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Elections, Political Integration, and North America: Exploring the Unknown

2006· article· en· W2190911568 on OpenAlexaboutno aff
Imtiaz Hussain

Bibliographic record

VenueLA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas) · 2006
Typearticle
Languageen
FieldSocial Sciences
TopicInternational Relations in Latin America
Canadian institutionsnot available
Fundersnot available
KeywordsHumanitiesPolitical sciencePoliticsArtLaw

Abstract

fetched live from OpenAlex

Dados los efectos de los procesos electorales transfronterizos, ¿qué tan factible es la integración política de América del Norte? Aun si en términos generales se satisfacen los principios teóricos neofuncionalistas y de las comunidades de seguridad, este estudio señala que la integración política regional depende, en última instancia, de: a) un cambio hacia una orientación bipartidista; b) la institucionalización de tal cambio; c) el peso relativo de los impulsos de integración y desintegración; d) las salvaguardas contra los impactos externos; e) la creación de nuevas oportunidades de cooperación, y f) la compatibilidad en el liderazgo. Entre otros hallazgos: a) las elecciones de Estados Unidos tienen mayor impacto sobre Canadá y México que viceversa; b) los insuficientes flujos económicos canadienses y mexicanos ahondan la asimetría frente a Estados Unidos; c) tanto el liderazgo pragmático como el ideológico nutren el proceso de norteamericanización, y d) los principales asuntos de la posguerra fría ciertamente incrementan la influencia de México en Washington a expensas de Canadá. Al favorecer la interdependencia sobre la integración, en el caso de Norteamérica la asimetría se convierte en la gota que derramará el vaso.

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: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.951
Threshold uncertainty score0.097

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 studies0.0020.005
Scholarly communication0.0050.005
Open science0.0010.004
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0090.000

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 head0.027
GPT teacher head0.269
Teacher spread0.242 · 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 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

Citations0
Published2006
Admission routes1
Has abstractyes

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