{"id":"W2505874016","doi":"10.1111/gbi.12193","title":"Atmospheric <scp>CH</scp><sub>4</sub> oxidation by Arctic permafrost and mineral cryosols as a function of water saturation and temperature","year":2016,"lang":"en","type":"article","venue":"Geobiology","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"U.S. Department of Energy","keywords":"Saturation (graph theory); Environmental chemistry; Chemistry; Anaerobic oxidation of methane; Permafrost; Arctic; Microcosm; Methane; Mineralogy; Geology; Oceanography","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":[0.0001019037,0.0002427253,0.0001822097,0.0002716227,0.0002741571,0.0003218432,0.0001755896,0.0001321667,0.0006722798],"category_scores_gemma":[0.0001172234,0.0001423466,0.0001314203,0.0002230815,0.0002317078,0.0001152421,0.0001796718,0.000183355,0.0001543247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006390029,"about_ca_system_score_gemma":0.0003423895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03083568,"about_ca_topic_score_gemma":0.04102904,"domain_scores_codex":[0.9999343,0.000006854698,0.000002588953,0.00001778921,0.00001704478,0.0000213296],"domain_scores_gemma":[0.9998859,0.00001903115,0.00002442826,0.000006010361,0.00003314051,0.00003145194],"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":[0.0005819838,0.00002746125,0.04865199,0.00003362073,0.00002497659,0.00004811279,0.00009538951,0.0002819906,0.9476904,0.00003312431,0.00008555578,0.002445348],"study_design_scores_gemma":[0.000008750577,0.0002967905,0.8519807,0.000005087871,0.00001645561,0.00008308606,0.0002976896,0.001435654,0.1450778,0.00003634503,0.0007526712,0.000008933981],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992016,0.00008189716,0.00007981947,0.00001083704,0.000001542895,0.000002720551,0.0002817919,0.000006423576,0.0003333795],"genre_scores_gemma":[0.9986234,0.00007989259,0.0001821493,0.00001521629,0.000001945917,0.000006820531,0.0006411771,0.000005511963,0.000443943],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03083568,"threshold_uncertainty_score":0.06131244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003008045186155737,"score_gpt":0.1714846849670252,"score_spread":0.1684766397808695,"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."}}