NICARAGUA: SE CONSOLIDA EL ESTADO POR DERECHO (Y SE DEBILITA EL ESTADO DE DERECHO)
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
In 2009, Nicaragua experienced the intensification of three tendencies that have defined the country's politics since the Frente Sandinista de Liberacin Nacional (FSLN), led by Daniel Ortega, returned to power in January of 2007. These tendencies are: the erosion of the fragile democracy that emerged after the collapse of the revolutionary experiment conducted by the FSLN in the 1980s; the fragmentation and polarization of Nicaraguan society; and, the country's increasing economic and political dependency on the government of Hugo Chavez and the regional integration project known as Alternativa Bolivariana para las Amricas (ALBA). These three tendencies share a common root: Daniel Ortega's assumption that the electoral victory of the FSLN in November of 2006 represents the beginning a second phase of the Sandinista Revolution that captured power in 1979 and that came to an end with the electoral defeat of the FSLN in 1990.
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 | 0.005 | 0.014 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.002 |
| Science and technology studies | 0.002 | 0.003 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.003 | 0.001 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.001 | 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