Tasas de retorno, incentivos a permanecer en actividad y efectos redistributivos de un sistema jubilatorio : caso de estudio Caja de Jubilaciones y Pensiones de Profesionales Universitarios
Bibliographic record
Abstract
Con el objetivo de evaluar la cobertura en contingencias de Seguridad Social ofrecida por la Caja de Jubilaciones y Pensiones de Profesionales Universitarios (CJPPU) se realizó un análisis basado en trayectorias simuladas de contribuciones y prestaciones. Los resultados fueron sistematizados y caracterizados en regresiones de la tasa de retorno a través de la metodología de superficies de respuesta. Estos indican la existencia de una amplia dispersión en la tasa de retorno entre trayectorias posibles, transferencias entre agentes sin justificación aparente, sesgos regresivos y mínimos incentivos a permanecer en actividad una vez configurada causal de jubilación.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.004 | 0.013 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.004 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".