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Record W2790894094 · doi:10.1177/2153368718754638

“We All Have Stories”: Black Muslim Immigrants’ Experience With the Police

2018· article· en· W2790894094 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.

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

VenueRace and Justice · 2018
Typearticle
Languageen
FieldSocial Sciences
TopicPolicing Practices and Perceptions
Canadian institutionsnot available
FundersNational Institute of Justice
KeywordsSomaliCriminologyImmigrationRefugeeLaw enforcementProcedural justiceCriminal justiceSociologyCommunity policingQualitative researchIntersectionalityPolitical sciencePerceptionGender studiesSocial psychologyLawPsychology

Abstract

fetched live from OpenAlex

Understanding the relationships between immigrants and refugees and the police is a critical research task with implications for both community–police partnerships and the effectiveness of law enforcement efforts. This study contributes to such an understanding by examining perceptions of police and police interactions among Somali immigrants and refugees (both first and second generation) in three communities in the United States and Canada. This article presents in-depth analyses of qualitative interview data and draws upon multiple theoretical perspectives, specifically procedural justice and minority group threat theory. These perspectives have been employed to account for police–minority relationships in other works and we extend their application to a new group. We find that despite some evidence of positive interactions with police, current policing could do more to establish community trust and implement principles of procedural justice with Somalis in the United States and Canada. This article also finds support for the minority group threat theory in that study participants perceive that they experience harsher and more frequent policing due to their multiple marginalized statuses (Black, immigrant, and Muslim). Implications for both Somali immigrants/refugees and law enforcement are discussed.

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)0.000
metaresearch head score (Gemma)0.000
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 score0.427
Threshold uncertainty score0.942

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
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 head0.057
GPT teacher head0.384
Teacher spread0.326 · 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