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Record W7128941006

Análisis del Fenómeno Migratorio de Canadá, desde la Teoría del Sistema Mundo y la Teoría de Migración de la Economía Política Internacional (EPI)

2024· article· es· W7128941006 on OpenAlexaboutno aff
Yamileth Andrea Arteaga Alcívar, Carlos Alfredo Andy Pauta

Bibliographic record

VenueDialnet (Universidad de la Rioja) · 2024
Typearticle
Languagees
FieldSocial Sciences
TopicInternational Relations in Latin America
Canadian institutionsnot available
Fundersnot available
KeywordsPhenomenonPoliticsInequalityVariety (cybernetics)World-systemWorld economy
DOInot available

Abstract

fetched live from OpenAlex

This essay analyzes the migratory phenomenon in Canada from two fundamental theories: the theory of the system-world and the theory of migration in international political economy, in the period 2021-2022. According to the world-system theory, migration is interpreted as a consequence of economic inequality and exploitation in peripheral countries. It explains how migration to Canada, a country at the center of the world system, is largely a result of the need of peripheral economies to meet their labor demand and compensate for their production deficits; while migrant workers in turn seek to improve their economic and social conditions. The theory of international political economy argues that migration is a process deeply rooted in the structure of the global capitalist system, and that it takes place within the framework of an asymmetric relationship between countries of origin and destination. Explains how the Canadian migration system is designed to attract highly skilled workers and how this has an impact on the migration dynamics in the region. In this context, it discusses how migration has become a key issue for the Canadian economy and how the country has successfully integrated migrant workers into its society. It concludes that the migration phenomenon of Canada is complex and rooted in a variety of factors, including the dynamics of the world system and international political economy as well as Canadian politics and culture. Highlights the challenges and opportunities facing Canada in terms of its future as a host country for migrants.

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)0.001
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: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.043
Threshold uncertainty score0.309

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0040.010
Science and technology studies0.0080.003
Scholarly communication0.0040.001
Open science0.0010.002
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0040.000

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 head0.007
GPT teacher head0.302
Teacher spread0.295 · 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
Published2024
Admission routes1
Has abstractyes

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