{"id":"W3152467823","doi":"10.2166/ws.2021.096","title":"Indicator-based rural water service sustainability assessment: a review","year":2021,"lang":"en","type":"review","venue":"Water Science & Technology Water Supply","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sustainability; Index (typography); Environmental Sustainability Index; Environmental economics; Sanitation; Sustainable development; Business; Equity (law); Water quality; Service (business); Environmental resource management; Corporate governance; Computer science; Environmental science; Environmental engineering; Political science; Economics; Marketing; Finance; World Wide Web","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.006174915,0.001254911,0.003228256,0.01345307,0.0004599923,0.002606093,0.001803402,0.001165312,0.002660813],"category_scores_gemma":[0.01310369,0.0006690411,0.00199464,0.01918495,0.0009676675,0.002731692,0.001410751,0.001187379,0.0004045654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002441981,"about_ca_system_score_gemma":0.007306374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005965704,"about_ca_topic_score_gemma":0.008199462,"domain_scores_codex":[0.9968086,0.001024129,0.0007270962,0.0003494736,0.000987879,0.0001028423],"domain_scores_gemma":[0.9882303,0.008378978,0.001377405,0.0001834228,0.001694299,0.0001356195],"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":[0.00005300825,0.0000618168,0.0009557888,0.2380059,0.0006983234,0.00007636559,0.0002714311,0.0007182458,0.0002586326,0.00525725,0.009323076,0.7443202],"study_design_scores_gemma":[0.00002979331,0.000192757,0.006571766,0.4069243,0.003880733,0.000802779,0.001054307,0.000889864,0.0006119761,0.005021072,0.5739253,0.00009543802],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001600483,0.9988889,0.0002433877,0.0002145983,0.00006993813,0.00001888658,0.00004208979,0.000004831473,0.0003572697],"genre_scores_gemma":[0.002273194,0.9971231,0.0004009039,0.00006923897,0.00003349733,0.00002290657,0.00003585027,0.000001735502,0.00003952498],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01345307,"threshold_uncertainty_score":0.03265643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01682882984020175,"score_gpt":0.3402834854145721,"score_spread":0.3234546555743704,"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."}}