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Record W4405592332 · doi:10.1177/00187267241303268

The political economy of accountability: Philanthropy’s ‘double dispossession’ of racial justice organizations under racial capitalism

2024· article· en· W4405592332 on OpenAlex
Adam Saifer, Patrizia Zanoni

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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueHuman Relations · 2024
Typearticle
Languageen
FieldSocial Sciences
TopicEnvironmental Justice and Health Disparities
Canadian institutionsUniversity of British Columbia, Okanagan CampusUniversity of British Columbia
Fundersnot available
KeywordsCapitalismAccountabilityPoliticsEconomic JusticePolitical economyPolitical scienceSociologyLaw

Abstract

fetched live from OpenAlex

Prompted by the Black Lives Matter movement, and COVID-19’s deepening of inequalities, philanthropic foundations are increasingly claiming racial justice as a core part of their mission and strategy. This study uses a racial capitalism lens to examine racial justice organizations’ (RJOs) accountability relations towards the philanthropies that fund them. Drawing on interviews with leaders of Canadian RJOs, we unveil how the racial partitioning of leaders, fantasy and partners in these relations materially and symbolically dispossesses RJOs and the communities they represent. Our study complements the extant literature, which focuses on the depoliticization and co-optation effects of RJO–philanthropy accountability relations. Instead, we show how these accountability relations enforce ‘double dispossession’, thereby reproducing the racial capitalist political economy on which philanthropy is predicated. Our analysis indicates that philanthropy for racial justice, as it is currently practised, is impossible. We further identify the conditions under which it could become feasible.

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)0.000
metaresearch head score (Gemma)0.000
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: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.482
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0020.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
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 head0.034
GPT teacher head0.382
Teacher spread0.348 · 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