Crafting a Heteronormative Haven: Representations of Sexuality on the Canadian Margin
Bibliographic record
Abstract
There is a shortage of scholarship that addresses how sexuality functions in representations of Atlantic Canada. Using contemporary literary, historical, and cultural scholarship alongside theories of metronormativity and rural space, this article offers an exploration of the intertwined histories of heterosexuality and commodified Atlantic Canadian identity. Examining the development of the tourist industry in the region, alongside the growing popularity of cultural products that uphold narratives of regional simplicity, this article thinks through how this homogenized narrative negates the reality of queer and non-conforming desire, experiences, and activism throughout the region’s history and present. Reference to Ashley MacIsaac and the Canadian Broadcasting Corporation’s Anne with an E are used to make this point. Through a focus on the “myths of Maritimeness” at work in a cultural infrastructure that positions Atlantic Canada as a space of rural simplicity, questions are raised not only about how a normative positioning of the margin impacts conceptualizations of life within the region but also about how this representation upholds a particular understanding of life in the Canadian centre.
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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 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.003 |
| Science and technology studies | 0.029 | 0.046 |
| Scholarly communication | 0.010 | 0.004 |
| Open science | 0.001 | 0.006 |
| Research integrity | 0.001 | 0.003 |
| Insufficient payload (model declined to judge) | 0.005 | 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".