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Review Article

2011· article· en· W2321800885 on OpenAlexvenueno aff
Teresa Polowy

Bibliographic record

VenueCanadian Slavonic Papers · 2011
Typearticle
Languageen
FieldSocial Sciences
TopicEastern European Communism and Reforms
Canadian institutionsnot available
Fundersnot available
KeywordsCommunismOpposition (politics)IdeologyReading (process)Political scienceEconomic historySoviet unionLawHistoryPolitics

Abstract

fetched live from OpenAlex

(ProQuest: ... denotes non-USASCII text omitted.)......1August 1991 saw the stunning collapse of the Soviet Union and the rapid disintegration of the Communist party and all its institutions including those that controlled literature. Twenty years later in 2011, the market drives Russian book publication and Russian publishers systematically employ advertisement agencies and PR firms to promote their products. The Soviet claim to being the most country in the world has re -emerged in post-Soviet Russia as the countiy that consumes the most television programming. It is heavily ironic that since the fall of the Soviet Union, reading has become an almost irrelevant activity; prior to 1 99 1 , the act of reading was of tremendous significance since reading samizdat or tamizdat, or even difficult-to-obtain Soviet publications of fiction and poetiy, often represented cogent private and individual acts of opposition to the prevalent ideology. Twenty years ago, there were about 10,000 members in the bloated Union of Soviet Writers and the literaiy profession was profitable, prestigious, and privileged. Today, many writers are not closely affiliated with any union or association and most writers in Russia have to actively supplement their income since it is very difficult, just as in the West, to make a living solely through creative writing. For example, those writers whose works have been translated into various languages receive foreign royalties and invitations from abroad to lecture or make guest appearances. Others have worked for considerable periods and decent salaries at foreign universities (e.g., Tat'iana Tolstaia in the United States, Anatolii Kim in South Korea) before returning to Russia. Many writers work industiy jobs in editorial offices, some engage in ghost-writing, and some noted authors, for example Dmitry Bykov and Mikhail Shishkin, write works of serious alongside works of mass appeal that occupy what critic Sergei Chuprinin termed in 2004, the space of middle literature.2 In 1991, as a result of glasnost', Russian writing was just emerging from the rigours of Soviet-era censorship. Twenty years on, many writers lament the censorship imposed by the market economy and the whims of the marketplace in which has become just another commodity. Rosalind Marsh acknowledges this concern, but also nuances it, observing that: 'economic censorship' has had a profound effect on the choice of manuscripts which have been published and reviewed in Russia since the fall of communism, neither fiction nor literary criticism has been subjected to official political censorship [. . .].3 Possible reasons why control over is absent in Russia today, while control over radio, television, and the press is very much present, will be suggested below.While Russian is hardly dead, as Viktor Erofeev pronounced it in his celebrated and oft-referenced article of 1991, Pominki po sovetskoi literature [A Wake for Soviet Literature],4 it is transformed - indeed is constantly transforming - in an ongoing search for its place within Russia' s new consumerist and entrepreneurial reality. Russian twenty years after the Soviet Union collapsed is very much a living organism moving and stretching in multiple directions, in a state of constant motion, and changing even as this overview is being written. Authors are writing, competing for prizes, and, in every way, trying to adapt to a still-new political, economic, and cultural environment. While this state of change and diversity is seen as destabilizing by some cultural commentators, exhilarating by others, what is certain is that such continuous change is exceptional in a nation in which for centuries, stood at the centre of cultural life and was expected to play the role of prophet and omniscient commentator, and give effective expression to national ideals and identity. Two decades after the demise of the Soviet Union, in which played the aforementioned roles in highly significant ways, it no longer bears this burden so obviously or so willingly. …

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)0.001
metaresearch head score (Gemma)0.005
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.673
Threshold uncertainty score0.960

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.005
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0020.001
Bibliometrics0.0030.003
Science and technology studies0.0010.001
Scholarly communication0.0060.003
Open science0.0020.003
Research integrity0.0030.003
Insufficient payload (model declined to judge)0.3270.171

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 head0.049
GPT teacher head0.263
Teacher spread0.214 · 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; the direct Gemma label and the distilled Codex classifier agree on what is shown here.

Study designNot applicable
Domainnot available
GenreReview

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

Citations1
Published2011
Admission routes1
Has abstractyes

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