Ciencias naturales, aislamiento y especulación en Cartas de Amambay y otros textos sobre el Paraguay de Lucio Mansilla
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
Este artículo estudia Cartas de Amambay (1878) y otros textos de Lucio Mansilla sobre Paraguay, donde este realizó una fracasada exploración aurífera tras la Guerra de la Triple Alianza (1864-1870), a fin de dilucidar el encuentro entre literatura y ciencias naturales. Aunque alineado con la ideología de la Alianza, Mansilla elaboró una defensa de la autonomía literaria respecto a su capacidad de representación y conocimiento del espacio del viaje. Esta defensa posee un lado oscuro: su legitimación se sustentó en la invisibilización de la heterogeneidad local, proceso que puede leerse como análogo a la práctica de variadas ciencias naturales finiseculares que tendieron a suprimir saberes y agentes locales.
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 | 0.005 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.000 | 0.003 |
| Science and technology studies | 0.010 | 0.002 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.000 | 0.002 |
| 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