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Record W4405001088 · doi:10.3138/9781487555252-fm

Frontmatter

2024· book-chapter· en· W4405001088 on OpenAlexfundno aff

Bibliographic record

VenueUniversity of Toronto Press eBooks · 2024
Typebook-chapter
Languageen
FieldSocial Sciences
TopicSoviet and Russian History
Canadian institutionsnot available
FundersGovernment of Canada
KeywordsPhilosophy

Abstract

fetched live from OpenAlex

In 1924, the Bolshevik regime began an unprecedented campaign to forcibly emancipate the Muslim women of Tajikistan.The emancipatory reforms included unveiling women, passing progressive family code laws, and educating women.By the 1950s, the Soviet regime largely succeeded in putting an end to veiling, child marriage, polygamy, and bride payments.Yet today there is a resurgence in these practices the Bolsheviks claimed to have eliminated.Coerced Liberation reveals that the Soviet regime transformed the lives of urban women within a single generation but without lasting effect.Drawing on unique primary sources, the book examines why this occurred.It addresses questions that are pertinent to ongoing debates in the international arena: What happens when an outside force attempts to modernize a society deeply rooted in centuries of patriarchal norms and values?In what ways can a devout religious rural community respond to, survive, and adapt to such interventions?And how does a state-centred, top-down approach towards women's emancipation work?Coerced Liberation presents critical insights for readers interested in gender dynamics within Muslim communities, the roles of women in Islam, the resurgence of Islam in former colonial territories, the effectiveness of a top-down approach towards women's movements, and more.

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 distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation 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: none
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.681
Threshold uncertainty score0.991

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0100.000

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 head0.023
GPT teacher head0.224
Teacher spread0.201 · 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 teacher head, 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
Published2024
Admission routes1
Has abstractyes

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