Los migrantes: actores del siglo XXI. Memoria de la Conferencia Metrópolis Internacional México 2015
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
Presentación / Silvia Núñez García; Nota de la coordinadora / Note from the Compiler / Silvia Núñez García; México como país de expulsión, recepción y tránsito de migrantes / Mexico’s Dynamic Migration Environment; Mi travesía de migrante a lo largo de treinta años / P. Flor Maria Rigoni; Relevancia de la migración Sur-Sur / South-South Migration Gets Its Due; South-South Migration: what Kinds of Shifting Trends? / Jean-Baptiste Meyer; Governing Mobility and Difference in Africa’s Urban Estuaries/ Loren B. Landau; Migración y megaciudades / Migration and Megacities; China’s Urbanization, Population Flow, and Regional Disparities in Economic Development / Huiyao (Henry) Wang; Megacities and migration: understanding the costs and benefits of migration / Michael Keith; Megacities and Migration in the Context of Sustainable Development / Keiko Osaki-Tomita; Mujeres migrantes: su inserción laboral en la esfera doméstica / How Women Migrants Have Moved Domestic Work and Care Giving into the Marketplace; Derechos de las mujeres migrantes y economía global de cuidados / María de la Paz López Barajas; El trabajo doméstico en el contexto de la migración internacional y su profesionalización / Laura Thompson; How Women Migrants Have Moved Domestic Work and Care Giving into the Marketplace / Elizabeth Tang; Migración y objetivos de desarrollo sostenible post-2015 / Migration and the Post 2015 Sustainable Development Goals; Harnessing the Potential of Student Returnees / Anita Ghimire; Competencia global por la atracción de estudiantes / The Global Competition for Students; Talent Mobility and International Development: Issues, Experience, and Policies / Andrés Solimano; Crimen organizado y tráfico de personas / The Growing Role of Organized Crime in Human Smuggling and Trafficking; Crimen organizado y trata de personas: una perspectiva desde la Unión Europea / Emiliano García Coso; La migración en el cine / Migrants in the Movies; The Documentary and Migrant Workers in Canada / Min Sook Lee; Sobre los autores; About the Authors
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 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.001 | 0.002 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.003 | 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