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Record W2123055494

Striking a Balance between Diversity and Social Cohesion : Examples from Sweden

2003· article· en· W2123055494 on OpenAlex
Charles Westin

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.

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

VenueANU Open Research (Australian National University) · 2003
Typearticle
Languageen
FieldSocial Sciences
TopicResearch in Social Sciences
Canadian institutionsnot available
Fundersnot available
KeywordsCohesion (chemistry)Diversity (politics)Balance (ability)SociologyPolitical sciencePsychologyAnthropology
DOInot available

Abstract

fetched live from OpenAlex

I will address the issue of the policies Sweden has adopted to integrate its migrant population, and on the other hand its stand in relation to the indigenous Saami population. While Sweden has developed liberal policies of multiculturalism to incorporate its migrants (social, educational and economic equality, support for cultural maintenance etc., voting rights in local and county elections for permanently residing non-Swedish nationals, liberal naturalisation conditions), it has traditionally been unwilling to recognise or accept Saami claims to special treatment in questions where land rights are concerned. A multicultural policy that does not consider the position of traditional ethnic and ethno-territorial minorities will not appear to have credibility. These two different policy approaches cannot be understood without a closer look at the formation of the Swedish nation state. Issues that I want to address are about bringing together two different discourses. What happens when multiculturalism is imported into the older structure of the nation state? A lot has been written about multiculturalism and probably even more on the nation state. However, much of the work on multiculturalism is inspired by experiences in countries based on immigration (Australia, Canada, the United States). These experiences do not necessarily apply in the older European nation state context. On the other hand, most work on nation state formation departs from European experiences, but rarely addresses the issues of incorporating people of immigrant origin. Multiculturalism, or diversity, is not immediately compatible with traditional conceptions of the nation state. Values that relate to national identity, common history and common destiny, majority language and national/ethnic stereotypes are used, or may be used to create a sense of national/ethnic unity by excluding the ‚Other’. How is social cohesion achieved in a society moving towards diversity? How should the national story be rethought to include migrants as well as indigenous minorities? Can Human Rights serve as a value base in an ethnically diverse Swedish society? I will finally address some questions relating to citizenship and identity.

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)0.006
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.738
Threshold uncertainty score0.993

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0060.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.002
Science and technology studies0.0100.002
Scholarly communication0.0010.002
Open science0.0020.002
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.484
GPT teacher head0.469
Teacher spread0.015 · 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