“American Dream – Soviet Reality”: Industrialization and Environmentalism in Soviet Cold War Public Diplomacy
Bibliographic record
Abstract
Abstract Expo ’67 in Montreal and Expo ’74 in Spokane took strikingly different stances regarding human-nature relations. The title of the first was “Man and His World.” Here, the Soviet pavilion exhibited the Krasnoyarsk Dam to showcase its conquest of nature. The exploitation of “idle” Siberian resources, like hydro-energy, was bound to fulfill the promise to “catch and overtake” the United States. Yet, the global environmental awakening of the 1960s added a “green race” to existing Cold War races and propelled environmental cooperation. Spokane’s Expo became the first environmental world's fair with the motto “Progress without Pollution.” Now, the ussr exhibited the Krasnoyarsk Dam as an inseparable part of the landscape and the new “green” socialist settlements to demonstrate the industry’s harmony with nature. An envoy for Soviet environmentalism, the display was responsive both to raising global concerns and to the detrimental environmental consequences of industrialization on the ground in Siberia.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.000 | 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 | 0.000 | 0.002 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.006 | 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".