Paraguay Natural Ilustrado by José Sánchez Labrador SJ: Between the American Experience and Exile
Bibliographic record
Abstract
Abstract This paper analyzes the work Paraguay Natural Ilustrado and discusses the impact that the American experience and the later exile in Italy had in the trajectory and intellectual production of its author, Jesuit priest José Sánchez Labrador. The four volumes have evidence of the scientific advancements in Europe in the second half of the eighteenth century, due to his contact with other exiled Jesuits and the collection of the Library of Ravenna, along with his observations of American nature and the indigenous populations of the Jesuit Province of Paraguay. His experience for thirty-four years in the Americas, and later in exile, unmistakably are present in Paraguay Natural . It contributes significantly to the reconstitution of the circulation process and appropriation of botanical knowledge and of the intellectual environment in which the Jesuit brothers and priests were in, both in the missions among the natives in America, as well as in Europe in their exile.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.006 | 0.006 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.000 | 0.002 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.003 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".