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Record W7128604380 · doi:10.21618/fil2532505g

A COMMEMORATION OF WOUNDS ENDURED: WRITING AS RESISTANCE IN MARGARET ATWOOD’S THE BLIND ASSASSIN

2025· article· sr· W7128604380 on OpenAlexaboutno aff
Marija N. Gagić

Bibliographic record

VenueФилолог – часопис за језик књижевност и културу · 2025
Typearticle
Languagesr
FieldArts and Humanities
TopicUtopian, Dystopian, and Speculative Fiction
Canadian institutionsnot available
Fundersnot available
KeywordsTrope (literature)Resistance (ecology)CultMale gazeBiographyAgency (philosophy)Mode (computer interface)

Abstract

fetched live from OpenAlex

Margaret Atwood’s The Blind Assassin depicts repressive patriarchal practices such as insistence upon the cult of Victorian womanhood and the sacrificial angel trope imposed on women in 1930s and 1940s Canada. Focusing on the protagonist, Iris Chase Griffen, the paper will explore the ways in which female voices are silenced within patriarchal structures, finding an outlet of resistance in the act of writing. The Blind Assassin utilizes the mode of fictional autobiography to challenge dominant male perspectives, as Iris rewrites her own history, realizing the potential for female agency and self-expression.

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)0.003
metaresearch head score (Gemma)0.009
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.029
Threshold uncertainty score0.047

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.009
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0290.028
Scholarly communication0.0100.004
Open science0.0010.005
Research integrity0.0050.009
Insufficient payload (model declined to judge)0.0040.001

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 head0.026
GPT teacher head0.280
Teacher spread0.254 · 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 designNot applicable
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
Published2025
Admission routes1
Has abstractyes

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