Gender Policy and State Architecture in Latin America
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
Latin American countries display wide variation in gender equality and organized women's capacity to mobilize and influence policy outcomes. Yet there are also many similarities in the region's political systems and sociocultural contexts that affect women's politics and its impact. These include presidential systems that, in theory, divide power among the executive, legislative, and judicial branches, but often concentrate power in the executive; deep social and regional inequalities; and the influence of organized religion. How these factors affect women's lives, however, is also shaped by vertical divisions of powers. Although only four Latin American states are federations (Argentina, Brazil, Mexico, and Venezuela), most other countries undertook decentralization in the last two decades, transferring service delivery and program implementation (but not taxing authority) to regional or local levels. Because in some cases decentralization occurred under authoritarian regimes, or in newly democratizing states in the midst of fiscal crises, it has not ultimately deepened Latin American democracy.
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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) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| 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