The Reluctant Migrants: Migration from the Italian Veneto to Central Massachusetts
Bibliographic record
Abstract
Book Review| October 01 2017 The Reluctant Migrants: Migration from the Italian Veneto to Central Massachusetts The Reluctant Migrants: Migration from the Italian Veneto to Central Massachusetts. By Teresa Fava Thomas. Amherst, NY: Teneo Press, 2015. 333 pp. List of figures. $35 (paper). Marc Sanko Marc Sanko West Virginia University Marc Sanko is a PhD candidate in Immigration and Ethnic History at West Virginia University. His work largely focuses on the Maltese communities in Detroit and Toronto in the twentieth century. In addition to academia, Sanko works closely with the Maltese-American Benevolent Society in Detroit curating a digital community archive. Search for other works by this author on: This Site Google Journal of American Ethnic History (2017) 37 (1): 95–96. https://doi.org/10.5406/jamerethnhist.37.1.0095 Cite Icon Cite Share Icon Share Facebook Twitter LinkedIn MailTo Permissions Search Site Citation Marc Sanko; The Reluctant Migrants: Migration from the Italian Veneto to Central Massachusetts. Journal of American Ethnic History 1 January 2017; 37 (1): 95–96. doi: https://doi.org/10.5406/jamerethnhist.37.1.0095 Download citation file: Zotero Reference Manager EasyBib Bookends Mendeley Papers EndNote RefWorks BibTex toolbar search Search Dropdown Menu toolbar search search input Search input auto suggest filter your search All Scholarly Publishing CollectiveUniversity of Illinois PressJournal of American Ethnic History Search Advanced Search The text of this article is only available as a PDF. Copyright 2017 by the Board of Trustees of the University of Illinois2017 Article PDF first page preview Close Modal You do not currently have access to this content.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
How this classification was reachedexpand
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 | 0.002 | 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 | 0.002 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".