{"id":"W7075642805","doi":"","title":"Secondary effluent treatment by slow sand filters: performance and risk analysis","year":2003,"lang":"en","type":"article","venue":"NPARC","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Effluent; Filtration (mathematics); Sand filter; Linear regression; Regression analysis; Reliability (semiconductor); Filter (signal processing); Uncertainty analysis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.001220141,0.0004524276,0.000557774,0.0007109143,0.0002321222,0.0006980694,0.0002905542,0.0004632399,0.0006967657],"category_scores_gemma":[0.002047557,0.0001316083,0.0005604524,0.0003689742,0.0001983273,0.0002916491,0.0002596715,0.0002131863,0.0001806093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008560924,"about_ca_system_score_gemma":0.0003691065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004013378,"about_ca_topic_score_gemma":0.002604072,"domain_scores_codex":[0.9994112,0.0001339226,0.00002563676,0.00004510493,0.0003294258,0.00005466876],"domain_scores_gemma":[0.9984281,0.0006566438,0.000438788,0.0001068428,0.0003245874,0.00004503479],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.004203214,0.001059828,0.120622,0.0006497297,0.0002779942,0.0004140102,0.0002182464,0.26789,0.4384466,0.00170103,0.0007373617,0.16378],"study_design_scores_gemma":[0.00008546539,0.00753999,0.06922735,0.00003328761,0.000255327,0.0005746541,0.0001388033,0.4021049,0.5166076,0.001346824,0.002011939,0.00007381552],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868721,0.0003503512,0.01201117,0.00004132954,0.000003417823,0.0000275689,0.0000526001,0.00003806661,0.0006035484],"genre_scores_gemma":[0.9967174,0.000187559,0.002505013,0.000005330651,0.000002971442,0.000008626802,0.00004803359,0.000005445912,0.0005196484],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004013378,"threshold_uncertainty_score":0.007980049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01649624421932283,"score_gpt":0.1842156739861723,"score_spread":0.1677194297668494,"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."}}