Why so serious? Tragedy and whimsy in late Soviet and post-Soviet Russian monuments
Bibliographic record
Abstract
Serious monuments to the tragic past and whimsical representations of the everyday reflect the structural realities of a new Russian memorial culture. Structural pluralism provides space for expressions of cultural conservatism and Soviet nostalgia, but it also encourages monument builders to address broad audiences and avoid political polarization. Moreover, it allows local authorities to experiment with new forms of representation in efforts to appeal to local constituencies. The commemoration of tragedy has entered Russian public space, shaped by the contours of its pluralist public, new need for public relations, and fractious political culture. Humour was also not a great hallmark of Soviet monumental art, but public space in post-Soviet Russia has plenty of room for the humorous, the fantastic, and the whimsical. The presence of the whimsical and the tragic in sculptural form is enabled by pluralist institutions, civic boosterism, and critical public discourse in a context much different from monument building in the Soviet era.
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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 | 0.002 | 0.005 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.020 | 0.024 |
| Scholarly communication | 0.010 | 0.005 |
| Open science | 0.001 | 0.007 |
| Research integrity | 0.002 | 0.004 |
| Insufficient payload (model declined to judge) | 0.004 | 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".