Handbook introducing facts and figures in support of the Patron platform and principles.
Bibliographic record
Abstract
1st. -Maintenance of British connection.2nd.-The reservation of the Public Lands for the actual settler.3rd.-Purity of Administration and absolute Independence of Parliament.4th.-Rigid economy in every Department of Public Service.5th.-Simplification of the laws, and a general reduction in the machinery of Government.6 th.-The abolition of the Canadian Senate.7th.-A system of Civil Service Reform that will give each County power to appoint or elect all County Officials paid by them, except County Judges.8th. -Tariff for revenue only, and so adjusted as to fall as far as possible upon the luxuries and not upon the necessaries of life.9th. -Reciprocal trade on fair and equitable terms between Canada and the World.10th.-Effectual legislation that will protect labor, and the results of labor, from those combinations and monopolies wh ch unduly enhance the price of the articles produced by such combinations or monopolies.11th.-Prohibition of the bonusing of Railways by Government grants as contrary to public interest.12th.-Preparation of the Dominion and Provincial Voters' Lists by the municipal officers.13th.-Conformity of electoral districts to County boundaries, as constituted for Municipal purposes, as far as the principle of representation by population will allow. (Declaration of Principles on next paje.)ing the Federal principle of government, and that no reform is more urgently- required.Debt and taxation have been increasing at Ottawa at an alarming rate while agriculture, the principal industry, has been suffering from depression consequent on the development of new sources of supply by modern agencies, that is to say, when economy ought to have been the watchword.The fol- lowing table (Public Accounts, 1894), shows the growth of the Dominion debt
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.
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 | 0.007 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.004 | 0.006 |
| Science and technology studies | 0.003 | 0.002 |
| Scholarly communication | 0.005 | 0.005 |
| Open science | 0.002 | 0.002 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.322 | 0.250 |
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".