{"id":"W4392760066","doi":"10.5194/egusphere-egu24-13836","title":"Consumption of methane by a landfill cover soil under variable moisture and temperature conditions","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Landfill Environmental Impact Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Methane; Cover (algebra); Environmental science; Moisture; Water content; Variable (mathematics); Soil cover; Soil science; Mathematics; Geology; Chemistry; Geotechnical engineering; Geography; Soil water; Engineering; Meteorology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002204613,0.0004413754,0.000404829,0.0001904916,0.0004958889,0.0005047104,0.0003080583,0.000286428,0.0005178151],"category_scores_gemma":[0.0002247918,0.0002475843,0.0003382931,0.0003212365,0.0003483342,0.0002434495,0.0002605531,0.0002679423,0.0001272346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001613657,"about_ca_system_score_gemma":0.00110643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1487829,"about_ca_topic_score_gemma":0.2097209,"domain_scores_codex":[0.9996841,0.00002651036,0.00001671749,0.0001084089,0.00007686312,0.00008746799],"domain_scores_gemma":[0.999816,0.00003935633,0.00004671282,0.00001877595,0.00004409356,0.00003510299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.000970033,0.00009457576,0.02167026,0.00005931836,0.00002967966,0.00007608425,0.0001509884,0.0002806629,0.9740351,0.00001863711,0.00005210164,0.002562541],"study_design_scores_gemma":[0.00004860118,0.002011412,0.3872929,0.00001565543,0.00008838125,0.0001796541,0.0005484481,0.003563562,0.604997,0.0000408632,0.001175013,0.00003851973],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992856,0.00004288456,0.0001480999,0.000009668882,0.000002696452,0.00001201053,0.0002816232,0.000005996198,0.0002114336],"genre_scores_gemma":[0.9967644,0.0001569567,0.001085856,0.00002294047,0.000005166962,0.00003833812,0.0008473085,0.000006678846,0.00107238],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1487829,"threshold_uncertainty_score":0.2958338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009399141275471957,"score_gpt":0.2447770573843437,"score_spread":0.2353779161088718,"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."}}