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Record W4413961078 · doi:10.1017/fed.2025.4

The Place of Federalism in Deliberative Rights Theory

2025· article· en· W4413961078 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueFederal Law Review · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicHuman Rights and Immigration
Canadian institutionsnot available
Fundersnot available
KeywordsFederalismPolitical scienceLaw and economicsProject commissioningPublic administrationLawSociologyPublishingPolitics

Abstract

fetched live from OpenAlex

Abstract ‘Deliberative Rights Theory’ evaluates what deliberative democratic scholarship can contribute to the constitutional question of how to protect fundamental rights and freedoms. That scholarship primarily focuses on what occurs within the legislature, judiciary and citizen assemblies to test the relationship between deliberation and rights. This article argues that what occurs within federalism can also significantly influence rights deliberation and thus should be part of the conversation. The article explores federalism’s effect on rights deliberation through two case studies from the COVID-19 pandemic. The first considers Australia’s decision to close its international border and the way federalism influenced discussion and debate on the right of citizens to return to the country. The second considers Canada’s decision to end the ‘Freedom Convoy’ against vaccination mandates and the way federalism affected discussion and debate on the right to protest. The article concludes by considering some directions for future research on the topic.

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.

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)0.001
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: Other · Consensus signal: none
Teacher disagreement score0.880
Threshold uncertainty score0.933

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
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 science0.0000.000
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 head0.015
GPT teacher head0.332
Teacher spread0.316 · 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