Searching for Sakitawak: Place and People in Northern Saskatchewan's Île-à-la-Crosse
Bibliographic record
Abstract
This presentation is a history of a small community, Île-à-la-Crosse, located in an area now part of Saskatchewan, Canada. With an historic reputation for cooperation and enviable trading circumstances, its residents traditionally have determined that protection of the community ensured the best opportunities for the advancement and security of individuals. As a result of this belief, residents reinforced their own understandings of sustainability as a means to ensure personal success. The community’s fame for hosting such a set of norms grew, particularly from the eighteenth to the twentieth century, and outsiders often visited to improve their own efforts as a result of this reputation. Given the belief that community longevity assured individual concerns, many visitors quickly decided to adopt local processes even if those functions contrasted sharply from their own original beliefs. Based on these decisions, the visitors’ institutions experienced changes as well.\nThrough this social cooperation to better ensure personal success, a culture began to develop, and so the village’s distinctive administrative and economic processes were continued through family and neighbourly ties. Some characteristics, such as multiculturalism, shared land use, complex trading activities, and sustainability, further distinguished Île-à-la-Crosse as a result. Though well aware of the village a number of parties (such as the Hudson’s Bay Company and the Canadian government), still regularly excluded the community from their deliberations because of its unique ability to supposedly need less intervention considered necessary elsewhere. These various corporate and political authorities, concerned with their own existence, instead emphasised the conditions of communities that demonstrated social hostility, monetary difficulties, and other forms of disparity. As these historic parties failing to appreciate the village’s positive components in their fullest form, historians also did not integrate the village into their narratives since they almost always focused on conflict and change in their investigations. Because of this missing analysis about Île-à-la-Crosse, historical accounts have created lacunae in our understanding and awareness not just of local but also of provincial and national issues pertaining to “development.” Today, the lack of historic and historical awareness has as well directly impacted a modern day Indigenous “land claim”. Particularly when examining “absence” and “overlap” in a space’s natural and social form, Île-à-la-Crosse’s story from its earliest existence to its present shape can finally remind us how local conditions –even before humans started living in those circumstances – can teach us about how to survive and succeed today as individuals and as part of a larger community and country. It also reminds us how we should pay more attention to peace, cooperation and interaction in both intellectual and social circles.
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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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.015 | 0.004 |
| Scholarly communication | 0.003 | 0.001 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.008 | 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".