MétaCan
Menu
Back to cohort
Record W2781013560 · doi:10.25336/p6391d

Stationary population, immigration, social cohesion, and national identity: What are the links and the policy implications? With special attention to Canada: A demographer’s point of view

2017· article· en· W2781013560 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 Studies in Population · 2017
Typearticle
Languageen
FieldSocial Sciences
TopicPost-Communist Economic and Political Transition
Canadian institutionsnot available
Fundersnot available
KeywordsImmigrationPopulationCohesion (chemistry)Identity (music)SociologyMulticulturalismNational identityHumanitiesEthnologyPolitical scienceDemographyArtLawPolitics

Abstract

fetched live from OpenAlex

In recent years, this author has devoted some of his research to the question of stationary population as a policy vision for Canada and beyond. The focus was largely economics and ecology. The virtue of the stationary population, it was argued, is that it cut across ecologists’ long-term concerns and economists’ short-term concerns. The present paper, while reiterating some of the same economic arguments, addresses stationary population as a policy option from the point of view of national identity and social cohesion. To this end, it explores the policy and ideological dimensions of multiculturalism in Canada. It also examines immigration trends in Canada and Western Europe, and makes some incursions into the history of how cosmopolitan states have fared. The paper’s conclusion is that stationary population is optimal in terms of national identity and social cohesion. Ces dernières années, l’auteur a consacré certaines de ses recherches à la question de la population stationnaire au Canada et ailleurs dans le monde. L’optique en a été économique et écologique. La vertu de la population stationnaire, il a été soutenu, réside dans le fait qu’elle réponde aux préoccupations tant à long terme des écologistes qu’à court terme des économistes. Tout en réitérant ces préoccupations, la présente étude examine les attributs de la population stationnaires du point de vue de l’identité nationale et de la cohésion sociale. Dans ce but, l’étude explore les dimensions du multiculturalisme au Canada. Sont également examinés les courants migratoires au Canada et dans les pays occidentaux, tout en faisant des incursions dans l’histoire des sociétés cosmopolites, leurs réussites et leurs échecs. La conclusion de la présente étude est que la population stationnaire est optimale des points de vue de l’identité nationale et de la cohésion sociale.

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 categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.567
Threshold uncertainty score0.998

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 studies0.0030.001
Scholarly communication0.0000.001
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 head0.051
GPT teacher head0.354
Teacher spread0.303 · 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