{"id":"W2043843042","doi":"10.1007/s11001-005-6975-4","title":"A seismic survey to detect natural gas hydrate in the East Sea of Korea","year":2005,"lang":"en","type":"article","venue":"Marine Geophysical Research","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":54,"is_retracted":false,"has_abstract":false,"ca_institutions":"Geological Survey of Canada","funders":"","keywords":"Natural gas; Seismic survey; Clathrate hydrate; Geology; Natural (archaeology); Seismology; Oceanography; Paleontology; Hydrate; Engineering; Chemistry; Waste management","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00257568,0.0001313584,0.0001954362,0.000090478,0.0001002356,0.0000351635,0.0006757527,0.00005376801,0.0007154417],"category_scores_gemma":[0.000267551,0.00008179365,0.00005878973,0.001545215,0.0002496116,0.00008721877,0.0008893724,0.0007804216,0.001746361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001188716,"about_ca_system_score_gemma":0.00002142237,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02101913,"about_ca_topic_score_gemma":0.004175455,"domain_scores_codex":[0.9970155,0.0008040854,0.0002343082,0.0003492414,0.000955415,0.0006413971],"domain_scores_gemma":[0.9988424,0.0005284355,0.00003040999,0.0004251468,0.00003064708,0.0001430298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001434359,0.001449357,0.2916329,0.00006697272,0.00007499842,0.00008401147,0.004614384,0.03369471,0.05281548,0.0003735557,0.009870544,0.6038887],"study_design_scores_gemma":[0.0004091484,0.0003015722,0.9552582,0.00001231585,0.000003391736,0.000003715296,0.00007143607,0.03442243,0.002201974,0.002502647,0.004641942,0.0001712506],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9833163,0.00001405627,0.000008994401,0.001804632,0.00002842316,0.0003582331,0.00000646267,0.000008363482,0.01445455],"genre_scores_gemma":[0.9971242,0.00001395665,0.0001544694,0.0001618201,0.00007783178,0.00003299717,0.00001435507,0.00001363714,0.002406729],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6636252,"threshold_uncertainty_score":0.9990309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03231685484425925,"score_gpt":0.3035026560653471,"score_spread":0.2711858012210878,"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."}}