{"id":"W4382789598","doi":"10.31025/2611-4135/2023.18280","title":"GRASSROOTS INNOVATIONS IN SOLID WASTE MANAGEMENT","year":2023,"lang":"en","type":"article","venue":"Detritus","topic":"Municipal Solid Waste Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Grassroots; Solid waste management; Municipal solid waste; Business; Waste management; Political science; Engineering","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":[0.00342292,0.0002662958,0.0001219297,0.0006061369,0.002233391,0.003524105,0.0006693929,0.00168127,0.01190296],"category_scores_gemma":[0.003348882,0.00007462024,0.0001601593,0.0007606141,0.003315978,0.002092824,0.002840599,0.001917124,0.001112295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003553193,"about_ca_system_score_gemma":0.007028984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002836071,"about_ca_topic_score_gemma":0.008487603,"domain_scores_codex":[0.9985581,0.0004836322,0.0000243268,0.0001697417,0.0004526066,0.0003116846],"domain_scores_gemma":[0.9978242,0.0007750124,0.0001474823,0.0001282603,0.0002520726,0.0008730346],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000166007,0.0007413364,0.00408005,0.0005203343,0.00002269108,0.0007562424,0.0170024,0.001009564,0.01142055,0.3238347,0.02373027,0.6167158],"study_design_scores_gemma":[0.00005931452,0.0003935329,0.008980516,0.0006012805,0.00002104366,0.0001976037,0.02475328,0.001381583,0.003066137,0.1647464,0.7957671,0.00003218331],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3867378,0.01362233,0.0121524,0.1246577,0.003390864,0.0001630017,0.0000891511,0.0002192091,0.4589676],"genre_scores_gemma":[0.9284598,0.005658117,0.006917462,0.006285922,0.0005178793,0.00003634947,0.00002547886,0.00005236585,0.05204664],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01190296,"threshold_uncertainty_score":0.03981936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01972831143506193,"score_gpt":0.2711528773252438,"score_spread":0.2514245658901819,"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."}}