{"id":"W3090270889","doi":"10.5539/enrr.v10n3p55","title":"Classification of Sanitation Services and Students’ Sanitation Practices among Schools in Lagos, Nigeria","year":2020,"lang":"en","type":"article","venue":"Environment and Natural Resources Research","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sanitation; Open defecation; Toilet; Defecation; Environmental health; Descriptive statistics; Hygiene; Observational study; Improved sanitation; Logistic regression; Medicine; Service (business); Socioeconomics; Psychology; Business; Sociology; Surgery; Statistics; Mathematics; Marketing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006633407,0.0002258675,0.0002070623,0.001763285,0.0007755986,0.0009286277,0.0002943846,0.000346912,0.001961478],"category_scores_gemma":[0.001809734,0.0002405809,0.0002121079,0.001765375,0.0005093507,0.0004712377,0.000657596,0.000343411,0.0001675608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008600107,"about_ca_system_score_gemma":0.001496985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01521635,"about_ca_topic_score_gemma":0.02337009,"domain_scores_codex":[0.9995085,0.00009529792,0.00010918,0.00004650238,0.0001144437,0.0001261146],"domain_scores_gemma":[0.9985265,0.0002562566,0.0007669899,0.00002906351,0.0001498228,0.0002713567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001367904,0.00003959747,0.9966395,0.0000292213,0.00000291784,0.00009634963,0.0009395977,0.0000165221,0.0001050544,0.00006724743,0.00004815858,0.002002228],"study_design_scores_gemma":[0.000002334443,0.00007363528,0.9893812,0.00007460565,0.000006646442,0.0001704501,0.009641464,0.0001498674,0.000074394,0.00004437539,0.0003772783,0.00000363828],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990554,0.0001696192,0.00002054623,0.00004986468,0.000003130066,0.00001452577,0.00006278935,0.000001472628,0.0006226648],"genre_scores_gemma":[0.9995335,0.0001818775,0.00007490664,0.000007501599,0.000001351328,0.0000103933,0.00005484559,3.413253e-7,0.0001353348],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01521635,"threshold_uncertainty_score":0.03025556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05017897797988938,"score_gpt":0.359532651648935,"score_spread":0.3093536736690456,"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."}}