Strike-Slip Terrains and Transform Margins
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
Many of the world's continents are bounded or traversed by vast fault networks that move laterally, like the well-known San Andreas Fault. As well as being major tectonic features of the Earth's surface, these strike-slip regimes are vitally important to the world's natural resources – petroleum, water, and geothermal energy. This book covers all aspects of these regimes; how they initiate; how they develop; and the natural resources associated with them. Numerous global case studies illustrate structural development, thermal and fluid flow implications, and commercial applicability. No other book provides such a comprehensive overview of these settings, and this volume will stand as a critical reference of the state of knowledge of strike-slip terrains and transform margins. It will be invaluable for a broad range of readers, from advanced students of geology and researchers specializing in strike-slip regimes to geoscientists and managers involved in natural resources and energy solutions.
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 | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 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