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Record W4405046203 · doi:10.1177/27526461241307326

From capacitalism to disability justice in academia: A philosophical manifesto

2024· article· en· W4405046203 on OpenAlexaff
Agnès Berthelot-Raffard

Bibliographic record

VenueEquity in Education & Society · 2024
Typearticle
Languageen
FieldSocial Sciences
TopicAfrican cultural and philosophical studies
Canadian institutionsYork University
Fundersnot available
KeywordsAbleismManifestoSociologyCapitalismEconomic JusticePower (physics)Equity (law)Inclusion (mineral)Disability studiesGender studiesDiversity (politics)EpistemologyLawPolitical sciencePoliticsPhilosophyAnthropology

Abstract

fetched live from OpenAlex

North American universities try to promote equity, diversity, inclusion, and decolonization (EDID). However, accessibility for people with disabilities is often overlooked. Questioning the roots of academic ableism and proposing new concepts, this article, a decolonial and anti-capitalist manifesto, serves to reconceptualize knowledge and question what the author calls the “intellectual contract” on which universities are built. In this philosophical manifesto, the author posits that the obstacles encountered by disabled university students are rooted in a narrow conception of knowledge, which stems from the coloniality of power and an innovative concept: “racial ableism,” a term that emphasizes the interconnectedness of capitalism, colonialism, race, and ableism.

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)0.019
metaresearch head score (Gemma)0.012
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Commentary · Consensus signal: Commentary
Teacher disagreement score0.978
Threshold uncertainty score0.103

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0190.012
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.002
Science and technology studies0.0220.102
Scholarly communication0.0160.014
Open science0.0010.012
Research integrity0.0070.010
Insufficient payload (model declined to judge)0.0020.000

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 head0.094
GPT teacher head0.440
Teacher spread0.345 · 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.

Study designTheoretical or conceptual
Domainnot available
GenreCommentary

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

Citations3
Published2024
Admission routes1
Has abstractyes

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