Symbolic revolution on the Maidan: the case of the “iolka”
Bibliographic record
Abstract
This article is devoted to the history of one of the most famous symbols of the Revolution of Dignity – the metal frame of an artificial Christmas tree (iolka, as it was called) erected on the Maidan. The study has two purposes: on one hand, to examine the process of transforming a symbol from a verbal one to a substantive one and from something negative to something positive. This process is linked to the protesters’ creation of a new symbolic space and a new symbolic system. On the other hand, the Christmas tree structure is considered as an artifact of the Maidan, the constituent elements of which, having influenced the process of symbol formation, can be analyzed as a distinctive historical source. These elements include the flags, posters, and banners that participants in the Revolution of Dignity affixed to the frame of the Christmas tree. The study of these artifacts, some of which are stored in the National Museum of the Revolution of Dignity, provides indirect information about the protesters and their views on the socio-political processes occurring in the country.
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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 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.038 | 0.024 |
| Scholarly communication | 0.006 | 0.002 |
| Open science | 0.001 | 0.006 |
| Research integrity | 0.002 | 0.006 |
| Insufficient payload (model declined to judge) | 0.005 | 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".