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Record W7110555763

The Good, the Bad, and the Ugly: A Comparative Constitutional Analysis of Whistleblowing Speech, the Government's Managerial Domain, and the Imperatives of Democratic Self-Government

2025· article· W7110555763 on OpenAlexaboutno aff

Bibliographic record

VenueeYLS (Yale Law School) · 2025
Typearticle
Language
FieldSocial Sciences
TopicLaw, Rights, and Freedoms
Canadian institutionsnot available
Fundersnot available
KeywordsSupreme courtGovernment (linguistics)DoctrinePublic interestContext (archaeology)DemocracyPraiseWarren Court
DOInot available

Abstract

fetched live from OpenAlex

Since issuing its 1968 landmark decision in Pickering, which first recognized that the First Amendment protects government employees' speech about matters of public concern, the US. Supreme Court has proceeded to whittle away First Amendment protections for government employees. The Justices have done so by adopting a series of categorical exclusions to Pickering that all strongly favor the government as an employer and manager. These subsequent decisions have created a jurisprudential obstacle course that government employees must successfully run in order to invoke the Free Speech Clause at all. The current U.S. approach is plainly bad. However, it could be even worse—it could be ugly. In Australia, the High Court has given the government a green light to censor any and all government employee speech under viewpoint-based speech regulations. Thus, in today's Australia, it's perfectly fine for a public servant to praise the government but not to criticize it. By way of contrast, in Canada, no categorical exclusions exist on the scope of constitutionally protected government employee speech, and the government must always be prepared to justify disciplinary actions based on a government employee's speech activity. Canada's approach is good-and clearly better than either the U.S. or Australian doctrines. By taking context fully into account, Canada's government employee speech doctrine allows for courts to consider carefully how to reconcile the three competing interests at stake (namely, the government's interest as a manager of its workforce, government employees' autonomy interests as would-be speakers, and the collective interest We the People possess in access to government employee speech in general and whistleblowing speech in particular). Canada has built a better mousetrap; the federal courts should seriously consider reforming the Pickering/Connick/Garcetti framework to more closely resemble the Supreme Court of Canada's holistic approach.

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)0.006
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesScience and technology studies
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.559
Threshold uncertainty score0.994

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0060.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0000.001
Science and technology studies0.0070.100
Scholarly communication0.0010.000
Open science0.0010.001
Research integrity0.0000.001
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 head0.007
GPT teacher head0.248
Teacher spread0.241 · 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; both teacher heads agree on what is shown here.

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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Same venueeYLS (Yale Law School)Same topicLaw, Rights, and FreedomsFrench-language works237,207