{"id":"W3121023376","doi":"10.1080/0035919x.2020.1858366","title":"Towards sustainability in municipal solid waste management in South Africa: a survey of challenges and prospects","year":2021,"lang":"en","type":"article","venue":"Transactions of the Royal Society of South Africa","topic":"Municipal Solid Waste Management","field":"Environmental Science","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Royal University","funders":"","keywords":"Sustainability; Business; Environmental planning; Municipal solid waste; Inefficiency; Sustainable management; Sustainable development; Cleaner production; Environmental resource management; Waste management; Environmental economics; Engineering; Environmental science; Economics","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":[0.003580168,0.0006530468,0.000584383,0.004026117,0.001601541,0.004749066,0.0005553206,0.001384073,0.002657358],"category_scores_gemma":[0.003482299,0.0004072471,0.0004290585,0.008748559,0.0021255,0.005140448,0.002682064,0.001262598,0.0002675524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0037763,"about_ca_system_score_gemma":0.01089307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007743792,"about_ca_topic_score_gemma":0.009064507,"domain_scores_codex":[0.99844,0.0004700044,0.0001968976,0.0001190786,0.0003939979,0.0003801425],"domain_scores_gemma":[0.9976403,0.0009631748,0.0005454173,0.00004248146,0.000545794,0.0002629588],"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":[0.0001794201,0.0001943514,0.03038072,0.02277741,0.0001464196,0.001987793,0.02120936,0.003194037,0.006723701,0.0593965,0.01018435,0.843626],"study_design_scores_gemma":[0.0000197654,0.0004592166,0.07305276,0.01758296,0.0001338795,0.002101604,0.08463074,0.001186959,0.003645,0.02710084,0.7899599,0.0001264449],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1064434,0.8308185,0.00189531,0.03958852,0.0003740666,0.0001013213,0.0001608819,0.00002347573,0.02059455],"genre_scores_gemma":[0.2689765,0.723927,0.002514559,0.001710844,0.000154969,0.00005468657,0.0001190007,0.00001218318,0.002530321],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007743792,"threshold_uncertainty_score":0.02739906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02827091583385691,"score_gpt":0.2432324019982038,"score_spread":0.2149614861643469,"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."}}