{"id":"W2332400642","doi":"10.2174/1385272819666150119223002","title":"Recent Advances of Biomass Waste to Gas Using Landfill Bioreactor Technology - A Review","year":2015,"lang":"en","type":"review","venue":"Current Organic Chemistry","topic":"Landfill Environmental Impact Studies","field":"Environmental Science","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Bioreactor landfill; Leachate; Bioreactor; Waste management; Landfill gas; Municipal solid waste; Biomass (ecology); Environmental science; Engineering; Environmental engineering; Chemistry; 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002433995,0.0006431184,0.001867509,0.00005542194,0.00006184926,0.00001032075,0.0007619443,0.0002505895,0.003952953],"category_scores_gemma":[0.0002542233,0.0004812803,0.000232939,0.001173376,0.0003129615,0.00009787179,0.00144913,0.0003650187,0.000426626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001298194,"about_ca_system_score_gemma":0.00009926953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003826874,"about_ca_topic_score_gemma":7.383962e-7,"domain_scores_codex":[0.9973472,0.00004294251,0.0008387227,0.000737922,0.0005314442,0.0005018212],"domain_scores_gemma":[0.9981318,0.00003301643,0.0006915994,0.0008365645,0.00001955815,0.0002874781],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002172913,0.0001367422,0.00005852505,0.02970228,0.00005822991,0.000004850358,0.00001778983,2.70672e-7,0.003635776,4.458031e-8,0.003548823,0.9628345],"study_design_scores_gemma":[0.0001280386,0.00002664032,3.65019e-7,0.02190746,0.0005714726,0.00007527702,0.00001341307,5.89495e-7,0.004775928,0.00000894739,0.9719961,0.0004957985],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000216737,0.9975475,0.000005932288,0.00007979025,0.0002907881,0.0007758763,0.0002071208,0.00005628484,0.0008199679],"genre_scores_gemma":[0.00001146623,0.9994438,0.0001131066,0.00001743502,0.00009942273,0.0000558398,0.0001085012,0.00007165581,0.00007882784],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9684473,"threshold_uncertainty_score":0.9997639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05992919480846395,"score_gpt":0.3517140388446068,"score_spread":0.2917848440361429,"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."}}