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Record W4387805274 · doi:10.3138/topia-2023-0023

Canadian Higher Education’s Role in Shaping Global Cities as Sites of Racial Imperialist Capitalist Struggle

2023· article· en· W4387805274 on OpenAlexaffvenueabout
Jamie Magnusson

Bibliographic record

VenueTOPIA Canadian Journal of Cultural Studies · 2023
Typearticle
Languageen
FieldSocial Sciences
TopicElite Sociology and Global Capitalism
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsGrassrootsCapitalismGlobal cityCapital (architecture)Political sciencePrideSociologyPolitical economyEconomic growthLawEconomicsGeographyPolitics

Abstract

fetched live from OpenAlex

This article maps out the role of Canadian Higher Education (CHE) in producing global cities as sites of struggle for racial imperialist capital. There are two main parts to the argument. One is that production of global cities has become essential to organizing global racial capital. The other is that within Canada, higher education, consisting of systems of universities and community colleges, is essential to producing global cities for monopoly finance capital (that is, global racial capital in its current form). In developing the analysis, the author pays particular attention to Toronto for several reasons: The author lives in Toronto; is faculty member of the University of Toronto where they have taught and studied postsecondary systems; has been active in Toronto grassroots struggles challenging militarized policing, particularly through participating in the No Pride in Policing Coalition working group; and, finally, Toronto is a designated “Global City” and is a key Canadian site of urban “innovation” for imperialist capital. That is, Toronto belongs to a network of “global cities,” each of which contains infrastructure necessary to coordinate the flow of global racial capital. Global cities are therefore “assets” that must be securitized, as evidenced by the intensification of militarized policing and surveillance. The article explains how Canadian higher education, through its systems of universities and colleges, has been shaped to produce “imperialized cities” for global racial capitalism. The author then outlines the abolition work that has been a source of inspiration for “Another University Now!”

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)0.002
metaresearch head score (Gemma)0.004
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: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.847
Threshold uncertainty score0.982

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.004
Science and technology studies0.0320.021
Scholarly communication0.0130.002
Open science0.0010.006
Research integrity0.0020.003
Insufficient payload (model declined to judge)0.0100.000

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 head0.049
GPT teacher head0.360
Teacher spread0.311 · 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
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

Citations0
Published2023
Admission routes3
Has abstractyes

Explore more

Same venueTOPIA Canadian Journal of Cultural StudiesSame topicElite Sociology and Global CapitalismFrench-language works237,207