Bibliographic record
Abstract
The article considers the contribution of the famous Canadian playwright of Ukrainian descent George Ryga into English-Canadian theatre. The most important feature of Ryga’s style is a special attention to the life, feelings, struggles of downtrodden (marginalized, oppressed, neglected, abused) people in a Canadian society (whether they are Indians, Ukrainians, Italians, or other nation or nationality) with a humane and dignified face under unbearable conditions of physical, moral, existential survival. Psychological nuances are presented by George Ryga vividly, persuasively and convincingly. George Ryga is one of the pillars of building a strong and nationally-oriented EnglishCanadian theatre and drama. Ryga Studies have to pick up their tempo here in Canada (where exists substantial literature on his creative heritage and its peculiarities), and especially in Ukraine (where Ryga, unfortunately and undeservedly, remains basically unknown and unresearched, in spite of some positive steps towards appreciation and recognition of its diverse literary heritage for Ukraine).
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 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 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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".