Polish Combatants’ Association in Canada and Its Support for Solidarity Movement and Polish Refugees in 1980s
Bibliographic record
Abstract
Polish Combatants' Association in Canada and Its Support for Solidarity Movement and Polish Refugees in 1980sTh e aim of this paper is to present support rendered by Polish veterans in Canada for the "Polish cause" in 1980s -i.e. during the brief "carnival of Solidarity" and subsequent period of martial law which resulted in massive wave of emigrants leaving the country between 1981--1987.Th e scope of engagement of Polish WWII veterans settled in Canada into various forms of assistance for the Solidarity movement in Poland (demonstrations, petitions, fundraising) and combatants' attitude towards the new wave of political and economic immigrants arriving from Poland to the Country of Maple Leaf in 1980s.is presented on the basis of archival documents (by-laws, regulations, fi nancial reports, internal correspondence) and press releases ("SPK w Kanadzie" -quarterly magazine of the Polish Combatants Association in Canada). Keywords: veterans,
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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 | 0.002 | 0.004 |
| Science and technology studies | 0.016 | 0.005 |
| Scholarly communication | 0.005 | 0.001 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.001 | 0.002 |
| 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".