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The Stability and Growth Pact - Theorizing a Case in European Integration*

2005· article· en· W2151934187 on OpenAlex
Martin Heipertz, Amy Verdun

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueJCMS Journal of Common Market Studies · 2005
Typearticle
Languageen
FieldSocial Sciences
TopicEuropean Union Policy and Governance
Canadian institutionsUniversity of Victoria
Fundersnot available
KeywordsIntergovernmentalismStability and Growth PactEuropean integrationStability (learning theory)European unionPoliticsPactProcess (computing)EconomicsEconomic and monetary unionEconomic integrationPolitical scienceLaw and economicsKeynesian economicsInternational economicsPositive economicsInternational tradeLawComputer scienceMember states

Abstract

fetched live from OpenAlex

This article looks at the Stability and Growth Pact (SGP) as a case study in European integration. Applying the theoretical lenses of various European integration approaches (intergovernmentalism, domestic politics, neofunctionalism and an ‘expertocratic’ approach) it seeks to explain the creation of the SGP as well as its subsequent implementation. The findings show that these approaches are able to illuminate different parts of the process. The article thus argues that only an eclectic combination of the approaches provides a satisfactory theoretical explanation of the SGP as a fundamental element of the rules-based economic and monetary union (EMU) regime.

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.

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)0.007
metaresearch head score (Gemma)0.003
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.366
Threshold uncertainty score0.507

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0070.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
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 head0.049
GPT teacher head0.348
Teacher spread0.300 · 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