Neoliberalism’s Paradoxical Effect and European Doctoral Education Reforms in Post-socialist Europe
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
Building on examples from post-socialist Central Europe, this article addresses changes in European higher education policy and examines the ‘paradoxical effect’ (Foucault 2008) of neoliberal educational reforms on the doctoral level. We consider how economically driven policies oriented at building Europe’s knowledge economy and market effectiveness, created possibilities for subjectification related to the extension of individual freedom – an aspect of neoliberalism that Foucault juxtaposed to other forms of governmentality. Drawing on our positioning as doctoral supervisors in the Polish and Czech academia during the period of intensive institutional restructuring, we illustrate how European higher education reforms opened the doors of doctoral education to practitioners-doctoral researchers who found themselves in the unique position bring critical perspectives to illuminate covert socio-economic and political mechanisms of their practice. We consider the potential of critical doctoral pedagogy, to create the conditions of possibility for the construction of subjectivity and emergence of new knowledges at the intersection of practical, academic and personal life trajectories under the conditions of neoliberal domination.
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 | 0.002 | 0.014 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| 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