{"id":"W4388642350","doi":"10.1007/978-3-031-40635-5_14","title":"The Sustainable Management of Plastic Contents Recycling in Bangladesh: A System Dynamics Approach","year":2023,"lang":"en","type":"book-chapter","venue":"Understanding complex systems","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"","keywords":"Causal loop diagram; Reuse; System dynamics; Environmental economics; Order (exchange); Sustainable development; Business; Profit (economics); Government (linguistics); Identification (biology); Engineering; Computer science; Economics; Political science; Waste management; Finance","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007993735,0.0003531038,0.0005164875,0.0001821342,0.0003681312,0.0001255862,0.0004323478,0.0002169464,0.0000272287],"category_scores_gemma":[0.00002266124,0.0002902229,0.0001313648,0.0001706056,0.0002479921,0.00005044425,0.0003564655,0.0002902026,0.0001031773],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005027205,"about_ca_system_score_gemma":0.0000165277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006049935,"about_ca_topic_score_gemma":0.0001844634,"domain_scores_codex":[0.9974182,0.00006261106,0.0008121752,0.000481685,0.0006505149,0.0005747922],"domain_scores_gemma":[0.9984321,0.0005467741,0.0005237525,0.000391748,0.00001708913,0.00008851867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004579391,0.00001286802,0.0001350219,0.00146015,0.0001498958,0.00007597736,0.0000908932,0.01811721,0.000008345175,0.9786024,0.001279664,0.00002174875],"study_design_scores_gemma":[0.001514141,0.0001391538,0.0005580959,0.005473208,0.0003023408,0.00005755312,0.02579878,0.9413978,5.55488e-7,0.01303575,0.01073884,0.0009837027],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0001900983,0.0001845096,0.1519991,0.00001568311,0.001496335,0.00160747,0.0001748584,0.0001218906,0.84421],"genre_scores_gemma":[0.817354,0.00007420639,0.00007549472,0.000001939244,0.0000413451,0.00002524963,0.00008768252,0.00007362189,0.1822665],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9655667,"threshold_uncertainty_score":0.999955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06782776718856788,"score_gpt":0.2230566428268749,"score_spread":0.155228875638307,"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."}}