{"id":"W1626010732","doi":"10.1029/gm124p0179","title":"Comparison of Elastic Velocity Models for Gas-Hydrate-Bearing Sediments","year":2011,"lang":"en","type":"book-chapter","venue":"Geophysical monograph","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Clathrate hydrate; Geology; Bearing (navigation); Hydrate; Geochemistry; Mineralogy; Geophysics; Physics; Chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001273299,0.0004476836,0.0007904709,0.00009319584,0.0001309331,0.00001584395,0.0003965843,0.0003859708,0.0008191594],"category_scores_gemma":[0.000004822982,0.0003950321,0.0004543725,0.00009351444,0.0003715169,0.0001301713,0.0002863054,0.0004804709,0.0003410557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005457249,"about_ca_system_score_gemma":0.00001154165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000192837,"about_ca_topic_score_gemma":0.000007662947,"domain_scores_codex":[0.9979313,0.00002036063,0.0005831056,0.0006073465,0.0004090286,0.0004488713],"domain_scores_gemma":[0.9987879,0.000101963,0.0004369581,0.0004393133,0.00002505094,0.0002088309],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.002836453,0.005757743,0.006786007,0.002044532,0.005843587,0.00004359848,0.01218745,0.1712094,0.01808416,0.5412489,0.0173198,0.2166384],"study_design_scores_gemma":[0.001057778,0.001015431,0.0008763995,0.0002875261,0.0006268971,0.000001279706,0.00002250729,0.05379554,0.002151596,0.9272577,0.01166054,0.001246756],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06746768,0.000473535,0.009486934,0.00003016618,0.0007469985,0.001684519,0.0001408662,0.0001283436,0.9198409],"genre_scores_gemma":[0.9425887,0.0001469659,0.002925528,0.00006318054,0.0001630982,0.00007566949,0.0001173608,0.0001394945,0.05377995],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8751211,"threshold_uncertainty_score":0.9998502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03805911804548149,"score_gpt":0.2523326684290579,"score_spread":0.2142735503835765,"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."}}