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Record W4415981372 · doi:10.63419/sabita.v2i1.37

Diasporic Female Subjectivity and Dissent in Margaret Atwood’s Neo-Victorian Novel Alias Grace

2025· article· W4415981372 on OpenAlex
Sneha Kar Chaudhuri

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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueSabita - A Journal of Humanities · 2025
Typearticle
Language
FieldArts and Humanities
TopicShort Stories in Global Literature
Canadian institutionsnot available
Fundersnot available
KeywordsSubjectivityContext (archaeology)ColonialismHybridityForegroundingMainstreamVictorian eraDiasporaVictorian literaturePostcolonialism (international relations)

Abstract

fetched live from OpenAlex

This article will critically discuss the issues of diaspora, migration and subversive female individuality in Margaret Atwood’s neo-Victorian novel Alias Grace (1996). The first part will briefly consider the emerging trends of retro-Victorian, post-Victorian and neo-Victorian fictional responses by contemporary authors to revive and reinvent the Victorian world order. It will then consider how Atwood as a Canadian British writer opposes the grand metanarrative of Victorian imperialism through her subtle critique of British colonization and patriarchy in this novel which deals specifically with nineteenth century Canada. As a neo-Victorian novel, it offers a subversive critique of white Victorian mainstream neo-Victorian fictional texts that revive the British Victorian past with an unambiguous sense of nostalgia, antiquarianism and celebration. Atwood in this novel exposes the precarious and problematic lives of diasporic British women in the Victorian imperial context and exposes the dark underbelly of British racism, sexism and imperialism and renders the Victorian world order as self-contradictory, unjust and essentially problematic. Overall, this article will critically engage with marginalized female criminals and their ambivalent diasporic subjectivity in the historical context of nineteenth century Britain and 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.

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 categoriesMeta-epidemiology (narrow), Scholarly communication, Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.835
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.000
Science and technology studies0.0010.001
Scholarly communication0.0010.002
Open science0.0010.000
Research integrity0.0000.002
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 head0.018
GPT teacher head0.254
Teacher spread0.236 · 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