{"id":"W4403963733","doi":"10.5376/ijms.2024.14.0035","title":"Microbial Metabolism and Flux of Methane (CH&lt;sub&gt;4&lt;/sub&gt;) in Marine Sediments and Water Columns","year":2024,"lang":"en","type":"article","venue":"International Journal of Marine Science","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Methane; Flux (metallurgy); Environmental chemistry; Chemistry; Environmental science; Metabolism; Microbial metabolism; Biology; Biochemistry; Bacteria; Organic chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001051857,0.000252959,0.0001385004,0.0003701787,0.0001465577,0.0002922381,0.00007025836,0.0002876658,0.0004702156],"category_scores_gemma":[0.0001370481,0.0001288581,0.0001389375,0.0003002343,0.0002290854,0.0003760816,0.0002024212,0.0002087389,0.0001357892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002380879,"about_ca_system_score_gemma":0.0001526843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003756359,"about_ca_topic_score_gemma":0.002836599,"domain_scores_codex":[0.9999408,0.00001190563,0.000002688157,0.00001868857,0.00001035476,0.00001558183],"domain_scores_gemma":[0.999929,0.00001529001,0.00002146655,0.00000249759,0.00001103626,0.00002065565],"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":[0.0009191132,0.00009521478,0.06658475,0.00008170633,0.00005883773,0.00009008137,0.0001902554,0.0007576767,0.923727,0.00019744,0.00009167464,0.007206277],"study_design_scores_gemma":[0.00002074721,0.0007407839,0.8008735,0.00001970742,0.00006722224,0.0001648953,0.0006779577,0.007952968,0.1875637,0.000327059,0.00156555,0.0000259191],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988893,0.0002754727,0.0002343615,0.00002282988,0.000004729652,0.000002617712,0.0002627198,0.000005446984,0.00030253],"genre_scores_gemma":[0.9979627,0.000325107,0.0004219392,0.00001935716,0.000006092431,0.00000777172,0.0004500132,0.000004192121,0.0008029575],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003756359,"threshold_uncertainty_score":0.007468998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006239777201945278,"score_gpt":0.2307427622170199,"score_spread":0.2245029850150746,"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."}}