MétaCan
Menu
Back to cohort
Record W2755154711 · doi:10.21226/t28s61

“Neither Dead Nor Alive:” Ukrainian Language on the Brink of Romanticism

2017· article· en· W2755154711 on OpenAlexafffundvenue
Taras Koznarsky

Bibliographic record

VenueEast/West Journal of Ukrainian Studies · 2017
Typearticle
Languageen
FieldArts and Humanities
TopicLinguistics, Language Diversity, and Identity
Canadian institutionsUniversity of Toronto
FundersSocial Sciences and Humanities Research Council of Canada
KeywordsUkrainianSubversionSociologyHistoryLiteraturePolitical scienceLawArtLinguistics

Abstract

fetched live from OpenAlex

At the end of the eighteenth century through the first decades of nineteenth century, as the last vestiges of Ukrainian autonomy were abolished, Ukrainian elites and intelligentsia embarked on a diverse range of projects (addressing geography, history, ethnography, travel writing, journalism, and literature) aimed at privileging and promoting their cultural capital within the Russian imperial field of cultural production. The Ukrainian language and its origins, nature, and status came to the fore in these projects as Ukrainian literati carefully gauged their messages for both Ukrainian and metropolitan audiences in order to engage playfully and polemically with imperial perceptions of Ukraine and to further the cause of the Ukrainian language as a distinctive linguistic system, cultural legacy, and literary medium. These often cautious and purposefully ambiguous characterizations, classifications, and applications prepared the ground for the romantic generation of writers who dramatically expanded the stylistic and generic range of Ukrainian in their literary works and translations, and forcefully argued for the language’s autonomy, dignity, and expressive potential. While early romantic Ukrainian writings were seen as colourful linguistic and ethnographic regional variants useful for the development of Russian imperial and national culture, the growth of Ukrainian literature alarmed both Russian critics and administrators, who began to see in these developments not only unproductive and anachronistic vexations, but also a culturally and ideologically subversive agenda that had to be discouraged. By surveying and examining diverse classifications and discussions of the Ukrainian language by Ukrainian and Russian literati, the article questions the limits of so-called “Ukrainophilia” in Russian imperial culture of the early nineteenth century.

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)0.002
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.013
Threshold uncertainty score0.048

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0070.014
Scholarly communication0.0080.004
Open science0.0010.004
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0010.000

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 head0.110
GPT teacher head0.315
Teacher spread0.205 · 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 designTheoretical or conceptual
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

Citations3
Published2017
Admission routes3
Has abstractyes

Explore more

Same venueEast/West Journal of Ukrainian StudiesSame topicLinguistics, Language Diversity, and IdentityFrench-language works237,207