{"id":"W4392231968","doi":"","title":"Time-lapse (4D) seismic interpretation methodologies based on kriging analysis (application to the Senlac (onshoreCanada) and Marlim ( offshore Brazil) heavy oilfields)","year":2008,"lang":"en","type":"preprint","venue":"","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Submarine pipeline; Interpretation (philosophy); Kriging; Geology; Seismology; Petroleum engineering; Computer science; Geotechnical engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004509552,0.0008273369,0.0004349526,0.001168792,0.0002278017,0.0008530335,0.0005704815,0.0003871077,0.001516359],"category_scores_gemma":[0.001193996,0.0004599879,0.000793531,0.001068881,0.0003499071,0.000408234,0.000470518,0.0005000822,0.0004092295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004929044,"about_ca_system_score_gemma":0.0009329928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01200813,"about_ca_topic_score_gemma":0.02285652,"domain_scores_codex":[0.9997844,0.00005093868,0.0000192055,0.00004558813,0.00007763726,0.00002233502],"domain_scores_gemma":[0.99953,0.0002183809,0.0000647935,0.00004976226,0.0001182519,0.0000189257],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001503007,0.0000756679,0.01047317,0.0005408038,0.000162194,0.0001573539,0.0004756323,0.3161868,0.09138065,0.002218872,0.0006325362,0.5775461],"study_design_scores_gemma":[0.00002648746,0.0001268268,0.01173972,0.00005297368,0.00007413998,0.0002252787,0.000322224,0.9455044,0.0337018,0.002053238,0.00609924,0.0000736639],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0445974,0.0002312646,0.9527419,0.00006854349,0.00001380123,0.00007536843,0.0002881248,0.001107811,0.0008758526],"genre_scores_gemma":[0.1677648,0.000605814,0.8299736,0.00001583657,0.000008456667,0.00009691147,0.0003427749,0.0001282803,0.001063623],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01200813,"threshold_uncertainty_score":0.02387649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02226478261912576,"score_gpt":0.302199348133868,"score_spread":0.2799345655147422,"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."}}