MétaCan
Menu
Back to cohort

What Can Multicultural Theory Tell Us about Integrating Muslims in Europe?

2010· article· en· W1610370816 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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenuePolitical Studies Review · 2010
Typearticle
Languageen
FieldSocial Sciences
TopicMigration, Refugees, and Integration
Canadian institutionsUniversity of Ottawa
Fundersnot available
KeywordsMulticulturalismUnderpinningPoliticsDemocracyImmigrationPolitical economySociologyIslamophobiaPolitical scienceLawMedia studies

Abstract

fetched live from OpenAlex

Across Europe and elsewhere we are witnessing a series of decisions, including attempts (successful and otherwise) to ban the burka or the building of minarets on mosques, which seem to be made from a fear of ‘politicised Muslims’ – Muslim residents and citizens in European countries – who are alleged to be irredeemably and unambiguously anti-European and therefore anti-democratic. They are, additionally, frequently portrayed as taking orders from fundamentalist regimes, or organisations, which operate from outside Europe and aim to destabilise European political life. The debates and conflicts portrayed in the Swiss media in the week before the vote on whether to ban the construction of minarets, for example, and in the days just afterwards, mirror those that have been occupying European countries for the past several years. As I shall suggest in this article, these debates are familiar to theorists of multiculturalism, and of liberal democracy more generally, and they press us to consider whether the challenges (apparently) posed by Muslim integration are distinct from the challenges that have occupied the attention of multicultural theorists in the past. Underpinning the analysis in this article is my view that the principles that underpin multicultural theorising, principles that were developed in response to previous waves of immigration, are able to guide us in developing fair terms of integration for Muslim citizens.

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)0.010
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.936
Threshold uncertainty score0.998

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.010
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.001
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 head0.042
GPT teacher head0.385
Teacher spread0.342 · 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