{"id":"W2906532521","doi":"","title":"Effectiveness and sustainability of community-led total sanitation in Yobe State, Nigeria","year":2018,"lang":"en","type":"article","venue":"Loughborough University Institutional Repository (Loughborough University)","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Global Affairs Canada; Government of Canada; Action Contre La Faim; UNICEF","keywords":"Sanitation; Open defecation; Sustainability; Latrine; Business; Environmental planning; Economic growth; Political science; Geography; Engineering; Economics; Environmental engineering","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.006976027,0.0002940752,0.0004071339,0.0005986608,0.0013911,0.001398151,0.0005058578,0.0004873946,0.001931339],"category_scores_gemma":[0.008902056,0.0002108816,0.0003988013,0.0005049591,0.001095778,0.001022605,0.002863281,0.0006992152,0.00009756373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002813191,"about_ca_system_score_gemma":0.01037025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01371835,"about_ca_topic_score_gemma":0.03842297,"domain_scores_codex":[0.9940981,0.004201879,0.000204129,0.0002716508,0.0006316416,0.0005926447],"domain_scores_gemma":[0.9949443,0.002461462,0.0006926052,0.0001730583,0.0007102159,0.001018316],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003513954,0.0100989,0.1162127,0.009948315,0.0004991578,0.0008881629,0.02551878,0.002886633,0.004105951,0.004300165,0.003018615,0.8190086],"study_design_scores_gemma":[0.002973184,0.07457168,0.6287625,0.02422572,0.002411365,0.001325028,0.1541967,0.008967994,0.01493502,0.006512932,0.0808792,0.0002385765],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.984102,0.002958007,0.0003639696,0.001514614,0.00006287161,0.0005020183,0.00006783328,0.00002287571,0.01040586],"genre_scores_gemma":[0.9970422,0.001320575,0.0007815755,0.0001029879,0.000008631151,0.0001497561,0.00002409967,0.000002918641,0.0005670901],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01371835,"threshold_uncertainty_score":0.03689319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007398155887419053,"score_gpt":0.2274846604767599,"score_spread":0.2200865045893408,"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."}}