World Literatures: Exploring the Cosmopolitan-Vernacular Exchange
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
Placing itself within the burgeoning field of world literary studies, the organising principle of this book is that of an open-ended dynamic, namely the cosmopolitan-vernacular exchange. As an adaptable comparative fulcrum for literary studies, the notion of the cosmopolitan-vernacular exchange accommodates also highly localised literatures. In this way, it redresses what has repeatedly been identified as a weakness of the world literature paradigm, namely the one-sided focus on literature that accumulates global prestige or makes it on the Euro-American book market. How has the vernacular been defined historically? How is it inflected by gender? How are the poles of the vernacular and the cosmopolitan distributed spatially or stylistically in literary narratives? How are cosmopolitan domains of literature incorporated in local literary communities? What are the effects of translation on the encoding of vernacular and cosmopolitan values? Ranging across a dozen languages and literature from five continents, these are some of the questions that the contributions attempt to address.
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 | 0.001 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.010 | 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 it