Transformational tendencies of the Ukrainian diaspora ecclesiastical painting
Bibliographic record
Abstract
Ecclesiastical painting of the diaspora is considered as an integral part of the artistic tradition of Ukrainian religious culture. The artistic processes that took place in ecclesiastical painting against the background of historical and cultural changes in the Ukrainian diaspora in the second half of the XXth century are being analyzed. Attention is paid to important art objects located in the compact settlements of the communities of the Ukrainian Western Diaspora in Europe, Australia, the USA, and Canada. The role of transformational processes of ecclesiastical painting on the example of works of R. Hluvko, J. Hnizdovsky, M. Levytsky, O. Mazuryk, J. Novoselsky are being investigated. The analyzed works clearly demonstrate modernist changes in aesthetic landmarks almost in line with stylistic changes in European art. The issue of artistic features of ecclesiastical painting of the diaspora is critically covered. Problems of temple ensemble, modern stylistic directions of temple concepts, etc. are being singled out.
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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 | 0.000 | 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 | 0.003 | 0.003 |
| Scholarly communication | 0.003 | 0.001 |
| Open science | 0.000 | 0.002 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.004 | 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".