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Record W3201236580 · doi:10.22230/cjc.2021v46n3a4155

“Multicultural Snake Oil” and Black Cultural Criticism

2021· article· en· W3201236580 on OpenAlexaffvenueabout
Daniel McNeil, Chris Russill

Bibliographic record

VenueCanadian Journal of Communication · 2021
Typearticle
Languageen
FieldArts and Humanities
TopicPostcolonial and Cultural Literary Studies
Canadian institutionsCarleton UniversityQueen's University
Fundersnot available
KeywordsCriticismMulticulturalismSociologyPolitical scienceGender studiesLawPedagogy

Abstract

fetched live from OpenAlex

This article presents a wide-ranging and reflective dialogue between Daniel McNeil and Chris Russill on the ideological, institutional, and cultural dimensions of multiculturalism in Canada, particularly as they intersect with Black cultural criticism. McNeil critiques the banal and bureaucratic deployment of multiculturalism as a state strategy and media discourse, characterising it as “multicultural snake oil”—a symbolic and ideological product that masks systemic inequalities while promoting a sanitised image of diversity. Drawing on personal experiences, archival research, and cultural theory, McNeil explores how multiculturalism functions as both a mythology and a mechanism of governance that often marginalises radical Black thought and expressive cultures. The conversation examines the work of figures such as Rosemary Brown and Frances Henry, contrasting their institutional engagements with the more subversive, ironic, and aesthetic approaches of Black Atlantic intellectuals like Paul Gilroy and Armond White. Through this lens, the article interrogates the limits of recognition-based politics, the commodification of diversity, and the challenges of sustaining critical, decolonial, and liberatory practices within academic and cultural institutions. Ultimately, it calls for a more nuanced, historically grounded, and politically engaged form of Black cultural criticism that resists co-optation and reclaims the radical potential of multicultural discourse.

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)0.008
metaresearch head score (Gemma)0.012
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.297
Threshold uncertainty score0.590

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0080.012
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.002
Science and technology studies0.0410.084
Scholarly communication0.0150.006
Open science0.0020.009
Research integrity0.0050.006
Insufficient payload (model declined to judge)0.0030.000

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 head0.239
Teacher spread0.205 · 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 designTheoretical or conceptual
Domainnot available
GenreOther

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

Citations4
Published2021
Admission routes3
Has abstractyes

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Same venueCanadian Journal of CommunicationSame topicPostcolonial and Cultural Literary StudiesFrench-language works237,207