{"id":"W1972673089","doi":"10.1007/s11270-012-1085-9","title":"Variability of Settling Characteristics of Solids in Dry and Wet Weather Flows in Combined Sewers: Implications for CSO Treatment","year":2012,"lang":"en","type":"article","venue":"Water Air & Soil Pollution","topic":"Urban Stormwater Management Solutions","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Environment and Climate Change Canada","funders":"Solar Energy Technologies Office","keywords":"Settling; Elutriation; Sanitary sewer; Environmental science; Sedimentation; Hydrology (agriculture); Clarifier; Combined sewer; Environmental engineering; Geotechnical engineering; Geology; Sediment; Chemistry; Ecology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004389268,0.0001129215,0.0001888936,0.00007417783,0.00004627223,0.00000426875,0.00007476564,0.00005752975,0.00004280481],"category_scores_gemma":[0.00001385699,0.00009138648,0.00004221449,0.0001074123,0.0001071557,0.0002296801,0.00008639546,0.00003779233,0.00001022053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003753107,"about_ca_system_score_gemma":0.000005654459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008715819,"about_ca_topic_score_gemma":0.0003611531,"domain_scores_codex":[0.9990563,0.0000557363,0.0003421225,0.0001808171,0.0000770381,0.0002879992],"domain_scores_gemma":[0.999611,0.00002446778,0.0000711943,0.0002400501,0.000007370297,0.00004593134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003946336,0.0005078492,0.972721,0.00002786928,0.00001367421,6.771214e-8,0.002722698,0.0005423786,0.02152264,0.0003278508,0.00003126664,0.001543262],"study_design_scores_gemma":[0.0007611171,0.00008924345,0.9919364,0.00001345454,0.00003219366,3.138489e-7,0.00005586937,0.002540054,0.002937089,0.001095971,0.0004363857,0.0001018839],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957871,0.000008127815,0.002624024,0.0005741047,0.00006938511,0.0005161203,0.0000830529,0.0000129196,0.0003251636],"genre_scores_gemma":[0.9988378,0.000008544735,0.0008233865,0.0000313674,0.0000194435,0.0001137749,0.00005046553,0.00001016029,0.0001050359],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01921545,"threshold_uncertainty_score":0.3726632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01428903425565067,"score_gpt":0.2320542064048147,"score_spread":0.217765172149164,"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."}}