{"id":"W2064326879","doi":"10.2495/wm080551","title":"Dynamic Waste Management (DWM): A new step towards industrial ecology","year":2008,"lang":"en","type":"article","venue":"WIT transactions on ecology and the environment","topic":"Sustainable Industrial Ecology","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Industrial ecology; Computer science; Population; Risk analysis (engineering); Ecology; Environmental science; Business","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002345325,0.0002469489,0.0003380721,0.0001562428,0.0003599291,0.000008624672,0.0001922125,0.0003807898,0.001071541],"category_scores_gemma":[0.00000667836,0.0002078932,0.00008948066,0.0001093131,0.0004483056,0.00006332457,0.00001657761,0.0005906583,0.0001645887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004817162,"about_ca_system_score_gemma":0.00005143033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003053531,"about_ca_topic_score_gemma":0.000121076,"domain_scores_codex":[0.9986659,0.0001500073,0.0003127903,0.0002954513,0.0001141146,0.0004617601],"domain_scores_gemma":[0.9993331,0.0001875053,0.00004372736,0.0003111227,0.000003799296,0.0001207471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000851679,0.0003477656,0.000334511,0.00002635438,0.001270193,0.0002894666,0.0007349856,0.8761956,0.00001873456,0.001416978,0.00173437,0.1167794],"study_design_scores_gemma":[0.142076,0.006607403,0.1021113,0.00008561004,0.003481573,0.002264692,0.01077832,0.321969,0.001469234,0.0109178,0.3937155,0.004523471],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9237105,0.0002604109,0.0581855,0.00582308,0.003015795,0.002364505,0.00002262328,0.0003054618,0.006312141],"genre_scores_gemma":[0.9924367,0.001083712,0.0003744224,0.0002290658,0.00006980153,0.0002467791,0.000004783579,0.00003411864,0.005520587],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5542266,"threshold_uncertainty_score":0.9998416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01052756794786774,"score_gpt":0.1772318097482544,"score_spread":0.1667042418003867,"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."}}