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The Life of Nil Stolobenskii in the Mid‑17th-Сentury Redaction: Attribution Issues, Research and Publication of the Text

2025· article· W7124179448 on OpenAlexaboutno aff
Nadezhda N. Levchenko

Bibliographic record

VenueТруды Отдела древнерусской литературы · 2025
Typearticle
Language
FieldSocial Sciences
TopicDiscourse Analysis and Cultural Communication
Canadian institutionsnot available
Fundersnot available
KeywordsRedactionAttributionAuthorship attributionIdentification (biology)Quarter (Canadian coin)Period (music)

Abstract

fetched live from OpenAlex

The history of the text of the Life of Nil Stolobenskii, despite a century and a half of scholarly interest, remains poorly studied. Among the unresolved issues are the attribution of the Second Redaction of the text (according to V. O. Kluchevskii’s terminology), the search for its literary sources, the identification and determination of the manuscripts, their textual analysis and the reconstruction of the history of the text. The author of the article analyzes the time and place of the creation of the Second Redaction of the Life of Nil Stolobenskii and its changes throughout the century of active distribution in manuscripts. The article identifies variants of the text found in the manuscripts from the middle of the 17th century to the third quarter of the 18th century, explains the reasons for their occurrence and establishes the relationship between them. The author points out the replication of compendia dedicated to Nil Stolobenskii in the 18th century and demonstrates the methods used by scribes of these books to work with Old Russian texts. The article also includes the publication of the 17th-century redaction of the Life of Nil Stolobenskii. According to the author of the article, this early copy has preserved the readings closest to the archetype.

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.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.003
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.006
Threshold uncertainty score0.040

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.002
Science and technology studies0.0050.010
Scholarly communication0.0060.003
Open science0.0010.003
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0020.000

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.

Opus teacher head0.098
GPT teacher head0.438
Teacher spread0.340 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreEmpirical

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".

Quick stats

Citations0
Published2025
Admission routes1
Has abstractyes

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