MétaCan
Menu
Back to cohort
Record W4396966901 · doi:10.5430/wjel.v14n4p459

Writing the Unspeakable: Trauma, Memory, and Resistance in Iraqi War Literature

2024· article· en· W4396966901 on OpenAlexvenueno aff
Ahmed Saadoon Azeez, N. Solomon Benny

Bibliographic record

VenueWorld Journal of English Language · 2024
Typearticle
Languageen
FieldPsychology
TopicMemory, Trauma, and Commemoration
Canadian institutionsnot available
Fundersnot available
KeywordsResistance (ecology)Computer scienceBiology

Abstract

fetched live from OpenAlex

The paper delves into the profound realm of Iraqi war literature, unraveling its multifaceted dimensions. From capturing the visceral traumas induced by conflict to echoing the resonances of resistance, this literature stands as a testament to the Iraqi people's resilience and defiance. Situating the narrative within historical and sociopolitical contexts, the study underscores the universality of trauma and the tenacity of the human spirit. Drawing parallels with global war literature, it highlights shared human experiences across cultures and histories. The paper also examines the redemptive power of literature, emphasizing its role in healing and peacebuilding, while illuminating the unique and diverse voices that constitute the Iraqi war narrative. As Iraq looks towards a future of reconciliation and hope, its literature not only serves as a historical record but also as a beacon, illuminating paths of empathy, understanding, and peace.

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 categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.560
Threshold uncertainty score0.417

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
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 head0.012
GPT teacher head0.282
Teacher spread0.270 · 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.

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

Explore more

Same venueWorld Journal of English LanguageSame topicMemory, Trauma, and CommemorationFrench-language works237,207