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Record W4415671527 · doi:10.1177/1037969x251389374

First Nations’ sovereignties and the Australian common law: Unfinished business for the High Court

2025· article· en· W4415671527 on OpenAlexaboutno aff
Richard O’Brien

Bibliographic record

VenueAlternative Law Journal · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicNew Caledonia Indigenous Studies
Canadian institutionsnot available
Fundersnot available
KeywordsHigh CourtArgument (complex analysis)PleadingEconomic JusticeFederal court

Abstract

fetched live from OpenAlex

In this article, I propose a return to the High Court in the wake of the failure of the Voice referendum. This would enable a critical review of the common law’s treatment of First Nations’ sovereignties. I argue that, as with Mabo in 1992 regarding native title, recognition of prior First Nations’ sovereignties is available within existing common law. While case law appears unpromising, I critique judicial reasoning, identify crevices in judgments and mount an argument for pleading a justiciable case before the High Court. This proposal provides for a potential improvement in justice for First Nations Australians by recognising their sovereignties.

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)0.025
metaresearch head score (Gemma)0.039
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: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.079
Threshold uncertainty score0.157

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0250.039
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.001
Science and technology studies0.0160.036
Scholarly communication0.0180.015
Open science0.0030.008
Research integrity0.0150.027
Insufficient payload (model declined to judge)0.0040.001

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.

Opus teacher head0.024
GPT teacher head0.315
Teacher spread0.291 · 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
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
Published2025
Admission routes1
Has abstractyes

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