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Record W2934112569 · doi:10.1177/0067205x19831805

Finding the Foothold: Freedom of Political Association in the Australian <i>Constitution</i>

2019· article· en· W2934112569 on OpenAlexaff
Geoffrey Milani, Elizabeth Handsley

Bibliographic record

VenueFederal Law Review · 2019
Typearticle
Languageen
FieldSocial Sciences
TopicLaw in Society and Culture
Canadian institutionsWestern University
Fundersnot available
KeywordsFreedom of associationConstitutionCorollaryPoliticsLawPolitical communicationSupreme courtPolitical freedomJurisprudenceFreedom of the pressPolitical scienceSociologyAssociation (psychology)DemocracyEpistemologyPhilosophyMathematics

Abstract

fetched live from OpenAlex

Abstract The High Court has not definitively explained the legal status of the constitutionally implied freedom of political association since its existence was first raised in 1992. Tajjour v New South Wales affirmed the majority view that any constitutional protection enjoyed by political association is derived from the freedom of political communication; or, in the words of the Court, a ‘corollary to’ that freedom. In this article, we argue that the High Court should acknowledge the freedom of political association as a free-standing freedom rather than a corollary of political communication. The reasoning that gave rise to the implied freedom of political communication can also be applied to political association. The Court’s approach to the implication of freedom of communication, of building on the text of ss 7, 24 and 128 of the Constitution and the structures they establish, does not appear to be at odds with the implication of freedom of association. Consequently, we argue the Court has erred in favouring the corollary form of political association (pt IV). The corollary freedom has not been justified and appears either entirely unnecessary (being subsumed by political communication) or overly subjective in application. By contrast, the free-standing freedom could adopt the well-established Lange test of validity with only minor adjustments and therefore represent only a modest development of existing jurisprudence.

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)0.021
metaresearch head score (Gemma)0.029
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: Other · Consensus signal: Other
Teacher disagreement score0.071
Threshold uncertainty score0.142

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0210.029
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0030.002
Science and technology studies0.0090.026
Scholarly communication0.0120.006
Open science0.0020.007
Research integrity0.0070.010
Insufficient payload (model declined to judge)0.0080.001

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 head0.033
GPT teacher head0.327
Teacher spread0.294 · 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
GenreOther

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
Published2019
Admission routes1
Has abstractyes

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