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Record W1976033918 · doi:10.1353/wp.2003.0016

Beyond the Policy Frontier: Canada, Mexico, and the Ideological Origins of NAFTA

2003· article· en· W1976033918 on OpenAlexaboutno aff
Stephanie R. Golob

Bibliographic record

VenueWorld Politics · 2003
Typearticle
Languageen
FieldSocial Sciences
TopicCanadian Policy and Governance
Canadian institutionsnot available
Fundersnot available
KeywordsFrontierIdeologyPolitical economyLegitimacyForeign policyPolitical sciencePoliticsLegitimationState (computer science)SovereigntyPower (physics)DerogationEconomicsLaw

Abstract

fetched live from OpenAlex

Why are certain foreign policy options considered taboo or simply kept off the agenda as necessarily unthinkable or self-destructive? And under what conditions can governments transcend such “policy frontiers”? This article seeks to answer these questions by examining the circumstances that brought about Canada's and Mexico's entry into the North American Free Trade Agreement (NAFTA)—a move that constituted a surprising reversal of historic prohibitions on formalizing bilateral economic integration that had long been entrenched in these two nations' foreign policies. Policy frontiers develop as certain elements of the “national interest”—sovereignty, security, and identity—become equated with the legitimation of state elites. When these leaders defend the policy frontier (ostensibly to defend the nation), they are also defending their own political power. These barriers are constructed in a path-dependent fashion, through a critical juncture that first establishes the frontier, and then are maintained over time by institutional and ideological mechanisms of reproduction. For the frontier to be transcended, a critical juncture combining an exogenous shock with an internal legitimacy crisis must undermine, and then reconfigure, both mechanisms of reproduction. The origins of NAFTA in the Canadian and Mexican embrace of the once-forbidden bilateral free-trade option in 1985 and 1990, respectively, illustrate this dynamic, while the individual cases offer variations on the policy frontier model that can provide insights into the analysis of other cases of historically resisted foreign policy change.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.004
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.129
Threshold uncertainty score0.938

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.003
Science and technology studies0.0320.017
Scholarly communication0.0110.003
Open science0.0010.003
Research integrity0.0030.005
Insufficient payload (model declined to judge)0.0030.000

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 head0.010
GPT teacher head0.260
Teacher spread0.251 · 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 source (direct Gemma or distilled Codex), not a consensus.

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

Citations112
Published2003
Admission routes1
Has abstractyes

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