Políticas migratorias locales, paradiplomacia migratoria y federalismo mexicano en acción
Bibliographic record
Abstract
Este artículo propone un planteamiento teórico-metodológico de conceptualización y análisis de las políticas migratorias locales y la paradiplomacia migratoria. Emplea una metodología longitudinal de observación y recolección de datos sobre las Oficinas Estatales de Atención a Migrantes (ofam) en México, durante una década, entre 2010 y 2020, explicando cómo se configura el federalismo migratorio mexicano y, en particular, cómo responde a las articulaciones de las dinámicas migratorias internacionales convergentes en México, por situarse en los corredores migratorios que conectan Mesoamérica con América del Norte. Palabras clave: Políticas migratorias, Paradiplomacia, Gobierno local, Federalismo, México
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 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 | 0.006 | 0.003 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.001 | 0.005 |
| Science and technology studies | 0.010 | 0.003 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.003 | 0.001 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.002 | 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; both teacher heads agree on what is shown here.
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".