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Record W2091832904 · doi:10.1080/08865655.2007.9695666

Cross‐border planning at the U.S.‐Mexico border: An institutional approach

2007· article· en· W2091832904 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 · 2007
Typearticle
Languageen
FieldSocial Sciences
TopicCross-Border Cooperation and Integration
Canadian institutionsnot available
Fundersnot available
KeywordsStatus quoInstitutionProcess (computing)PoliticsAction (physics)Political sciencePerspective (graphical)SociologyPublic administrationComputer scienceLaw

Abstract

fetched live from OpenAlex

Abstract The general objective of this article is to contribute to the understanding of cross‐border issues from an urban planning perspective. Cross‐border planning in this article is approached as an institution‐building process whose primary emphasis is on the facilitation of collective action with regards to the shared natural, built, and human environments constrained by territorial politics and boundaries of nation‐states. It is argued throughout the paper that the existing institutional framework at the U.S.‐Mexico border has been the result of a “muddling through” process. The existing cross‐border planning institutions are the result of an adjustment process, to a great extent due to challenges to the status quo by border actors and organizations. The main conclusion of the article is that the environment and the uncertainty that this poses for the future is an issue that decision makers have been able to “muddle through” more successfully and should continue doing so by fine‐tuning and supporting existing institutions and continuing the incremental process of institution building.

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)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.851
Threshold uncertainty score0.998

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0030.001
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 head0.055
GPT teacher head0.459
Teacher spread0.405 · 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