{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001053315,0.00009923822,0.0001430643,0.00002397605,0.0003488564,0.00005853068,0.00008959619,0.00009300589,0.000008326348],"category_scores_gemma":[0.00006247102,0.00007765672,0.0000436622,0.00005973112,0.0001210841,0.0001028196,0.00005685143,0.0001850105,0.000007418436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006620115,"about_ca_system_score_gemma":0.000007893432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001781622,"about_ca_topic_score_gemma":0.000254672,"domain_scores_codex":[0.9989828,0.0001406299,0.0002255797,0.0002350335,0.0001073021,0.0003086799],"domain_scores_gemma":[0.9996324,0.00003297145,0.0000563311,0.000131666,0.00005734403,0.00008926733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.01089974,0.001779179,0.2721207,0.01574448,0.0003293396,0.00002121111,0.1130615,0.000005608661,0.002561383,0.1922912,0.014116,0.3770697],"study_design_scores_gemma":[0.008875735,0.001845424,0.09329775,0.0007772814,0.00009138394,0.0001170473,0.004596516,0.000425194,0.1907164,0.6458655,0.05165214,0.001739569],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8018601,0.0006098257,0.01340181,0.1729725,0.002145456,0.002678694,0.0002297383,0.0006320115,0.005469871],"genre_scores_gemma":[0.9885282,0.00001134948,0.005366428,0.005929159,0.0001094278,0.00001772024,0.00001656228,0.000008963289,0.00001219934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4535743,"threshold_uncertainty_score":0.3166749,"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."}}