Speculative Fictions: Contemporary Canadian Novelists and the Writing of History (review)
Bibliographic record
Abstract
In a seminal essay, originally published in the mid-1980s, Linda Hutcheon coined the phrase "Canadian historiographic metafiction" to describe a flowering literary genre that has a genuinely Canadian flavor and focuses on the act of writing about Canadian history and identity. Herb Wyile's Speculative Fictions is the most recent study of this genre, and the author is to be commended for bringing the discussion up-to-date by discussing not only classics such as Timothy Findley's The Wars, Rudy Wiebe's The Scorched-Wood People, and George Bowering's Burning Water but also new developments in recent works by writers such as Jane Urquhart, Margaret Sweatman, Thomas Wharton, Guy Vanderhaeghe, and Wayne Johnston.
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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 | 0.011 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.009 | 0.023 |
| Science and technology studies | 0.005 | 0.009 |
| Scholarly communication | 0.010 | 0.004 |
| Open science | 0.002 | 0.002 |
| Research integrity | 0.003 | 0.002 |
| Insufficient payload (model declined to judge) | 0.006 | 0.001 |
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".