Bibliographic record
Abstract
Offers a detailed account of the political and military history of the Irish American Fenian Brotherhood in the nineteenth century. In what is now largely considered a footnote in history, Americans invaded Canada along the Niagara Frontier in 1866. The group behind the invasion-the Fenian Brotherhood-was formed in 1858 by Irish nationalists in New York City in order to fight for Irish independence from Britain. At the end of the American Civil War, Fenian leaders attempted to use Irish Americans, many of them combat veterans, to seize Canada and make it the "New Ireland" as a means to force the British from "old" Ireland. New York State was both the epicenter of Fenian leadership and a key support base and staging area for the military operations. Although relatively short-lived and with some of its military operations being somewhere between farce and tragedy, the Fenian Brotherhood had a very important impact on nineteenth-century New York and America, but remains largely forgotten. In Rebels on the Niagara Lawrence E. Cline examines not only the Fenian operations and their impact on Canada, but also the role the United States and New York played in both the initial support for the Fenian movement and its subsequent collapse in America.
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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) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.006 | 0.002 |
| Scholarly communication | 0.003 | 0.002 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.003 |
| Insufficient payload (model declined to judge) | 0.040 | 0.008 |
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".