List of Figures, Tables, and Illustrations
Bibliographic record
Abstract
List of Figures, Tables, and Illustrationsf i g u r e s 1.1 Central Canada, including major railways and provincial boundaries 5 1.2 Place names and certain physical features in the Prairie Provinces (inset from fig. 1.1) 7 2.1 Census divisions in the study area and the expanse of the active boreal margin c. 1931 30 2.2 Population change in townships in the dry margin of southwest Saskatchewan and southeast Alberta, 1911-41 34 2.3 Population change in boreal margin parishes in Québec (Abitibi and Lac St Jean Ouest districts), 1911-41 36 2.4 Population change in boreal margin townships in Cochrane District (the "Great Clay Belt"), Ontario, 1911-41 37 2.5 Population change in boreal margin townships in Manitoba, 1911-41 39 2.6 Population change in boreal margin townships in Saskatchewan, 1911-41 40 x Places of Last Resort
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 | 0.000 | 0.004 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.005 | 0.012 |
| Science and technology studies | 0.003 | 0.001 |
| Scholarly communication | 0.004 | 0.002 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.783 | 0.661 |
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; the direct Gemma label and the distilled Codex classifier agree on what is shown here.
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".