A Pragmatic Utopia? Utopianisms and Anti-utopianisms in the Critique of Educational Discourse
Bibliographic record
Abstract
This paper seeks to address what I claim are competing utopian and anti-utopian impulses within educational discourse aimed at formulating a just and fair conception of public education. On the one hand, there is a tendency to prescribe concrete utopias – normative blueprints that claim to portent how a redeemed public education will (and ought to) be. On the other hand, there is the tendency to prescribe material revolutions – strategic blueprints that dictate the kinds of political action that educators must undertake in order to bring about lasting social change. I argue that both of these approaches to formulating a just conception of public education are flawed for pragmatic as well as normative reasons. As a way of avoiding the pitfalls inherent to utopianism and anti-utopianism, I suggest that those of us interested in a just conception of education maintain our focus on a kind of pragmatic utopianism. While pragmatic utopianism requires that we abandon the notion that we can ever know what a redeemed public education will look like in its particulars, it does set out standards of deliberation that can increase the likelihood that we will be able to address issues of educational justice as they arise.
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 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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
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".