Bibliographic record
Abstract
In April 1912, the third Irish Home Rule Bill was introduced in the British House of Commons. The north of Ireland erupted with protests opposing Home Rule for Ireland, claiming it would mean “Rome Rule.” Ulster Protestants were particularly opposed to Irish Home Rule and made certain that its implementation would fail. Orange Canadians were interested in events in Ireland to such an extent many became active participants in those events, through moral, material, and even physical support of the Ulster unionist opposition to the implementation of Irish Home Rule. This Orange Canadian response and demonstration of fidelity with their Irish co-religionists is often overlooked by historians of the Canadian Order. Canadian Orangemen maintained strong connections with their brethren in Ireland, and viewed themselves as a North-American counterweight to the strong support Irish nationalists found in the United States. These determined expressions of support for the stance taken by their Orange brethren in Ireland continued over such a long period of time, and were demonstrated with such intensity, that these expressions of fidelity and support to Irish Protestants generally should not be viewed as a fleeting chant, or as anachronistic, but should be viewed in the larger context of transnational Orange solidarity and brotherhood.
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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 | 0.002 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.004 |
| Science and technology studies | 0.053 | 0.016 |
| Scholarly communication | 0.009 | 0.002 |
| Open science | 0.002 | 0.005 |
| Research integrity | 0.003 | 0.005 |
| Insufficient payload (model declined to judge) | 0.015 | 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".