Tres premisas para entender y explicar la migración México-Estados Unidos
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
La migracion Mexico-Estados Unidos es un fenomeno social de caracter centenario, que involucra a millones de personas y que se materializa entre paises vecinos. Estas tres caracteristicas: historicidad, masividad y vecindad son, en esencia, lo que puede distinguir a la migracion de origen mexicano, de otras tantas, que se dirigen y se han dirigido a Estados Unidos. Ninguna corriente migratoria a la Union Americana, que provenga de un solo pais, ha durado mas de cien anos, salvo el caso mexicano; no existe un flujo migratorio mayor que aquel que proviene de la frontera sur y solo la migracion de Mexico y la muy secundaria de Canada pueden considerarse, como un fenomeno que se da entre paises vecinos.1 En este articulo se pretende definir en esencia, lo que constituye el nucleo basico de la migracion Mexico-Estados Unidos, aquello que lo distingue de otros procesos y por tanto lo define como un fenomeno social particular y diferente.
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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.003 |
| Science and technology studies | 0.001 | 0.002 |
| Scholarly communication | 0.000 | 0.002 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.013 | 0.001 |
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