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
This chapter examines the metaregional dimensions of the Pacific Northwest and the ways in which its very inscription as a region elucidates the fraught and contested relation between text and place in American literature. Elettra Bedon coined the term “metaregionalism” to describe a self-conscious manipulation of certain forms of dialect. On analogy with metafiction, metaregionalism might be said to foreground the assumptions involved in traditional ascriptions of place. The chapter first considers the epistemology of space before discussing how the Pacific Northwest was tackled in the writings of Gary Snyder, Ursula Le Guin, and Richard Brautigan. It also analyzes the fiction of William Gibson and Douglas Coupland; Gibson deploys Vancouver to achieve critical distance from the behemoths of U.S. capitalism, and Coupland brings his native Pacific Northwest into the wider oceanic orbit of Asia and Australasia in order to chart a generational passage away from domestic security and entitlement.
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 | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| 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