Rocking P Ranch and the Second Cattle Frontier in Western Canada
Bibliographic record
Abstract
The Rocking P Ranch was one of the most ambitious family ranches in Southern Alberta. Founded in 1900 by Roderick Riddle Macleay, the Rocking P flourished during the Second Cattle Frontier as open-range Texas System ranches failed. Beginning in 1923, Maxine and Dorothy Macleay edited, reported, and published The Rocking P Gazette, a monthly newspaper grounded in the daily life of the Rocking P Ranch. With an audience of their parents and relatives, cowpunchers, teachers, and cooks, the 12- and 14-year-old sisters set out to create a family newspaper that reflected as closely as possible the commercial publications of the time. With sections for local news, advertisements, riddles, poetry, and contributions from Macleay ranch hands, The Rocking P Gazette brings the family ranch to life. Clay Chattaway and Warren Elofson draw upon this remarkable resource to explore the Second Cattle Frontier and to tell the story of the Rocking P Ranch. Through the lens of The Rocking P Gazette, Chattaway and Elofson detail not only a system of agricultural production, but a way of life that continues to this day.
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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.004 |
| Science and technology studies | 0.018 | 0.004 |
| Scholarly communication | 0.006 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.013 | 0.001 |
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".