{"id":"W2947408986","doi":"10.22215/etd/2008-08383","title":"Effect of enzyme additions, microaeration and grinding on septic tank performance and sludge accumulation rates","year":2008,"lang":"en","type":"dissertation","venue":"","topic":"Wastewater Treatment and Nitrogen Removal","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; University of Ottawa; U.S. Environmental Protection Agency","keywords":"Grinding; Septic tank; Waste management; Environmental science; Chemistry; Pulp and paper industry; Engineering; Mechanical engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006268961,0.0005216278,0.0005131334,0.0002189737,0.0001696471,0.0005380182,0.0003825652,0.000525239,0.002011316],"category_scores_gemma":[0.001290084,0.0003113467,0.0003910398,0.0003355854,0.0002678899,0.0004548327,0.0002175963,0.0005290812,0.0006994721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000445333,"about_ca_system_score_gemma":0.0004819163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003028451,"about_ca_topic_score_gemma":0.005278096,"domain_scores_codex":[0.9995893,0.00007871616,0.00006974809,0.00009978803,0.00007853432,0.0000839545],"domain_scores_gemma":[0.9992356,0.0004076807,0.0001014704,0.0000470389,0.00009934867,0.0001088535],"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":[0.004528739,0.000540972,0.00145985,0.0001708764,0.00004129557,0.00008570059,0.00008715093,0.001206794,0.9827085,0.00002799896,0.0001489137,0.008993203],"study_design_scores_gemma":[0.00004925468,0.002345621,0.00739566,0.00001661761,0.00006861336,0.00005513138,0.00004827285,0.0007873251,0.9884623,0.00001735519,0.0007339779,0.00001994121],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971751,0.0008207663,0.0005130626,0.00005738441,0.00004163469,0.00002698468,0.0003742818,0.00004278036,0.0009480382],"genre_scores_gemma":[0.9936379,0.0008783817,0.001406712,0.00005161998,0.00000899596,0.0000226716,0.0005107584,0.00002326533,0.003459671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003028451,"threshold_uncertainty_score":0.00672859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01094518492176727,"score_gpt":0.2558040722350931,"score_spread":0.2448588873133258,"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."}}