{"id":"W2914539812","doi":"10.3390/w11020298","title":"A Traditional Closed-Loop Sanitation System in a Chronic Emergency: A Qualitative Study from Afghanistan","year":2019,"lang":"en","type":"article","venue":"Water","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of Victoria","funders":"Action Contre La Faim; University of Science and Technology Beijing","keywords":"Sanitation; SWOT analysis; Citizen journalism; Environmental planning; Business; Geography; Engineering; Political science; Environmental engineering; Marketing","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":[0.009693991,0.0006919865,0.001067386,0.001358868,0.01582658,0.003692813,0.001802425,0.001835718,0.004856947],"category_scores_gemma":[0.008557873,0.0007729495,0.0003628749,0.00161236,0.009002357,0.003362268,0.004754547,0.003013114,0.0004465343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006888973,"about_ca_system_score_gemma":0.008007262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03120068,"about_ca_topic_score_gemma":0.05544344,"domain_scores_codex":[0.9934058,0.004447842,0.0001701543,0.000332121,0.0002921024,0.001351892],"domain_scores_gemma":[0.9916563,0.005418056,0.0007510881,0.000162544,0.0008015216,0.001210504],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002453888,0.00006818704,0.003079522,0.000148194,0.000003293575,0.0009905114,0.9922161,0.00002040119,0.0005463864,0.0003773796,0.0002868275,0.002238512],"study_design_scores_gemma":[0.000001476737,0.00002931508,0.0006346982,0.00007900389,0.000001464361,0.0001165377,0.9975778,0.00001972686,0.00005436926,0.00005049859,0.001430278,0.000004803154],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948316,0.0004672953,0.0005430189,0.001960073,0.00004030191,0.0001191395,0.00005119273,0.00000635367,0.001980928],"genre_scores_gemma":[0.9954026,0.0008592324,0.0004876467,0.001222157,0.00001328212,0.0001963571,0.00003050264,0.00001404751,0.00177413],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03120068,"threshold_uncertainty_score":0.06203812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03459149006907941,"score_gpt":0.311895498522568,"score_spread":0.2773040084534886,"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."}}