Deformation in the Utica Shale and Lorraine Group, St. Lawrence Lowlands, Quebec
Why this work is in the frame
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Bibliographic record
Abstract
Folds, faults and fractures have been identified on a high-resolution satellite image that covers two sub-outcropping areas, on both sides of the St. Lawrence River, near Donnacona. Two generations of folds are superimposed over the Chambly-Fortierville syncline. The most common faults trend N100° - N120° or N30° - N60° , through their kinematics are uncertain. Fractures exhibit a relatively scattered distribution with predominant sets striking NE and WNW. Such fractures may be an important parameter from permeability enhancement during hydraulic fracturing. Future detailed analyses of brittle structures are needed in order to develop a sound conceptual framework of the deformation pattern in the St. Lawrence Lowlands.
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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 | 0.001 | 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) | 0.003 | 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 it