Transnational Reprinting and the Colonial Women’s Magazine: The Montreal Museum , 1832–4
Bibliographic record
Abstract
The Montreal Museum, which ran for 15 issues between December 1832 and March 1834, was the first periodical in British North America to be edited by a woman and to be explicitly aimed at a female readership. Laying out her vision for the magazine, Mary Graddon Gosselin noted its aims were to help cultivate a taste for literature in the Canadas and to provide a venue for the 'development of native genius, and the increase of national respectability'. Like all early Canadian magazines, the Museum sets out to achieve these goals not by publishing only original homegrown content but by combining new and reprinted material. This case study of the Montreal Museum shows that this pioneering, ultimately short-lived periodical exemplifies the complex, overdetermined position of the colonial woman reader. Its subscribers were encouraged to become informed consumers of a transnational women's periodical literature that connected its readers not only to the British imperial centre, but also to the colony's southern neighbour and its French colonial past, while maintaining a focus on the local, the domestic, and the feminine.
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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 | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.004 |
| Science and technology studies | 0.013 | 0.009 |
| Scholarly communication | 0.007 | 0.002 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.022 | 0.002 |
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".