Tranquille Development: Past Influences, Current Realities
Bibliographic record
Abstract
From the 1860s through to the early 1900s the Tranquille area of Kamloops was owned and ranched mainly by two families: the Fortunes and the Cooneys. Both of these families did much to help develop the area. The Fortune ranch was sold and turned into a tuberculosis sanatorium in 1907. By the end of the first World War the government run facility needed to expand and so they bullied and manipulated the elderly, widowed Elizabeth Cooney into selling her property. Part of the sale stipulated that the Cooney cemetery would be maintained in perpetuity by the new owners. Since that time the land, including the cemetery, has changed hands several times and fallen into as state of disrepair. Within these modern business deals what role does the historic cemetery play and will it\nultimately be maintained as was originally stipulated? An exploration of the history of this property calls its future into question.
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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 | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.005 |
| Science and technology studies | 0.006 | 0.009 |
| Scholarly communication | 0.006 | 0.004 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.018 | 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".