Bibliographic record
Abstract
Introduction: 'The Firm Handiwork of Will 9From the 1880s, when her poems first began to appear in Ontario newspapers and magazines, until her spectacular funeral in Vancouver on 10 March 1913, Pauline Johnson captivated English-speaking Canada.A charismatic performer and beloved author, she self-consciously drew on her part-Mohawk heritage to create a public image that fostered her role as spokesperson for Native concerns; in the words of a close friend, 'her unique position as the one Canadian of mixed white and Indian blood articulate in English verse was a source of inexhaustible interest to her own mind.' 1 Our earlier volume, Paddling Her Own Canoe: The Times and Texts ofE.Pauline Johnson (Tekahionwake), examines the complicated issues of race and gender that inform Johnson's life and work.In establishing her historical and cultural significance, we argue in that book that her poetry and prose have been unjustly neglected.This volume of her collected poems and selected prose, more complete than any yet available, offers readers the opportunity to reconsider one of Canada's most significant writers.Johnson's verse, fiction, and non-fiction are ultimately the abiding legacy of a Mohawk-Canadian woman who tested the boundaries of what it meant to be Mixed-race and female in the imperial and patriarchal world of Europe and North America during the decades after the creation of the new Dominion of Canada in 1867.Johnson's lifetime of 1861 to 1913 spans the period from Confederation to the eve of the Great War.This critical era in Canada's history saw change and conflict as the country evolved from a collection of separate colonies to full-fledged nationhood.Although author L.M. Montgomery was later to fantasize that 'a man or woman who was born about 1830 and died in 1913 would have lived his whole life in what was the Johnson's Life and Career Emily Pauline Johnson was born on 10 March 1861 at Chiefswood, the substantial family home on the Six Nations Reserve outside the town of Brantford, in Canada West, now southern Ontario.She was the youngest of the four children of George Henry Martin Johnson (1816-84) and Emily Howells Johnson (1824-98).Her father, a traditional chief, was
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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 | 0.001 | 0.003 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.005 | 0.002 |
| Scholarly communication | 0.006 | 0.003 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.002 | 0.004 |
| Insufficient payload (model declined to judge) | 0.107 | 0.035 |
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".