The Memory about Yury F. Samarin and his Heritage in the Last Quarter of the Nineteenth and the Early Twentieth Century: Constructing the Image of a Thinker
Bibliographic record
Abstract
The article is devoted to the constructing of the image of Yury F. Samarin in the Russian public consciousness from the moment of his death in 1876 to the revolution of 1917. Attention is paid to the collection of speeches in his memory. The book by Peter Linitsky and the polemics of Vladimir Solovyov and Dmitry Samarin about Slavophilism are analyzed with reference to the heritage of Yuri Samarin. The author also analyzes the appraisal of the thinker by other conservatives, primarily on the materials of “Russkoe Obozrenie” (“Russian Review”) journal. He comes to the conclusion that the heritage of Yuri Samarin was studied only fragmentary by the beginning of the 20th century, and his image in the Russian public consciousness was not yet fixed and clearly defined.
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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 | 0.001 | 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 | 0.004 | 0.009 |
| Scholarly communication | 0.004 | 0.003 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.001 | 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 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".