Multicultural Canada and Diasporic Writers: Rohinton Mistry and Shyam Selvadurai
Bibliographic record
Abstract
Canada, a global community home for many people of different races and cultures, embraces all cultures—cultural diversity being one of the country’s most important national characteristics. All ethnocultural groups have official sanction to identify themselves with the culture of their choice and yet retain access to social and economic equality. Irrespective of race or ethnicity, the individuals in a multicultural society are entitled to equal treatment, protection from racial discrimination, equality of opportunity, and the right to remain culturally different. This proved an advantage to a diasporic writer operating within Canadian multiculturalism. The right to retain one’s culture has made many of the diasporic writers go back to their mother country in the choice of themes. The paper discusses how Rohinton Mistry and Shyam Selvadurai, the two South Asian diasporic writers of Indian and Sri Lankan origin, too have gone back to India and Sri Lanka respectively in fictionalizing their lived experiences set in their countries of origin.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.003 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.039 | 0.013 |
| Scholarly communication | 0.008 | 0.003 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.001 | 0.005 |
| Insufficient payload (model declined to judge) | 0.003 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".