Spend your vacation in Ontario : Canada's premier province, the lakeland playground of America.
Bibliographic record
Abstract
The Province of Ontario is the central section of the Dominion of Canada fronting on the south the great international waterways of North America and on the north the tidal waters of Hudson Bay.It lies between the western boundary of Quebec and the eastern limits of Manitoba, a distance of 1,000 miles.The total area is 407,262 square miles, of which the waters of lakes and rivers cover 41,382 square miles.The province is equal in area to eight of the nearby States combined.The virginal forest types were mixed belts of hard- woods and pine along the St. Lawrence watershed and dense growth of coniferous varieties, extensively of the spruce species, on the Hudson Bay watershed.Many varieties of climate and soil are encountered in the already settled parts of Ontario.History The past of Ontario is merged with the French regime in Canada.It was out of New France that Champlain, and, after him, the Christian missionaries and explorers, came to find the western waterways of the Ottawa, the Great Lakes and the Mississippi, leaving upon the earliest record of Ontario the glorious page of Old Huronia deeply steeped in Frenchheroism.After the division of the Province of Quebec into Upper and Lower Canada came the development of English-speaking Ontario upon the foundations laid by the United Empire Loyalists.The Province has steadily maintained lead- ership since Confederation in 1867, in respect to population, manufacturing, agriculture and finance.(Himate T~^he climatic features of a territory as -*large as Germany and France com- ined, with vast inland water spaces on the south and the sea on the north, display great variety.The southern portions of Ontario enjoy favorable climatic conditions the year round, while along the height of land, north
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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 | 0.009 | 0.001 |
| Scholarly communication | 0.003 | 0.001 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.402 | 0.101 |
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".