Steam Writing in the Urli Daiz: William Orr, the Canadian Phonetic Pioneer, and the Cause of Phonographic Reform (pp 57-92)
Bibliographic record
Abstract
In the early 1850s, a young and reform-minded phonographer named William Orr , based in Oshawa C.W., devised an ambitious plan to promote phonography and reformed spelling throughout Canada West and the British North American colonies. A promoter of Pitman shorthand, the editor and publisher of the journal the Canadian Phonetic Pioneer (1859-1861), and in all probability the country's first phonotypographer, Orr was considered in his own day to be a "fonetic pioneer" and even today can be considered an innovator in the fields of media and communications. This essay reconstructs the life and work of William Orr and the publishing history of the Canadian Phonetic Pioner, traces his involvement in the politics of the international phonographic community, and looks at related mid-century efforts to promote the "art phonographic" (through platform demonstrations, new associations, and Mechanics' Institute classes). "Spelling reform" is placed here, as it was for its practitioners, in the context of other mid-century social reform movements.
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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 | 0.002 | 0.004 |
| Science and technology studies | 0.013 | 0.008 |
| Scholarly communication | 0.007 | 0.002 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.019 | 0.003 |
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".