In search of some “good specimens”: The acquisition of the Stanley Collection at the Royal Saskatchewan Museum
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
Abstract This article focuses on the provenance of the Stanley Collection—a group of 69 items from reserves in the Touchwood Hills area of Saskatchewan. The items were collected by reserve farm instructor Edward Stanley and his wife Elizabeth at the turn of the century and then sold to the Saskatchewan Museum of Natural History in 1914. By analyzing historical documents, artifacts, and oral histories, this study shows that the Stanley Collection was acquired under a colonialist collecting model that was largely influenced by power relations and then became part of provincial identity building in the early 1900s. Such insight contributes to a growing body of literature on collecting in the Canadian Prairies and also seeks to address reconciliation efforts in Canada. As the first study of the Royal Saskatchewan Museum's founding ethnographic collection, this paper provides an intriguing look at early collecting practices and the formation of the first museum in the Prairie provinces.
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 | 0.003 | 0.002 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.003 | 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