Cultural identification of a person in the works of William Kurelek
Bibliographic record
Abstract
Ethnic groups in Canada try not to dissolve in a foreign national environment and to preserve their identity. Polish-Ukrainian relations are an important topic in the context of studying the immigrant Canadian environment. William Kurelek was interested in this issue and managed to prove the role of Ukrainians in shaping a multicultural Canadian society. The authors of this study aimed to characterize the preconditions and history of the thematic series of Ukrainian immigrants and The Polish Canadians on the basis of artistic works. The works of William Kurelek were characterized and special attention was paid to Polish-Ukrainian motives in his work. The models of Ukrainian-Polish relations through the author's prism of understanding and observing the traditions and culture were derived. Issues of religious tradition, prairie duties, folk celebrations, upbringing, ethnic life and friendship were raised. In his paintings, William Kurelek raised these issues.
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How this classification was reachedexpand
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 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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 teacher head, 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".