Democratización y escuelas secundarias de la Educación Permanente de Jóvenes y Adultos: un panorama desde las producciones académicas recientes
Bibliographic record
Abstract
This article reviews recent academic productions on secondary schools within the Permanent Education for Youth and Adults (EPJA, by its Spanish acronym) in Argentina. The central hypothesis is that these institutions foster pedagogical developments aimed at educational democratization, as identified in specialized literature. Methodologically, the study is based on documentary research, analyzing federal-level productions published since 2006. The article offers an interpretative overview structured around four thematic axes: (i) public responsibility in EPJA, the quantitative expansion of educational rights, and regulatory frameworks; (ii) curricular content for youth and adults, the social function of the modality, and students’ engagement with school knowledge; (iii) representations of learners, dynamics of recognition, and subjective transformations within EPJA; and (iv) youth identities and intergenerational relationships. Drawing on the reviewed academic literature and acknowledging the complexities and underlying tensions, this work examines pedagogical conceptions, educational practices, and student experiences that contribute to greater equity within the modality.
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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 | 0.002 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.001 | 0.002 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.000 | 0.002 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.005 | 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".