{"id":"W3047249456","doi":"10.1190/tle39080574.1","title":"The value of high-density blended OBN seismic for drilling and reservoir description at the Tangguh gas fields, Eastern Indonesia","year":2020,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"BP (Canada)","funders":"","keywords":"Drilling; Geology; Overburden; Karst; Seismology; Fault (geology); Geophysical imaging; Geophone; Petroleum engineering; Mining engineering; Engineering","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":[0.0002209516,0.0002472989,0.0001200897,0.0009370146,0.000232658,0.0005875892,0.0002265307,0.0001993551,0.001731212],"category_scores_gemma":[0.0005261683,0.0001455884,0.00008395232,0.0007706577,0.0001507171,0.0004838138,0.000440975,0.0002051262,0.0004317994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002631129,"about_ca_system_score_gemma":0.0004087096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01263318,"about_ca_topic_score_gemma":0.03549067,"domain_scores_codex":[0.99991,0.0000147422,0.000007037535,0.00002285842,0.00003080331,0.00001455757],"domain_scores_gemma":[0.999792,0.00002636597,0.00002980724,0.00002125949,0.00008981336,0.00004064937],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005540978,0.0002857421,0.4980963,0.0002536252,0.00008107114,0.001595764,0.00142541,0.03406166,0.112979,0.001111943,0.00214745,0.3474077],"study_design_scores_gemma":[0.00003559895,0.0001124663,0.7734584,0.0000900556,0.00006322977,0.0006502885,0.002595867,0.2009078,0.01453727,0.0006038075,0.006895859,0.00004929921],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9813569,0.0001286196,0.007482201,0.0001684562,0.00002694937,0.00003433095,0.001282754,0.0001944313,0.009325392],"genre_scores_gemma":[0.9888169,0.00007442187,0.009451741,0.00001185163,0.000008226912,0.000009727231,0.0004723102,0.0000244802,0.001130462],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01263318,"threshold_uncertainty_score":0.0251193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03222270150064627,"score_gpt":0.2257130415250572,"score_spread":0.1934903400244109,"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."}}