MétaCan
Menu
Back to cohort
Record W2111077998 · doi:10.1177/1470593113499695

Islamic Arab hospitality and multiculturalism

2013· article· en· W2111077998 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

VenueMarketing Theory · 2013
Typearticle
Languageen
FieldSocial Sciences
TopicHalal products and consumer behavior
Canadian institutionsYork University
Fundersnot available
KeywordsHospitalityCommodificationRitualizationSociologyMulticulturalismIslamEthnographyTourismSomaliGender studiesPolitical scienceSocial scienceAnthropologyHistoryLawEconomy

Abstract

fetched live from OpenAlex

This ethnographic study in Qatar and United Arab Emirates addresses a particular Islamic consumptionscape as well as a related commodified practice: that of Arab hospitality. This much vaunted Arab virtue is examined in three contexts: home hospitality, commercial hospitality, and hospitality toward foreign guest workers and visitors. We find that home hospitality is largely extended inward and involves sharing in with close same-sex friends and family in a tournament of status, while hospitality toward foreigners is largely either nonexistent or outsourced to other foreigners. These patterns are explained in terms of hyper-ritualization of that which is most in doubt, namely, multiculturalism and patriarchal authority. We argue that this same pattern of hyper-ritualization may apply in other ritual contexts like American Thanksgiving celebrations.

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)0.004
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.865
Threshold uncertainty score0.920

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0040.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
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 head0.010
GPT teacher head0.262
Teacher spread0.252 · 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