Bibliographic record
Abstract
The genre of the slave narrative is of fundamental importance to the Canadian canon. It educates readers about the conditions, actions, engagements, projects, and hopes of Black people in what we call Canada today. Specifically in the context of early Canada before Confederation, the slave narrative obligates us to reconsider what we understand by the term and what we seem to know about the genre to begin with, most importantly by denouncing its reputation as a US-American form. In testing the significance of the border to the United States, the slave narrative accentuates the connection between national and transnational historiography, as well as literary history. Against the backdrop of these far-reaching suggestions, this chapter outlines what we may understand as the slave narrative in, from, and about Canada, where we can find it, and what it can teach us about the genre and the literary history of Canada and the United States. From the vantage point of pre-Confederation Canada, the slave narrative is constitutive not only of US literature but emerges as a transnational genre that must be located ab origo in Canadian literature as well.
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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 | 0.002 | 0.002 |
| Science and technology studies | 0.013 | 0.017 |
| Scholarly communication | 0.010 | 0.004 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.001 | 0.002 |
| 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".