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Record W759053551

James Daschuk. Clearing the Plains: Disease, Politics of Starvation, and the Loss of Aboriginal Life

2015· article· en· W759053551 on OpenAlexvenueaboutno aff
Terry Wotherspoon

Bibliographic record

VenueCanadian ethnic studies · 2015
Typearticle
Languageen
FieldHealth Professions
TopicIndigenous Studies and Ecology
Canadian institutionsnot available
Fundersnot available
KeywordsIndigenousPoliticsContext (archaeology)ClearingHistoryGeographyPolitical scienceEthnologySociologyLawEcologyArchaeologyBiology
DOInot available

Abstract

fetched live from OpenAlex

James Daschuk. Clearing the Plains: Disease, Politics of Starvation, and the Loss of Aboriginal Life. Regina, SK: University of Regina Press, 2013. 318 pp. Introduction. Maps. Photograph. Notes. Bibliography. Index. $39.95 hc. Activities associated with the rise of the Idle No More Movement, the Truth and Reconciliation investigation into residential schooling, and the articulation of indigenous issues by Aboriginal scholars and community representatives have heightened Canadians' awareness of historical and contemporary dimensions of indigenous experiences. These developments have also made it clear that there is considerably more to the dark side of Canadian history, especially with regard to relations between indigenous and non-Aboriginal people and governments, that has yet to be revealed and reconciled in the process of working to achieve meaningful indigenous participation and sovereignty in a Canadian context. James Daschuk has added a vital contribution to this knowledge base in a book that offers a detailed and often chilling historical account of the ways in which changing material conditions along with patterns related to social interaction, climate, and disease shaped the development of a Canadian landscape marked by significant disparity in the life conditions and health status between indigenous and non-indigenous populations. As signified in the work's title, Clearing the Plains: Disease, Politics of Starvation, and the Loss of Aboriginal Life reveals how indigenous people who once dominated regions across the Canadian plains came perilously close to being eliminated by the early twentieth century through a combination of epidemiological factors, political and economic developments, and policy implementation. The text skilfully interweaves the complex interplay among these various factors as they played out over the course of several milennia, focusing most heavily on the period following the establishment of the Hudson's Bay Company monopoly in 1821 through the disastrous administration of Indian Affairs by the federal government in the late nineteenth century. Between the introduction and conclusion, eight chapters each address the core developments that occurred within a designated period of time, framed through a narrative that traces the ways in which a broad array of factors--epidemiological, ecological and environmental, political, economic, social, and physical--intersected to produce the distinct trajectories experienced by indigenous and non-indigenous populations as Canada established its national status. Extensively documented with meticulous attention to detailed archival and official records, contemporary accounts, and secondary literature (over 100 pages are devoted to notes and bibliographic references), the story becomes increasingly more disturbing as disasters fostered by natural phenomena and contingent historical events give way to massive population losses heightened by a combination of neglect, unintended outcomes of prior decisions, and deliberate policy and economic decisions. The analysis reveals how exploration, economic activity and administrative decisions of trading companies and governments contributed to the transition from an indigenous plains region that housed many diverse and often thriving social units to populations largely confined to reserve lands in which high incidences of disease, hunger, and economic dependency were common. Some factors, such as the early spread of diseases by Europeans who had developed immunity through previous exposure to vulnerable populations that had not previously encountered contagions such as measles, smallpox, or tuberculosis were not likely to be anticipated, but the same could not be said of practices like the warehousing of rations and distribution of contaminated food by federal agents even as reserve populations were weakened by hunger and disease. While a skeptical reader might look at some of the claims as possible exaggerated or exceptional cases, the analysis is made more powerful and convincing by the author's triangulation of data, drawing from diverse documentary sources and accounts to enrich the descriptions and discussions of relevant events and phenomena. …

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.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.258
Threshold uncertainty score0.518

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0020.004
Science and technology studies0.0050.003
Scholarly communication0.0030.003
Open science0.0010.001
Research integrity0.0020.002
Insufficient payload (model declined to judge)0.0210.006

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.

Opus teacher head0.170
GPT teacher head0.450
Teacher spread0.279 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreReview

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".

Quick stats

Citations0
Published2015
Admission routes2
Has abstractyes

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