{"id":"W2062674441","doi":"10.1016/j.jconhyd.2008.09.004","title":"The impact of methanogenesis on flow and transport in coarse sand","year":2008,"lang":"en","type":"article","venue":"Journal of Contaminant Hydrology","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":51,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"National Natural Science Foundation of China; DuPont","keywords":"Methanogenesis; TRACER; Biofilm; Porous medium; Methane; Saturation (graph theory); Permeability (electromagnetism); Chemistry; Porosity; Gas composition; Environmental chemistry; Geology; Membrane","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":[0.0006614007,0.0001022817,0.0003195281,0.00006411788,0.00006574248,0.000001762331,0.0001425432,0.00008458492,0.0001705691],"category_scores_gemma":[0.00002501797,0.00005266269,0.0001125836,0.0001205334,0.0002973134,0.00005990319,0.00001806051,0.000201152,0.000005430762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004811159,"about_ca_system_score_gemma":0.00002625383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002337635,"about_ca_topic_score_gemma":0.00006829784,"domain_scores_codex":[0.9989757,0.0001396256,0.0004385573,0.00009504893,0.0001569447,0.0001941311],"domain_scores_gemma":[0.9993141,0.0002100592,0.0002828486,0.0001049951,0.00001035864,0.00007766196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002233998,0.000408647,0.8256834,0.000008121022,0.0002452234,0.0009880105,0.003025962,0.06296232,0.08314045,0.00004361383,0.0003455417,0.02091473],"study_design_scores_gemma":[0.002663021,0.00373133,0.9739919,0.0000317143,0.0000639119,0.001606854,0.00004606812,0.007972172,0.007701618,0.0005660121,0.00145866,0.0001666919],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979261,0.0007146233,0.00003841914,0.0001439081,0.00008926715,0.0000729203,0.000001900812,0.000001093656,0.00101176],"genre_scores_gemma":[0.9976897,0.002014156,0.0001080982,0.00003300659,0.00001766915,9.496289e-7,2.711028e-7,0.000006284064,0.0001298299],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1483086,"threshold_uncertainty_score":0.2147522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01059316854138026,"score_gpt":0.2380468918473732,"score_spread":0.2274537233059929,"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."}}