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Record W299939199

La Migra in the Mirror: Immigration Enforcement, Racial Profiling, and the Psychology of One Mexican Chasing after Another

2009· article· en· W299939199 on OpenAlexaboutno aff
César Cuauhtémoc García Hernández

Bibliographic record

VenueAlbany law review · 2009
Typearticle
Languageen
FieldSocial Sciences
TopicLaw, Rights, and Freedoms
Canadian institutionsnot available
Fundersnot available
KeywordsRacial profilingImmigrationLaw enforcementLawCriminologyPopulationJurisprudenceSupreme courtPolitical scienceSociologyEnforcementProfiling (computer programming)Immigration lawGender studiesRace (biology)Demography
DOInot available

Abstract

fetched live from OpenAlex

Good morning, it is a pleasure to be here. I would like to thank Professor Anthony Farley, the editors of the Albany Law Review, and the Albany Law Journal of Science & Technology for inviting me in, and for all of you for being here this morning. I would like to spend my time this morning talking about racial profiling. Specifically, I plan to discuss one area of the law where racial profiling remains firmly embedded explicitly in several decades of U.S. Supreme Court jurisprudence. In the area of immigration law enforcement, racial profiling remains alive and well. I plan to address the implications, specifically, of race-based immigration policing in South Texas, where the vast majority of the population is of Mexican ancestry and where the Border Patrol heavily relies on agents of Mexican ancestry to enforce its race-based immigration policing calculus. I argue that in South Texas, the Border Patrol's reliance on Mexican-Americans to police the border creates a dichotomized intragroup racial divide that is destructive of the people who are charged with doing the policing, that is destructive of the people who are being targeted, and that is destructive of the very social fabric that has held the communities along the border together for generations. In the early and mid-1800s--to give a brief historical overview of this region--the Rio Grande River served as a unifying force for communities in this region. It was a source of commerce for the early communities that sprang up along both sides of the river. Back then, obviously, both sides of the river were part of the same country. After a lot of bloodshed, by the turn of the twentieth century, the Rio Grande had become firmly established as a political boundary between Mexico and the United States of America. (1) Nonetheless, it remained a largely porous border. Into this scene entered the Border Patrol. From its origins in the 1920s and the immediate aftermath of the Mexican Revolution-when unprecedented numbers of Mexican refugees entered what was, by then, the southwest of the United States of America--the Border Patrol's purpose has been to interfere with immigrants' endeavors to enter into this country. The agency's focus then was on the nation's southern border, and the focus has not changed since then. By the early 1930s, the Border Patrol was apprehending nearly five times as many suspected, undocumented people along the nation's southern border, as it was along the nation's Canadian border. (2) In those early years, the Border Patrol in Texas was comprised mainly of young gun slingers. (3) These were individuals who had been recruited from the Texas Rangers, the state police force, which, to say the least, did not have a very peaceable relationship with the Mexican population of South Texas. (4) The Border Patrol's charge, then, was to enforce immigration laws (5)--laws that from a very early period had embraced racism and by the turn of the twentieth century, were beginning to be imbued with a criminal aspect as well. In 1919, for example, Congress for the first time enacted a law requiring that everyone seeking to enter the country go through a formal admissions process, the predecessor of the admissions process that we all go through today anytime we want to enter into the country. (6) Ten years later, in 1929, Congress added another component to this, which was that failure to seek and acquire admission through the formal admissions process constituted a crime--it constituted a criminal misdemeanor--punishable by imprisonment. (7) These changes had a significant impact on the Texas border region, where generations of residents had gone back and forth across the river without regard to government regulation. The free flow of people across the river continued, only now their travels were either lawful or unlawful, depending on whether they complied with the government regulations. (8) Today, the Border Patrol maintains a constant presence in the Texas border region. …

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.004
metaresearch head score (Gemma)0.005
Version: metacan-v3-hybrid-931329e0061cValidation 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 score0.018
Threshold uncertainty score0.037

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0040.005
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0150.014
Scholarly communication0.0070.007
Open science0.0010.004
Research integrity0.0030.006
Insufficient payload (model declined to judge)0.0030.000

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 head0.029
GPT teacher head0.345
Teacher spread0.316 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designQualitative
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

Citations1
Published2009
Admission routes1
Has abstractyes

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