The Changing Politics and Policy of Austerity
Bibliographic record
Abstract
This collection of original essays explores the myriad expressions of austerity since the 2008 financial crisis. Case studies drawn from Canada, Australia and the European Union provide extensive comparative analysis of austerity --fiscal consolidation and structural reforms to labour and the public sector. Contributions examine such themes as privatisation, class mobilization and resistance, the crisis of liberal democracy and the rise of the far right. The potential impact of the COVID-19 pandemic in shaping future austerity and alternatives is signalled. The controversies around the pandemic’s merciless revelation of the status of public health infrastructures after decades of austerity capitalism and the sudden visibility of the fragility of globalized neoliberal capitalism at large at the same time help to anticipate alternative scenarios: a) another return to the status quo ante crisis, b) selective escape from the prerogatives of austerity capitalism mainly in the areas of immediate concern for public health and c) more comprehensive departures from what then could finally be understood as late austerity capitalism and post-neoliberalism. What is needed is a transition to a mode of economic governance that not only opens up scope to overcome austerity and structural reform policies, but which also offers a functional framework for the indispensable social-ecological transformation of the economy. Such an objective calls for democratic economic governance to overcome the austerity regime and combine environmental and social policy objectives. Given the rapidly shifting terrain, this comprehensive handbook provides important insights into a complex and fast changing period of politics and policy.
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) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| 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".