Convergence in Industrial Relations Institutions: The Emerging Anglo-American Model?
Bibliographic record
Abstract
At the outset of the Thatcher/Reagan era, the employment and labor law systems across six Anglo-American countries could be divided into three pairings: the Wagner Act model of the United States and Canada; the Voluntarist system of collective bargaining and strong unions in the United Kingdom and Ireland; and the highly centralized, legalistic Award systems of Australia and New Zealand. The authors argue that there has been growing convergence in two major areas: First, of labor law toward a private ordering of employment relations in which terms and conditions of work and employment are primarily determined at the level of the enterprise; and second, of individual employment rights, toward a basket of minimum standards that can then be improved upon by the parties. The greatest similarity is found in Canada, the United Kingdom, New Zealand, and Australia. Ireland retains a greater degree of public ordering, while the United States diverges in favoring the interests of employers over those of employees and organized labor. The authors explore reasons for the convergence.
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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 | 0.006 | 0.006 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.004 | 0.004 |
| Science and technology studies | 0.002 | 0.009 |
| Scholarly communication | 0.008 | 0.007 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.004 | 0.001 |
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".