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Model Comparison
Model Editorial Structural Class Conf SETL Theme deepseek/deepseek-v3.2-20251201 +0.33 +0.25 Moderate positive 0.15 0.11 Privacy & Surveillance @cf/meta/llama-4-scout-17b-16e-instruct lite 0.00 ND Neutral 0.90 0.00 Privacy Surveillance @cf/meta/llama-3.3-70b-instruct-fp8-fast lite +0.50 ND Moderate positive 0.80 0.00 Privacy Rights
Section deepseek/deepseek-v3.2-20251201 @cf/meta/llama-4-scout-17b-16e-instruct lite @cf/meta/llama-3.3-70b-instruct-fp8-fast lite Preamble 0.24 ND ND Article 1 ND ND ND Article 2 ND ND ND Article 3 0.49 ND ND Article 4 ND ND ND Article 5 0.45 ND ND Article 6 ND ND ND Article 7 ND ND ND Article 8 ND ND ND Article 9 0.40 ND ND Article 10 ND ND ND Article 11 ND ND ND Article 12 0.64 ND ND Article 13 ND ND ND Article 14 ND ND ND Article 15 ND ND ND Article 16 ND ND ND Article 17 ND ND ND Article 18 0.20 ND ND Article 19 0.72 ND ND Article 20 ND ND ND Article 21 ND ND ND Article 22 ND ND ND Article 23 ND ND ND Article 24 ND ND ND Article 25 ND ND ND Article 26 0.54 ND ND Article 27 0.48 ND ND Article 28 ND ND ND Article 29 ND ND ND Article 30 ND ND ND
Summary Privacy & Surveillance Acknowledges
The Wikipedia article 'Warrant canary' is a factual encyclopedia entry describing a technical method used to notify users of secret government surveillance demands. The content most strongly engages with rights to privacy (Article 12), freedom of information (Article 19), and security of person (Article 3). The evaluation shows a mild positive directional lean, primarily through advocacy for privacy-protecting practices and dissemination of knowledge.
Article Heatmap
Preamble: +0.24 — Preamble P Article 1: ND — Freedom, Equality, Brotherhood Article 1: No Data — Freedom, Equality, Brotherhood 1 Article 2: ND — Non-Discrimination Article 2: No Data — Non-Discrimination 2 Article 3: +0.49 — Life, Liberty, Security 3 Article 4: ND — No Slavery Article 4: No Data — No Slavery 4 Article 5: +0.45 — No Torture 5 Article 6: ND — Legal Personhood Article 6: No Data — Legal Personhood 6 Article 7: ND — Equality Before Law Article 7: No Data — Equality Before Law 7 Article 8: ND — Right to Remedy Article 8: No Data — Right to Remedy 8 Article 9: +0.40 — No Arbitrary Detention 9 Article 10: ND — Fair Hearing Article 10: No Data — Fair Hearing 10 Article 11: ND — Presumption of Innocence Article 11: No Data — Presumption of Innocence 11 Article 12: +0.64 — Privacy 12 Article 13: ND — Freedom of Movement Article 13: No Data — Freedom of Movement 13 Article 14: ND — Asylum Article 14: No Data — Asylum 14 Article 15: ND — Nationality Article 15: No Data — Nationality 15 Article 16: ND — Marriage & Family Article 16: No Data — Marriage & Family 16 Article 17: ND — Property Article 17: No Data — Property 17 Article 18: +0.20 — Freedom of Thought 18 Article 19: +0.72 — Freedom of Expression 19 Article 20: ND — Assembly & Association Article 20: No Data — Assembly & Association 20 Article 21: ND — Political Participation Article 21: No Data — Political Participation 21 Article 22: ND — Social Security Article 22: No Data — Social Security 22 Article 23: ND — Work & Equal Pay Article 23: No Data — Work & Equal Pay 23 Article 24: ND — Rest & Leisure Article 24: No Data — Rest & Leisure 24 Article 25: ND — Standard of Living Article 25: No Data — Standard of Living 25 Article 26: +0.54 — Education 26 Article 27: +0.48 — Cultural Participation 27 Article 28: ND — Social & International Order Article 28: No Data — Social & International Order 28 Article 29: ND — Duties to Community Article 29: No Data — Duties to Community 29 Article 30: ND — No Destruction of Rights Article 30: No Data — No Destruction of Rights 30
Aggregates
Editorial Mean +0.33 Structural Mean +0.25 Weighted Mean +0.48 Unweighted Mean +0.46 Max +0.72 Article 19 Min +0.20 Article 18 Signal 9 No Data 22 Volatility 0.16 (Medium) Negative 0 Channels E: 0.6 S: 0.4 SETL ℹ +0.11 Editorial-dominant FW Ratio ℹ 50% 9 facts · 9 inferences
Theme Radar
Foundation Security Legal Privacy & Movement Personal Expression Economic & Social Cultural Order & Duties Foundation: 0.24 (1 articles) Security: 0.47 (2 articles) Legal: 0.40 (1 articles) Privacy & Movement: 0.64 (1 articles) Personal: 0.20 (1 articles) Expression: 0.72 (1 articles) Economic & Social: 0.00 (0 articles) Cultural: 0.51 (2 articles) Order & Duties: 0.00 (0 articles) Editorial Channel
What the content says
+0.60
High Advocacy Practice
Central theme: warrant canaries are a tool to protect privacy, home, correspondence, and reputation from arbitrary interference.
