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Record W2883755193 · doi:10.1177/0886109918786141

Feeding the Scyborgs in Social Work

2018· article· en· W2883755193 on OpenAlexaff
Stéphanie Wahab, Rupaleem Bhyuan, Yoosun Park

Bibliographic record

VenueAffilia · 2018
Typearticle
Languageen
FieldSocial Sciences
TopicSocial Work Education and Practice
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsSocial workWork (physics)SociologyPsychologyPolitical scienceEngineering

Abstract

fetched live from OpenAlex

Social work has experienced long-standing tensions between care and control since its inception. As shifting moral, social, political, intellectual, and market forces have historically shaped social work agendas and practices, so have feminists through politics, research, teaching, and praxis. While radical and critical social work has frequently pushed back against oppressive systems and movements, social work and feminist social work frequently find itself colluding with and/or being coopted by institutions and systems that oppress, coerce, and control certain people and communities. We need not look far for evidence of these tensions, including but not limited to social work practice and interventions steeped in carceral logics and rescue-based work poignantly evidenced by the now defunct Project Rose (Wahab & Panichelli, 2013). Gramsci (1992), pessimism of the mind, optimism of the will, captures the spirit from which we write this editorial, and we turn to paperson’s (2017) A Third University Is Possible for inspiration and critical hope, as we contemplate the tensions above and the emotions they engender. The bits of machinery that make up a decolonizing university are driven by decolonial desires, with decolonizing dreamers who are subversively part of the machinery and part of machine themselves. These subversive beings wreck, scavenge, retool, and reassemble the colonizing university into decolonizing contraptions. They are scyborgs with a decolonizng desire. You might choose to be one of them. (p. xiii) Rather than wonder about dismantling existing institutions in order to build new ones, paperson inspires us to ask, how might social workers and social work scholars repurpose social work institutions and technologies for more emancipatory and decolonizing agendas? How might we embrace and join the scyborg “the decolonizing ghost in the colonizing machine” (p. xxiv) to decolonize social work?

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)0.001
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies, Insufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.767
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0020.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0030.001

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 head0.055
GPT teacher head0.397
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; both teacher heads agree on what is shown here.

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
Published2018
Admission routes1
Has abstractyes

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