Through ‘My Mother’s’ eyes- settler spatializations & Mohawk masculinity in E. Pauline Johnson’s ‘My Mother’
Bibliographic record
Abstract
This article intervenes in current scholarship discussing the role of marriage, gender, and law in the writings of Mohawk author and performer E. Pauline Johnson, focusing on her short story ‘My Mother.’ Specifically, it is interested in Johnson’s fictionalized account of her parents’ interracial marriage, paying particular attention to her idealized characterization of her father, George Mansion, in the text. This portrayal of her father as a paragon of a ‘magnificent type of Mohawk manhood’ is filtered through the perception of the ostensible subject of her story, her mother, Lydia Bestman. As this article demonstrates, her mother interprets George Mansion’s individual and familial political power through the lens of settler assumptions, denuding them of their cultural import as expressions of Mohawk sovereignty. George and Lydia’s relationship is posited as a panacea for cultural and political upheaval, offering a romanticized portrayal of the dueling settler-Canadian and Indigenous spatializations of land, law, and bodies that marked the era.’
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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 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.017 | 0.018 |
| Scholarly communication | 0.004 | 0.002 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.004 | 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".