{"id":"W4254346868","doi":"10.1306/13201147m893344","title":"Monitoring Sea-floor Instability Caused by the Presence of Gas Hydrate Using Ocean Acoustical and Geophysical Techniques in the Northern Gulf of Mexico","year":2009,"lang":"en","type":"book-chapter","venue":"American Association of Petroleum Geologists eBooks","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Memoir; Clathrate hydrate; Geology; Earth science; Archaeology; History; Art history; Hydrate; Chemistry","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":[0.00103998,0.0002689681,0.0006218111,0.00005149809,0.000076169,0.00001144762,0.0004137689,0.0002089516,0.00003550143],"category_scores_gemma":[0.0001579383,0.0001754961,0.0001229936,0.00006823638,0.001605102,0.00004142247,0.0001769223,0.0005436733,0.000002538821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002852335,"about_ca_system_score_gemma":0.00004055017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004004871,"about_ca_topic_score_gemma":0.0001910094,"domain_scores_codex":[0.9977517,0.0002949052,0.0006516249,0.0003534514,0.0006632638,0.000285103],"domain_scores_gemma":[0.9974797,0.0005182229,0.00151398,0.0003883674,0.00005149582,0.00004819286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003338183,0.0006132141,0.81498,0.0001678155,0.0005674952,0.00002001796,0.00512184,0.007995053,0.04887098,0.0008844507,0.0002448469,0.1202005],"study_design_scores_gemma":[0.004965675,0.009126631,0.7852648,0.001877147,0.002973731,0.00003932371,0.004243381,0.03486475,0.07282744,0.06524555,0.01336607,0.005205506],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9412338,0.00008503697,0.00008935954,0.0002385166,0.00003437109,0.0003925985,0.00005932985,0.00002015182,0.05784686],"genre_scores_gemma":[0.9916493,0.00007123177,0.0002129258,0.00003723272,0.00003275061,0.000005387138,0.000006066535,0.00001819877,0.007966964],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.114995,"threshold_uncertainty_score":0.7156522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01025765807128951,"score_gpt":0.2314807602751202,"score_spread":0.2212231022038307,"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."}}