Alcances y dilemas de las transformaciones de la administración pública del Estado-Nación
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
ANALIZA LOS ALCANCES Y LOS DILEMAS DE LAS TRANSFORMACIONES DE LA ADMINISTRACION PUBLICA DEL ESTADO-NACION A PARTIR DEL MODELO PATRIMONIALISTA, PASANDO POR EL BUROCRATICO, LAS REFORMAS A LA ADMINISTRACION PUBLICA, LA PRIMERA GENERACION DE REFORMAS DENOMINADA COMO AJUSTE ESTRUCTURAL Y LA EMERGENCIA DE LA NUEVA GESTION PUBLICA HASTA ALCANZAR LAS REFORMAS DE SEGUNDA GENERACION, TAMBIEN CONOCIDAS COMO REFORMAS INSTITUCIONALES, EN EL MARCO DE LOS PROCESOS DE GLOBALIZACION ECONOMICA Y LA REVOLUCION DE LAS TECNOLOGIAS DE INFORMACION Y COMUNICACION, TIC.
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 | 0.004 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.000 | 0.003 |
| Science and technology studies | 0.002 | 0.003 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.003 | 0.000 |
| Research integrity | 0.001 | 0.002 |
| 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