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Record W2607950920 · doi:10.1080/08865655.2016.1267585

A European Perspective on Anglo-Scottish Cross-border Cooperation: Lessons from EU-funded Territorial Cooperation Programs

2017· article· en· W2607950920 on OpenAlex

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

VenueJournal of Borderlands Studies · 2017
Typearticle
Languageen
FieldSocial Sciences
TopicCross-Border Cooperation and Integration
Canadian institutionsnot available
Fundersnot available
KeywordsCross-border cooperationPerspective (graphical)Political scienceRegional scienceInternational tradeBusinessSociologyComputer science

Abstract

fetched live from OpenAlex

The article aims to reflect on the development and prospects of cross-border cooperation between Scotland and England in a European perspective. Over the past 25 years the EU has supported specific programs of cooperation across the EU’s internal borders (INTERREG), which have allowed thousands of local and regional actors to work on common actions, projects or strategies to overcome long-standing processes of conflict, competition or lack of cooperation. The paper first discusses the added-value and shortcomings of these EU territorial cooperation initiatives, before considering recent developments and future options for cooperation across the Anglo–Scottish border. In capturing how the drive for local and regional actors within the EU to engage in trans-boundary cooperation is shaped by both the a priori existence of strong, historically-rooted cross-border relationships and by more pragmatic concerns to access new resources and policy ideas, the article goes on to examine how such motivations have played out across the Anglo–Scottish border. While acknowledging the benefits of trans-boundary co-operation, the article provides a more cautious assessment of the various barriers and asymmetries that can hinder cross-border co-operation and, in focusing on the area of spatial planning, highlights a particular challenge for economic and social collaborations across the Anglo–Scottish border. The article ends with a brief reflexion on the implications of the results of the 2016 Brexit referendum, before concluding with the most relevant lessons from European territorial cooperation initiatives for Anglo–Scottish cross-border cooperation.

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)0.001
metaresearch head score (Gemma)0.003
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies, Scholarly communication
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.772
Threshold uncertainty score0.998

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0040.001
Scholarly communication0.0030.001
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 head0.063
GPT teacher head0.471
Teacher spread0.408 · 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