Cold War strategies/power and culture - East: sources of Soviet conduct reconsidered
Bibliographic record
Abstract
The Oxford Handbook of the Cold War offers a broad reassessment of the period war based on new conceptual frameworks developed in the field of international history. Nearing the 25th anniversary of its end, the cold war now emerges as a distinct period in twentieth-century history, yet one which should be evaluated within the broader context of global political, economic, social, and cultural developments. The editors have brought together leading scholars in cold war history to offer a new assessment of the state of the field and identify fundamental questions for future research. The individual chapters in this volume evaluate both the extent and the limits of the cold war's reach in world history. They call into question orthodox ways of ordering the chronology of the cold war and also present new insights into the global dimension of the conflict. Even though each essay offers a unique perspective, together they show the interconnectedness between cold war and national and transnational developments, including long-standing conflicts that preceded the cold war and persisted after its end, or global transformations in areas such as human rights or economic and cultural globalization. Because of its broad mandate, the volume is structured not along conventional chronological lines, but thematically, offering essays on conceptual frameworks, regional perspectives, cold war instruments and cold war challenges. The result is a rich and diverse accounting of the ways in which the cold war should be positioned within the broader context of world history.
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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) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.003 |
| Science and technology studies | 0.005 | 0.019 |
| Scholarly communication | 0.011 | 0.005 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.001 | 0.003 |
| Insufficient payload (model declined to judge) | 0.008 | 0.001 |
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".