Pioneer farm and the Wabigoon country, Rainy River district : a new section opened for settlement : information as to the country and its capabilities : an account of the farm established there by the Ontario Government.
Bibliographic record
Abstract
In the extreme western section of Ontario, about 217 miles west of Port Arthur, 80 miles east of Rat Portage, and 215 east of Winnipeg, is situated what Hon.John Dryden, Ontario's Minister of Agriculture, has appropriately called his " Pioneer Farm."A pioneer it certainly is, for the region is an entirely unsettled one, being a part of that territory until recently in dispute between Ontario and the Dominion.The farm itself is located immediately at the crossing of theWabigoon river by the O.P.R., and a full view may be had of it from the rail- way train as it passes.It is here that the first steps have been taken by the Ontario Government to open up for settlement a section of country that hitherto was a complete wilderness.A year ago not an acre had been cleared, not a fur- row struck, nor any seed sown ; to-day a crop has been grown and gathered (the forerunner, it is believed, of many rich harvests), a comfortable house and suitable barn erected, and about forty acres cleared and plowed.Surely if he who makes two blades of grass grow where but one grew pre- viously, deserves the thanks of his fellow man, this effort on the part of the A Dairying Section.But it is as a dairying section rather than a grain growing country that the Department desires to bring it to the attention of the intendinsr settler.It is not anticipated that he could well compete with the western prairie farmer in the production of wheat, whereas for dairying and stock-raising the conditions are all in his favor.Clover and grasses grow most prolifically, the former being
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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) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.006 | 0.001 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.071 | 0.005 |
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".