“A Garden of Her Own”: Toward a Wilful Politics of Hope in Shani Mootoo’s Out on Main Street
Bibliographic record
Abstract
BORN IN IRELAND to Indian parents and raised in Trinidad, Shani Mootoo chose Canada as her homestead, thus positioning herself amongst those contemporary writers from multicultural and multi-ethnic backgrounds who do not only speak of these hybrid spaces but also engage in the task of bearing witness to those who have been silenced and erased from dominant history and culture. Indeed, by drawing upon her own hybrid identity as an Indo Caribbean Canadian lesbian woman, Mootoo’s works evoke an urgent need for narratives of belonging, exploring a set of recurrent dichotomies related to identity categories and notions of place present throughout her fiction, either in the form of homeland (nation) or merely home as a communal space. By articulating counter-histories, nostalgia, and recovery, Mootoo aligns herself with other postcolonial Canadian writers whose interest lies in “treatments of buried memory, witnessing, and recuperative healing” (Sugars and Ty 10).
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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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.045 | 0.025 |
| Scholarly communication | 0.008 | 0.002 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.002 | 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".