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Record W2922376517 · doi:10.20381/ruor-23141

A Sociological Review of the Post Graduate Work Permit Program as a Pathway to Permanent Residency for International Students in Canada

2019· review· en· W2922376517 on OpenAlexaboutno aff
Golbon Moltaji

Bibliographic record

VenueuO Research (University of Ottawa) · 2019
Typereview
Languageen
FieldSocial Sciences
TopicHigher Education and Employability
Canadian institutionsnot available
Fundersnot available
KeywordsMedical educationResidency trainingWork (physics)MedicineSociologyPolitical scienceEngineeringMechanical engineering

Abstract

fetched live from OpenAlex

This project is a multifaceted analysis of the Post Graduate Work Permit Program (PGWPP), a temporary work permit that allows international students to live and work in Canada following graduation. This dissertation explores a) the program’s development throughout the years, b) the lived experiences and the perceptions of the students who used the program for transitioning to permanent residency and, c) an art-based autoethnographic introspection about this transition. The research question focuses on how the PGWPP, which provides the government with economic projections regarding student migration, influences the social and economic integration of international students/graduates. This dissertation consists of three self-containing articles all of which employ mobilities paradigm to examine the following secondary questions and purposes: a)Article 1 is an archaeological review of the development of the program that assesses how well the program meets its objective to settle international graduates as successful future permanent residents, b)Article 2 investigates international graduates’ experiences and perspectives about their transition to permanent residency via the PGWPP, c) Article 3 investigates the impacts of migratory-related difficulties among international students on their trajectory as immigrants. Each article approaches the PGWPP from a different methodological angle to provide a comprehensive analysis of the program that ultimately considers the wellness of international students in their pathways to Canadian residency.

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 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)0.004
metaresearch head score (Gemma)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.886
Threshold uncertainty score0.994

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0040.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0020.000
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 head0.252
GPT teacher head0.491
Teacher spread0.238 · 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 teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreReview

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

Citations2
Published2019
Admission routes1
Has abstractyes

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