{"id":"W4317618549","doi":"10.3390/su15031998","title":"The Paradigm of Circular Economy and an Effective Electronic Waste Management","year":2023,"lang":"en","type":"article","venue":"Sustainability","topic":"Recycling and Waste Management Techniques","field":"Environmental Science","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Circular economy; Zero waste; Inefficiency; Context (archaeology); Consumption (sociology); Environmental economics; Product (mathematics); Process (computing); Business; Resource (disambiguation); Cleaner production; Waste management; Economic system; Engineering; Economics; Natural resource economics; Municipal solid waste; Computer science; Market economy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001315624,0.00008840976,0.0001000484,0.00003040388,0.000168302,0.00003012047,0.0001984838,0.00002534453,0.00001183166],"category_scores_gemma":[0.00003828384,0.0000660855,0.00003804304,0.0002379167,0.0002757227,0.0001220826,0.0002678796,0.00007187859,0.00001046595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003597504,"about_ca_system_score_gemma":0.000005746552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001182534,"about_ca_topic_score_gemma":0.0000117493,"domain_scores_codex":[0.999037,0.0001198736,0.0001479043,0.0002906635,0.00008990951,0.0003146887],"domain_scores_gemma":[0.9994038,0.00007160404,0.00005095679,0.0004250491,0.000008940104,0.00003964303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000932656,0.0001963012,0.1745416,0.0007719297,0.0001350912,0.00002406136,0.001136884,0.002794055,0.00008072205,0.262894,0.001719282,0.5556128],"study_design_scores_gemma":[0.0001716505,0.000187494,0.2209891,0.000004247637,0.00001791725,5.289191e-7,0.001366058,0.002079216,0.0003916303,0.7465002,0.0281661,0.0001258625],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874961,0.0000519554,0.0006657121,0.0007071589,0.00001734353,0.001081595,5.253196e-7,0.0001247042,0.009854876],"genre_scores_gemma":[0.9992989,0.00008129024,0.00002367023,0.0000208721,0.000008517183,0.0001458378,0.000001699054,0.00000708506,0.0004121839],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5554869,"threshold_uncertainty_score":0.2694889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003273425034329829,"score_gpt":0.2431187203185737,"score_spread":0.2398452952842439,"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."}}