{"id":"W4406403343","doi":"10.5539/jel.v14n3p97","title":"Implementation and Education of Circular Economy in Community Solid Waste Management: A Systematic Literature Review","year":2025,"lang":"en","type":"article","venue":"Journal of Education and Learning","topic":"Sustainable Supply Chain Management","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Circular economy; Solid waste management; Environmental education; Municipal solid waste; Sociology; Pedagogy; Waste management; Engineering; Ecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001722571,0.00009399699,0.0002734528,0.0008880027,0.0001260317,0.0001700185,0.0001113353,0.00002466838,0.00002638282],"category_scores_gemma":[0.0001864946,0.00008874531,0.00003836718,0.0005706013,0.00001671944,0.0007232096,0.00007732055,0.0002820006,7.460199e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007394912,"about_ca_system_score_gemma":0.00007892916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004888891,"about_ca_topic_score_gemma":0.00000513259,"domain_scores_codex":[0.9989965,0.0001633674,0.000573253,0.0000809948,0.00009337526,0.00009249375],"domain_scores_gemma":[0.9987735,0.00006032602,0.0007144071,0.0001148021,0.0003266759,0.00001029194],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002416263,0.0005958814,0.03399284,0.8632122,0.0002326693,0.000004443018,0.003057699,0.0001472706,0.00004414992,0.03882929,0.005427826,0.05443158],"study_design_scores_gemma":[0.002099984,0.00007750557,0.04599624,0.3195897,0.001410488,0.00003838204,0.5615385,0.001079363,0.00003071413,0.01627554,0.05139478,0.0004687873],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7673632,0.171033,0.0006903367,0.005235375,0.0008341756,0.002590373,2.900926e-7,0.00002207676,0.05223123],"genre_scores_gemma":[0.9918916,0.004840463,0.0001974796,0.002124581,0.0001058695,0.0000382761,0.0000130951,0.000007725808,0.0007809496],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5584808,"threshold_uncertainty_score":0.3618929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006819343109494306,"score_gpt":0.2878422823375129,"score_spread":0.2810229392280186,"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."}}