{"id":"W4406722414","doi":"10.1016/j.eiar.2025.107819","title":"How to promote sustainable recycling of plastic packaging waste? A study combining machine learning with gaming theory","year":2025,"lang":"en","type":"article","venue":"Environmental Impact Assessment Review","topic":"Municipal Solid Waste Management","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus","funders":"National Office for Philosophy and Social Sciences; National Natural Science Foundation of China","keywords":"Plastic waste; Waste management; Sustainable development; Engineering; Business; Environmental science; Architectural engineering; Political 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":[0.001684739,0.0004298657,0.0003907782,0.001383653,0.0003567859,0.001983199,0.0006334347,0.0007381436,0.001344645],"category_scores_gemma":[0.002941531,0.00009792687,0.0005180622,0.001892856,0.0005854761,0.001693028,0.0004794503,0.0007628989,0.0001480825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001603535,"about_ca_system_score_gemma":0.0028331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01113295,"about_ca_topic_score_gemma":0.02423532,"domain_scores_codex":[0.9991511,0.000446109,0.00004149709,0.00006851717,0.0002212238,0.00007161437],"domain_scores_gemma":[0.9977367,0.001809347,0.0001280546,0.00003086222,0.0002481414,0.00004683375],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00008734915,0.0003082782,0.003417719,0.008198443,0.000176831,0.00006411496,0.0006144298,0.004671689,0.001145461,0.04228528,0.00294679,0.9360837],"study_design_scores_gemma":[0.0001220343,0.002345147,0.06171962,0.03985519,0.002332149,0.0007137317,0.01593639,0.07661504,0.02184921,0.07185867,0.7064012,0.0002516056],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1967664,0.6841099,0.01897026,0.01659428,0.0006929674,0.0002329682,0.0001183588,0.00006062171,0.08245418],"genre_scores_gemma":[0.5626889,0.4210269,0.009570947,0.001416244,0.0001395669,0.00008719509,0.00007334115,0.0000113128,0.004985475],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01113295,"threshold_uncertainty_score":0.02213633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008379503701202336,"score_gpt":0.2947543856458981,"score_spread":0.2863748819446957,"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."}}