{"id":"W2130822861","doi":"10.1190/1.1438888","title":"Deep-sea gas hydrates on the northern Cascadia margin","year":2001,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Geological Survey of Canada; University of Victoria","funders":"","keywords":"Margin (machine learning); Clathrate hydrate; Geology; Oceanography; Earth science; Seismology; Geochemistry; Chemistry; Hydrate; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004345848,0.0001565536,0.000115943,0.00001789773,0.0003902632,0.00005068396,0.0004830023,0.00006111799,0.002651633],"category_scores_gemma":[0.0000378256,0.00007349076,0.00006576953,0.000288415,0.0002165455,0.00006007331,0.0001073689,0.0003201233,0.0148077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009998536,"about_ca_system_score_gemma":0.000004664716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002695142,"about_ca_topic_score_gemma":0.0004678243,"domain_scores_codex":[0.9988901,0.0001434858,0.0001410677,0.0002258697,0.0002189674,0.0003804807],"domain_scores_gemma":[0.9991468,0.0002670283,0.00006273114,0.0004432365,0.00000398052,0.00007618681],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000427457,0.0007722924,0.3581478,0.00003392419,0.0004761306,0.0003738303,0.03693056,0.1636165,0.05483883,0.0104424,0.1785674,0.1953728],"study_design_scores_gemma":[0.001162213,0.0004348603,0.04833853,0.0001282511,0.0001713555,0.0002253775,0.001293978,0.06832573,0.008905794,0.02647807,0.8431075,0.001428321],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8204261,0.0001684387,0.00004870077,0.005596646,0.0002969029,0.0001911493,9.068195e-7,0.00004529928,0.1732259],"genre_scores_gemma":[0.9750957,0.000121506,0.00002422821,0.001315261,0.0001503828,0.00001658206,0.000002747492,0.00002524232,0.02324834],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6645401,"threshold_uncertainty_score":0.9982601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0168334418467192,"score_gpt":0.2212927540153702,"score_spread":0.204459312168651,"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."}}