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Record W4383875836 · doi:10.1093/socpro/spad034

Armed Citizens on the Border: How Guns Fuel Anti-Immigration Politics in America

2023· article· en· W4383875836 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

VenueSocial Problems · 2023
Typearticle
Languageen
FieldSocial Sciences
TopicGun Ownership and Violence Research
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsImmigrationPoliticsDisenchantmentState (computer science)PopulationCriminologyPolitics of the United StatesSociologyImmigration reformPolitical economyPolitical scienceImmigration policyLaw

Abstract

fetched live from OpenAlex

Abstract To make a nation on stolen land using enslaved labor, the early American state relied on gun and immigration policy to create a well-armed white settler population. This legacy continues to animate modern conservativism, which is staked on supporting gun-friendly and anti-immigrant policies. Despite this history and ongoing political reality, however, the sociology of migration has largely ignored the relationship between firearms and immigration politics. To explore this relationship, the current study draws on 20 months of ethnographic data from the U.S.-Mexico border. I show how contemporary American gun culture bolsters anti-immigrant organizations through two mechanisms. First, gun shows and shooting ranges are important sites of recruitment among anti-immigrant groups. Second, the thrill of handling firearms mitigates the monotony of everyday anti-immigrant activism, while also easing the disenchantment that participants may otherwise feel about the effectiveness of their actions in bringing about long-term change. The article concludes by urging scholars of American politics to be mindful of the legacies of settler-colonialism and to take seriously the reinforcing effects of guns on nativist politics.

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)0.001
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: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.366
Threshold uncertainty score0.729

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
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 head0.069
GPT teacher head0.368
Teacher spread0.300 · 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