Neoliberalism as entrepreneurial governmentally: contradictions and dissonance within contemporary English housing associations
Bibliographic record
Abstract
This paper has two aims: to provide a critical commentary on the value of neoliberalism in explaining contemporary housing policy and to critically examine recent practices that have been shaped by ideas most commonly associated with neoliberalism. It begins by distinguishing different interpretative variants of neoliberalism and some of the criticisms regarding its explanatory capability. Taking the example of housing associations in England, the paper makes use of Dardot and Laval’s notion of ‘entrepreneurial governmentality’ to interpret how contemporary welfare professionals attempt to reconcile the competing tensions of individualism and egalitarianism in practice. Amongst the arguments put forward is that the extension of commercialism, commodification and competition have generated new fissures and dissonance within the sector. The conclusion suggests that contemporary variants of neoliberalism are best understood as a rationality that establishes entrepreneurial governmentality across sectors of government, the economy and social life.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.010 | 0.008 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.014 | 0.060 |
| Scholarly communication | 0.010 | 0.008 |
| Open science | 0.001 | 0.007 |
| Research integrity | 0.003 | 0.004 |
| Insufficient payload (model declined to judge) | 0.002 | 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 source (direct Gemma or distilled Codex), 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".