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Record W1984805744 · doi:10.7202/050283ar

The Flexibility Debate in Western Europe: The Current Drive to Restore Managements' Rights Over Personnel and Wages

2005· article· en· W1984805744 on OpenAlexvenueno aff
Solomon Barkin

Bibliographic record

VenueRelations industrielles · 2005
Typearticle
Languageen
FieldSocial Sciences
TopicLabor Movements and Unions
Canadian institutionsnot available
Fundersnot available
KeywordsFlexibility (engineering)Work (physics)Control (management)Job securityBusinessSecurity policyWageLabour economicsPublic administrationEconomicsPolitical scienceManagementEngineeringComputer security

Abstract

fetched live from OpenAlex

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.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.709
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0020.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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.

Opus teacher head0.030
GPT teacher head0.311
Teacher spread0.281 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

Study designNot applicable
Domainnot available
GenreEmpirical

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".

Quick stats

Citations8
Published2005
Admission routes1
Has abstractyes

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