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Record W3180263984 · doi:10.33067/se.2.2021.2

“A Europe of Homelands or Homeland Europe” – Contemporary Limitations of the Idea of the Federalisation of the European Union

2021· article· en· W3180263984 on OpenAlex
Natalia Sienko

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.

venuePublished in a venue whose home country is Canada.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueStudia Europejskie - Studies in European Affairs · 2021
Typearticle
Languageen
FieldSocial Sciences
TopicEuropean Politics and Security
Canadian institutionsnot available
Fundersnot available
KeywordsEuropean unionHomelandEuropean integrationNarrativeMember statesPolitical scienceField (mathematics)Process (computing)SociologyLawInternational tradeEconomicsLinguisticsComputer sciencePhilosophy

Abstract

fetched live from OpenAlex

In this article, the author touches on the evolution of the European integration process, trying to capture the essence of the idea of federalisation on the way to the creation of the European Union. The theoretical narrative within federal thoughts is complemented by contemporary limitations both in the formal acceptance of the idea of federalisation of the European Union and in the informal “pole organizing the imagination” as mentioned by T. Mazowiecki. The main narrative, therefore, concerns the division of the field of EU integration between the analysis of structural limitations of the idea of federalisation of the European Union, including the system and jurisdictions of nation states, as well as ideational limitations, individual approach of the Member States to the integration process or the electoral success of Eurosceptics.

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)0.005
metaresearch head score (Gemma)0.008
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.746
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0050.008
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.003
Science and technology studies0.0010.003
Scholarly communication0.0000.000
Open science0.0020.002
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 head0.128
GPT teacher head0.319
Teacher spread0.192 · 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