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Record W4389347727 · doi:10.17645/si.v11i4.7798

Disabled People and the Intersectional Nature of Social Inclusion

2023· article· en· W4389347727 on OpenAlexaff
Alexis Buettgen, Susan Eriksson

Bibliographic record

VenueSocial Inclusion · 2023
Typearticle
Languageen
FieldSocial Sciences
TopicDisability Rights and Representation
Canadian institutionsMcMaster University
Fundersnot available
KeywordsOppressionSociologyInclusion (mineral)IntersectionalityStatus quoGender studiesPrivilege (computing)PoliticsIdeologyEnvironmental ethicsPolitical scienceLaw

Abstract

fetched live from OpenAlex

This editorial introduces a thematic issue of Social Inclusion focusing on disabled people and the intersectional nature of social inclusion. This thematic issue includes transnational and transdisciplinary studies and expressions of lived experiences facing disabled people, their families, and allies across the globe from a social, human rights, and/or disability justice perspective. The articles comprising this issue include an explicit recognition and discussion of intertwined and socially constructed identities, labels, power, and privilege as explicated by pioneering Black feminists who introduced the concept of intersectionality. Taken together, the articles within this issue identify and articulate the powerful ideological forces and subsequent policies and practices working against transformational action. As such, we are not calling for the inclusion of disabled people into society as it is today—wrought with social, economic, and environmental crises. Rather, we seek a transformation of the status quo whereby disabled people are respected as an inherent part of human diversity with gifts and worthiness untangled from a capitalist and colonial system of exploitation, extraction, and oppression. This means that achieving social justice and inclusion requires radically reordering our economic and political systems. This thematic issue illuminates the impacts and root causes of exclusion to foment critical thinking about the possibilities for social inclusion from the perspective of those who are marginalized by the status quo.

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)0.006
metaresearch head score (Gemma)0.009
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: none
Teacher disagreement score0.015
Threshold uncertainty score0.030

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0060.009
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0030.002
Science and technology studies0.0100.029
Scholarly communication0.0150.011
Open science0.0010.013
Research integrity0.0040.006
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 head0.013
GPT teacher head0.342
Teacher spread0.329 · 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

Citations3
Published2023
Admission routes1
Has abstractyes

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