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Record W4414909869 · doi:10.32920/eb.v2i1.2056

The Inclusion Of Matter

2025· article· en· W4414909869 on OpenAlexaff
Kathryn Last

Bibliographic record

VenueExcessive Bodies A Journal of Artistic and Critical Fat Praxis and World Making · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicPosthumanist Ethics and Activism
Canadian institutionsTrent University
Fundersnot available
KeywordsCognitive reframingMateriality (auditing)ConversationViewpointsMaterialismNarrativeInclusion (mineral)Discursive psychologyInclusion–exclusion principle

Abstract

fetched live from OpenAlex

This paper proposes new materialist theory as a framework for emancipating fat, queer, and traumatized bodies from oppressive significations embedded in written discourse and social narratives that often legitimize and perpetuate systemic inequalities, contributing to sustained marginalization and othering. Through a critical examination of dominant epistemologies, I argue that binary constructions generate conceptual divides such as fat/thin, white/other, gay/straight, male/female, human/non-human and so on that systematically marginalize and exclude bodies that fall outside of these boundaries. To address these exclusions, I propose a twofold approach to inclusion: first, by dismantling hierarchical conceptualizations of matter, and second, by critically rethinking matter, difference, and positionality. Drawing on the work of key theorists, including Karen Barad, Donna Haraway, Alison Kafer, Ramanpreet Annie Bahra, and Sarah Ahmed, among others, this paper blends perspectives from fat, queer, and disability studies to confront oppressive and harmful viewpoints of corporeality. By reframing how we engage with materiality and bodily difference, we can foster more equitable representations and dismantle harmful discursive structures that perpetuate exclusion to reach a more holistic, inclusive viewpoint. Throughout the paper, I will include my own new materialist-inspired paintings that I consider to be in conversation with the text. I encourage you, the reader, to engage with both text and image as you go along.

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)0.004
metaresearch head score (Gemma)0.005
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.011
Threshold uncertainty score0.029

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0040.005
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.001
Science and technology studies0.0070.059
Scholarly communication0.0110.016
Open science0.0010.010
Research integrity0.0020.003
Insufficient payload (model declined to judge)0.0080.001

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 head0.016
GPT teacher head0.357
Teacher spread0.341 · 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 designTheoretical or conceptual
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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