Engajamento acadêmico através do fazer
Bibliographic record
Abstract
Este artigo reconstrói a revisão do livro acadêmico ao responder a “Pesquisa e Ensino baseados nas artes e nas Práticas Contemplativas”, editado por Walsh, Bickel e Leggo, em 2014, um texto rico e sagazmente pensado que informará o futuro do campo simbiótico das artes e práticas contemplativas no currículo. Os autores respondem à antologia através da Praxis Parallaxic, um modelo de pesquisa que desencadeia abordagens artísticas contemplativas que a equipe usou especificamente para enfrentar os desafios contemporâneos de tempo, atenção e conexão. O livro reestrutura as possibilidades de aprendizagem dentro do espaço interativo entre o sujeito e a experiência e, por sua vez, ilustra o engajamento acadêmico por meio da realização de uma prática sustentável e deliberada de ações contemplativas e críticas.
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.
How this classification was reachedexpand
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 | 0.000 |
| Meta-epidemiology (narrow) | 0.002 | 0.002 |
| Meta-epidemiology (broad) | 0.002 | 0.002 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.009 | 0.002 |
| Scholarly communication | 0.064 | 0.002 |
| Open science | 0.003 | 0.001 |
| Research integrity | 0.000 | 0.002 |
| Insufficient payload (model declined to judge) | 0.004 | 0.002 |
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; both teacher heads agree on what is shown here.
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".