‘Socialism is not just Built for a Hundred Years’: Renewable Energy and Planetary Thought in the Early Soviet Union (1917–1945)
Bibliographic record
Abstract
The humanities recently rediscovered the category of the ‘planetary’ for a social theory of the Anthropocene critical of the human remaking of the planet. This article brings together Dipesh Chakrabarty's work with Russian planetary and geopolitical thought. Focusing on Vladimir Vernadsky's and Boris Veinberg's research around the Commission for the Study of Natural Productive Forces, it argues that knowledge on planetary interconnections informed the territorial and industrial expansion of the Russian Empire and the Soviet Union. According to planetary scientists, humanity's peculiarity as a species and planetary reach hinged on its control of energy. As ‘cosmic technologies’, wind and solar power could expand the biosphere and make the territory's fringes habitable. Thus, insight into the vast scales of the universe did not dwarf but augment humanity – and particularly scientists. The article concludes that the planetary should be understood as an extension of global politics rather than a divergence from it.
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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 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.006 | 0.020 |
| Scholarly communication | 0.004 | 0.003 |
| Open science | 0.000 | 0.002 |
| 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".