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Record W4391533945 · doi:10.5430/wjel.v14n2p418

Questioning Freedom: A Transnational Feminist Critique of the Representation of Muslim Women in I am Malala?

2024· article· en· W4391533945 on OpenAlexvenueno aff
Aisha Jadoon

Bibliographic record

VenueWorld Journal of English Language · 2024
Typearticle
Languageen
FieldSocial Sciences
TopicGender Politics and Representation
Canadian institutionsnot available
FundersPrince Sattam bin Abdulaziz University
KeywordsRepresentation (politics)Gender studiesSociologyPolitical scienceLawPolitics

Abstract

fetched live from OpenAlex

Do Muslim women need freedom? has remained a contentious question in gender equality discourses since 9/11. In this ongoing debate, the usage of personal narratives of Muslim women plays a critical role in popularising the perception that Muslim women are denied their right to freedom in Islamic societies. Approaching these narratives with the idea of freedom configured in secular liberal tradition impedes the critical responsiveness to the variants of freedom that govern the lives of Muslim women. As a corrective to this long-held critical bias, this research contends that any attempt to settle this controversy needs to be attentive to the questions that must precede the readings of such narratives: What is freedom? Is it an essentialist idea? What practices harm Muslim women? What type of freedom do Muslim women need? This paper responds to these questions by situating them in its reading of I Am Malala to destabilize the mainstream readings of the text, which view the oppression of Muslim women as rooted in religion. Informed by the transnational feminist understanding of freedom as postulated by Serene J. Kahder in Decolonizing Universalism: A Transnational Feminist Ethic(2019), an anti-essentialist reading of this narrative rejects the representation of traditional forms of selfhood of Muslim women as marginalized compared to the dominant construction of individualized selfhood of Malala. Khader’s idea of freedom negates the liberal feminist’s approach to the value of independence individualism as a necessary precondition for freedom supports this paper to argue against the representation of Muslim women as oppressed in I am Malala.

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)0.006
metaresearch head score (Gemma)0.005
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.013
Threshold uncertainty score0.044

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0060.005
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0130.050
Scholarly communication0.0070.008
Open science0.0010.008
Research integrity0.0030.006
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 head0.016
GPT teacher head0.327
Teacher spread0.311 · 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 designQualitative
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

Citations0
Published2024
Admission routes1
Has abstractyes

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