{"id":"W2897679687","doi":"10.1016/j.envpol.2018.10.076","title":"A critical review on the application of the National Sanitation Foundation Water Quality Index","year":2018,"lang":"en","type":"review","venue":"Environmental Pollution","topic":"Water Quality and Pollution Assessment","field":"Environmental Science","cited_by":238,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Total dissolved solids; Total suspended solids; Suspended solids; Water quality; Environmental science; Sanitation; Index (typography); Fecal coliform; Environmental engineering; Hydrology (agriculture); Mathematics; Statistics; Wastewater; Computer science; Engineering; Ecology; Geotechnical 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":[0.00409473,0.001068877,0.002313589,0.006678151,0.0003866529,0.001858003,0.001309736,0.00137623,0.003328199],"category_scores_gemma":[0.008829172,0.0004261498,0.001708617,0.006313571,0.0008711814,0.00196263,0.0009745873,0.001813034,0.0007137487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001429308,"about_ca_system_score_gemma":0.005456492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00447621,"about_ca_topic_score_gemma":0.007847814,"domain_scores_codex":[0.9986005,0.0003093447,0.0003866776,0.0001890988,0.0004641043,0.00005022106],"domain_scores_gemma":[0.9946535,0.003282146,0.0005990621,0.00007407845,0.00129859,0.00009270437],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007401923,0.00005295135,0.0005669785,0.08354194,0.0003132727,0.000110041,0.0001207101,0.0002572935,0.0005108779,0.004820069,0.03617845,0.8734534],"study_design_scores_gemma":[0.00003121457,0.0001506068,0.002922355,0.04157142,0.001106545,0.0005683975,0.0002028949,0.0001424563,0.0005702829,0.002684352,0.9499796,0.00006976962],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008252461,0.9982786,0.0001237935,0.0006744718,0.0003525532,0.000009821011,0.00004823456,0.000002653906,0.0004272586],"genre_scores_gemma":[0.000788577,0.9980592,0.0003153583,0.0004266382,0.0001912924,0.00001097098,0.0000419785,0.000001673206,0.0001642721],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006678151,"threshold_uncertainty_score":0.02165526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09555650254673086,"score_gpt":0.3831535892929852,"score_spread":0.2875970867462543,"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."}}