Bibliographic record
Abstract
Using seismic observations made near the Queen Charlotte Margin (QCM), a seismically active region off the western coast of Canada, Aiken et al. add to the growing body of research on how large earthquakes can cause tectonic plates to slip half way around the world. Reaching north from the intersection of the Juan de Fuca ridge, the Cascadia subduction zone, and the Queen Charlotte Fault, QCM underlies the islands of Haida Gwaii and was the site of a magnitude 7.7 earthquake in October 2012. Drawing on seismic readings collected from 1990 to 2012 and using a database of major worldwide earthquakes, the authors identified three earthquakes that induced tremors in QCM: the 2002 magnitude 7.9 Denali earthquake, the 2004 magnitude 9.2 Sumatra quake, and the 2011 magnitude 9.1 Tohoku earthquake. The authors observed the induction not of conventional earthquakes but of deep tectonic tremors, slips of tectonic plates with epicenters located far beneath the surface.
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.
How this classification was reachedexpand
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) | 0.003 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".