Path dependent: positioning Ukrainian war memorials in a post-Soviet landscape
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
This article analyzes the impact of Soviet memorials to the Great Patriotic War in the Poltava oblast (central Ukraine) on the positioning of new war memorials in the post-Soviet urban landscape. Focusing on two key factors (availability of sites and their symbolic potency), the article shows that the Soviet memorials to the Great Patriotic War played an important role in how the memorials to the Soviet–Afghan war were positioned in the urban landscape of independent Ukraine, and that this prepared the ground for present-day discussions about the most appropriate way to position the memorials to the Russia–Ukraine conflict. The article contributes to discussions of the importance of the urban landscape in monument-building and elucidates the path-dependent nature of commemorations.
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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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.010 | 0.001 |
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 it