{"id":"W2476449487","doi":"10.1190/1.9781560802197.ch8","title":"Vertical Seismic Profiles through Gas-Hydrate-Bearing Sediments","year":2010,"lang":"en","type":"book-chapter","venue":"Society of Exploration Geophysicists eBooks","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Geological Survey of Canada; Natural Resources Canada","funders":"","keywords":"Physics; Geology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001734618,0.0003918028,0.0004519833,0.00004788505,0.0002691419,0.00007438738,0.0003082719,0.000423212,0.000477102],"category_scores_gemma":[0.0000071884,0.0003716927,0.0004019287,0.00002741313,0.0004953379,0.0004206548,0.00004378636,0.0007100392,0.000369083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001524484,"about_ca_system_score_gemma":0.0001334852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006870744,"about_ca_topic_score_gemma":0.000007637456,"domain_scores_codex":[0.9981306,0.00002352,0.0004702089,0.000486594,0.0005754,0.0003137201],"domain_scores_gemma":[0.9989876,0.00007233798,0.0002652497,0.0004195569,0.0001657245,0.00008951523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0005551942,0.0002975382,0.0008604542,0.002682636,0.00211391,0.00005506653,0.03982181,0.0008711271,0.04255278,0.06540425,0.298856,0.5459293],"study_design_scores_gemma":[0.0008453964,0.0005090299,0.00008745617,0.0007452726,0.0002332524,0.000009796485,0.0006621964,0.0243955,0.1544071,0.4486458,0.367909,0.001550245],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01091508,0.0002786482,0.005755272,0.001046839,0.00143455,0.001123184,0.0002633217,0.0006446259,0.9785385],"genre_scores_gemma":[0.5633121,0.0006508412,0.02696937,0.01080249,0.002007099,0.00002865327,0.002921375,0.0001573874,0.3931507],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5853878,"threshold_uncertainty_score":0.9998735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02837794531809007,"score_gpt":0.2283025547429933,"score_spread":0.1999246094249033,"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."}}