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Record W6893314478 · doi:10.5281/zenodo.16189125

Listening to the Wound: Acculturation and Voice Amidst the Trauma of Erasure.

2025· book-chapter· en· W6893314478 on OpenAlexaboutno aff

Bibliographic record

VenueZenodo (CERN European Organization for Nuclear Research) · 2025
Typebook-chapter
Languageen
FieldSocial Sciences
TopicInterdisciplinary Cultural and Social Studies
Canadian institutionsnot available
Fundersnot available
KeywordsGratitudeActive listeningAcculturationNarrativePoliticsEmbodied cognitionImmigrationColonialism

Abstract

fetched live from OpenAlex

Drawing from seventeen years as a Pakistani Muslim woman artist-scholar, I challenge dominant narratives that frame acculturation as benign adaptation, revealing it instead as a site of structural, cultural, emotional, epistemic, and physical trauma. Through the lens of embodied voice, trauma, and belonging, I weave personal narrative with critical theory—engaging thinkers such as Gayatri Spivak, Sara Ahmed, Hannah Arendt, Gabor Maté, and Gloria Anzaldúa—to expose how immigration systems demand gratitude while denying rights. This essay does not merely name the trauma of erasure—it refuses it. Reclaiming voice through sound, story, and critical witness, it becomes an artistic and political act of survival. It calls for a reimagining of citizenship—not based on status, but rooted in dignity. For those navigating or resisting institutional invisibility, this work offers language to confront the layered violences of exclusion in colonial Canada.

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies, Insufficient 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 score0.603
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0080.001
Scholarly communication0.0010.000
Open science0.0010.001
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.049
GPT teacher head0.293
Teacher spread0.243 · 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
Published2025
Admission routes1
Has abstractyes

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