From the Vaults: Objects Relating to the Canadian Experience in Hong Kong
Bibliographic record
Abstract
This article focuses on the material culture of Canadians’ experiences during and after the Battle of Hong Kong. Stories of combat, captivity, and the return home are told through this selection of personal objects now preserved in the collections of the Canadian War Museum. These artifacts highlight the particular circumstances and harsh conditions faced by prisoners of war and civilian detainees, and serve as entry points into the wider history of the battle, its aftermath and its lasting consequences.\nCet article porte sur la culture matérielle des expériences des Canadiens et Canadiennes pendant et après la bataille de Hong Kong. Des histoires de combat, de captivité et de retour au pays sont racontées à travers cette sélection d’objets personnels maintenant conservés dans les collections du Musée canadien de la guerre. Ces artefacts mettent en lumière les circonstances particulières et les conditions difficiles auxquelles sont confrontés les prisonniers de guerre et les détenus civils. Ils servent aussi de points d’entrée dans l’histoire plus large de la bataille, ses répercussions et ses conséquences à long terme.
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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 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.002 | 0.004 |
| Science and technology studies | 0.041 | 0.017 |
| Scholarly communication | 0.008 | 0.002 |
| Open science | 0.002 | 0.006 |
| Research integrity | 0.001 | 0.003 |
| Insufficient payload (model declined to judge) | 0.007 | 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".