Identidades y culturas en mutación. La inmigración centroamericana en Canadá y Estados Unidos
Bibliographic record
Abstract
Cet article examine les répercussions des migrations au Canada et aux, s’appuyant sur des données statistiques et les théories de Charles Taylor, Will Kymlicka et Robert Reich quant aux droits des minorités et aux identités collectives, ainsi que sur les études de Stephen Castles sur la migration. Souhaitant replacer la migration de l’Amérique centrale dans un contexte sociopolitique large afin de mieux l’analyser, l’auteur expose en premier la politique de migration des États-Unis et l’opposition des groupes conservateurs à l’immigration, notamment l’immigration latino-américaine, pour ensuite étudier l’impact de la migration sur l’économie, l’identité et la vie quotidienne dans les pays d’Amérique centrale et sur les immigrants eux-mêmes. En somme, cette étude rend compte de l’impact culturel de la migration et des implications politiques du discours conservateur contre l’immigration.
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 imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.003 |
| Science and technology studies | 0.010 | 0.005 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.004 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".