Fleeing from the Eastern Bloc to the West – by train from the town and the neighbourhoods of Sopron between the years of 1945 and 1960
Bibliographic record
Abstract
Annotation.The problems connected with the aggravation of the struggle for power after the death of IV Stalin are discussed.It is emphasized that the unique historical moment for the country's modernization was not used.All the planned changes were to take place in the «modernized Stalinist system», but without the vices of the «cult of personality» identifi ed by the party.Mass political campaigns in the regions, presented on the materials of the Gorky region, revealed yet another detail.The Russian province could not and did not initiate modernization.But it could not be otherwise, the Stalinist heirs in the center and on the ground, fi rmly holding the main levers of power, did not represent a different path for the development of the country.This approach had fatal consequences.Unable to change the direction of development after the death of the «leader of the peoples», the leadership of the CPSU doomed the USSR to a subsequent stagnation, crisis and the collapse of the socialist system.
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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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.003 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.002 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.103 | 0.011 |
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".