To Canada from “My Many Selves”: Addressing the Theoretical Implications of South Asian Diasporic Literature in English as a Pedagogical Paradigm
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
By race I am IndianNot Carib Indian.East Indian-born NorthOf the Amazon Basin.By religion I’m BuddhistBy history BritishBy culture CaribbeanAnd by ambition American.……………………….And if perchance you want a pen palWrite to me at my native address.P.D. Sharma P.O. Box 472 Georgetown GuyanaWEST INDIES.—P.D. Sharma, “Diaspora” i breathe harderwith my many selves,turning back—Cyril Dabydeen, “I Am Not” As the above excerpts indicate, writers of the South Asian diaspora self-consciously foreground the...
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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) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.002 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.010 | 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