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Record W2322391954 · doi:10.1177/2050303216640399

Visibility, transparency and gossip: How did the religion of some (Muslims) become the public concern of others?

2016· article· en· W2322391954 on OpenAlexaff
Valérie Amiraux

Bibliographic record

VenueCritical Research on Religion · 2016
Typearticle
Languageen
FieldSocial Sciences
TopicMulticulturalism, Politics, Migration, Gender
Canadian institutionsUniversité de Montréal
Fundersnot available
KeywordsPublic spaceIslamSociologyPoliticsEuropean unionCitizenshipTransparency (behavior)PopulationLegitimacySecularismPolitical scienceMedia studiesLawHistory

Abstract

fetched live from OpenAlex

Over the last 30 years, the publicly visible “otherness” embodied by the Muslim population in the member states of the European Union has sparked movements of transnational public discussions mainly driven by the fear of the collapse of “national cohesion.” This paper engages theoretically with the idea that these debates have become an ordinary trap for European publics, France being the main illustration in the text. It is more specifically concerned with the discussions surrounding the recent ban on the wearing of the full veil in French public space, asking: what does the omnipresence of public discussions about religious otherness reveal of the national culture of citizenship? What are the epistemological and political implications of the evaluation of daily individual experiences as criminal in secular contexts? The text develops some speculative readings of the public experience arising from the visibility of Islamic religious signs and the capital attached to their visibility.

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)0.006
metaresearch head score (Gemma)0.014
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.011
Threshold uncertainty score0.031

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0060.014
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0070.032
Scholarly communication0.0110.011
Open science0.0010.005
Research integrity0.0030.005
Insufficient payload (model declined to judge)0.0020.000

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 head0.373
GPT teacher head0.523
Teacher spread0.150 · 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 designQualitative
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

Citations30
Published2016
Admission routes1
Has abstractyes

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