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Record W4386280553 · doi:10.4337/ccs.2023.0007

Competing visions of ‘the people’ in Australia: First Nations and the state

2023· article· en· W4386280553 on OpenAlexaboutno aff
Elisa Arcioni

Bibliographic record

VenueComparative Constitutional Studies · 2023
Typearticle
Languageen
FieldSocial Sciences
TopicLaw in Society and Culture
Canadian institutionsnot available
Fundersnot available
KeywordsIdentity (music)ConstitutionalismConstitutionState (computer science)CommonwealthDemocracySovereigntyLawSociologyHigh CourtContext (archaeology)Political scienceVisionGeographyPoliticsPhilosophy

Abstract

fetched live from OpenAlex

In 2020 the Australian High Court decided the case of Love v. Commonwealth; Thoms v. Commonwealth, a claim of constitutional belonging by two Aboriginal men. The Court was fractured in its reasoning and conclusion, a majority deciding that ‘Aboriginal Australians’ cannot be aliens. The case sits within a longer and ongoing story regarding the interaction between First Nations peoples and the Australian settler colonial state. The reasoning of the Love/Thoms case reveals two contrasting visions of the constitutional identity of ‘the people’ – one being a plural and diverse conception potentially capable of accommodating a distinct identity of First Nations peoples, the other being a unified conception dominated by formal equality and democratic participation. A study of the Love/Thoms case in its context also speaks to broader questions of constitutional identity. First, that constitutional identity is constructed through the interaction of multiple actors. It is through an ongoing dialogic between constitutional actors that constitutional identity evolves over time. Second, that there is a relationship between the identity of ‘the people’ and of their Constitution. A study of the construction of the constitutional identity of ‘the people’ in this case reveals principal characteristics of the Australian state’s constitutionalism: going to institutional and substantive questions regarding the respective roles of the people and the Courts, equality and sovereignty.

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)0.003
metaresearch head score (Gemma)0.004
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.109
Threshold uncertainty score0.217

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0130.044
Scholarly communication0.0100.006
Open science0.0010.006
Research integrity0.0030.005
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 head0.135
GPT teacher head0.411
Teacher spread0.276 · 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 designQualitative
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 routes1
Has abstractyes

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