History's "Refuse": Benjamin, Galeano, and the "Power to Create"
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
Eduardo Galeano, autor uruguayo de Memoria del fuego, (1982, 1984, 1986), historia revisionaria de Americas en tres vol?menes, ha desarrollado un acercamiento a la historiograf?a que desestabiliza la narrativa tradicional del pasado, de la historia oficial, a trav?s del uso de archivos alternativos, narraciones sincr?nicas y no lineales, materiales encontrados, relatos alegorizados y condensados de acontecimientos familiares, mitos ind?genas y una mir?ada de otras estrategias y t?cnicas. Al mismo tiempo, Galeano aboga por la responsabilidad ?tica inherente en el presente hist?rico como fundamento para un futuro condicional, futuro capaz de transformarse a medida que se va haciendo. La historia desobediente, disonante, disidente, viene a ser el medio de movilizar alternativas contra las rutinas de la obediencia que gobiernan el sistema de silencio y miedo. La historia, como la practica Galeano, recupera voces silenciadas y marginalizadas para convertirlas en testigos de la memoria en contra de la amnesia.
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 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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