Settlement and Land Tenure in the Peace Country: A Study of Township 83-25-W5
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
In recent years, historians such as Lyle Dick and Paul Voisey have begun to explore western Canadian settlement and land tenure patterns. Their studies demonstrate that an analysis of land ownership and utilisation is an important first step towards a historical understanding of western Canadian agricultural society. This paper examines settlement and land tenure in one township in the Peace River country. Special problems of settlement in the Peace country, including the homestead system, timing, the Soldier Settlement Board, marginal lands, and distance from market, led to the early maturation of the community. Combined with the post First World War depression, these problems caused an early rationalisation of the population in the township leading to long term stability. This study provides another example of the varied agricultural experience in the west.
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.
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.015 | 0.014 |
| Scholarly communication | 0.009 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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 it