THE IMAGE OF RUSSIAN EMPERORS ON THE PAGES OF SCOTLAND QUARTERLY BOOK REVIEW THE EDINBURGH REVIEW IN THE FIRST QUARTER OF THE XIX CENTURY
Bibliographic record
Abstract
N the first quarter of the XIX century, the international situation in Europe contributed to the increased interest to the Russian Empire from the audience of European newspapers and magazines. Books on travel, newspaper publications, caricatures and other materials were devoted to Russia. Scottish literary-critical magazine The Edinburgh Review was one of the most influential British editions, whose publications were also devoted to Russia and its sovereigns. Individual characteristics of the particular emperor allowed Edinburgh critics to evaluate him as an enlightened and progressive ruler, while the entire political model could be interpreted in terms of despotism. The article analyzes the publications of The Edinburgh Review, featuring Russian emperors, as well as characteristic features of personified and depersonalized images of sovereigns, in the structure of which along with personal judgments of reviewers archetypal and stereotyped elements are discovered.
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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 | 0.003 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.003 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 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".