{"id":"W3193507751","doi":"10.1021/acsenvironau.1c00005","title":"Impacts of COVID-19 Outbreak on the Municipal Solid Waste Management: Now and beyond the Pandemic","year":2021,"lang":"en","type":"review","venue":"ACS Environmental Au","topic":"Healthcare and Environmental Waste Management","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"Innovation, Science and Economic Development Canada; University of Guelph","funders":"Ontario Ministry of Economic Development and Innovation; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Ontario Ministry of Agriculture, Food and Rural Affairs; Agriculture and Agri-Food Canada; University of Guelph","keywords":"Municipal solid waste; Pandemic; Coronavirus disease 2019 (COVID-19); Waste management; Solid waste management; Environmental planning; Business; Environmental science; Outbreak; Engineering; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007342659,0.0005845399,0.001290406,0.000114117,0.000304764,0.00002674712,0.0004143583,0.0002286272,0.0002855789],"category_scores_gemma":[0.00002915795,0.0003210808,0.0003912157,0.0001608474,0.0005689348,0.00004568145,0.001090181,0.000629987,0.0001774332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001028054,"about_ca_system_score_gemma":0.00008164921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001057449,"about_ca_topic_score_gemma":0.00007965347,"domain_scores_codex":[0.9970279,0.0003667831,0.0007599387,0.0006255842,0.0006645012,0.0005552588],"domain_scores_gemma":[0.997606,0.0003534034,0.0003877616,0.001268552,0.000001631864,0.0003826898],"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":[0.00006101126,0.0005674805,0.001044495,0.01708992,0.001858361,0.0003303767,0.001520455,0.00001777359,0.00001375845,0.0004713644,0.004863716,0.9721613],"study_design_scores_gemma":[0.0006026602,0.0003108073,0.0004091668,0.002530143,0.001889139,0.0001785075,0.004660446,0.000005902561,0.000010767,0.00003481687,0.9890642,0.0003033996],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01116886,0.9785092,0.000003405912,0.002287809,0.0001649206,0.002628207,0.0001810652,0.00002175539,0.005034703],"genre_scores_gemma":[0.01942524,0.9717786,0.00001628596,0.005503147,0.0001450099,0.0001728861,0.0003510122,0.00008256419,0.002525216],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9842005,"threshold_uncertainty_score":0.9999241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05748668762449977,"score_gpt":0.3414113405773619,"score_spread":0.2839246529528622,"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."}}