The Image of India in the Russian Historical and Culturological Literature
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
Relevance of the topic depends on the necessity to study the main directions, dynamics and logic of evolution of Russian-Indian relations, which show patterns of progress and regress of knowledge of India in Russia. This article aims to achieve the following goals - understanding of problems of historical and culturological image of India in Russia in the works of authors of our country. Leading approach to the study of this topic is to elucidate the genesis of knowledge about India in Russia, creation and reflection of historical and culturological image of India in Russia in domestic literature. The article deals with the phenomenon of historical-cultural perception of India in Russia, compiles and systematizes the studies of Russian authors of pre-revolutionary, Soviet and modern periods in which the number of research parallels is observed that marked their continuity, or representing the original author's positions on the designated topic. Article materials may be useful in determining the actual directions of traditional and new issues of the theme.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 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