MétaCan
Menu
Back to cohort
Record W2558117446 · doi:10.1177/0020881715605417

Continental East–West and Global North–South? Re-imagining (B)orders in Globalization

2013· article· en· W2558117446 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.

Bibliographic record

VenueInternational Studies · 2013
Typearticle
Languageen
FieldSocial Sciences
TopicCross-Border Cooperation and Integration
Canadian institutionsCarleton University
Fundersnot available
KeywordsGlobalizationEconomic geographyCredenceSpace (punctuation)Motion (physics)Order (exchange)Perspective (graphical)ColonialismFunction (biology)SociologyAmbiguityGeographyPolitical scienceLinguisticsGeometryLawMathematics

Abstract

fetched live from OpenAlex

A perspective from border studies imagines an emerging global order based on how an increasing number, extent and intensity of borders, bordering practice and borderlands interact with the forces of globalization. The result of this interaction is an evolving, richly textured and complex layering of global transition in which several processes are apparent with spatial signatures. These are related to and explained by new conceptualizations of borders and an emerging theory of borders in motion. Foremost among the conceptualizations is the notion of shifting: borders and borderlands are not necessarily where they appear to be or where they once were. Another is positioning: imposition and superimposition that creates constantly changing border spaces, bordering practices and border places. Finally, packing develops intensities of border function and articulates variable border production. These conceptualizations of borders in motion offer a new credence and framework of inherited and enhanced territorial differentiation and compilation, which elevates the discourse beyond cardinality, colonialism and continentality, interrogates these ingrained notions, and suggests that the world is indeed evolved and evolving (b)ordered space.

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)0.000
metaresearch head score (Gemma)0.001
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 score0.112
Threshold uncertainty score0.945

Codex and Gemma teacher scores by category

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

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 head0.034
GPT teacher head0.376
Teacher spread0.342 · 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