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
The cowboy, as perhaps no other figure, has captured the imagination of North Americans for over a century. Before Owen Wister's publication of The Virginian in 1902, the image of the cowboy was essentially that of the dime novel - a rough, violent, one-dimensional drifter, or the stage cowboy variety found in Buffalo Bill Cody's Wild West show. Wister's novel was to transform, almost overnight, this image of the cowboy. Soon after its publication, Wister sent a copy, inscribed "To the hero from the author," to Everett Johnson, a cowboy from Virginia who had been a friend of Wister's in Wyoming in the 1880s. Johnson had migrated to Alberta by the 1890s, eventually settling in the Calgary area. Before his death in 1946, his daughter-in-law, Jean Johnson, transcribed Everett's stories of the old west and collected them into a manuscript, now on deposit in the Glenbow Archives. In The Cowboy Legend, John Jennings, building on Jean Johnson's work, details the evidence that Everett Johnson was the initial and prime inspiration for Wister's cowboy, and in the process shows that Johnson led a fascinating life in his own right. His memories of both the Wyoming and Alberta cattle frontiers provide insight into ranch life on both sides of the border, and the compelling parallel biographies of Johnson and Wister feature vignettes of legendary period figures such as Buffalo Bill Cody, Wild Bill Hickok, Wyatt Earp, and Butch Cassidy, not to mention the best man at Johnson's wedding, Henry Longabaugh, a.k.a. the Sundance Kid. With an impressive range of scholarship and archival research, Jennings melds this realistic study of the cowboy frontier with an intriguing account of Wister's subsequent creation of the cowboy mystique, aided by two close friends and perhaps somewhat unexpected collaborators, Frederic Remington and Theodore Roosevelt. As compulsively readable as it is informative, this unique contribution to western history and literature will be welcomed by fans and scholars alike.
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 | 0.001 | 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 | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.828 | 0.969 |
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