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Record W2010036488 · doi:10.1353/esc.2012.0008

The Corporate University in Canada and the U.S.: History, Manifestations, and Oppositional Strategies

2012· article· en· W2010036488 on OpenAlex
Marjorie Stone

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
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".

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.

venuePublished in a venue whose home country is Canada.
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

VenueEnglish studies in Canada · 2012
Typearticle
Languageen
FieldSocial Sciences
TopicHigher Education Governance and Development
Canadian institutionsnot available
Fundersnot available
KeywordsChapelGovernment (linguistics)ShareholderState (computer science)SociologyManagementLibrary sciencePolitical scienceMedia studiesPublic administrationCorporate governanceHistoryArt historyEconomics

Abstract

fetched live from OpenAlex

The Corporate University in Canada and the U.S.:History, Manifestations, and Oppositional Strategies Marjorie Stone (bio) During a recent half-sabbatical, I held a fellowship at the National Humanities Centre in North Carolina. The NHC—in the Research Triangle Park between University of North Carolina at Chapel Hill, Duke University in Durham, and North Carolina State University in Raleigh—is a humanities outpost in a beautiful pine forest within a research and development hub that stretches for miles. Across the road from its entrance is the controlled access gateway to one of GlaxoSmithKline's two enormous pharmaceutical research facilities in the Park. Many other r&d enterprises in biotech, high tech, and other industries fill the RTP, mostly hidden by the trees, many invisible at the end of long restricted-access drives. This is the face of knowledge production in the twenty-first century, one might say: concealed in its locations as well as in the dissemination of the research it carries out; accountable to CEOs and shareholders, not to the public; invisibly intermeshed with university applied research facilities, tech transfer offices, and university educational facilities that "socialize" the costs not only of considerable research but also of worker training to "subsidize private profits," as David Shultz notes (np).1 The NHC was established in [End Page 71] 1978, and it provides a stimulating environment for humanistic research, with highly functional and efficient administrative and library infrastructure supporting the work of its annual group of fellows. Despite massive cuts in government support for the humanities in the U.S., the centre has managed to survive for over thirty years, supported by the active and agile fundraising of its director, advisory board, development office staff, and benefactors. The fundraisers have increasingly turned to private foundations and philanthropists, reflecting the shift in fundraising sources and patterns treated in a Globe and Mail series beginning 29 October 2011 with "Save the world inc." (Saunders). The NHC's physical infrastructure is aging, and one can only hope that it will still be providing an infrastructure for humanities scholars thirty years from now. The current NHC Director, Geoffrey Galt Harpham, is a vigorous advocate for the humanities, evident in his most recent book, The Humanities and the Dream of America, and a companion article ("From Eternity to Here") in a 2011 special issue of Representations on the corporate university.2 In these twinned publications, Harpham traces the American history of the humanities within a changing political, cultural, and financial environment much as Daniel Coleman and Smaro Kamboureli track the history of the humanities since the Massey report (1949-51) along with the rise of "research capitalism" in Canada in the introduction to their collection Retooling the Humanities: The Culture of Research in Canadian Universities (1-39). The parallels between the studies are striking, despite certain key differences between the Canadian and American trajectories: most notably the American triumphalism of the vision of achieving a "stronger, freer social order" through investing in universities in the 1947 Truman Report, Higher Education and American Democracy ("From Eternity" 45), and the more embattled nationalist emphasis on developing an "autonomous culture" in response to the "'American invasion'" in the Massey report (1949-51) (Coleman and Kamboureli 14). The similarities are not surprising, given long-established cross-border business and capital networks now becoming more deeply integrated through the negotiations for a common North American security perimeter. Coleman and Kamboureli point out that the launch, in 1983, of the Canadian Corporate Higher Education Forum (C-CHEF) at Concordia University created an [End Page 72] entity identified as a "'sister organization of the Business-Higher Education Forum in the USA.'" C-CHEF was established to put "'major Canadian public and private corporations in contact with the presidents, principals, and rectors of Canadian universities'" and to promote "'mutual understanding'" between university and industry: a goal it thought might be better achieved "by working in camera" (21). Like Harpham, Coleman and Kamboureli emphasize that there was "no 'golden age' when the university purveyed neutral and universally beneficial knowledge" (17). Nevertheless, their parallel studies analyze "critical moments" (Coleman and Kamboureli's terms) in the movement away from emphasis in the Massey and Truman...

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.250
Threshold uncertainty score0.999

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 studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.030
GPT teacher head0.249
Teacher spread0.218 · 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