{"id":"W4377097993","doi":"10.1080/19397038.2023.2210592","title":"The role of education in promoting circular economy","year":2023,"lang":"en","type":"article","venue":"International Journal of Sustainable Engineering","topic":"Sustainable Supply Chain Management","field":"Business, Management and Accounting","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Aalto-Yliopisto; Helsingin Yliopisto","keywords":"Circular economy; Mindset; Digital economy; Consumerism; Sustainable development; Business; Engineering; Economy; Economic growth; Economics; Political science; Market economy; Computer science","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":[0.01007559,0.0003741668,0.0002579801,0.001471939,0.005149099,0.006268212,0.001050665,0.003093497,0.007200176],"category_scores_gemma":[0.01368479,0.000235274,0.0003886951,0.0008004981,0.008919857,0.00550919,0.008167459,0.003474296,0.0007535345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0056039,"about_ca_system_score_gemma":0.02029403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007792325,"about_ca_topic_score_gemma":0.008515747,"domain_scores_codex":[0.9924102,0.004791712,0.0001665626,0.0003753793,0.0007688584,0.001487313],"domain_scores_gemma":[0.9776114,0.01225363,0.001777533,0.0007455393,0.00227267,0.005339136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001377946,0.001263076,0.01693,0.002646713,0.00005158615,0.0009600075,0.04479281,0.001469405,0.001625887,0.3716025,0.02949168,0.5290285],"study_design_scores_gemma":[0.0001356944,0.0006657106,0.03395974,0.00713902,0.00009033112,0.0006923995,0.05331558,0.001832364,0.004028692,0.1665098,0.7314882,0.0001423731],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1536449,0.0198614,0.026645,0.3369965,0.002097254,0.0004868681,0.00005770093,0.0004384327,0.4597719],"genre_scores_gemma":[0.9526713,0.005656539,0.01347666,0.01242047,0.0003108995,0.0001433829,0.0000209133,0.00003921424,0.01526058],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01007559,"threshold_uncertainty_score":0.05328542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002941120485080966,"score_gpt":0.2011858036929792,"score_spread":0.1982446832078982,"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."}}