Vehículos de significación y transformación de la cultura universitaria en Latinoamérica / Vehicles of meaning and transformation of university culture in Latin America
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
This essay is based on the assumption that in order to reform higher education and face the challenges of this change of epoch it is necessary to transform not only teaching practices and organizational structures, but also university culture. So in order to point towards an authentic reform of the university, the analysis and consequent vehicles of meaning proposed by Canadian philosopher Bernard Lonergan are relevant: the intersubjective environment of university, the art that surrounds university life, the language characterizing teacher discourse, the symbols of university tradition and the persons involved in daily life of university classrooms. From the proposal of the seven complex lessons for the education of the future by Edgar Morin (2001), this work provides a matrix that describes some elements for the transformation of vehicles of meaning needed to change university culture in Latin America and may be useful as a research tool to inquire about these elements.
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 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| 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