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Record W4392723994 · doi:10.1080/08841233.2024.2316350

Anti-Racist Social Work Education: “Ready or Not, Here I Come, You Can’t Hide...”

2024· article· en· W4392723994 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueJournal of Teaching in Social Work · 2024
Typearticle
Languageen
FieldSocial Sciences
TopicSocial Work Education and Practice
Canadian institutionsnot available
Fundersnot available
KeywordsSocial workSociologyWork (physics)Public relationsPedagogyPolitical scienceEngineeringLaw

Abstract

fetched live from OpenAlex

The 2022 Educational Policy and Accreditation Standards (EPAS) from the Council on Social Work Education (CSWE) definitively identifies anti-racism as a necessary component of social work education. This change supports an effort to ensure that coming generations of social workers are more than culturally competent, but rather actively anti-racist in their practice across the micro, mezzo, and macro spectrum. While some social work programs have already embraced anti-racist education, many still have significant work to do. The fact remains that every accredited school will be required to make this shift to stay in compliance with CSWE accreditation once the newly ratified EPAS comes into effect. Although changes are expected of social work schools/programs, guidance on how to make such changes has been scarce. This paper provides an overview of what is meant by anti-racist social work education and why it is important, inclusive of emphasizing the difference between rhetoric and praxis. Based on a narrative review of the literature related to social work schools/programs in the U.S. and Canada that began incorporating anti-racism prior to EPAS 2022, suggestions for encouraging strategies within both the implicit and explicit curricula that align with anti-racist social work education are offered.

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.

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)0.005
metaresearch head score (Gemma)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies, 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: none
Teacher disagreement score0.656
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0050.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.004
Science and technology studies0.0050.000
Scholarly communication0.0010.001
Open science0.0010.000
Research integrity0.0000.002
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 head0.059
GPT teacher head0.417
Teacher spread0.357 · 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