Reassessment of Middle Devonian dolomite, Presqu'ile barrier, Northwest Territories
Bibliographic record
Abstract
Re-examination of the petrography and geochemistry of hydrothermal, fabric-destructive dolomite in the Pine Point area and in the subsurface to the southwest of Pine Point provides a basis for challenging the current model for dolomitization of the Presqu'ile barrier. Generally, saddle dolomite formed from high-salinity NaCl-CaCl2 fluids and records no evidence of mixing with less-saline fluids. Late-stage calcite formed from less-saline NaCl fluids, suggesting minor mixing with less-saline, perhaps meteoric fluids that penetrated into these rocks after dolomitization. Dolomitization may be related to extensional faults in the study area and the karstic pore-system that developed in the Presqu'ile barrier. The variability in the isotopic data can be explained by temporal or spatial variations in heat flow or the degree of recrystallization as a function of fluid-rock interaction.
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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 | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 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 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".