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Record W2888191555 · doi:10.15584/sar.2018.15.1.7

Garden Politics in Margaret Atwood’s Selected Speculative Fiction Novels

2018· article· en· W2888191555 on OpenAlexaboutno aff
Paula Wieczorek

Bibliographic record

VenueStudia Anglica Resoviensia · 2018
Typearticle
Languageen
FieldArts and Humanities
TopicUtopian, Dystopian, and Speculative Fiction
Canadian institutionsnot available
Fundersnot available
KeywordsIdeologyPoliticsDystopiaLiteratureRepresentation (politics)EnvironmentalismLiterary fictionEcocriticismHistoryPerspective (graphical)SociologyAestheticsLiterary criticismArtLawPolitical scienceVisual arts

Abstract

fetched live from OpenAlex

Following Shelley Saguaro’s belief that the incorporation of a garden in a text is reflective of ideological aesthetic premises, this paper intends to study the representation of gardens in two speculative fiction novels by the prominent Canadian writer, Margaret Atwood: “The Handmaid’s Tale’ (1985) and “The Year of the Flood” (2009). In her books Atwood presents the readers with an apocalyptic vision of an environmental crisis resulting from profit maximisation in capitalist societies. The patriarchal domination over nature in the novels is intrinsically connected to the domination over women. The female protagonists’ bodies are represented in terms of marketable value, as every part of their body can be described as a resource for extraction. Referring to ecofeminist critics including Carolyn Merchant and Karen J. Warren, as well as the works of ecocritical scholars such as Lawrence Buell, the paper examines the way Atwood’s literary gardens reflect on the complex issues of environmentalism, religion, technology and gender politics. Special attention is paid to flower imagery as well as to the animals living in Atwood’s literary gardens and their connection to the female protagonists. Since the paper discusses novels that were published over 20 years apart, it reveals the way Atwood’s perspective on the above-mentioned issues has evolved over time.

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)0.001
metaresearch head score (Gemma)0.003
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 score0.081
Threshold uncertainty score0.161

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0210.014
Scholarly communication0.0080.002
Open science0.0010.003
Research integrity0.0020.003
Insufficient payload (model declined to judge)0.0040.000

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 head0.026
GPT teacher head0.247
Teacher spread0.221 · 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
Published2018
Admission routes1
Has abstractyes

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