{"id":"W2081228108","doi":"10.1016/j.marpetgeo.2013.10.007","title":"Assessment of gas hydrate saturation in marine sediments from resistivity and compressional-wave velocity log measurements in the Mahanadi Basin, India","year":2013,"lang":"en","type":"article","venue":"Marine and Petroleum Geology","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":66,"is_retracted":false,"has_abstract":false,"ca_institutions":"Natural Resources Canada; Geological Survey of Canada","funders":"U.S. Geological Survey","keywords":"Geology; Clathrate hydrate; Seafloor spreading; Saturation (graph theory); Hydrate; Mineralogy; Structural basin; Petrology; Geomorphology; Geophysics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001345962,0.0002647187,0.0001318814,0.001129976,0.0003689801,0.0005248181,0.0004033779,0.000364063,0.0002676826],"category_scores_gemma":[0.0003174458,0.0002525219,0.000201599,0.0008358844,0.0003928991,0.0003306851,0.0004025894,0.0001926339,0.0001293272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004520894,"about_ca_system_score_gemma":0.000497226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04270233,"about_ca_topic_score_gemma":0.06971313,"domain_scores_codex":[0.9998981,0.00001621286,0.00001272161,0.00002024548,0.00003032568,0.00002247573],"domain_scores_gemma":[0.9997759,0.00006359314,0.00004788977,0.00001038523,0.00007480865,0.00002737372],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002818407,0.00007653536,0.9526508,0.00009927051,0.00008024165,0.0006104175,0.001658374,0.002297283,0.02988654,0.0001734313,0.0001321713,0.01205299],"study_design_scores_gemma":[0.000006048556,0.0000615118,0.9943179,0.000007919363,0.00002869326,0.0001179725,0.001010794,0.002209465,0.00199254,0.00003870912,0.0001991126,0.000009294149],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999193,0.0000350433,0.0001050306,0.00001323435,0.000001168285,0.000002923208,0.0001098261,0.000008054873,0.0005317707],"genre_scores_gemma":[0.9997072,0.00003112082,0.00008435527,0.000003535353,0.000001092201,0.000002501579,0.00006924642,7.891418e-7,0.0001001708],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04270233,"threshold_uncertainty_score":0.08490753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01540843629929562,"score_gpt":0.225352713526126,"score_spread":0.2099442772268304,"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."}}