Britain and Brexit: A forecast of the future of employment protection during corporate insolvency
Bibliographic record
Abstract
Abstract Brexit has produced a lot of uncertainties in the UK, not the least of which are the future of protections that have been derived from EU social policy Directives. Arguably, the UK's membership in the EU has pushed it further into a socially liberal and protective framework that it might not have adopted had it remained outside of the EU's sphere of influence. The question now is what direction the UK will take with regard to both the rescue culture and the social protections, both of which have been highly influenced by EU law and policy. The UK has ever been the “odd man out” in the EU, springing as it does from a significantly different legal origin than the Franco/German model at the heart of the EU. Examining the developmental path of other common law jurisdictions (America, Canada, and Australia) whose legal systems are derived from the British may be instructive in relation to the direction the UK might have taken had it not joined the EU, with a particular focus on the employment protections derived from the EU which are often applicable during insolvency and rescue procedures. An analysis of this counterfactual position may then also provide a clue or forecast as to the direction that the UK may take following Brexit.
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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 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| 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 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".