Actions for independence of Poland taken in Canada during World War One
Bibliographic record
Abstract
The article presents examples which illustrate the impact of World War I on Polish immigrants in Canada, the position of the Polish ethnic group in this country and the efforts of individuals of Polish descent to recruit the Polish army in Northern America. Poles who were subjects of Germany or the Austro-Hungarian Empire were treated as enemy aliens. Those people were forced to register and report to the police on a regular basis and some of them were interned in labour camps during the war. Some were released from the camps after an intervention of Polish organizations and priests. Soldiers of Polish descent, volunteers and recruits also fought in the Canadian Expeditionary Forces in Europe. Over 20,000 Polish volunteers from the US (including over 200 from Canada) enrolled in a training camp formed in Niagara-onthe-Lake, Ontario, on the border with the US. The problems with the organization and functioning of the camp, and opinions on Polish volunteers shaped numerous Canadians’ attutude towards the Polish diaspora and the newly established Polish State.
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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 | 0.004 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.001 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.036 | 0.006 |
| Scholarly communication | 0.004 | 0.001 |
| Open science | 0.001 | 0.009 |
| Research integrity | 0.002 | 0.008 |
| Insufficient payload (model declined to judge) | 0.005 | 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".