Applied Technology for Tight Oil in Engineering of Oil Manufacturing in the Western Canada Sedimentary Basin
Bibliographic record
Abstract
Canada is the second country after the US to start the shale gas exploration and production in the world. And the Western Canada Sedimentary Basin (WCSB) is known for its rich shale gas reserves. However, with the development of shale gas, it is found that the success of the United States is difficult to replicate. In addition, many oil companies were forced to transfer their focus of exploration and development from shale gas to tight oil for the extended downturn of gas-price in recent years. Afterwards, abundant resources of tight oil were discovered in northeast Alberta located in the Western Canada Sedimentary Basin. This paper studies the developing history and current situation of tight oil, and review the horizontal well drilling technology, stimulated reservoir volume (SRV) fracturing completion technology and multi-well pad factory operation. Meanwhile, some opinions and Suggestions on the tight oil exploration and production in China are proposed.
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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".