Town, nation and empire : the memory and commemoration of the first world war in St. Marys, Ontario, 1918 - 1939
Bibliographic record
Abstract
St. Marys, a small town in southwestern Ontario, was like many other communities in the British \nEmpire in its experiences remembering and commemorating the losses of the First World War. \nAnalysis of the town’s memorial sites, the names on its cenotaph, and speeches at Armistice/Remembrance Day ceremonies unveil commonalities in St. Marys’ experience in remembering the conflict within Canada, Newfoundland, Britain, Ireland, Australia, and New Zealand during the postwar period. The intimacy and disruption of the war is evident in the examples of those men whose names found their way onto the memorial despite having only briefly lived in St. Marys, or having never lived there at all. This demonstrates the impact of the war on ordinary Canadians. It also reveals jurisdictions seeking a newfound national identity within an imperial context, while local communities dealt with loss, sacrifice, and even a renewed duty to Empire.
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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 | 0.001 | 0.002 |
| Science and technology studies | 0.015 | 0.008 |
| Scholarly communication | 0.004 | 0.001 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.010 | 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".