Indicadores de calidad de vida laboral de profesores de instituciones de educación superior públicas: una comparación entre Brasil y Canadá
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
O principal objetivo desse artigo é avaliar os indicadores de qualidade de vida no trabalho (QVT) para os professores universitários, e comparar os indicadores de QVT em universidades públicas no Brasil e no Canadá. A amostra deste estudo é constituída por 205 professores de Minas Gerais e 269 do Quebec. Os dados foram coletados através de um questionário online aplicado em fevereiro e março de 2013. Três diferenças significativas foram encontradas entre as duas amostras: sentido no trabalho, comprometimento afetivo e comprometimento de continuidade. Os professores brasileiros parecem encontrar mais sentido no trabalho do que os canadenses e têm mais comprometimento afetivo com suas instituições.
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 | 0.004 | 0.005 |
| Meta-epidemiology (narrow) | 0.002 | 0.001 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.005 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.003 | 0.003 |
| Insufficient payload (model declined to judge) | 0.001 | 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