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Ukrainization: the emergence and dissemination of the concept (first quarter of the twentieth century)

2020· article· en· W3093822190 on OpenAlexaboutno aff
Elena Borisyonok

Bibliographic record

VenueSlavic Almanac · 2020
Typearticle
Languageen
FieldEconomics, Econometrics and Finance
TopicEconomic Issues in Ukraine
Canadian institutionsnot available
Fundersnot available
KeywordsUkrainianMeaning (existential)Political scienceQuarter (Canadian coin)ArtificialitySociologyPolitical economyMedia studiesSocial scienceHistoryEpistemologyLinguistics

Abstract

fetched live from OpenAlex

The article analyzes the origin of the concept “Ukrainization” and the interpretation of the word in the socio-political lexicon of the first quarter of the 20th century. Attention is paid to the assessment of the Ukrainization by supporters and opponents of the Ukrainian national movement. The leaders of the Ukrainian movement actively talked about the Ukrainization in the early twentieth century. They insisted on creating conditions for the realization of the rights of the Ukrainian nation to independent development. The concept has been repeatedly used by M. Hrushevsky and Ye. Chykalenko. With the beginning of the revolution in Russia, the need for the Ukrainization was constantly discussed in the Ukrainian Central Rada. The concept was used both in a narrow sense (the Ukrainization of the school, the Ukrainization of local governments, etc.) and in a broad sense (the Ukrainization of all life). The concept of “Ukrainization” was associated with the idea of the policy of building a national Ukrainian state and the process of development of national consciousness. Opponents of the Ukrainian movement insisted on the artificiality of the process of the Ukrainization. For example, S. N. Shchegolev considered it “an experiment on the people”. The emotional perception of the Ukrainization was associated with the attitude to the “Ukrainian question” and the way it was resolved, but not with its meaning. For the supporters of the Ukrainian project, the Ukrainization was a method of achieving the goals of the national movement. The Ukrainization was a policy aimed at establishing the Ukrainian character of the socio-cultural space of a certain territory.

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 score0.011
Threshold uncertainty score0.052

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.004
Science and technology studies0.0040.007
Scholarly communication0.0060.006
Open science0.0000.004
Research integrity0.0010.002
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 head0.014
GPT teacher head0.216
Teacher spread0.202 · 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

Citations2
Published2020
Admission routes1
Has abstractyes

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