La raccolta delle rimese degli Italiani in Canada nei documento del Banco di Napoli (Servizio Emigrati: 1908-1927): 1908-1927)
Bibliographic record
Abstract
The Italian emigration to America was a phenomenon of huge dimensions of the contemporary age: the large Italian community in the US has been the subject of numerous insights historiographical, literary, film, besides being now an integral part of the history, of the economy and, in general, of the American society.However, part of the emigrants chose different destinations: Latin America, Canada. This article focuses on the birth and the integration in the Canadian economy of the first Italian community −at the beginning of '900− which would have formed the basis for increased levels of migratory flows, after World War II.The research, historical-economic cutting, highlights especially the financial aspect of the story, and presents a detailed analysis −based on the documentation of the Migrant Service of the Historical Archive of the Banco di Napoli− about the collection and delivery at home of remittances from the Canadian banks responsible: a phenomenon that incremented with the growth of the Italian-Canadian community.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.005 |
| Science and technology studies | 0.009 | 0.003 |
| Scholarly communication | 0.004 | 0.001 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.009 | 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".