Bibliographic record
Abstract
The Conclusion examines the contemporary fragmented construction of an Anglo-Canadian identity based upon mimicking Britain, while also revealing the considerable continuity with, and re-presentation of, the past that exists. The IODE has played a key role in the making of Anglo-Canada in the image of Britain, and has been an important part of British imperial and Canadian national history. In focusing on the IODE, this study makes a contribution to the new area of female imperialism. The IODE's unique position, as the oldest and largest female imperialist organisation, is easy to argue for. The IODE was by far the most active organisation of those composed of twentieth-century female imperialists, encompassed the most diverse membership and carried out the widest variety of projects. Having originated in Canada, it constitutes an intervention in British imperialism and in the developing nationalism of the white settler societies, because imperial histories have often seen imperialist attitudes as originating in Britain rather than in other parts of the Empire. The IODE's history shows how British imperialism and settler nationalism worked in one twentieth-century white dominion.
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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 | 0.007 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.001 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.006 | 0.002 |
| Scholarly communication | 0.009 | 0.003 |
| Open science | 0.002 | 0.003 |
| Research integrity | 0.003 | 0.002 |
| Insufficient payload (model declined to judge) | 0.226 | 0.064 |
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".