Anti-Immigrant Sentiments, Actions, and Policies: the North American Region and the European Union / Sentimientos, acciones y políticas antiinmigrantes: América del Norte y la Unión Europea
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.
Bibliographic record
Abstract
Introduction /Mónica Verea; Introducción / Mónica Verea; Visión General; Aproximaciones teóricas para entender las políticas migratorias restrictivas y los sentimientos antiinmigrantes en el siglo XXI / Mónica Verea; Conflicto social; América del Norte; Constitutional Failure or Anti-Immigrant Success? Local Anti-Immigrant Ordinances and Sentiments in the United States / Liette Gilbert and Kathy A. Kolnick; The Complexity of Immigration Attitudes in the United States:Public Opinion; the Border States of Arizona and California / Frederic I. Solop and Nancy A. Wonders; State-Level Immigrant-Related Legislation: What It Means for the Immigration Policy Debate / Robert Donnelly; Local Anti-Immigration Politics in California’s Inland Empire / Michal Kohout Mixed-Immigration-Status Households in the Context of Arizona’s Anti-Immigrant Policies: Implications for Health Care Disparities / Anna Ochoa O’Leary and Azucena Sanchez; Sentimientos antiinmigrantes en el estado de Georgia / Elaine Levine; “Godzilla con sombrero de charro”: visiones testimoniales y el imaginario anti(in)migrante estadunidense post-11 de septiembre / Claire Joysmith; Constructing Security on the U.S.Mexico Border: An Analysis of the Minutemen Movement / Julie Dufort; “This is America — Speak English.” The English-Only Movement and Anti-Immigrant Sentiments in the United States / Anna Kaganiec-Kamienska; Xenofobia y discriminación en México / Manuel Ángel Castillo y Germán G. Guerra; Anti-Immigrant Sentiment in Canada / Yolande Pottie-Sherman and Rima Wilkes; Economic Opportunity; La situación de los inmigrantes ilegales en Canadá; Unión Europea; The Future of the European Social Policy Model and perceptions of immigration / Xavier Escandell; Migration to Europe in an Age of Terror: What Effect on Public Opinion? / Anthony M. Messina; Anti-Immigrant Politics and the Crisis of Models of Integration in Western Europe: A Critical Perspective / Christophe Bertossi; Anti-Immigrant Sentiments; Similitudes y particularidades del endurecimiento del control fronterizo en España; y Estados Unidos entre 1989 y 2010 / Guillermo Alonso y Michal Weres; Las consignas antiinmigración en los partidos políticos españoles. Los casos de Democracia Nacional y Plataforma per Catalunya / Pablo Nicolás Biderbost Moyano
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 imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.002 | 0.002 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it