10th ANNIVERSARY SPECIAL ISSUE OF CRITICAL RACE AND WHITENESS STUDIES Vanishing at the border
Bibliographic record
Abstract
Literature on Canadian nationalism suggests that living in Canada is living the border, a frustratingly self-conscious place to be. The border divides Canada from the U.S., but this is secondary to its colonial function. In parcelling out land between the two settler nations, it acts as a colonial border, a marker of settler power and entitlement on Native lands. First Nations are both at home on their lands and profoundly alienated from them within the settler state. Nowhere could this be more apparent than at Niagara Falls, where the image of a dying Native woman, known as the Maid of the Mist, helped to form the tourist industry. In 1996 the myth of the maid was abandoned by its chief promoter, the Maid of the Mist Steamboat Corporation. This abandonment sparks questions of visibility and representation, community and responsibility. What does the Maid of the Mist’s presence obscure or render invisible? What does her absence make visible? These questions contribute to the interrogation of the settler nation, and in acknowledging them, the settler nation is challenged to become the decolonial nation.
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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 | 0.003 | 0.009 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.004 | 0.002 |
| Science and technology studies | 0.007 | 0.005 |
| Scholarly communication | 0.007 | 0.006 |
| Open science | 0.002 | 0.005 |
| Research integrity | 0.005 | 0.007 |
| Insufficient payload (model declined to judge) | 0.036 | 0.004 |
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".