Balanced cross-sections: tools for finding bypassed oil and gas in the Crowsnest Pass and Hinton areas
Bibliographic record
Abstract
On Turtle Mountain (SW Alberta) fault-propagation folding was observed and pre-, synand post-tectonic fractures were documented. In addition, LiDAR images were analyzed and cross sections constructed. It was determined that stress release played a role in reactivation of synfold and syn-thrust structures. The folding/thrusting phase took place during Paleocene/Eocene. Post-folding structures were formed from Miocene to the present. The fracture fabrics define the stability of the mountain and define areas where advanced warning systems need to be employed to secure the safety of the people in the Crowsnest Pass area. Seismic lines (Isaac et al., 2008) allow structures in the Turtle Mountain and Livingstone thrust sheets to be tied to the Triangle Zone. Use of the LithoTect software allowed the construction of a balanced cross section (Figure 1).
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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 | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.005 | 0.002 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.015 | 0.002 |
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".