{"id":"W1986924460","doi":"10.5539/jsd.v3n4p210","title":"Sustainable Water Service Delivery: An Assessment of a Water Agency in a Rapidly Urbanizing City in Nigeria","year":2010,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Corporation; Water supply; Business; Payment; Service (business); Service delivery framework; Agency (philosophy); Distribution (mathematics); State (computer science); Sample (material); Water industry; Environmental planning; Water resource management; Environmental economics; Finance; Environmental science; Marketing; Environmental engineering; Economics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002847003,0.0002734375,0.0005751929,0.001204349,0.0001851727,0.0001640277,0.0004959305,0.0001701215,0.0002792374],"category_scores_gemma":[0.00004528933,0.0001954708,0.00008708756,0.0005177205,0.0000376557,0.001415532,0.0002596449,0.0007700347,0.000003007248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008691807,"about_ca_system_score_gemma":0.0003849745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006463311,"about_ca_topic_score_gemma":0.0006476279,"domain_scores_codex":[0.9965099,0.0001848525,0.001354904,0.0002872195,0.0005304349,0.001132754],"domain_scores_gemma":[0.9979417,0.00003680913,0.0002738104,0.0002486171,0.001301973,0.0001971333],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003114707,0.005335267,0.6112323,0.00378679,0.000173603,0.00662492,0.188012,0.001029839,0.1772674,0.0006606704,0.0008282055,0.001934251],"study_design_scores_gemma":[0.008552334,0.000505291,0.49143,0.0003549725,0.00003732221,0.0002047489,0.05505551,0.0002697097,0.4145732,0.004495321,0.02370597,0.0008156548],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963925,0.0000402951,0.00007187685,0.002276252,0.0003614054,0.0005356703,6.448394e-7,0.00001533363,0.0003059531],"genre_scores_gemma":[0.995242,0.000008392545,0.003772337,0.0003727987,0.0001038769,0.00002052137,0.00001500565,0.00003430378,0.0004307551],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2373058,"threshold_uncertainty_score":0.7971066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01203766442421524,"score_gpt":0.2763726802957654,"score_spread":0.2643350158715502,"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."}}