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Record W4392590612 · doi:10.18357/bigr51202421508

Border Renaissance in a Time of Border Perplexity? The Question of Renaissance/Renascence in a Post-Globalization World

2024· article· en· W4392590612 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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
venuePublished in a venue whose home country is Canada.

Bibliographic record

VenueBorders in Globalization Review · 2024
Typearticle
Languageen
FieldSocial Sciences
TopicCross-Border Cooperation and Integration
Canadian institutionsCarleton University
Fundersnot available
KeywordsPerplexityThe RenaissanceGlobalizationRenaissance literaturePolitical scienceArtArt historyComputer scienceLawArtificial intelligence

Abstract

fetched live from OpenAlex

This essay explores questions of why and how there can be a border renaissance in a time of border profusion and confusion. Are we simply witnessing border renascence, a revival of the statist boundary, despite globalization? Or is the renaissance of the border new growth arising from incomprehension of the border in the 21st century? With reference to research in North America, Southeast Asia, and Europe, this article examines the entangled state of the border to discern what is unaccountable from what is complicated and to differentiate rebirth and revival of classical border thinking from that which addresses the perplexity of borders. In my view, a renaissance in border studies flirts with a return to the archaic through definition and explication of borders everywhere. A true renaissance in border studies must confront the entangled state as process, spirit, style, form, and other influences at once rooted in the classical and portrayed and performed in a post-globalization era of border rediscovery. The goal of this essay is to confront the notion of border renaissance, not to diminish the concept, but to reveal the fuller meaning and impact of border rebirth and revival.

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)0.003
metaresearch head score (Gemma)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.846
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.006
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.017
GPT teacher head0.406
Teacher spread0.389 · 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