Kinematics and Controlling Mechanics of the Slow Moving Ripley Landslide
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
The Ripley Landslide is one of several slow moving landslides in the Thompson River Valley, near Ashcroft, British Columbia. Both the Canadian Pacific and Canadian National Railway main lines cross this landslide. As a result, the site is an important part of Canada's transportation network and has been investigated and monitored with the goal of developing an operational strategy to aid in the safe operation of the railroads. A summary of the site investigation and monitoring results at the Ripley landslide are presented in this thesis, including information not used in previous publications. The monitoring results have been validated to ensure that the data are representative of the landslide behaviour. The updated geological and monitoring data are then analysed to develop cross sections and gain a better understanding of the kinematics of the Ripley Landslide and the mechanisms controlling its behaviour.
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 | 0.000 | 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) | 0.001 | 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