The Persian Campaign of Peter I on the pages of the Vedomosti newspaper
Bibliographic record
Abstract
The first printed newspaper Vedomosti, founded by Peter the Great, is an important source for studying the history of Russian-Ottoman and Russian-Iranian relations in the ϐirst quarter of the 18th century. A lot of attention in the Vedomosti was paid to the international situation of the Ottoman Empire and Russian-Turkish relations. In general, the newspaper characterizes the Ottoman state as an enemy of Russia and all Christian peoples. Under the constant attention of the Vedomosti were the most important changes in the government of Sultan Ahmed III (1703–1730), in the foreign policy priorities of Turkey, as well as domestic political issues the situation of its Christian subjects. The newspaper’s materials provide information about international relations on the eve and during the Persian campaign of Peter I of 1722– 1723, as well as about the representation of newly acquired possessions in the Eastern Caucasus. The Vedomosti newspaper was the ϐirst periodical that introduced the Russian society to the peoples of the Caucasus, the geography of the region and the military-political situation in the Western Caspian region.
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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 | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.026 | 0.005 |
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".