Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
This chapter examines the early career of Ogle R. Gowan, the founder of the official Orange Order in Canada and his quest for respectability in political life and within the colonial establishment. Gowan introduced a more belligerent construction of Irish loyalist manliness than had existed prior to his arrival in Upper Canada. His public representation of Irishness centred on defending Protestantism, the fraternalism of the Orange lodge, and extreme loyalty to the Crown. The chapter traces his path from Co. Wexford to Upper Canada, and how he presented Orangeism as a vital transatlantic link between Ireland and the Canadas. The chapter also investigates how Gowan’s wife, Frances, was involved with his first cousin, James R. Gowan, and the implications which that close relationship had on James’ decision to abandon Orangeism in favour of a successful public career that his cousin Ogle was never able to attain.
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.
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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 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 it