{"id":"W3089087403","doi":"10.3390/min10100846","title":"Geochemical Modeling Applied in Waste Disposal, and Its Relevance for Municipal Solid Waste Management","year":2020,"lang":"en","type":"article","venue":"Minerals","topic":"Landfill Environmental Impact Studies","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Municipal solid waste; Incineration; Waste management; Environmental science; Waste disposal; Environmental planning; Engineering","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":[0.00009408323,0.0001716421,0.0002182279,0.00001485966,0.00006747608,0.00001647114,0.0001541286,0.0000409065,0.00007513069],"category_scores_gemma":[0.0000243723,0.0001487901,0.00003271382,0.00008948636,0.00005704094,0.0001203413,0.0005113645,0.00007971331,0.00005022331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007606136,"about_ca_system_score_gemma":7.797812e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002937156,"about_ca_topic_score_gemma":0.00001636967,"domain_scores_codex":[0.9988576,0.00001109999,0.00022915,0.0003806018,0.0001740541,0.0003474704],"domain_scores_gemma":[0.9996783,0.00003293296,0.0000395919,0.0001274651,0.000001095596,0.0001206741],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001976903,0.00009595017,0.0009005467,0.0001060593,0.00003690935,0.00001459231,0.002500713,0.1336626,0.8591679,0.0001074357,0.002250465,0.0009590809],"study_design_scores_gemma":[0.002709628,0.0001310954,0.0001902106,0.00005118343,0.00005215011,0.000003156423,0.001058214,0.88423,0.1083125,0.0006582083,0.001998174,0.0006054618],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926185,0.0001852052,0.0002420685,0.0009739738,0.00002187834,0.0005327462,0.00001672876,0.00002206337,0.005386811],"genre_scores_gemma":[0.9969894,0.0001922892,0.001401455,0.0008301421,0.00005084596,0.0001162891,0.0000112866,0.00002065668,0.0003876179],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7508554,"threshold_uncertainty_score":0.6067484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02747668631215049,"score_gpt":0.2544604687721091,"score_spread":0.2269837824599586,"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."}}