„My jeździmy do Polski, bo my tam mamy wspomnienia”: o pamięci Ukraińców z Polski w Kanadzie. Komunikat z badań terenowych
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
The papers is a report from anthropological fieldwork research carried out in Canada between March and September of 2014. My aim was to recognize the shape and content of social and cultural memory of Ukrainian Canadians, born in Poland, who emigrated to Canada in 1980s. They live in Edmonton and Toronto among other members of Ukrainian diaspora: descendants of Alberta pioneers, interwar period immigrants, displaced persons, Ukrainians from Ukraine and former Yugoslavia. Their memories concerning local Ukrainian history in Poland encounters institutionalized, well designed project of Ukrainian cultural memory in Canada. Actual situation in Ukraine (Euromaydan, Crimea annexation, civil war in the Donbas region) updates the memory and identity questions of Ukrainian diaspora in Canada in general and makes answerseven more complicated for the Ukrainians born in Poland.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.002 | 0.002 |
| Meta-epidemiology (broad) | 0.003 | 0.001 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.002 | 0.005 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.002 | 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 it