{"id":"W4295790435","doi":"10.21203/rs.3.rs-1930984/v1","title":"Covid-19 Impacts on Household Solid Waste Generation in Latin America - a Participatory Approach","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Healthcare and Environmental Waste Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"","keywords":"Latin Americans; Pandemic; Citizen journalism; Coronavirus disease 2019 (COVID-19); Municipal solid waste; Consumption (sociology); Sample (material); Geography; Business; Waste management; Environmental science; Engineering; Political science; Sociology; Medicine","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":[0.01372374,0.0004067782,0.0003041226,0.001155137,0.004576531,0.002585864,0.0007963143,0.0009517106,0.003732529],"category_scores_gemma":[0.008015784,0.0002329583,0.0003723742,0.0009904479,0.002919228,0.001354192,0.006856365,0.0007982566,0.0001742856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003549516,"about_ca_system_score_gemma":0.005294213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005944782,"about_ca_topic_score_gemma":0.01207113,"domain_scores_codex":[0.992237,0.006644911,0.0000850113,0.0002614186,0.000201521,0.0005700478],"domain_scores_gemma":[0.9940026,0.004350899,0.0003658558,0.0003608394,0.000567544,0.000352063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006040046,0.001798597,0.06937375,0.0009505036,0.00007748848,0.001779085,0.7343128,0.001558021,0.004923308,0.02086597,0.003495969,0.1602604],"study_design_scores_gemma":[0.0001244906,0.0008896392,0.02412313,0.0006905574,0.00005253406,0.0001884098,0.9003618,0.001255151,0.002111495,0.009675191,0.0604886,0.00003893307],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9593851,0.0005458994,0.006507959,0.005026051,0.00007914575,0.001218403,0.0002234559,0.00002748427,0.02698653],"genre_scores_gemma":[0.989648,0.0004382681,0.005134647,0.0004349744,0.00001916293,0.001108358,0.00007434279,0.000006657218,0.003135713],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01372374,"threshold_uncertainty_score":0.07257897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3925780292252066,"score_gpt":0.4815041610399042,"score_spread":0.08892613181469755,"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."}}