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Record W4414067073 · doi:10.1017/aee.2025.10068

How Did We Get Here? Truth-Listening to Climate Crisis Through Reading Literary Works by Australian First Nations Writers

2025· article· en· W4414067073 on OpenAlexaboutno aff
Joanne O’Mara, Glenn Auld

Bibliographic record

VenueAustralian Journal of Environmental Education · 2025
Typearticle
Languageen
FieldArts and Humanities
TopicEcocriticism and Environmental Literature
Canadian institutionsnot available
Fundersnot available
KeywordsDialogicContext (archaeology)Reading (process)ColonialismProject commissioningPsychological resiliencePublishingLiterary criticism

Abstract

fetched live from OpenAlex

Abstract In this paper we theorise climate fiction in the context of Dirrayawadha: Rise Up , by Anita Heiss (2024). Dirrayawadha: Rise Up is a literary novel that narratises historical truths in a dialogic encounter. Through an exploration of love, resilience and resistance, the novel recounts early moments of invasion while simultaneously revealing the links between colonial violence and environmental crisis. We examine four excerpts from the novel to illustrate how the narratisation of historical truths and usage of literary devices and language works. We also show how the translanguaging in the novel, where some sections shift between English and Wiradyuri, enable the text to transcend some of the limitations of English. The novel reveals how the genesis of environmental crisis in so-called Australia begins in the first moments of invasion. Heiss (2022) argues the need for settlers to read more First Nations writing as a form of truth-listening (Kwaymullina, 2020).

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), 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: Empirical · Consensus signal: Empirical
Teacher disagreement score0.162
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0010.002
Open science0.0000.000
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 head0.013
GPT teacher head0.245
Teacher spread0.232 · 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
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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