Bibliographic record
Abstract
My thesis is a novel-length work of historical fiction entitled Thickwood. The novel can be situated within the context of great/interior plains literature, given its substantial focus on the Thickwood Hills, the northern remnant of the Missouri Coteau. This transition zone between the plains and the mixed boreal forest is an area of geographical and cultural tension. Within this drainage system of the Saskatchewan Rivers, Europeans traded for food and furs with First Nations and Métis peoples, leading to the signing of Treaty 6 and the formation of First Nations Reserves. In Thickwood characters travel across the rugged landscape but also travel into their interior landscape to struggle with questions about belonging and place. During formative years of development, certain landscapes become places of significant attachment, laden with emotional connection and sentiment. This historical work, set in Saskatchewan in 1950, takes place during intense changes after World War Two. Many rural communities without power, good roads, and even telephone services struggled to keep up with post-war development. The cooperative movement, encouraged by Premier Tommy Douglas, was a means for rural people to pool resources to improve their communities. Beef prices were climbing to an all-time high, increasing demand for pastureland. Using close third-person point of view, the novel follows a young female character skilled in ranching, horses, and the sport of baseball. Willomena Swift struggles to find a future for herself after returning from two seasons pitching in the All-American Girls Professional Baseball League. The lease to her family ranch is about to end and her father sells the remaining land to the growing community pasture. After a rogue stallion kills Willo’s purebred foal, she begins a quest to control the stallion and avoid its villainous owner, who is also the pasture committee chairman. Willo uses wit and skill to survive the perils of the landscape and gains confidence to confront Nesteroff about taking over her home as the new pasture headquarters after her father’s death. The novel Thickwood explores personal connections to rugged homeland, spirited horses, and love.
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How this classification was reachedexpand
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 | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".