{"id":"W2345898870","doi":"10.3389/fmars.2016.00072","title":"Hydrothermal Vents and Methane Seeps: Rethinking the Sphere of Influence","year":2016,"lang":"en","type":"article","venue":"Frontiers in Marine Science","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":430,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; Dalhousie University","funders":"Fundação para a Ciência e a Tecnologia; J.M. Kaplan Fund; National Science Foundation","keywords":"Hydrothermal vent; Methane; Hydrothermal circulation; Oceanography; Environmental science; Geology; Astrobiology; Ecology; Paleontology; Biology","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":[0.001340579,0.0001028867,0.0001399067,0.00005268045,0.000127808,0.00002208616,0.0006026431,0.00004183433,0.0003578378],"category_scores_gemma":[0.0001439256,0.00005351157,0.00002088855,0.0006708843,0.002261374,0.0003665274,0.0007356848,0.0001255421,0.00001684111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008404323,"about_ca_system_score_gemma":0.00002907446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002116132,"about_ca_topic_score_gemma":0.00001753222,"domain_scores_codex":[0.9986612,0.00006790671,0.0002136951,0.0003255622,0.0004188805,0.0003128021],"domain_scores_gemma":[0.9994484,0.00005406234,0.0001091888,0.0003021664,0.000009408209,0.00007681605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002107796,0.00001922865,0.851895,0.000006509269,0.000004805916,0.000004162596,0.00103762,0.0006329042,0.04530633,0.0001169353,0.00007579904,0.1008796],"study_design_scores_gemma":[0.0008583273,0.0001211407,0.9073063,0.0001224152,0.00001523478,0.00001658976,0.0002511906,0.00187679,0.02972559,0.05743516,0.001955591,0.0003156277],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924099,0.00006861593,0.0003459459,0.0003120044,0.0002210143,0.00015431,0.000001021512,0.000009402149,0.006477749],"genre_scores_gemma":[0.98136,0.00007477472,0.01772619,0.00009697218,0.000009223873,0.000005832819,1.2468e-7,0.000006319812,0.0007205762],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1005639,"threshold_uncertainty_score":0.8332127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005359779613017388,"score_gpt":0.2054099810927189,"score_spread":0.2000502014797015,"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."}}