Opinión pública y participación política: estudio de caso de la mesa amplia nacional estudiantil, MANE, y la discusión sobre educación superior en Colombia durante el periodo 2011-2013
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
Este proyecto de investigación tiene como fin analizar los aportes de las acciones comunicativas en la construcción de Opinión Pública, propiciadas durante el proceso de Reforma a la Educación Superior en Colombia en el período 2011-2013 por el movimiento estudiantil colombiano, Mesa Amplia Nacional Estudiantil, MANE. Así mismo, explicar la MANE, desde la perspectiva de Público Ilustrado y Opinión Pública planteada por Jürgen Habermas; teniendo en cuenta que la participación, es un mecanismo con diversidad de dificultades a la hora de concurrir en escenarios políticos, especialmente en aquellos donde se desarrollan habilidades comunicativas y se adoptan soluciones de participación juvenil.
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 | 0.003 | 0.005 |
| Meta-epidemiology (narrow) | 0.002 | 0.002 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.004 | 0.001 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.003 | 0.003 |
| Insufficient payload (model declined to judge) | 0.000 | 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