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Record W2069184669 · doi:10.3138/chr.84.1.33

‘Nothing it seems can be done about it’: Charlie Cox, Indian Affairs Timber Policy, and the Long Lac Reserve, 1924-40

2003· article· en· W2069184669 on OpenAlexvenueaboutno aff
Mark Kuhlberg

Bibliographic record

VenueCanadian Historical Review · 2003
Typearticle
Languageen
FieldSocial Sciences
TopicCanadian Identity and History
Canadian institutionsnot available
Fundersnot available
KeywordsPolitical scienceAdministration (probate law)EthnologyCabinet (room)LawHistoryArchaeology

Abstract

fetched live from OpenAlex

Historians who have examined Canadian government administration of First Nation’s resources such as minerals and agricultural land have concluded that Ottawa often failed to manage these resources in the Natives’ best interests. This article argues that the same can be said of the manner in which the Department of Indian Affairs handled First Nation timber. The story is told by examining the case of Charles W. Cox and his roughly fifteen-year (1924–40) association with the timber licence to Long Lac Reserve 77 in northern Ontario. During this period, departmental officials consistently placed patronage considerations ahead of protecting the First Nation’s interests, breaking numerous rules and regulations in the process. They did so even though a string of observers - from members of the First Nation to federal cabinet ministers - made the department acutely aware of the irresponsible manner in which it was managing the reserve’s timber. Throughout this affair, it seemed as though no stimulus could prod government officials into fulfilling their duty as guardian of both the Natives and their resources.

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 distilled prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.003
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies, Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Review · Consensus signal: none
Teacher disagreement score0.299
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0020.001
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0020.000

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.

Opus teacher head0.029
GPT teacher head0.271
Teacher spread0.242 · 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 teacher head, not a consensus.

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

Citations5
Published2003
Admission routes2
Has abstractyes

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