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Record W4379792817 · doi:10.1177/00207020231180121

Book Review: Distant Stage: Quebec, Brazil, and the Making of Canada’s Cultural Diplomacy

2023· article· en· W4379792817 on OpenAlexaffabout
Asa McKercher

Bibliographic record

VenueInternational Journal Canada s Journal of Global Policy Analysis · 2023
Typearticle
Languageen
FieldSocial Sciences
TopicCanadian Identity and History
Canadian institutionsRoyal Military College of Canada
Fundersnot available
KeywordsDiplomacyStage (stratigraphy)Political scienceEthnologyGeographyHistoryLawGeologyPolitics

Abstract

fetched live from OpenAlex

Although the book focuses on the period between 2001 and 2021 to illustrate how containing diversity works, it also shows how Canada's colonial roots still impact its immigration policy.For this reason, Abu-Laban, Tungohan, and Gabriel make a significant contribution to the contemporary literature on immigration in Canada.Echoing Abu-Laban and Gabriel's earlier arguments in Selling Diversity, 3 this latest book illustrates the paradox between Canada's mechanisms of exclusion and its efforts to embrace diversity through liberal discourse on openness, multiculturalism policies, and public support for immigration.In this sense, Canada is far from being an "exception" in the twenty-first century immigration landscape.The use of an ethics-of-care perspective combined with critical political economy opens new avenues to rethink immigration in Canada, instead of seeing migrants as numbers or quantifiable objects that would contribute to certain neo-liberal objectives.One of the most exciting contributions to the immigration literature in the last few years, Containing Diversity is a valuable resource not only for migration scholars, but also for policy analysts, as well as immigrants themselves who wish to learn about Canadian immigration policies.

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)0.008
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.084
Threshold uncertainty score0.297

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.008
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0040.013
Science and technology studies0.0030.002
Scholarly communication0.0060.002
Open science0.0020.001
Research integrity0.0030.003
Insufficient payload (model declined to judge)0.0200.003

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 head0.008
GPT teacher head0.325
Teacher spread0.317 · 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 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

Citations0
Published2023
Admission routes2
Has abstractyes

Explore more

Same venueInternational Journal Canada s Journal of Global Policy Analysis→Same topicCanadian Identity and History→French-language works237,207→