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Record W7076050784 · doi:10.26190/unsworks/31485

A Culture Justification and the Queensland Human Rights Act: Evaluation and Future Prospects

2025· dissertation· en· W7076050784 on OpenAlexaboutno aff

Bibliographic record

VenueUNSWorks (University of New South Wales, Sydney, Australia) · 2025
Typedissertation
Languageen
FieldComputer Science
TopicGeochemistry and Geologic Mapping
Canadian institutionsnot available
FundersAustralian Government
KeywordsCommonwealthConstitutionalismHuman rightsPrinciple of legalityParliamentLegislationCharterLegislatureConstitution

Abstract

fetched live from OpenAlex

The new Commonwealth model of constitutionalism is one of the most significant interventions in the conceptions of constitutionalism in recent years. It seeks to disrupt the traditionally bifurcated conception of legal and political constitutionalism. The four key features of the new Commonwealth model are now well understood. The first is a legalised and codified charter of rights. The second is mandatory rights review of legislation by the executive and legislative branches of government. The third feature is some form of constitutional review by the courts. And the final feature of this new Commonwealth model is the Parliament having the final say on the legality of legislation. One aspect of this model which is understudied however, is the nature of this inter-institutional dialogue and whether one type should be preferred over another. This thesis approaches this question on the basis of culture. While the new Commonwealth model encourages dialogue, the site of rights protection is ultimately (and particularly in Queensland) with the executive. A culture of justification is therefore necessary in order to effectively protect human rights. This thesis answers the question: To what extent is the culture of justification reflected in executive decision making under the Human Rights Act 2019 (Qld) (QHRA)? It does this by first providing an account of the existing new Commonwealth model rights charters in Canada, Australia and New Zealand to provide the domestic and international context for the QHRA. This is followed by an in depth account of the key features of the QHRA. It then sets out a detailed conception of the culture of justification and how this can be measured by setting out a framework for assessing the extent to which the a culture of justification exists. This framework is then applied to explanatory notes accompanying legislation in the period between 1 January 2016 and 31 December 2019 and statements of compatibility between the period 1 January 2020 and 31 December 2023 to assess the extent to which a culture of justification exists. This thesis finds that there has been a meaningful but modest increase in the extent to which the culture of justification exists in executive decision making in Queensland under the QHRA. The frameworks set out in this thesis also set the basis for further study on the extent to which the culture of justification exists in human rights decision making (including for example, through administrative decisions).

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: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.289
Threshold uncertainty score0.990

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 studies0.0010.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0010.001
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 head0.027
GPT teacher head0.255
Teacher spread0.229 · 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 designTheoretical or conceptual
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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