Regional and high‐resolution 3D pore‐pressure prediction in deep‐water offshore West Africa
Bibliographic record
Abstract
PreviousNext No AccessSEG Technical Program Expanded Abstracts 2003Regional and high‐resolution 3D pore‐pressure prediction in deep‐water offshore West AfricaAuthors: N. C. BanikG. WoolG. SchultzL. den BoerW. MaoJ. D. HuggardK. NibbelinkN. TaylorN. C. BanikWesternGeco, Houston, TX, G. WoolWesternGeco, Houston, TX, G. SchultzWesternGeco, Houston, TX, L. den BoerWesternGeco, Houston, TX, W. MaoWesternGeco, Houston, TX, J. D. HuggardDevon Energy, Houston, TX, K. NibbelinkDevon Energy, Houston, TX, and N. TaylorEncana Corp., Calgary, CAhttps://doi.org/10.1190/1.1817548 SectionsAboutPDF/ePub ToolsAdd to favoritesDownload CitationsTrack CitationsPermissions ShareFacebookTwitterLinked InRedditEmail Permalink: https://doi.org/10.1190/1.1817548FiguresReferencesRelatedDetailsCited ByQuantitative Analysis of Geopressure for Geoscientists and Engineers10 February 2021 | , Vol. 74Pre-drill pore pressure study for a high temperature well in the Gulf of Mexico using reprocessed fit-for-purpose seismic velocitiesLuis Gasparotto, Ricardo de Campos, Ray Kozusko, Jack Schlemmer, George Bunge, Sheila Noeth, Colin Sayers, and Pat Hooyman23 November 2007Effective‐stress‐based reservoir characterization in an offshore basinRan Bachrach, Niranjan Banik, Mita Sengupta, Sheila Noelth, Jianchun Dai, George Bunge, Ben Flack, Randy Utech, Lei Leu, Bill Troyer, and Jerry Moore6 October 2006 SEG Technical Program Expanded Abstracts 2003ISSN (print):1052-3812 ISSN (online):1949-4645Copyright: 2003 Pages: 2452 publication data© 2003 Copyright © 2003 Society of Exploration GeophysicistsPublisher:Society of Exploration Geophysicists HistoryPublished: 03 Jan 2005 CITATION INFORMATION N. C. Banik, G. Wool, G. Schultz, L. den Boer, W. Mao, J. D. Huggard, K. Nibbelink, and N. Taylor, (2003), "Regional and high‐resolution 3D pore‐pressure prediction in deep‐water offshore West Africa," SEG Technical Program Expanded Abstracts : 1386-1389. https://doi.org/10.1190/1.1817548 Plain-Language Summary PDF DownloadLoading ...
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.003 | 0.001 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".