{"id":"W3140396625","doi":"10.1007/s10668-021-01362-8","title":"The application of system dynamics in different practices of a waste management system","year":2021,"lang":"en","type":"article","venue":"Environment Development and Sustainability","topic":"Municipal Solid Waste Management","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Reuse; Environmental economics; Sustainability; System dynamics; Incentive; Business; Management system; Environmental resource management; Waste management; Environmental planning; Environmental science; Operations management; Engineering; Computer science; Economics; Ecology","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":[0.0010241,0.0001812225,0.0002677153,0.00003721912,0.0001465323,0.00001961995,0.0002576689,0.00004769317,0.00001305877],"category_scores_gemma":[0.00002629393,0.000135207,0.00004194819,0.0001818161,0.0002118072,0.00008403843,0.0009553241,0.00008966131,0.000004514047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003051364,"about_ca_system_score_gemma":0.0000185927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001666552,"about_ca_topic_score_gemma":0.0002845828,"domain_scores_codex":[0.9979185,0.000209756,0.0006645299,0.0004246277,0.000496206,0.0002863242],"domain_scores_gemma":[0.9987424,0.0001107261,0.0004860964,0.0005890708,0.00001193464,0.00005976908],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000207032,0.001057062,0.7530452,0.007152412,0.0002207286,0.0000663509,0.00335354,0.03372128,0.00007557307,0.0745916,0.00003123496,0.126478],"study_design_scores_gemma":[0.001549151,0.00009465596,0.5293534,0.0002351685,0.0001323036,0.000008552007,0.2450831,0.196314,0.003230114,0.000632571,0.0227172,0.0006496874],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9867913,0.0001457038,0.005997773,0.0003136333,0.00004117594,0.001111122,0.000002200142,0.00001341944,0.005583656],"genre_scores_gemma":[0.9982636,0.0000623348,0.0009389955,0.000004680813,0.000004820958,0.0002021731,0.00001238305,0.000009507635,0.0005014828],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2417296,"threshold_uncertainty_score":0.797921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005936868536224239,"score_gpt":0.2167918877325632,"score_spread":0.2108550191963389,"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."}}