Bibliographic record
Abstract
the mother country-that grand old country from which we all hail.(Cheers.)I have watched his progress in life, and I find him now with not less earnestness, with not less enthusiasm, but with matured mind and with the experience that he has gained by long, intelligent, and vigilant observation of public affairs, now standing one of the first journalists in Canada (enthusiastic cheers), worthy of this demonstration, and worthy of the exertions which have been made for him by the true electors of Western Montreal.It is true that, he has told us, he is a defeated candidate, and no one more regrets that defeat than I do ; not only on my own account, but on account of the party of which, for the present at all events, I may be considered the leader (cheers).Mr. White has this consolation, that the loss is to his party, the great Conservative party, that the loss is to the City of Montreal (we know it) -that the loss is to myself who looked forward hopefully to having him acting with me, fighting with me, battling, as I said a few evenings ago, with the beasts at Ephesus.(Cheers.)But, in truth, it has been no defeat; it is a great triumph, for he had the real honest vote of West Montreal, and he has in this demonstration the testimony of the wealth, intelligence, enterprise and commerce of Montreal.(Cheers.)I might, gentlemen, at this late hour, content myself with making these remarks (No! no !!go on !) and with thanking you for the honor conferred upon Her Majesty's Opposition ; only that being a lawyer I am fond of precedents, and I find that at a similar banquet, perhaps not quite so numerously attended, which took place in Montreal in honor of a most estimable gentleman, Mr. Frederick Mackenzie, his namesake, the Premier of the Dominion, took occasion to enter into some of the political questions of the day, and following that precedent, I shall, with your permis- sion, do the same.(Loud cheers.)Gentlemen, I feel bound to follow the example set me by the Premier of Canada-by the Hon.Alexander Mackenzie-for we must be careful to .«peak of him as the Hon.Alexander Mackenzie in the future.(Laughter).AYe all got a lesson lately, which I know you will take to heart, in politeness and deportment.We were told that no more must he be styled Sandy Mackenzie (renewed laughter) : that no more must such an one be spoken of as Archie McKellar
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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 | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.003 | 0.002 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.539 | 0.380 |
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".