MétaCan
Menu
Back to cohort
Record W4407800164 · doi:10.1111/taja.12541

Anthropology and change over the ‘land rights era’: Towards treaties?

2025· article· en· W4407800164 on OpenAlexaboutno aff
Francésca Merlan

Bibliographic record

VenueThe Australian Journal of Anthropology · 2025
Typearticle
Languageen
FieldAgricultural and Biological Sciences
TopicAgriculture, Land Use, Rural Development
Canadian institutionsnot available
Fundersnot available
KeywordsLand rightsAnthropologyPolitical scienceHistorySociologyEnvironmental ethicsEthnologyPhilosophy

Abstract

fetched live from OpenAlex

Abstract Australia has made no treaties with its Indigenous peoples. Despite that, over the past five decades (the ‘land rights era’ of the title), Australia has granted proportionally more land area to Indigenous interests than have other, treaty‐making Anglo settler colonies (Canada, the United States, New Zealand). Despite complexities of comparison by area, an order of difference is clearly discernible. After comparing these countries, this article examines legal and political changes involved in the transformation from no ‘Indigenous estate’ in Australia to a comparatively large one, and sketches the role anthropologists have played in land and native title claims which has enlarged the Indigenous estate. Subsequent articles in this issue treat the kinds of change that anthropologists, in their commitment to close ethnographic work, have been observing at this intersection of law and anthropology. This article concludes by considering directions in which land and native title claims seem to be moving.

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 categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.555
Threshold uncertainty score1.000

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 studies0.0010.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.032
GPT teacher head0.290
Teacher spread0.258 · 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 designObservational
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

Citations1
Published2025
Admission routes1
Has abstractyes

Explore more

Same venueThe Australian Journal of AnthropologySame topicAgriculture, Land Use, Rural DevelopmentFrench-language works237,207