.0005375096,0.0005476218,0.0245753,0.007928252,0.0000352422,0.0003841114,0.0001349961],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993717,0.0001546849,0.00004485922,0.0002525575,0.00001722251,0.00007466007,8.867673e-7,0.000001522202,0.00008189129],"genre_scores_gemma":[0.9948888,0.00002923697,0.004990017,0.00005175908,0.00001334725,0.000001066685,3.017531e-7,0.000003485311,0.00002202254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6246194,"threshold_uncertainty_score":0.5076428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01108568639320182,"score_gpt":0.1976288663071205,"score_spread":0.1865431799139187,"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."}}