Identity Propagan da: An Examination of Native Estonian and Canadi an Estonian Art Practices in Response to the Soviet Occupation
Bibliographic record
Abstract
The response to the Soviet Occupation in Estonia was arguably one of the strongest examples of nationalism in our modern day. This nationalism was expressed in many ways, but became a lasting symbol in the art leading up to and after the collapse of the Soviet Union. This presentation examines the relationship artists in Estonia had with the stirrings of nationalism which occurred during the latter half of the Soviet Occupation, as well as the response of some of the artists belonging to the largest group of Estonians outside Estonia in Canada. Both sets of artists offer compelling examples of nationalism with a nostalgic return to folk art; this proves to be interesting when looking at the case of emerging multiculturalism in both Canada and Estonia. Some of the artists discussed include members of The Society of Estonian Artists in Toronto (E.K.K.T.), as well as three prominent late Soviet Estonian women artists Kaja Karner, Aili Vint, and Karin Luts.
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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 | 0.003 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.003 | 0.003 |
| Science and technology studies | 0.012 | 0.005 |
| Scholarly communication | 0.006 | 0.001 |
| Open science | 0.001 | 0.005 |
| Research integrity | 0.001 | 0.001 |
| 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".