Bibliographic record
Abstract
Abstract Basques formed a minority ethnic group whose diaspora had a significant impact on the history of colonial Latin America. Basques from the four Spanish or peninsular Basque territories—the Lordship of Vizcaya, the provinces of Álava and Guipúzcoa, and the Kingdom of Navarra—migrated to the New World in significant numbers; the French Basques were also prominent in the Atlantic, particularly in the Newfoundland fisheries. The population density of the Basque Atlantic valleys, which was the highest of any region in Spain, was an important factor that encouraged emigration. And, in response to demographic pressure, in the second half of the 15th century most villages and towns adopted an impartible inheritance system that compelled non-inheriting offspring to seek their fortunes outside the country. Castile was the immediate choice for the Basque émigré, but after 1492 America gradually became an attractive destination. Outside their home country, their unique language and sense of collective nobility (hidalguía universal) were to become two outstanding features of Basque cultural identity. The Basques’ share of total Spanish migration to the New World increased significantly in the second half of the 17th century. By the 18th century they were one of the largest and most influential peninsular regional groups in America. The typical Basque émigré was a young, single man aged between fifteen and thirty. In the New World they left their mark in economic activities that their countrymen had developed in their homeland for centuries: trade, navigation, shipbuilding, and mining. Furthermore, Basques’ collective nobility and limpieza de sangre (blood purity) facilitated their access to important official positions.
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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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.008 | 0.001 |
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".