{"id":"W4243865554","doi":"10.22215/etd/2013-06556","title":"Washed up? : an analysis of water access, sanitation and hygiene programmes","year":2013,"lang":"en","type":"dissertation","venue":"","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; United Nations University Institute for Water, Environment, and Health; Canadian Heritage; Library and Archives Canada","funders":"","keywords":"Sanitation; Hygiene; Political science; Medicine; Engineering; Environmental engineering","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":[0.001162496,0.0001913196,0.0003846828,0.001777886,0.0004678176,0.001198672,0.0007946088,0.0005333107,0.006575861],"category_scores_gemma":[0.005386792,0.0001873562,0.0006626226,0.004475966,0.000380537,0.00131324,0.001629476,0.0008352885,0.0005530577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001981117,"about_ca_system_score_gemma":0.002440565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06002003,"about_ca_topic_score_gemma":0.092604,"domain_scores_codex":[0.9982008,0.0006731332,0.0001501851,0.0001616588,0.0003965729,0.0004176184],"domain_scores_gemma":[0.9967718,0.001084088,0.0009539953,0.00008428599,0.0005284671,0.0005773855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006708791,0.0005941957,0.8841308,0.0006244867,0.0002880348,0.0003242106,0.01101323,0.0004379541,0.0005039559,0.002409669,0.002789329,0.09621324],"study_design_scores_gemma":[0.000016343,0.0002814988,0.9808185,0.0001348971,0.0000595944,0.00007121322,0.01449506,0.0002384999,0.0001146792,0.0001358665,0.003624843,0.000009076031],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869244,0.001895517,0.000222973,0.0006298471,0.00001407072,0.0001372073,0.002726372,0.000009780096,0.007439759],"genre_scores_gemma":[0.9893963,0.001667939,0.0005487162,0.0003151436,0.00001904532,0.0001769463,0.00201191,0.00001314805,0.005851012],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06002003,"threshold_uncertainty_score":0.1193414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01762051598573561,"score_gpt":0.3197897182982377,"score_spread":0.3021692023125021,"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."}}