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Record W4402544281 · doi:10.46303/jcve.2024.26

Reclaiming Narratives - Muslim Women Navigating Activism in Educational Research Implications and Recommendations for Educators

2024· article· en· W4402544281 on OpenAlex
Zainab Zafar, Aurra A. Startup

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueJournal of Culture and Values in Education · 2024
Typearticle
Languageen
FieldSocial Sciences
TopicPeace and Human Rights Education
Canadian institutionsYork UniversityUniversity of Toronto
Fundersnot available
KeywordsCognitive reframingFraming (construction)SociologyNarrativeGender studiesSubversionIslamIndigenousColonialismOrientalismContext (archaeology)Media studiesPolitical scienceLawPoliticsSocial psychologyPsychology

Abstract

fetched live from OpenAlex

This chapter delves into the intricate dynamics of activism within educational research within the context of resistance and justice within settler-colonial states from Turtle Island and beyond. Drawing inspiration from Eve Tuck's (2010) concept of shifting from damage-centered research to desire-based research and Sara Ahmed's (2010) work on embodying what it means to be a killjoy, we endeavour to confront and address prevailing tensions we face as visibly identified Muslim women researchers and educators. We position ourselves to navigate the complexities of our lived experiences and advocate for justice in the current climate. We come together from Pakistani and Palestinian familial lineages to share our lived experiences and specific testimonies of ‘othering’ in educational research and activism. Using an anti-colonial and desire-based framework, we explore the framing and tensions of Orientalism and the struggle against it. We also contemplate our identities, positionalities and stances within educational research. Drawing strength from Indigenous cultures and Islamic philosophies, we seek to advocate for disruption, refusal and subversion, essential to activist research. We conclude with implications for educators, universities, researchers, schools, communities, and beyond. We aim to illuminate the paths we navigate as activist researchers, harnessing our collective experiences and reframing the research approach through a desire-based approach.

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.

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)0.002
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation 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 score0.256
Threshold uncertainty score0.468

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.105
GPT teacher head0.497
Teacher spread0.392 · 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