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Record W290201160

Dan Rodriguez-Garcia. Managing Immigration and Diversity in Canada: A Transatlantic Dialogue in the New Age of Migration

2014· article· en· W290201160 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.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
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

VenueCanadian ethnic studies · 2014
Typearticle
Languageen
FieldSocial Sciences
TopicEuropean Criminal Justice and Data Protection
Canadian institutionsnot available
Fundersnot available
KeywordsImmigrationGarciaDiversity (politics)Immigration policyPolitical scienceHistorySociologyEconomic historyHumanitiesLaw
DOInot available

Abstract

fetched live from OpenAlex

Dan Rodriguez-Garcia. Managing Immigration and Diversity in Canada: A Transatlantic Dialogue in the New Age of Migration. Montreal-Kingston: McGill-Queen's University Press, 2012. 405 pp. $39.95 sc. The volume contains a first-rate collection of essays on Canada's and Quebec's experiences with immigration and diversity management. It results from a forum that was held in Barcelona that brought together an interdisciplinary group of Canadian scholars and policy practitioners to examine Canada as a case of success that could be emulated in Europe. Its aim is to provide a comprehensive overview of the Canadian model of immigration policy and diversity for both researchers and policy practitioners in Europe (and Spain in particular). In his introduction, editor Dan Rodriguez-Garcia frames the volume as a comparison of Canada with Spain, and Quebec with Catalonia. Nevertheless, with the exception of the introduction and an overview chapter on the Canadian case (chapter 1 by Jeffrey Reitz) that refers briefly to Spain, the comparison is only implicit insofar as it structures the volume's innovative organization. The remaining chapters (2-14) are divided into six sections each containing chapters on Canada and Quebec with the goal of highlighting how immigration and diversity are managed in multinational states like Spain. Thus, although the volume's subtitle suggests a transatlantic perspective, reference to Europe (mainly Spain) is only made in its introduction and very briefly in chapter 1. It invites a transatlantic dialogue rather than records one. Part 1 examines government jurisdiction in the Canadian federation. Peter Li (chapter 2) provides an overview of the (racist) history of immigration legislation and critical analysis of intergovernmental agreements in the immigration field. In chapter 3, Louise Fontaine outlines the division of responsibility in immigration between the federal government and Quebec as established by the Canada-Quebec Accord. Part II deals with the management of immigration flows. In chapter 4, Monica Boyd and Naomi Alboim provide an overview of immigration legislation, policy goals and governance systems. It includes an analysis of the recent legislative changes that enhanced the power of the Minister of Immigration in immigrant selection and processing applications. In chapter 5, Gerard Pinsonneault provides strong empirical support for the effectiveness of the Quebec government's immigrant selection policies in achieving their goal of francization of its immigrant population. Part III covers and the labour market. In chapter 6, Yves Poisson offers the only positive assessment of recent changes in selection policy and practice. He argues that employers as well as cities and communities ought to play a larger role in the process. In chapter 7, Jack Jedwab identifies income gaps between immigrants and the Canadian-born that vary by both province and city. Of particular note is the finding that the income gap between immigrants and non-immigrants is larger in Quebec than the rest of Canada. Part IV considers the themes of citizenship, settlement and socio-cultural immigration. In chapter 8, Myer Siemiatycki develops three periods of immigration in Canadian history arguing that the current era's focus is on a flexible workforce in a securitized state (2000-present) that has undermined the pillars of integration that served to make Canada a success story in immigration (245). In chapter 9, Maryse Potvin focuses on the media's role in inflaming tensions during the reasonable accommodation debate in Quebec. …

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation 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 score0.791
Threshold uncertainty score0.201

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
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 head0.131
GPT teacher head0.321
Teacher spread0.190 · 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