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
Mennonite literature has long been viewed as an expression of community identity. However, scholars in Mennonite literary studies have urged a reconsideration of the field’s past and a reconceptualization of its future. This is exactly what Reading Mennonite Writing does. Drawing on the transnational turn in literary studies, Robert Zacharias positions Mennonite literature in North America as “a mode of circulation and reading” rather than an expression of a distinct community. He tests this reframing with a series of methodological experiments that open new avenues of critical engagement with the field’s unique configuration of faith-based intercultural difference. These include cross-sectional readings in nonnarrative literary history; archival readings of transatlantic life writing; Canadian rewritings of Mexican film’s deployment of Mennonite theology as fantasy; an examination of the fetishistic structure of ethnicity as a “thing” that has enabled Mennonite identity to function in a post-identity age; and, finally, a tentative reinvestment in ideals of Mennonite community via the surprising routes of queerness and speculative fiction. In so doing, Zacharias reads Mennonite writing in North America as a useful case study in the shifting position of minor literatures in the wake of the transnational turn. Theoretically sophisticated, this study of minor transnationalism will appeal to specialists in Mennonite literature and to scholars working in the broader field of transnational literary studies.
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 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 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