{"id":"W2770297280","doi":"10.1080/11287462.2011.10800695","title":"Protecting and Managing Water Quality for Health","year":2011,"lang":"en","type":"article","venue":"Global Bioethics","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"United Nations University Institute for Water, Environment, and Health","funders":"","keywords":"Sanitation; Business; Sustainability; Psychological intervention; Water supply; Water quality; Wastewater; Environmental planning; Clean water; Quality (philosophy); Natural resource economics; Environmental resource management; Environmental science; Environmental engineering; Waste management; Economics; Engineering; Medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007218257,0.0003735931,0.0003566157,0.0007891606,0.002931955,0.005348263,0.001389243,0.00268802,0.00756317],"category_scores_gemma":[0.01126741,0.0002114014,0.0003378681,0.0006552341,0.004768553,0.003865728,0.005645203,0.002852876,0.001637568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002725142,"about_ca_system_score_gemma":0.01495991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006786749,"about_ca_topic_score_gemma":0.007205843,"domain_scores_codex":[0.9948178,0.002675429,0.0002471395,0.0004316064,0.001189286,0.0006387702],"domain_scores_gemma":[0.9941382,0.001437398,0.0009310956,0.0005791293,0.001482584,0.00143154],"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":[0.00007726802,0.000442001,0.0218292,0.001106564,0.0001447778,0.0005211037,0.01123562,0.002824268,0.007914555,0.1480258,0.22003,0.5858487],"study_design_scores_gemma":[0.00002750066,0.0003059119,0.01052978,0.001015405,0.00005198279,0.0003928556,0.0112655,0.001124556,0.004574148,0.1929917,0.7776485,0.00007225483],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.03914508,0.01812462,0.05914019,0.6586271,0.003987762,0.0003822853,0.00015894,0.0005689774,0.2198651],"genre_scores_gemma":[0.7275062,0.0449338,0.08265758,0.07239457,0.003058513,0.000489303,0.0002517945,0.0002495003,0.06845874],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.00756317,"threshold_uncertainty_score":0.03817427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1616776924765428,"score_gpt":0.4113332534945378,"score_spread":0.249655561017995,"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."}}