{"id":"W4390127669","doi":"10.1016/j.margeo.2023.107209","title":"Dynamic evolution of gas hydrate systems affected by magmatism and Quaternary mass-transport deposits in the Qiongdongnan Basin, South China Sea, and implications for the global carbon cycle","year":2023,"lang":"en","type":"article","venue":"Marine Geology","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Geology; Clathrate hydrate; Diapir; Seafloor spreading; Magmatism; Geochemistry; Methane; Continental margin; Natural gas; Petrology; Geomorphology; Structural basin; Tectonics; Paleontology; Hydrate","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":[0.0003207954,0.0001042881,0.0001434154,0.00002488706,0.0001029954,0.000008261881,0.0001452793,0.0000772539,0.000009630784],"category_scores_gemma":[0.000009115824,0.00006464806,0.00002082172,0.0002823207,0.0001706597,0.00003745787,0.00009119607,0.00008651968,0.000003309591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000620007,"about_ca_system_score_gemma":0.000005540768,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01438679,"about_ca_topic_score_gemma":0.002803599,"domain_scores_codex":[0.9991798,0.0001151888,0.0001950696,0.000216963,0.00007411676,0.0002188578],"domain_scores_gemma":[0.9996196,0.00007022087,0.00008533758,0.0001873613,0.000004862682,0.00003263971],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002447777,0.00002181432,0.9908922,0.00003272099,0.00002103353,0.000002749018,0.0003752635,0.005107424,0.001996192,0.0004435437,0.00002561461,0.001057008],"study_design_scores_gemma":[0.0003069859,0.00007416771,0.8981391,0.000006312617,0.00003156264,0.00003891121,0.0001093318,0.09673354,0.000009128173,0.004453424,0.00003149222,0.0000660739],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959933,0.0003061561,0.000451611,0.001749729,0.00008126825,0.0005839629,0.00003805614,0.00002150064,0.0007744476],"genre_scores_gemma":[0.9994215,0.0001517993,0.00004912777,0.00001822892,0.000006436198,0.00008859934,0.00006407389,0.000007151647,0.0001931326],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09275309,"threshold_uncertainty_score":0.9921765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003579751700829971,"score_gpt":0.2036918103530875,"score_spread":0.2001120586522575,"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."}}