{"id":"W7034794593","doi":"","title":"WaSH: Integrated Social Empowerment Toolkit for Community WaSH and Wellbeing - W:ISE Toolkit Handbook","year":2015,"lang":"en","type":"book","venue":"UNU Collections (United Nations University)","topic":"Nanotechnology research and applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Empowerment; Social Welfare; Social care; Social research; Context (archaeology)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002288557,0.0007431354,0.0005253376,0.001367885,0.00138509,0.003919533,0.001617598,0.001505706,0.1035855],"category_scores_gemma":[0.004039248,0.0005866401,0.0004768878,0.001632605,0.001006103,0.004328615,0.006005184,0.002688562,0.04121697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001478607,"about_ca_system_score_gemma":0.005347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003486741,"about_ca_topic_score_gemma":0.01511784,"domain_scores_codex":[0.9988692,0.0004064075,0.00009498453,0.00006349113,0.00047299,0.00009278927],"domain_scores_gemma":[0.9984835,0.0007658072,0.00005735016,0.0001458622,0.0003242075,0.0002233166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002118376,0.00008687339,0.0001323292,0.000836348,0.000006533013,0.00008833507,0.002885511,0.0003544017,0.0003670176,0.02463055,0.6696534,0.3009375],"study_design_scores_gemma":[0.000004666939,0.000007243188,0.0001740513,0.0003286055,0.000001893514,0.00008123981,0.0006245201,0.0000683429,0.0001470923,0.006460776,0.9920913,0.00001024487],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002971484,0.008026358,0.09298556,0.01257601,0.002504254,0.002015773,0.008940765,0.01106447,0.8589153],"genre_scores_gemma":[0.01342703,0.009886337,0.09392746,0.004563329,0.0002080172,0.004255288,0.01022903,0.005965102,0.8575384],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1035855,"threshold_uncertainty_score":0.3465281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02002375276134205,"score_gpt":0.2217796150206953,"score_spread":0.2017558622593533,"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."}}