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Record W4367841710 · doi:10.1093/whq/whad058

Unstable Properties: Aboriginal Title and the Claim of British Columbia. By Patricia Burke Wood and David A. Rossiter

2023· article· en· W4367841710 on OpenAlexaffabout
Kent McNeil

Bibliographic record

VenueWestern Historical Quarterly · 2023
Typearticle
Languageen
FieldSocial Sciences
TopicCanadian Identity and History
Canadian institutionsYork University
Fundersnot available
KeywordsIndex (typography)HistoryArt historyLibrary scienceClassicsComputer science

Abstract

fetched live from OpenAlex

Journal Article Unstable Properties: Aboriginal Title and the Claim of British Columbia. By Patricia Burke Wood and David A. Rossiter Get access Unstable Properties: Aboriginal Title and the Claim of British Columbia By Patricia Burke Wood and David A. Rossiter (Vancouver and Toronto: UBC Press, 2022. ix + 298 pp. Map, references, index. $89.95.) Kent McNeil Kent McNeil York University Toronto, Ontario, Canada kmcneil@osgoode.yorku.ca Search for other works by this author on: Oxford Academic Google Scholar Western Historical Quarterly, whad058, https://doi.org/10.1093/whq/whad058 Published: 03 May 2023

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation 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: Empirical · Consensus signal: none
Teacher disagreement score0.489
Threshold uncertainty score0.274

Codex and Gemma teacher scores by category

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

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 head0.007
GPT teacher head0.207
Teacher spread0.200 · 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.

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

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
Published2023
Admission routes2
Has abstractyes

Explore more

Same venueWestern Historical QuarterlySame topicCanadian Identity and HistoryFrench-language works237,207