{"id":"W3194929695","doi":"10.3390/w13162307","title":"Sustainable Wastewater Management to Reduce Freshwater Contamination and Water Depletion in Mexico","year":2021,"lang":"en","type":"article","venue":"Water","topic":"Water resources management and optimization","field":"Engineering","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"University of Toronto","keywords":"Sanitation; Wastewater; Business; Environmental planning; Reuse; Enforcement; Water resource management; Environmental science; Groundwater; Effluent; Environmental engineering; Waste management; Engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004615381,0.000196956,0.0001224382,0.0007775864,0.0005974461,0.0009399277,0.0003125893,0.0003168997,0.001941973],"category_scores_gemma":[0.0004638357,0.00008292632,0.0002712102,0.001001474,0.0003794131,0.0004449588,0.0008253641,0.000244653,0.00007788031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002175018,"about_ca_system_score_gemma":0.003340599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02696906,"about_ca_topic_score_gemma":0.05507721,"domain_scores_codex":[0.9998419,0.000049077,0.000009386183,0.00002201534,0.00003662052,0.00004092111],"domain_scores_gemma":[0.9998733,0.00001249318,0.0000543209,0.000008927091,0.00003629543,0.00001459445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003715118,0.0008593603,0.1311745,0.002038228,0.0003041003,0.001055269,0.001589484,0.05852751,0.03449978,0.1906665,0.03090097,0.5480127],"study_design_scores_gemma":[0.0003135134,0.001224446,0.3494524,0.001462599,0.0004650131,0.0004316774,0.007137889,0.04875548,0.02429516,0.0706374,0.4957265,0.00009795624],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8199735,0.01144309,0.03531638,0.02265006,0.0001565547,0.0003285021,0.001240602,0.0003160659,0.1085752],"genre_scores_gemma":[0.9735211,0.005003365,0.01509644,0.0003365648,0.00002387896,0.0001409006,0.0002660046,0.00001268267,0.005599107],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02696906,"threshold_uncertainty_score":0.05362421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005098939384520409,"score_gpt":0.1837983358170966,"score_spread":0.1786993964325762,"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."}}