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Record W2419159972

DISPOSABLE FUTURES: NEOLIBERALISM'S ASSAULT ON HIGHER EDUCATION

2016· article· es· W2419159972 on OpenAlex

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.

Bibliographic record

VenueDialnet (Universidad de la Rioja) · 2016
Typearticle
Languagees
FieldSocial Sciences
TopicUniversity Challenges and Reforms
Canadian institutionsMcMaster University
Fundersnot available
KeywordsNeoliberalism (international relations)DemocracySociologyCrueltyRacismPoliticsCivil societyCapitalismDemocratic educationPolitical sciencePolitical economyLawCriminologyGender studies
DOInot available

Abstract

fetched live from OpenAlex

As higher education’s role as a center of critical thought and civic engagement is devalued, society is being transformed into a “spectacular space of consumption” and financial looting. Not only does the assault on society by neoliberalism reinforce the worse dimensions of casino capitalism in its role of recognizing exchange value as the only type of value, but it has also produced a politics of cruelty and disposability in which the poisonous elements of exclusion, racism, and the injuries of class have become normalized. One consequence is an ongoing flight from social responsibilities, a denigration of those considered other, and a fullfledged attack on the critical function of higher education. At stake here are not only the meaning and purpose of higher education, but also civil society, politics, and the fate of democracy itself. This article examines those forces all across North America that are both protesting state terrorism and neoliberal barbarism but also those forces of resistance marching in order to have their voices heard as part of the promise of a radical democracy along with the arrangements that give it and them a meaningful and just life. Education is dangerous because it offers young people and other actors the promise of racial and economic justice, a future in which democracy becomes inclusive, and a dream in which all lives matter. Universities should be subversive in a healthy society; they should push against the grain, and give voice to the voiceless, the unmentionable, and the whispers of truth that haunt the apostles of unchecked power and wealth.

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 categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.890
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 studies0.0010.001
Scholarly communication0.0000.001
Open science0.0010.000
Research integrity0.0010.000
Insufficient payload (model declined to judge)0.0020.001

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 head0.011
GPT teacher head0.274
Teacher spread0.262 · 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