Institutional Strategies for the Teacher Training at a Brazilian Public University in Brazil—Elements of Reflection
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
University pedagogy has been promoted in the context of the policy for valuing undergraduate training at the University of São Paulo (USP). In this regard, one action of the Undergraduate Pro-Rectory was the creation of pedagogic support groups. The objective of this study is to report and analyze the strategies for university teacher training developed by the Pedagogic Support Group at the Ribeirão Preto Campus (GAPRP/USP–Grupo de Apoio Pedagógico do Campus de Ribeirão Preto), during the period from 2002 to 2015. The group takes on a conception of teacher training that extrapolates the technical dimension, considering political-social and historical determinants that have shaped the university, undergraduate teaching, and the faculty, as well as the valorization of strategies promoting reflection, theoretical-practical articulation, and collective learning. During the day-to-day monitoring of these education strategies, a few aspects are highlighted and analyzed: identification of the need for pedagogic training as an individual initiative of the teaching staff, despite the policies for valuing undergraduate training; investment in continuous educational strategies and the education undergone by the faculty that compose GAPRP/USP. To conclude, teacher training means to value the construction of a political project so as to qualify university teachers.
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 | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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