The Flexibility Debate in Western Europe: The Current Drive to Restore Managements' Rights Over Personnel and Wages
Bibliographic record
Abstract
Managements' drive for the removal of contractual and govemmental restraints on their control of the work force is rationalized in Western Europe as necessary to achieve greater internal and external competitiveness. In support of this view the OECD substituted the advocacy of a flexible manpower policy (including wage policy) under the euphorie title of 'positive adjustment policy' for the prior program of an active manpower policy promoted during the sixties and early seventies. The soundness of the arguments for this change in policy has been questioned by internal research findings as well as reports by consultants and special expert groups appointed by the organization. These studies call for a package of policies and measures negotiated between management and unions to realize the ultimate ends of manpower mobility and job security. The free labor market cannot by itself serve as the mechanism for realizing these goals. Employment security and not segmentation of the work force should be the objective of joint policy making.
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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 | 0.005 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.003 |
| Science and technology studies | 0.004 | 0.015 |
| Scholarly communication | 0.010 | 0.005 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.005 | 0.002 |
| Insufficient payload (model declined to judge) | 0.004 | 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".