{"id":"W2615719123","doi":"10.1016/j.apm.2017.05.020","title":"The mathematical model of the conversion of a landfill operation from anaerobic to aerobic","year":2017,"lang":"en","type":"article","venue":"Applied Mathematical Modelling","topic":"Landfill Environmental Impact Studies","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs","keywords":"Anaerobic exercise; Multiphysics; Biomass (ecology); Leachate; Bioreactor; Environmental science; Methane; Carbon dioxide; Environmental engineering; Pulp and paper industry; Waste management; Chemistry; Environmental chemistry; Thermodynamics; Finite element method; Engineering; Ecology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003141786,0.0001631348,0.0002858036,0.000009130938,0.0005684233,0.00004351,0.0007078305,0.00006524515,0.000196921],"category_scores_gemma":[0.0000630499,0.0000847907,0.00008823034,0.00003878614,0.0005067643,0.0001016855,0.000783878,0.0001114147,0.0002029674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000660487,"about_ca_system_score_gemma":0.000005975667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008653702,"about_ca_topic_score_gemma":0.000006912242,"domain_scores_codex":[0.9986705,0.0000198275,0.0003962306,0.0002280134,0.000451218,0.0002341708],"domain_scores_gemma":[0.9985769,0.0002216333,0.000224432,0.0008900934,0.000006092321,0.00008086055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001035259,0.0003039958,0.0005599243,0.0000863278,0.00007838575,4.437037e-7,0.00387847,0.8025784,0.161144,0.03036418,0.0002947371,0.0006076003],"study_design_scores_gemma":[0.000324391,0.00002376508,0.0002677487,0.00005992235,0.000056643,6.135201e-7,0.0001171497,0.7944583,0.09658793,0.1079451,0.00001617764,0.0001421964],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7280368,0.000008367468,0.2547491,0.0004501214,0.00002655056,0.0006342984,0.00001447292,0.00001311716,0.01606718],"genre_scores_gemma":[0.9749777,0.00001676432,0.02469978,0.00007317565,0.00001104787,0.00003518318,0.000001336001,0.00001767888,0.0001672754],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.246941,"threshold_uncertainty_score":0.437191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02855485946303253,"score_gpt":0.2339125472914276,"score_spread":0.2053576878283951,"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."}}