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The child sexual abuse material survivor as homo sacer: bare life under cyber-libertarianism

2025· article· en· W4412715520 on OpenAlexaff
Michael Salter, Lloyd I. Richardson, J. Michel Marcoux, Katelin H. S. Neufeld, Kelly Barker

Bibliographic record

VenueJournal of Gender-Based Violence · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicPolitical Theology and Sovereignty
Canadian institutionsCanadian Armed Forces
FundersChildren's Investment Fund Foundation
KeywordsAbandonment (legal)Child sexual abuseCriminologySexual abuseHarmPoliticsChild abuseSociologyPolitical scienceLawPoison controlSuicide preventionMedicine

Abstract

fetched live from OpenAlex

This article applies Agamben’s formulation of political abandonment to theorise the political status of survivors of child sexual abuse material under the internet’s cyber-libertarian regime. While the production, distribution and possession of child sexual abuse material is illegal in most jurisdictions, it is functionally permitted by the current legal and administrative structures that govern the internet, as evident in annual increases in child sexual abuse material availability for over two decades. The article collates distribution data for three female survivors subject to extensive online distribution of recordings of their abuse, as well as online offender discourse about the three survivors, to highlight the ease with which online networks of child sex abusers can predate on victims depicted in child sexual abuse material. The article analyses the extraordinary sociolegal position occupied by child sexual abuse material victims who can be subject to serious ongoing harm with little risk of consequences for the majority of offenders, while legislative efforts to afford them relief and protection continue to be obstructed by a cyber-libertarian coalition of actors in the technology sector, civil society and politics. By exploring how child sexual abuse material survivors are denied their rights to freedom, justice and privacy in the name of those very same rights, we demonstrate how Agamben’s notion of the ‘homo sacer’ makes visible the abject plight of those survivors and the hypocrisy of the internet’s juridical order.

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)0.002
metaresearch head score (Gemma)0.005
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: Empirical · Consensus signal: Empirical
Teacher disagreement score0.011
Threshold uncertainty score0.021

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.005
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0110.048
Scholarly communication0.0070.008
Open science0.0010.008
Research integrity0.0030.006
Insufficient payload (model declined to judge)0.0040.000

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 head0.019
GPT teacher head0.306
Teacher spread0.286 · 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
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

Citations1
Published2025
Admission routes1
Has abstractyes

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