Bibliographic record
Abstract
ABSTRACT: Lesia Ukraïnka’s Orhiia [The Orgy] (1913) is traditionally read as an anti-colonial allegory for Ukraine’s subjugation to Russia, an approach supported by Ukraine’s history and Ukraïnka’s biography. Such readings highlight the plight of the male hero, whose aesthetic ideals are inextricable from his loyalty to his nation. The aim of the present article is to offer a new interpretation that focuses, rather, on the marginal characters previously dismissed as “cultural renegades,” who aligned themselves with Russian culture. Grounded in postcolonial feminist theory, this close analysis reveals the tensions between national loyalty and sterile parochialism and between cosmopolitanism and aesthetic integrity. By placing Ukraïnka’s Orhiia in the Second-World context, the article invites further inquiry into Eastern- and Central-European modernist drama that re-enacts important aspects of these nations’ colonial experience, particularly the effects of the imperial male gaze on colonial women artists.
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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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.004 | 0.005 |
| Scholarly communication | 0.003 | 0.001 |
| Open science | 0.000 | 0.002 |
| Research integrity | 0.001 | 0.002 |
| 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".