MétaCan
Menu
Back to cohort
Record W1898793626 · doi:10.2304/pfie.2005.3.4.314

From the ‘Culture Wars’ to the Conservative Campaign for Campus Diversity: Or, How Inclusion Became the New Exclusion

2005· article· en· W1898793626 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 · 2005
Typearticle
Languageen
FieldSocial Sciences
TopicAcademic Freedom and Politics
Canadian institutionsMcMaster University
FundersUniversity of Colorado Boulder
KeywordsCorporatizationSociologySilenceDiversity (politics)AppropriationCivil rightsLawMulticulturalismPoliticsInclusion (mineral)RacismPolitical scienceCriminologyGender studiesAestheticsEpistemology

Abstract

fetched live from OpenAlex

This article explores the new conservative assault on the university and the relative silence on the part of progressives in response to this challenge. In part, this apparent retreat is a consequence of the vulnerabilities and anxieties of workers in the academy that result from the ongoing corporatization of the university as well as the pervasive culture of fear that permeates the USA in the wake of 9/11, which tends to punish critique as anti-American. As important as such factors are, the current analysis focuses more inwardly on processes of internalization and normalization of the tenets of professionalism and (neo)liberalism in the post-civil rights American academy. Upon careful reexamination of the ‘culture wars’ of the 1980s and 1990s, it locates part of an explanation for such confounding quiet in the ideals that marked the university's ‘multicultural turn.’ The often limp endorsement and bland acceptance of principles such as ‘nondiscrimination,’ ‘diversity,’ and ‘openness’ in the abstract enabled the Right's ruthless appropriation of the vision and language of civil rights, turning fact and history on their heads.

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)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.830
Threshold uncertainty score0.997

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0040.000
Scholarly communication0.0000.000
Open science0.0010.001
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 head0.360
Teacher spread0.329 · 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