Functionalism and Political Economy in the Comparative Study of Consumer Insolvency: An Unfinished Story from England and Wales
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
This Article is made up of two parts. The first part reflects on the dominant functionalist approach to comparative consumer bankruptcy and suggests that this might be supplemented by a political economy analysis that addresses the role of national and international interest groups, including professionals, and ideology in understanding different national responses to overindebtedness in North America and Europe. The second part examines current reforms to consumer bankruptcy and responses to overindebtedness in the UK through this political economy lens and concludes that competition among professional groups, the role and interests of the Insolvency Service, and the ideology of the Third Way in consumer policy will influence the ultimate structure adopted for addressing consumer insolvency. A study of the English experience suggests that there is also an element of national path dependency to consumer insolvency reform that may resist pressures towards convergence of approaches between countries in addressing issues of consumer insolvency.
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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 | 0.001 | 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 | 0.028 |
| 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