Consumer Prices, Surplus Cash, and the Struggle to Raise Living Standards in the Postwar Soviet Union
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
Abstract This chapter surveys the Soviet government’s attempts to use consumer price policy to balance the population’s income and expenses, and thus raise living standards, after the Second World War. Consumer prices were already highly politicized under Stalin before the war, but this became especially true after 1949, when his government launched a policy of annual consecutive price cuts. Though these cuts were portrayed as the main driver of real wages, in fact, they were based not on increased supply but on heavy subsidies, and therefore only exacerbated shortages. Even after the policy was abandoned, and as discussions emerged among both leaders and economists about how to rationalize price policy and put an end to subsidies, prices remained highly politicized up until the Soviet collapse, limiting their use as a tool to balance income and expenses. In the meantime, artificially low prices contributed to a growing glut of unspendable cash in the economy, much of which ended up in savings accounts. The Soviet government, in sum, never managed to effectively use consumer prices to balance the population’s income and expenses, imposing a long-term constraint on living standards in the postwar period.
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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 | 0.001 | 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 | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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 it