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Record W2150052871 · doi:10.1177/0959680107086111

The European Company Statute: Implications for Industrial Relations in the European Union

2008· article· en· W2150052871 on OpenAlexfundno aff
Michael Gold, Sandra Schwimbersky

Bibliographic record

VenueEuropean Journal of Industrial Relations · 2008
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicCorporate Governance and Law
Canadian institutionsnot available
FundersCanadian Immunization Research Network
KeywordsStatuteEuropean unionLegislationPosition (finance)Regulatory competitionVariety (cybernetics)Principal (computer security)Corporate governanceBusinessCompetition (biology)Industrial relationsAccountingMember statesCorporate lawPolitical scienceInternational tradeLawFinance

Abstract

fetched live from OpenAlex

■ This article explores the origins and development of the European Company Statute, with particular reference to its provisions for employee involvement, both through a `representative body' and through board-level participation. European companies can be seen as `hybrid' organizations in which common European-level elements are combined with supplementary features deriving from the legislation of the country in which they are registered. The article outlines the types of company that have opted so far to become European companies and analyses a variety of the issues raised, including the range of options that now confront management in setting up such a company, the position of the unions and the `Europeanization' of company boards. The principal conclusions are that the Statute represents a further step in the development of `multi-level governance' of the EU, and that it will increase regulatory competition among the member states.

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 machine prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.021
metaresearch head score (Gemma)0.024
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.025
Threshold uncertainty score0.109

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0210.024
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.004
Science and technology studies0.0090.023
Scholarly communication0.0220.013
Open science0.0020.006
Research integrity0.0250.010
Insufficient payload (model declined to judge)0.0040.001

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.

Opus teacher head0.114
GPT teacher head0.251
Teacher spread0.137 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
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

Citations25
Published2008
Admission routes1
Has abstractyes

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