The Emergence of the Eastern Powers, 1756–1775
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Throughout the nineteenth century, international relations in Europe were dominated by five great powers - Britain, France, Russia, Austria and Prussia. The creation of this system has been located traditionally in the long struggle with revolutionary and Napoleonic France. By contrast, this study demonstrates that its origins lie half a century earlier. During the third quarter of the eighteenth century, the European states-system was transformed by the military rise of Russia and Prussia in the Seven Years War of 1756–63. Eastern Europe became pre-eminent, and during the 1770s Poland was partitioned for the first time, while Russia and Austria also seized territory from the Ottoman empire. Europe's centre of gravity moved sharply eastwards, and by the later 1770s Russia was emerging as the leading continental power. This study, based upon manuscript and printed sources from six countries, provides a comprehensive analysis of these crucial events.
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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 | 0.001 | 0.002 |
| 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 it