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Record W1586913609 · doi:10.5750/dlj.v19i1.383

THE PROHIBITION OF THE MUSLIM HEADSCARF: CONTRASTING INTERNATIONAL APPROACHES IN POLICY AND LAW

2012· article· en· W1586913609 on OpenAlexaboutno aff
Timothy Welch

Bibliographic record

VenueThe Denning Law Journal · 2012
Typearticle
Languageen
FieldSocial Sciences
TopicReligious Freedom and Discrimination
Canadian institutionsnot available
Fundersnot available
KeywordsSecularismLawSecularityPoliticsState (computer science)Freedom of religionPolitical scienceOppressionSociologyImmigrationHuman rights

Abstract

fetched live from OpenAlex

Law and state policy towards the Muslim headscarf differs widely from country to country.1 Western states in which the wearing of the headscarf is, or has been, a contentious issue, tend to follow one of two broad theoretical approaches: assimilationalist or culturally pluralist, although rarely in a pure form. Often policy will be made up of one, whilst containing threads of the other. This article will focus on the law and state policy predominantly in six countries where the headscarf issue has arisen, and where different political or legal approaches have been adopted, giving rise to different results or consequences. Often the veil debates in each country will give rise to the same broad issues. For example, integration, religious freedom, secularity and health and safety are all debated in respect of the Muslim headscarf. However, it is often the case that one issue will be more important or prevalent in one particular country than in another. For example in the UK integration has been highlighted in the recent debates, but in the US the concerns rest with the concept of religious freedom, per se. In France and Turkey there has been a need to protect secularism, where the veil has been particularly attacked as a form of pressure by Muslims on others or else regarded as a symbol of the oppression of women. Bans on the headscarf have been attempted in Germany based on employment law and in Canada on health and safety grounds. In other European countries concerns have centred on immigration issues or public security. State policy tends to be driven by various factors including the particular state’s historical makeup, immigration and demography, public opinion and political pressure, as well as the theoretical issues which underlie and inform the debate.

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)0.015
metaresearch head score (Gemma)0.012
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: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.015
Threshold uncertainty score0.093

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0150.012
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0040.006
Science and technology studies0.0060.024
Scholarly communication0.0150.006
Open science0.0020.006
Research integrity0.0050.008
Insufficient payload (model declined to judge)0.0030.000

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 head0.055
GPT teacher head0.314
Teacher spread0.259 · 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
GenreEmpirical

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

Citations6
Published2012
Admission routes1
Has abstractyes

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