The Sower Commune: An American-Finnish Agricultural Utopia in the Soviet Union
Bibliographic record
Abstract
Abstract In 1922 a group of idealistic American Finns decided to go to Soviet Russia to build an agroindustrial commune. After a harsh start, the Sower agricultural commune with its tractors and other modern machinery became a model farm that received a lot of attention as well as visitors from other parts of the Soviet Union and even from abroad. It succeeded in something that had not been thought possible. In less than a decade, the communards turned the dry steppe into a granary and a green orchard. But living and working on the isolated steppe proved to be dull, especially for those who had come from the United States or Canada and from very different economic and cultural conditions. Then, when more and more non-Finnish people joined the commune, the original communards started to feel themselves marginalized. Therefore, in 1930 a majority of the Finns left the Sower commune and moved to Soviet Karelia to start a new collective farm—the Hiilisuo. That experiment ended tragically with the Great Purge of 1937.
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How this classification was reachedexpand
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 | 0.002 | 0.001 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".