Diaspora, ojczyzny i pamięć w życiu ukraińskich migrantów z Polski w Toronto
Bibliographic record
Abstract
Diaspora, Homelands and Memory in Lives of Ukrainian Migrants from Poland in CanadaThe basis for this article is ethnographic field research carried out in Canada in 2014-2016 among Ukrainians who emigrated from Poland in 1980s and met vibrant Ukrainian diaspora built by earlier generations of Ukrainian migrants.The author analyses the encounter of official, diasporic discourses of the Ukrainian past with the local history of Ukrainians from Poland, especially displacement of 1947, spaces of self-presentation, role and significance of images of Poland and Ukraine in their lives, their involvement in wider Ukrainian context in Canada, contacts with the local Polish diaspora, problems with explicit identity assignment and a specific group distinctiveness that is a challenge for the essentialistically understood diaspora.In return, she proposes to consider the part of the Ukrainian diaspora as a transnational imaginary community (the concept of M. Sökefeld), and to follow the attitudes, practices and ideas of both the diaspora and the native country.
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.
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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.005 | 0.003 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.000 | 0.002 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.003 | 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".