Brazil’s foreign policy and health (1995-2010): A policy analysis of the Brazilian health diplomacy – from AIDS to ‘Zero Hunger’
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
ABSTRACT This article analyses, from a policy analysis approach, how health entered Brazilian foreign policy between 1995 and 2010 and supported the country’s international position, which is rarely explored in the literature on Brazilian health diplomacy. By drawing on literature review, document analysis and key-actor interviews, we examined policies triggered by far-reaching and complex historical change processes in Brazil. We find significant interrelationships between foreign policy and social policy, including health. The internationalization of Brazilian domestic policies, and South-South cooperation, played a central role during Lula governments (2003-2010). Health found its way into the foreign policy agenda to support Brazil’s growing international presence. These developments were made possible by the activism and engagement of several of State and non-State actors working on two levels: national and transnational advocacy, and coordinated activities of government representatives, including Brazilian diplomats, and civil society activists. The main argument of this study is that national and international policies are intertwined in this process and that domestic dynamics and societal engagement are essential but more is needed: governmental choices are also determinant. Institutional arrangements and policies shift in different conjunctures and are constantly prone to conflicts and change.
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) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.002 | 0.009 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.001 |
| 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