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
Abstract This article considers the collision of earthly and monetary phase shifts. It situates itself in Richmond, British Columbia, a seam where multiple and disparate processes of landing collaborate in the ongoing transformation and modulation of the earth’s surface. It poses a Chinese-funded construction boom on an island in western Canada as a geological formation, a physical outcropping at the collision of nineteenth-century Chinese terraforming labor and twenty-first-century flyaway Asian wealth. These collisions articulate fault lines in transpacific tectonic and geopolitical relations, even as the fluid dynamics of wealth and islands of impounded silt evince multiple figurations of Asian-ness. Through the juxtaposition of two permutations of land, economics, and racial formation across multiple centuries in the Fraser River Delta, I offer a notion of orogeny, the geological process of mountain building and crustal deformation, to attend to the earthmoving dynamisms of rivers, wealth, and Asian racialization.
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 | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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