Bibliographic record
Abstract
This chapter examines the changes in Anglo-Canadian identity through the 1930s, and also documents the effects of the Second World War in re-defining and shifting this identity towards centering Canada. During the Second World War, when Canada came to Britain's aid, stringent organisation led to a massive contribution to the war effort by large numbers of IODE women. The IODE used its maternal position to reinforce allegiance to Britain, but its perception was ever more Canada-centered. With women's increasing status in society, the IODE's war work was ever confident and impressive. The Second World War accentuated the contradictions between feminism and patriotism. During the war, women had shown that, in the absence of many of Canada's men, they were capable of keeping the country going, whether in the home or in gendered male occupations. The IODE's metaphorical conception of home as nation and Empire became, during the Second World War, more assertive, more confident, more proven and more Canadian in its focus.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.004 |
| Science and technology studies | 0.018 | 0.009 |
| Scholarly communication | 0.007 | 0.002 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.015 | 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".