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Record W1936966095 · doi:10.2304/pfie.2011.9.2.163

The Disappearing Intellectual in the Age of Economic Darwinism

2011· article· en· W1936966095 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

VenuePolicy Futures in Education · 2011
Typearticle
Languageen
FieldSocial Sciences
TopicCritical Theory and Philosophy
Canadian institutionsMcMaster University
Fundersnot available
KeywordsLibertarianismPoliticsSociologyIndividualismPolitical economyIdeologyCapitalismCommodificationDemocracyPolitical scienceLawEconomicsEconomy

Abstract

fetched live from OpenAlex

Anti-intellectualism and political illiteracy are sweeping across the American media and cultural landscape, giving rise to discourses that are unabashedly nativist, racist, and reactionary. Populist sentiments drive the rabid individualism and anti-government rhetoric of right-wing groups such as the Tea Party movement. Underlying these sentiments is not simply religious or libertarian ideology, but an insidious neoliberal, pro-corporate agenda that supports deregulated capitalism and the demise of the social state. As anti-intellectualism spreads in the media and political spheres, Americans increasingly accept as a principle of governance the reality of living in a Darwinist, survival-of-the-fittest world. If democracy is going to have a future in the United States, critical education and universities as democratic public spheres need to be defended and expanded in order to resist a growing wave of anti-intellectualism that heralds the disappearance of the critical intellectual, the depoliticization and reduction of civic responsibility to banal acts of production and consumption, and the rise of the punishing state and a culture of cruelty that abandon racial minorities, the unemployed, sick, elderly and poor to lives of violence, hardship, despair, and insecurity.

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)0.001
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation 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: Empirical
Teacher disagreement score0.490
Threshold uncertainty score0.998

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
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 head0.064
GPT teacher head0.397
Teacher spread0.333 · 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