The Swindle of Democracy in the Neoliberal University and the Responsibility of Intellectuals
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.
Bibliographic record
Abstract
Abstract This article argues that democracy is on life support in the United States. Throughout the social order, the forces of predatory capitalism are on the march—dismantling the welfare state, corrupting politics with outside money, defunding higher education, expanding the corporate-surveillance-military state, widening inequalities in wealth and income, and waging a war on low income and poor minorities. As market mentalities and moralities tighten their grip on all aspects of society, democratic institutions and public spheres are being downsized, if not altogether disappearing. As these institutions vanish—from higher education to health care centers—there is also a serious erosion of the discourses of community, justice, equality, public values, and the common good. This article argues that given this current crisis, educators, artists, intellectuals, youth, and workers need a new political and pedagogical language centered around the notion of radical democracy in order to address the changing contexts and issues facing a world in which capital draws upon an unprecedented convergence of resources—financial, cultural, political, economic, scientific, military, and technological—to exercise powerful and diverse forms of control.
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 imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.008 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.002 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it