TEACHING SPANISH IN THE UNIVERSAL MONARCHY: TOMÁS PINPIN'S GRAMMAR FOR TAGALOGS (1610)
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
ABSTRACT In 1610, a Tagalog printer named Tomás Pinpin published a Spanish grammar in Tagalog that was intended to help natives avoid errors and misunderstandings in their interactions with Spanish colonizers. This article attempts to clarify the book's genesis and to contextualize it within the global expansion of Spanish. Pinpin exemplifies a pattern whereby Spanish was taught by colonial subjects on their own initiative and following their own criteria. At the same time, his grammar is associated with a missionary translation project in which the printers, among them Pinpin himself, were non‐Spanish. This text thus offers an opportunity to broaden understandings of early modern colonial translation and linguistic description by stressing the creations of native collaborators.
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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) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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