Estimation Method of Natural Water Bodies in the Fracture Cavity Carbonate Reservoir of the Sea
Bibliographic record
Abstract
In recent years, the discovery of fractured carbonate reservoirs has made it become a hot spot for the development of such reservoirs. The oil field of south of Bohai is a typical fracture cavity reservoir, which is different from the land oil field. In this oil field, fluid reservoir space is mainly composed of fractures, but caves are not developed, at the same time the reservoir has strong heterogeneity. Oil water relationship and reservoir type are extremely complex and the percolation law is essentially different from the general marine sandstone reservoir. In view of the actual situation of the oil field, the volume of natural water body was studied by reservoir engineering method. By comparative analysis, the results obtained by reservoir engineering method are in agreement with the numerical simulation method. However, reservoir engineering method is simple and rapid, which has a certain reference value for the rapid assessment of water bodies in the same type of oil reservoir at sea.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| 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) | 0.000 | 0.000 |
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 teacher head, 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".