Canadian Literature in the Early Twenty-First Century: The Emergence of an Inter-American Perspective
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
Historically, Canadian literature has been chary of entering too far into the new discipline of inter-American literary study. Rightly concerned about the danger of blurring its identity as a distinctive national literature (one made up, as is well known, of two great strands, the French and the English), Canadian writing has, however, come of age, both nationally and internationally. One dramatic aspect of this transformation is that we now have mounting evidence that both English and French Canadian writers are actively engaging with the literatures and cultures of their hemispheric neighbors. By extending the methodologies of Comparative Literature to the inter-American paradigm, Canadian writers, critics, and literary historians are finding ways to maintain their status as members of a unique and under-appreciated national literature while also entering into the kinds of comparative studies that demonstrate their New World ties as well.
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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 | 0.001 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 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