{"id":"W3025960121","doi":"10.1016/j.resconrec.2020.104947","title":"Improper solid waste management increases potential for COVID-19 spread in developing countries","year":2020,"lang":"en","type":"article","venue":"Resources Conservation and Recycling","topic":"Healthcare and Environmental Waste Management","field":"Medicine","cited_by":378,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Solid waste management; 2019-20 coronavirus outbreak; Developing country; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Business; Environmental science; Natural resource economics; Waste management; Municipal solid waste; Virology; Medicine; Economics; Engineering; Economic growth; Outbreak","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":[0.001783525,0.0004488923,0.0003296231,0.00238982,0.001231034,0.002470889,0.0003659138,0.0007842828,0.0108556],"category_scores_gemma":[0.003326053,0.0002460869,0.0005706956,0.002895118,0.001048071,0.0008845924,0.001885777,0.0007088134,0.000812091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001469095,"about_ca_system_score_gemma":0.003485671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01375583,"about_ca_topic_score_gemma":0.01622311,"domain_scores_codex":[0.9981736,0.000611618,0.0001907708,0.00009459804,0.0003507638,0.00057864],"domain_scores_gemma":[0.9953354,0.0008275304,0.002495146,0.0001775233,0.0008146059,0.0003498268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003144736,0.0001806445,0.9124907,0.0004339404,0.0001026108,0.00369946,0.001551669,0.0005459483,0.002117639,0.002645302,0.002535233,0.07338232],"study_design_scores_gemma":[0.00003203,0.0005908292,0.8723772,0.00212566,0.0003962186,0.007096357,0.04045163,0.00142014,0.01439205,0.004585313,0.05647164,0.00006096466],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9736992,0.003067091,0.0009498203,0.002180589,0.00004527222,0.00006480637,0.0008267645,0.00004409429,0.01912234],"genre_scores_gemma":[0.9944873,0.002774226,0.000747124,0.0002699388,0.0000191234,0.00001707094,0.0002117956,0.00000827727,0.001465097],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01375583,"threshold_uncertainty_score":0.03631556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04720131245670116,"score_gpt":0.3094601430447043,"score_spread":0.2622588305880031,"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."}}