From the Atlantic to the Mediterranean: the voyage of Rui Teixeira to the Italian Peninsula from Portugal
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
De l'Atlàntic al Mediterrani: el viatge de Rui Teixeira a la península italiana des de Portugal L’article considera l’interès que tenien les comunitats mercantils i a la diàspora a l’hora de cercar refugi segur a la Itàlia moderna a partir de l’exemple del mercader Rui Teixeira, que l’any 1593 va ser convidat tant per Roma com pel Gran Ducat de la Toscana a establir-se a Itàlia amb la seva família. Atesa la seva condició de resident a Portugal i al Brasil durant molts anys, va aprofitar l’experiència americana per obtenir la invitació per sortir de Portugal juntament amb la seva família. Aquest fet suggereix que pertànyer a una minoria mòbil amb vincles comercials que travessaven l’Atlàntic despertava un interès pel món atlàntic que ja hi havia, especialment a la Toscana de finals del segle XVI.
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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 | 0.003 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.002 |
| Science and technology studies | 0.004 | 0.003 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.006 | 0.002 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.004 | 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