{"id":"W4297537327","doi":"10.1016/j.scs.2022.104219","title":"Evolution of COVID-19 municipal solid waste disposal behaviors using epidemiology-based periods defined by World Health Organization guidelines","year":2022,"lang":"en","type":"article","venue":"Sustainable Cities and Society","topic":"Healthcare and Environmental Waste Management","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of the Fraser Valley; University of Regina","funders":"Natural Sciences and Engineering Research Council of Canada; University of Regina","keywords":"Coronavirus disease 2019 (COVID-19); Epidemiology; Pandemic; Municipal solid waste; Environmental health; Capital city; Environmental science; Geography; Socioeconomics; Waste management; Medicine; Engineering; Economics; Disease","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":[],"consensus_categories":[],"category_scores_codex":[0.001278485,0.0001421333,0.0003943231,0.00007423537,0.0009244858,0.000008034102,0.00006578907,0.00005143919,0.0001444662],"category_scores_gemma":[0.0002089374,0.00014338,0.00009980224,0.0003973446,0.0001951781,0.00005648659,0.000223265,0.0001751254,1.599528e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002264776,"about_ca_system_score_gemma":0.0006928958,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009883711,"about_ca_topic_score_gemma":0.00004139739,"domain_scores_codex":[0.9983321,0.0002191985,0.0005259935,0.0002550682,0.0002128827,0.0004547931],"domain_scores_gemma":[0.9992039,0.00007958223,0.0002147076,0.0001945116,0.00008293566,0.0002243228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004279719,0.001052977,0.578217,0.01275617,0.0002939666,0.00005181788,0.03583718,0.1402453,0.0008947991,0.02136522,0.2069114,0.001946075],"study_design_scores_gemma":[0.002566381,0.00105151,0.007663486,0.0000669917,0.0001791104,0.00001959588,0.8784699,0.0526798,0.00005845865,0.0006193949,0.05628003,0.0003453268],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9747221,0.002922661,0.005564133,0.01593671,0.00008393242,0.0006090531,0.00007476775,0.00004426504,0.00004241507],"genre_scores_gemma":[0.9837,0.0002841208,0.002566337,0.009786144,0.00005782531,0.00003323681,0.000383769,0.00002878475,0.003159751],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8426327,"threshold_uncertainty_score":0.9967096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04807973660644443,"score_gpt":0.3596423231915395,"score_spread":0.3115625865850951,"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."}}