When Stalin's Nations Sang: Writing the Soviet Ukrainian Anthem (1944–1949)
Bibliographic record
Abstract
In February 1944, as the victorious Red Army was preparing to clear the Nazi German forces from the rest of the Ukrainian Soviet Socialist Republic, a surprise official announcement stunned the population. The radio and the newspapers announced amendments to the Soviet constitution, which would enable the union republics to establish their own armies and maintain diplomatic relations with foreign states. While the Kremlin did not elaborate on the reasons for such a reform,Radianska Ukraina,the republic's official newspaper, proceeded to hail the announcement as “a new step in Ukrainian state building.” Waxing lyrical, the paper wrote that “every son and every daughter of Ukraine” swelled with national pride upon learning of the new rights that had been granted to their republic. In reality, the public was confused. In Ukraine's capital, Kiev, the secret police recorded details of rumors to the effect that the USA and Great Britain had forced this reform on Stalin and that Russians living in Ukraine would be forced to assimilate or to leave the republic. Even some party-appointed propagandists erred in explaining that the change was necessitated by the fact that Ukraine's “borders have widened and [it] will become an independent state.”
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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 | 0.004 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.009 | 0.003 |
| Scholarly communication | 0.005 | 0.002 |
| Open science | 0.000 | 0.002 |
| Research integrity | 0.002 | 0.005 |
| Insufficient payload (model declined to judge) | 0.004 | 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 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".