{"id":"W3097552999","doi":"10.1139/er-2020-0030","title":"Trends in global research on sanitation: a 30-year perspective from 1990 to 2019","year":2020,"lang":"en","type":"article","venue":"Environmental Reviews","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sanitation; Hygiene; Improved sanitation; Sustainability; Sustainable development; Geography; Environmental planning; Environmental resource management; Political science; Environmental science; Medicine; Ecology","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":["metaresearch","bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.004903302,0.0006894463,0.001256804,0.05930848,0.0005781918,0.004336642,0.0005207718,0.0009928235,0.003271954],"category_scores_gemma":[0.01627443,0.0002946269,0.001701266,0.1124702,0.0007400076,0.00438677,0.001723289,0.001004691,0.001207571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003436058,"about_ca_system_score_gemma":0.005160174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01235878,"about_ca_topic_score_gemma":0.0210088,"domain_scores_codex":[0.9947154,0.0006992861,0.001853169,0.0006482422,0.001707111,0.0003768478],"domain_scores_gemma":[0.9767911,0.00829429,0.007448431,0.0003707224,0.006179284,0.0009160577],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0007838096,0.0001122306,0.2033161,0.08109689,0.002083478,0.001478566,0.005851685,0.001455862,0.002885393,0.01208031,0.0776159,0.6112399],"study_design_scores_gemma":[0.00002487771,0.0002015255,0.5484664,0.02215508,0.001183511,0.002432125,0.005623318,0.0005875537,0.001013615,0.001723088,0.4164799,0.0001089205],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.07222762,0.8589071,0.000675437,0.01236751,0.0009794813,0.00006914054,0.04261383,0.0001975869,0.01196235],"genre_scores_gemma":[0.2168797,0.7450945,0.00214694,0.002175902,0.001463119,0.0001553765,0.0301434,0.00008090113,0.001860206],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9950967,"threshold_uncertainty_score":0.02593142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08235321765494893,"score_gpt":0.3893306673744393,"score_spread":0.3069774497194904,"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."}}