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Record W4413731461 · doi:10.1080/21567689.2025.2548398

‘The holy opacity of the organization of the pilgrimage’: comparing the state’s management of the hajj in contemporary Senegal and Cameroon

2025· article· en· W4413731461 on OpenAlexafffund
Cédric Jourde, Muriel Gomez-Perez, Marie Brossier

Bibliographic record

VenuePolitics Religion & Ideology · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicAfrican Studies and Geopolitics
Canadian institutionsUniversité LavalUniversity of Ottawa
FundersSocial Sciences and Humanities Research Council of Canada
KeywordsPilgrimageHajjState (computer science)Ancient historyHistoryOpacityGeographyPolitical scienceIslamArchaeologyComputer sciencePhysics

Abstract

fetched live from OpenAlex

The logistics needed to bring Muslims to Mecca is mediated by the modern state, which has become an unescapable political actor in making possible this sacred duty. The literature has not fully explored how states have performed their role in the organization of the hajj in the contemporary era. This article compares the political organization of the hajj in Senegal and Cameroon since the early 1990s. Whereas the former has followed a more democratic trajectory, the latter is an electoral autocracy. We argue that the two states differ along three dimensions: first, whereas the state of Senegal deepened the institutionalization of the organization of the hajj, the Cameroonian state has intervened largely through informal practices. Second, the Senegalese state increasingly desecuritized the organization of the hajj, treating non-state actors as legitimate partners. By contrast, its Cameroonian counterpart has securitized non-state actors, seeing them as suspicious entities. Finally, Senegal legitimizes its role in the organization of the hajj by defining itself a provider of a public service and a partner of large Sufi brotherhoods, in contrast to Cameroon where the state stages the personal favours generously provided by the President to the pilgrims, in exchange for their loyalty.

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)0.001
metaresearch head score (Gemma)0.002
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 score0.054
Threshold uncertainty score0.108

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.002
Science and technology studies0.0050.010
Scholarly communication0.0040.002
Open science0.0010.002
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0040.000

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 head0.018
GPT teacher head0.286
Teacher spread0.268 · 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

Citations0
Published2025
Admission routes2
Has abstractyes

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