40 Años de Democracia: Lo Viejo y lo Nuevo en la Política de los Ciclos Económicos Argentinos
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
El ensayo analiza la economía política de Argentina a partir de 1983, y la compara con los ciclos políticoeconómicos de posguerra en el SXX. Señalamos la sorprendente persistencia de ciclos con características similares a los predemocráticos, y la vez cambios clave en los actores económicos y su relación con el sistema político: la alianza ofensiva y su nueva vinculación con la centroderecha política, el surgimiento de una alianza defensiva con sindicatos más autónomos del Estado y el PJ y trabajadores informales, la modernización y diversificación del sector agropecuario que influye en los ciclos económicos y en la política, la hegemonía organizativa de la UIA en la industria, y el surgimiento de un los "unicornios", sector intensivo en tecnología con activismo político.
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 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.002 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 0.004 |
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