Reassessing Soviet industrialization as primitive <i>Soviet</i> accumulation: Social reproduction, collectivization and peasant women's revolts under Stalin
Bibliographic record
Abstract
Abstract This paper adopts a novel Social Reproduction feminist approach to re‐evaluate the Soviet experience of industrialization within the context of global research on primitive accumulation. I analyse the first Five‐Year Plan as a unique process of ‘primitive Soviet accumulation,’ focusing on the Zhenotdel collectivization campaign and the often‐overlooked role of Zhenotdel peasant women delegates [krestyanki delegatki]. The study explores their involvement in peasant women's revolts against collectivization, emphasizing the significance of these events for the Zhenotdel's emancipatory programme in the village. Considering class as a social relation to the conditions of life's reproduction, I demonstrate: (1) how primitive Soviet accumulation reshaped the gendered metabolic relationship between land and labour during the first Five‐Year Plan and (2) yet, the allocation of surplus into the expanded Soviet state apparatus laid the foundation for the distinctive Soviet mother–worker gender contract and social citizenship model.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.005 | 0.016 |
| Scholarly communication | 0.004 | 0.002 |
| Open science | 0.000 | 0.004 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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".