{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000190832,0.0001303016,0.0002299727,0.0000832048,0.00006693226,0.0000427808,0.0001910607,0.0000446437,0.001203793],"category_scores_gemma":[0.00005632593,0.0001206373,0.00008773007,0.0004128173,0.00003755911,0.00009549224,0.00007501446,0.0002331669,0.006702526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006274696,"about_ca_system_score_gemma":0.000002107214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002194083,"about_ca_topic_score_gemma":0.00002847986,"domain_scores_codex":[0.9984946,0.0003303654,0.0002447891,0.0004323253,0.0002788484,0.0002190707],"domain_scores_gemma":[0.999563,0.0000393988,0.00003499318,0.0001947087,0.000001479973,0.0001664362],"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":[0.002059584,0.001490832,0.05357263,0.0000375737,0.00003328759,0.00006429463,0.01654255,0.00002417435,0.004483166,0.0005115333,0.6719565,0.2492239],"study_design_scores_gemma":[0.001543112,0.0006918386,0.3470705,0.0001908852,0.00001300048,0.000001175223,0.001711144,0.00002276765,0.001066382,0.001058185,0.6463552,0.0002758573],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9105612,0.009269421,0.0000160993,0.0614272,0.0003118969,0.001230647,0.0002882665,0.00004702336,0.01684825],"genre_scores_gemma":[0.9935034,0.0005429086,0.0002877349,0.005044017,0.0003505917,0.00004074908,0.0001093821,0.00001606379,0.0001051684],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2934978,"threshold_uncertainty_score":0.9997092,"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."}}