ON THE ONE UNSTUDIED TOPONYM: DISTRICT OF DERBENSKOYE IN BELYJ GOROD (THE WHITE CITY) OF MOSCOW
Bibliographic record
Abstract
The article provides an overview of information on one of the alleged predecessors of the Second Mus-lim parish of the city of Moscow — the district Derbentskoye in the White city (present in the area of metro station “Turgenevskaya”). The author believes the toponym is derived from the Dagestani city of Derbent and provides evidence that it could leave behind the medieval embassy of the Caucasian states of the XV–XVII centuries, by analogy with other Embassy residences (Crimean, Nogai, Lithuanian, English courts, etc.). In neighboring Push-karskaya Sloboda stayed the Embassy of Georgia; there was also a quarter inhabited by Germans nearby. In the same times Kumyks, Qizilbashis (ancestors of modern Azerbaij ani Turks) and other representatives of the Caucasian peoples are mentioned among the inhabitants of Moscow. The sources of the XV–XVII centuries describe Der-bent as the key point of trade and diplomatic contacts of the Moscow state with the states of the Caucasus.
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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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.007 | 0.001 |
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".