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Record W7128308576 · doi:10.25071/2564-4661.71

Harmonious Chaos

2025· article· W7128308576 on OpenAlexaboutno aff
Aude Gazzano

Bibliographic record

VenueContemporary Kanata Interdisciplinary Approaches To Canadian Studies · 2025
Typearticle
Language
FieldSocial Sciences
TopicAfrican Sexualities and LGBTQ+ Issues
Canadian institutionsnot available
Fundersnot available
KeywordsQueerRepresentation (politics)PoetryIdentity (music)SolidarityFrenchSubjectivity

Abstract

fetched live from OpenAlex

Xavier Gould is a trans, non-binary, and multidisciplinary artist from Shédiac, New Brunswick. They work mainly in performance art, such as drag and filmmaking, but also write poetry through which they explore the existence of queer identities in an Acadian cultural setting that is marked by cisheteronormative histories. Through their art, they aim at challenging the “social norms of contemporary Acadian identity to include people from the queer community” (Gould, 2020a). Gould’s trans francophone identity is a strength in their art, and they have made their mark on the Acadian art scene through their unapologetic use of chiac to express their queerness. In this essay, I argue that Gould is world-making through their active engagement with questions of identity, place, and language in their poetry. World-making has been discussed by feminist scholar Sara Ahmed (2017) as the making of a “world out of the shattered pieces even when we shatter the pieces or even when we are the shattered pieces” (p. 261). It is with this understanding of world-making that I tackle the work of Xavier Gould and explore how their “texts are worlds'' (Ahmed, p. 14), but also how they create worlds; they are interested in rewriting relationships to history and land and building solidarity across communities. Acadian voices, as a linguistic minority, have not gotten recognition at the national level. Diverse Acadian representation is important for Canada; since it would legitimize the stories and cultural contributions of people whose voices are rarely heard.

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)0.002
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.879
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0020.001
Bibliometrics0.0020.003
Science and technology studies0.0050.003
Scholarly communication0.0010.001
Open science0.0020.004
Research integrity0.0010.001
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 head0.386
GPT teacher head0.395
Teacher spread0.009 · 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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