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Record W7015247904

Serving a Country That Will Not Accommodate Our Religion: The Sikh American Struggle to Choose Between Career or Faith

2023· article· en· W7015247904 on OpenAlexaboutno aff

Bibliographic record

VenueeYLS (Yale Law School) · 2023
Typearticle
Languageen
FieldArts and Humanities
TopicSouth Asian Studies and Diaspora
Canadian institutionsnot available
Fundersnot available
KeywordsFaithFace (sociological concept)SikhismTragedy (event)GenocideOfficerTheme (computing)
DOInot available

Abstract

fetched live from OpenAlex

Sikhism is the fifth largest religion in the world, with approximately thirty million followers of the faith worldwide. It is a monotheistic faith that teaches honesty, compassion, humility, universal equity, and respect for all religions. Since the 1984 genocide of Sikhs in India, many followers of the faith have immigrated to Western countries in hopes of “the American dream” and the prospect of freely practicing their faith. But as a devastating response to the tragedy of 9/11, members of the Sikh community living in the United States have become victims of hate crimes, workplace discrimination, school bullying, and racial and religious profiling. As a scholar of the traditions and a practicing Sikh myself, I have learned the harsh realities of what it means to be a Sikh in America today. Despite the hardships that they endure, Sikhs continue to demonstrate their strength and resilience through their practice of the tenets of the Sikh faith, including love, service, and justice.\nA common struggle that many Sikh Americans face is the coerced decision of whether to relinquish their articles of faith in order to assimilate into Western culture and secure employment. In the San Francisco Bay Area alone, twelve percent of Sikhs have reported subjection to employment discrimination. Through the COVID-19 pandemic, employers have outwardly stated that turbans are unacceptable in the workplace, citing proper health standards as their reasoning. A video posted by Dr. Sanjeet Singh-Saluja, an emergency doctor and physician at McGill University Health Centre, went viral in 2020 as he described the “existential crisis” he faced when he was forced to shave off his beard, a symbol of the Sikh faith, in order to continue operating on patients. But in 2022, four Sikh Americans bravely filed suit against the U.S. Marine Corps, asserting their right to wear their turbans and beards and to not have to choose between their career and faith. This post addresses the heroism of these four men in asserting their legal rights under the Religious Freedom Restoration Act (“RFRA”), 42 U.S.C. § 2000bb et seq., and the First and Fifth Amendments of the U.S. Constitution in the case of Toor v. Berger.7

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 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 categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.077
Threshold uncertainty score0.999

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 studies0.0010.000
Scholarly communication0.0010.000
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.002

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 head0.054
GPT teacher head0.270
Teacher spread0.216 · 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 teacher head, not a consensus.

Study designNot applicable
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
Published2023
Admission routes1
Has abstractyes

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