Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Spray Lakes Reservoir map area (NTS 82 J/14, 1:50 000 scale) straddles parts of the Foothills, Front Ranges, and Main Ranges subdivisions of the Southern Canadian Rocky Mountains from northeast to southwest. Four major thrust sheets (McConnell, Rundle, Sulphur Mountain, and Bourgeau) carrying Paleozoic carbonate and clastic strata and Mesozoic clastic strata dominate the structural geology. Imbricate thrust slices and duplexes are commonly developed along the leading edge of each major thrust sheet. Map relationships show significant displacement transfer and kinematic linkage occurred between individual thrust faults. The Paleozoic section thickens dramatically to the southwest across the map area. Folds dominate the structural style in the Bourgeau thrust sheet where Upper Devonian Fairholme Group strata have changed facies into basinal shale and thick sections of cleaved Ordovician strata are preserved. The Main Ranges transition occurs at a culmination in the Bourgeau thrust sheet and a change to a Lower Paleozoic level of exposure.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.002 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.003 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.002 | 0.001 |
| Insufficient payload (model declined to judge) | 0.038 | 0.001 |
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