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
<p>A Literatura Afro-Brasileira representa a desconstrução do clássico e do cânone estabelecido a partir de um conceito de arte literária calcado na estética europeia, na medida em que vem suplementar a Literatura Nacional, assim como o Quilombo de Palmares representou a busca pela construção do ideal libertário do negro escravizado.</p> <p> </p> <p>No âmbito desse contexto, é relevante o estudo da obra de Joel Rufino dos Santos, o romance histórico <em>Zumbi</em>, da Coleção Biografias, como contranarrativa da nação brasileira e fruto de um posicionamento que faz a <em>antropofagia</em> da <em>antropofagia</em> oswaldiana. Este artigo busca ressaltar a personagem Zumbi dos Palmares, que passa de vilão da nossa História, aos olhos de uma sociedade escravocrata e patriarcal a herói da Literatura, na obra de Rufino.</p>
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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.002 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.005 | 0.001 |
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