Past reform struggles and successes - Ontario's assets.
Bibliographic record
Abstract
It is 36 years and more since I made my first appearance in the South Riding of Ontario County as a politician, and 29 years and a few months since I ceased to be the member for the Riding.I don't see to-day many of the old faces that I used to see at political meetings duriug that time.I seem to have survived most of my old South On- tario friends, and of my opponents too; and, though some remain, most of these appear to have left the field of active politics to a younger generation.When I made my first appearance in the Riding I do not know that there were a dozen persons in the Riding who knew me per- sonally, but the electors were made aware that I had the confidence of the great Reform leader, Mr. Brown, and other prominent Reformersof that time, and that they desired to have me in Parliament.I dis- cussed at public meetings in the Riding, the questions of the day ; and, ' in August, 1858, the electors gave me a majority of 491 ; at the third, iu July, 1861, a majority of 669 ; at the fourth, in September, 1863, a majority of 479 ; and at the fifth election, in 1864, I was returned by acclamation.Afterwards, the office of Vice-Chanctllor becoming vacant, and being offered to me, I accepted it, with the concurrence of my colleagues.My political connection with South Ontario then ceased.I thought that my political life, too, had come to an end.But this was not to be.After I had been seven years on the Bench, Mr. Blake resigned his Premiership, and I found that he and his colleagues desired me to take his place.Mr. Brown also urged it ; Senator McMaster
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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 | 0.005 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.003 |
| Science and technology studies | 0.028 | 0.011 |
| Scholarly communication | 0.011 | 0.003 |
| Open science | 0.001 | 0.005 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.020 | 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".