{"id":"W2747767459","doi":"10.1016/j.wasman.2017.08.027","title":"Landfill gas distribution at the base of passive methane oxidation biosystems: Transient state analysis of several configurations","year":2017,"lang":"en","type":"article","venue":"Waste Management","topic":"Landfill Environmental Impact Studies","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Sherbrooke","funders":"Waste Management; Natural Sciences and Engineering Research Council of Canada","keywords":"Methane; Landfill gas; Anaerobic oxidation of methane; Methane gas; Flow (mathematics); Transient (computer programming); Environmental science; Chemistry; Chemical engineering; Environmental engineering; Mechanics; Computer science; Engineering; Physics","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":[0.0002688676,0.0001284783,0.0002373686,0.00004302936,0.0002883556,0.00002268766,0.0002504546,0.00002025141,0.000628077],"category_scores_gemma":[0.00001731971,0.00008475222,0.0001277644,0.000175079,0.0002978918,0.0001589404,0.0003219687,0.00003410718,0.00003597743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002266866,"about_ca_system_score_gemma":0.000001625049,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008140646,"about_ca_topic_score_gemma":0.0004912881,"domain_scores_codex":[0.9988051,0.00007745786,0.0003158409,0.0002205012,0.0004049054,0.0001761928],"domain_scores_gemma":[0.9988864,0.00003313235,0.0004214073,0.0006052388,0.000008396057,0.00004543857],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0006509666,0.00138223,0.1535694,0.0004379257,0.01350034,0.00005933508,0.0110339,0.4600197,0.3077034,0.0007045526,0.01757483,0.03336341],"study_design_scores_gemma":[0.001180704,0.0001417223,0.8426653,0.00003984874,0.002296201,0.00000129156,0.001385134,0.009585606,0.1396022,0.0000536073,0.002774171,0.0002741783],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872372,0.0000153352,0.003636644,0.0007788007,0.00007063942,0.0005055142,0.0004963938,0.000007889129,0.007251585],"genre_scores_gemma":[0.9983289,0.00009530281,0.00005599368,0.00002937242,0.000005833706,0.0000328063,0.0002242383,0.000005841374,0.001221737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6890959,"threshold_uncertainty_score":0.6877002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01139168792571341,"score_gpt":0.2340090992914955,"score_spread":0.2226174113657821,"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."}}