Bibliographic record
Abstract
In this article I read autobiographies by East Europeans who immigrated to Canada in connection with the Second World War as examples of transcultural life writing. My focus on the representation of return visits of these loyal Canadian citizens to their country of origin after 1989 reveals the underlying intention of relating the experience of life in a multicultural democratic society to the emergence of a new political consciousness in Eastern Europe. In my analysis I distinguish four types of concerns which try to bridge the past of their childhood experiences with the formation of a transcultural life in the 21st century: 1. Anna Porter’s return visit to Hungary for family reunion and an encounter with history in The Storyteller; 2. Modris Eksteins’s political motivation in Walking Since Daybreak as a historian who revisits his birthplace in Latvia as well as the stages of his displacement in German refugee camps for research on the history of the war years; 3. Janice Kulyk Keefer’s private driving tour of the Ukraine and Poland and the discovery of new political realities in Honey and Ashes; 4. Lisa Appignanesi’s search for the traces of the Holocaust in her native Poland in Losing the Dead. These reconnections with an earlier life from the Canadian perspective in transcultural life writings can be likened to the recent discussions of the constitution of transnational societies in a cosmopolitan world.
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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 | 0.005 | 0.010 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.005 | 0.006 |
| Science and technology studies | 0.042 | 0.041 |
| Scholarly communication | 0.019 | 0.006 |
| Open science | 0.002 | 0.011 |
| Research integrity | 0.003 | 0.006 |
| Insufficient payload (model declined to judge) | 0.009 | 0.001 |
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".