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Record W2044248466 · doi:10.1080/13602004.2015.1019730

We Are Not All the Same: Arab and Muslim Students Forging Their Own Campus Communities in a Post-9/11 America

2015· article· en· W2044248466 on OpenAlex
Diane Shammas

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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueJournal of Muslim Minority Affairs · 2015
Typearticle
Languageen
FieldSocial Sciences
TopicRacial and Ethnic Identity Research
Canadian institutionsnot available
Fundersnot available
KeywordsEthnic groupFaithMuslim communityGender studiesEthnic communityQuarter (Canadian coin)SociologyIslamPolitical scienceGeographyAnthropologyTheology

Abstract

fetched live from OpenAlex

The study investigates Arab and Muslim students’ social relationships on 21 community college campuses in the USA (N = 753), with comparison groups of African Americans, Latinos, Asians, and Whites (N = 567). Survey findings revealed a positive relationship between campus friendships and sense of belonging, controlling for ethnic and religious identities, and perceived discrimination on campus. Individual group differences were found among Arab Christians, Arab Muslims, and non-Arab Muslims, and the comparison group. As an earlier publication based on the same study revealed, 75% of Arab and Muslim students’ campus friendships were either same ethnic and/or same faith, with only a quarter of campus friendships being of different ethnicity and different religion. Although such results suggest the existence of ethno-religious enclaves, this paper concludes that Arab and Muslim students are not purposely enacting their own ethno-religious balkanization, but—like other ethnic groups—forging their own campus communities within the larger campus community.

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)0.005
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: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.101
Threshold uncertainty score0.972

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0050.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.001
Scholarly communication0.0000.001
Open science0.0010.000
Research integrity0.0000.001
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 head0.077
GPT teacher head0.360
Teacher spread0.282 · 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