Transnational Anticorruption Law in Action: Cases from Argentina and Brazil
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
Debates over whether transnational and international legal institutions are fair, effective, or legitimate responses to corruption of local public officials have an important empirical dimension. We use case studies to examine whether foreign legal institutions serve as fair, effective, and legitimate complements to local anticorruption institutions. We refer to this set of claims as the “institutional complementarity theory.” The first case study centers on proceedings concerning bribes paid by subsidiaries of Siemens AG, a German company, to obtain and retain a contract to provide national identity cards for the Argentine government. The second case study examines events stemming from overbilling in the construction of a courthouse in Brazil. Analysis of these cases suggests that the institutional complementary theory is credible. At the same time, the findings suggest that local institutions have greater potential, and foreign institutions have more limited potential, than the theory assumes.
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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 | 0.001 | 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) | 0.001 | 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