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Record W7137465348

What is Europe?

2022· other· en· W7137465348 on OpenAlexafffund
Anna Triandafyllidou, Ruby Gropas

Bibliographic record

VenueDirectory of Open access Books (OAPEN Foundation) · 2022
Typeother
Languageen
Field
Topic
Canadian institutionsParks Canada
FundersSocial Sciences and Humanities Research Council of CanadaEuropean Commission
KeywordsPoliticsRealmBrexitEuropean integrationEuropean studiesPerspective (graphical)European unionInterpretation (philosophy)
DOInot available

Abstract

fetched live from OpenAlex

This authoritative yet accessible introduction to understanding Europe today moves beyond accounts of European integration to provide a wide-ranging and nuanced study of contemporary Europe and its historical development. This fully updated edition adds material on recent developments, such as Brexit and the migrant and Eurozone crises. The concept of Europe is instilled with a plethora of social, cultural, economic, and political meanings. Throughout history, and still today, scholars writing on Europe, and politicians involved in national or European politics, often disagree on the geographic limits of this space and the defining elements of Europe. Europe is, therefore, first and foremost a concept that takes different shapes and meanings depending on the realm of life on which it is applied and on the historical period under investigation. At a given point in time, depending on the perspective we adopt and the situation in which we find ourselves, Europe may represent very different things. Thus, we should better talk about ‘Europes’ in plural. What is Europe? explores these evolving conceptions of Europe from antiquity to the present. This book is all the more timely as Europe responds to the Russian invasion of Ukraine and Britain’s departure from the European Union, financial slump, refugee emergencies, and the COVID-19 pandemic. This book offers a fully updated introduction to European studies from an interdisciplinary perspective. It is a crucial companion to any undergraduate or graduate course on Europe and the European Union.

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)0.001
metaresearch head score (Gemma)0.001
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: Not applicable
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.027
Threshold uncertainty score0.090

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.002
Science and technology studies0.0030.005
Scholarly communication0.0120.009
Open science0.0010.002
Research integrity0.0020.003
Insufficient payload (model declined to judge)0.0270.011

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 head0.100
GPT teacher head0.417
Teacher spread0.317 · 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
GenreOther

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

Citations0
Published2022
Admission routes2
Has abstractyes

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