Review of <i>Looking Back: Canadian Women's Prairie Memoirs and Intersections of Culture, History, and Identity</i> by S. Leigh Matthews
Bibliographic record
Abstract
In Looking Back, Leigh Matthews, a literary scholar, argues that memoirs written by white, English-speaking women who settled in western Canadian prairie communities have been "lost or ignored" and have received little "critical attention from both historians and literary critics." These published accounts of the Euro-Canadian "prairie settlement project" or "homesteading project," terminology used throughout the book, allow Matthews to assess the "Prairie Woman," the stereotypical image of the white, English-speaking female settler, against the more nuanced and diverse experiences of the "prairie woman" who actually migrated to the region. These memoirs, Matthews asserts, both "confirm and challenge cultural images of the Prairie Woman." They also contest the masculine settlement narrative while at the same time remaining a part of the broader English colonialist narrative.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.004 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.008 | 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 teacher head, 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".