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Record W2604351807 · doi:10.1080/08865655.2016.1270170

“Northern Lights:” An Assessment of the Political and Economic Challenges Facing North East England in the Context of Greater Scottish Autonomy

2017· article· en· W2604351807 on OpenAlexvenueno aff
Keith Shaw

Bibliographic record

VenueJournal of Borderlands Studies · 2017
Typearticle
Languageen
FieldArts and Humanities
TopicScottish History and National Identity
Canadian institutionsnot available
FundersEconomic and Social Research Council
KeywordsAutonomyPoliticsContext (archaeology)North eastPolitical sciencePolitical economyEconomyEconomic growthGeographySociologyArchaeologySocioeconomicsEconomicsLaw

Abstract

fetched live from OpenAlex

Drawing on recent research on the Anglo-Scottish border, this article examines the social and economic impact of a more powerful Scotland on its “nearest neighbors” in the North East of England. In examining a series of competing narratives that shape how the significance of the Anglo-Scottish border and borderlands have been understood, the discussion begins by highlighting the longevity of a traditional conflictual narrative that a more powerful Scotland will undermine the North East’s economic fortunes. The article will further consider the strength of a competitive narrative by capturing how North East reactions to the independence referendum north of the border have been used as a springboard to argue for greater powers to be devolved to the North East itself— and has led directly to a new generation of “Devolution Deals” being offered by the UK Government to the English regions. Thirdly, the article will examine how the discursive space created by the referendum campaign (and outcome) has created the conditions within which a collaborative narrative—highlighting how Scotland and the North East of England have a shared history and common social and economic challenges—has emerged. The article will conclude by considering whether the emergence of a new cross-border relationship between the “Northern Lights” allows the Anglo-Scottish border to be conceptualized more as a “bridge” than a “barrier,” particularly given the UK’s recent decision to leave the EU.

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 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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.130
Threshold uncertainty score0.907

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
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 head0.077
GPT teacher head0.318
Teacher spread0.240 · 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 teacher head, not a consensus.

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

Citations1
Published2017
Admission routes1
Has abstractyes

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