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Record W4411106413 · doi:10.1080/17577632.2025.2491806

Defining the boundaries of journalism and news publishers: implications of the Online Safety Act 2023 for the public interest and media freedom

2025· article· en· W4411106413 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

VenueJournal of Media Law · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicFreedom of Expression and Defamation
Canadian institutionsnot available
Fundersnot available
KeywordsJournalismFreedom of the pressNews mediaPublic interestPolitical sciencePublic relationsMedia studiesInternet privacySociologyComputer scienceLaw

Abstract

fetched live from OpenAlex

This paper examines how provisions in the Online Safety Act 2023 (OSA), designed to protect journalism, may unintentionally create challenges to media freedom by enhancing platform power. By granting protections to news publisher content and journalistic content, the legislation requires platforms to determine who qualifies for these privileges, thereby making them gatekeepers of journalistic status. While news entities advocated for these provisions to protect themselves from content takedowns, we argue the OSA exemplifies what Tambini terms the ‘privilege paradox’ – where protecting journalism necessitates defining its boundaries, creating new ‘vectors of control’. Unlike jurisdictions such as Australia and Canada, which have established alternative mechanisms for determining what qualifies as journalism, the UK law places this power primarily with platforms. This approach, combined with questions about the enforceability of the OSA’s duty of care framework, may inadvertently strengthen the gatekeeping role of platforms over journalism rather than rebalancing power relations as intended.

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)0.002
metaresearch head score (Gemma)0.006
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: none
Teacher disagreement score0.880
Threshold uncertainty score0.985

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.006
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.002
Scholarly communication0.0000.001
Open science0.0010.000
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 head0.040
GPT teacher head0.327
Teacher spread0.287 · 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