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Record W7137428431

Xinjiang Year Zero

2022· other· en· W7137428431 on OpenAlexaboutno aff

Bibliographic record

VenueDirectory of Open access Books (OAPEN Foundation) · 2022
Typeother
Languageen
Field
Topic
Canadian institutionsnot available
FundersChina National Petroleum Corporation
KeywordsState (computer science)Order (exchange)JunctureSocial lifeQuarter (Canadian coin)Government (linguistics)Spanish Civil War
DOInot available

Abstract

fetched live from OpenAlex

Since 2017, the Chinese authorities have detained hundreds of thousands of Uyghurs, Kazakhs and other Muslim minorities in 'reeducation camps' in China’s northwestern Xinjiang autonomous region. While the official reason for this mass detention was to prevent terrorism, the campaign has since become a wholesale attempt to remould the ways of life of these peoples—an experiment in social engineering aimed at erasing their cultures and traditions in order to transform them into ‘civilised’ citizens as construed by the Chinese state. Through a collection of essays penned by scholars who have conducted extensive research in the region, this volume sets itself three goals: first, to document the reality of the emerging surveillance state and coercive assimilation unfolding in Xinjiang in recent years and continuing today; second, to describe the workings and analyse the causes of these policies, highlighting how these developments insert themselves not only in domestic Chinese trends, but also in broader global dynamics; and, third, to propose action, to heed the progressive Left’s call since Marx to change the world and not just analyse it.

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)0.000
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.465
Threshold uncertainty score0.763

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0030.001
Scholarly communication0.0040.002
Open science0.0010.003
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.4650.251

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 head0.094
GPT teacher head0.414
Teacher spread0.320 · 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.

Study designNot applicable
Domainnot available
GenreOther

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
Published2022
Admission routes1
Has abstractyes

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