FW Ratio: 50%
Observable Facts
The article defines a warrant canary as a method to avoid revealing receipt of a government demand, thus protecting user privacy. Inferences
The article explicitly advocates for a technical practice designed to safeguard privacy against secret state intrusions. +0.50
Medium Advocacy Practice
Explicitly describes a technical practice designed to protect life, liberty, and security of person in the digital context.
FW Ratio: 50%
Observable Facts
The page defines a warrant canary as a method to notify users of secret government demands, which could affect their security. Inferences
The explanation of the canary mechanism advocates for a practice that seeks to protect individual security against secret surveillance. +0.50
Medium Advocacy Coverage
Describes a tool for transparently conveying information about government censorship/secrecy, supporting freedom of information.
FW Ratio: 50%
Observable Facts
The page details how warrant canaries are used to inform the public about secret government actions affecting services. Inferences
The article frames the canary as a mechanism to uphold the free flow of information in the face of government secrecy. +0.40
Medium Advocacy
Describes a mechanism to reveal secret detentions (of information/access) and resist arbitrary interference.
FW Ratio: 50%
Observable Facts
The article states warrant canaries are used to inform users if a service has been compelled to secretly hand over data or restrict access. Inferences
The description frames the canary as a countermeasure to arbitrary or secret state interference with digital liberty. +0.30
Low Advocacy
Discusses a tool to resist secret legal processes, which could be associated with prevention of cruel treatment.
FW Ratio: 50%
Observable Facts
The article mentions warrant canaries as a response to secret legal processes like national security letters. Inferences
The discussion implicitly frames secret, unaccountable government processes as a potential threat to humane treatment. +0.20
Medium Coverage
Content describes a technical concept aimed at protecting freedom and privacy without direct advocacy of the UDHR's foundational principles.
FW Ratio: 50%
Observable Facts
The page provides a definition for 'warrant canary' as a method used to inform users about secret legal demands. Inferences
The descriptive nature of the content indirectly supports the recognition of freedom and privacy as foundational values. +0.20
Low Framing
Indirectly touches on freedom of thought in the context of resisting compelled speech via secret legal orders.
FW Ratio: 50%
Observable Facts
The article describes canaries as a way for service providers to avoid being forced to lie about not receiving a secret demand. Inferences
The framing suggests resistance to state-compelled false statements, which relates to freedom of conscience. +0.20
Medium Coverage
The page educates readers about a technical privacy concept, contributing to the right to education.
FW Ratio: 50%
Observable Facts
The page is an encyclopedia article explaining the concept of a warrant canary. Inferences
Providing detailed, factual information on this topic supports the dissemination of knowledge and education. +0.10
Low Coverage
Indirectly relates to the right to benefit from scientific advancement (a privacy-enhancing technique).
FW Ratio: 50%
Observable Facts
The article describes a technical method developed in response to legal surveillance challenges. Inferences
Documenting this technique supports public participation in and benefit from scientific/cultural progress. ND
No content related to inherent dignity, equality, or rights of all humans.
ND
No content related to non-discrimination in enjoyment of rights.
ND
No content related to slavery or servitude.
ND
No content related to recognition as a person before the law.
ND
No content related to equality before the law and equal protection.
ND
No content related to effective remedy by competent tribunal.
ND
No content related to fair and public hearing.
ND
No content related to presumption of innocence.
ND
No content related to freedom of movement or residence.
ND
No content related to asylum from persecution.
ND
No content related to nationality.
ND
No content related to marriage and family.
ND
No content related to property ownership.
ND
No content related to peaceful assembly or association.
ND
No content related to participation in government.
ND
No content related to social security.
ND
No content related to work or trade unions.
ND
No content related to rest and leisure.
ND
No content related to standard of living.
ND
No content related to a social and international order.
ND
No content related to duties to community.
ND
No content related to destruction of rights.
Structural Channel
What the site does
+0.30
Medium Coverage
Wikipedia's platform provides neutral, factual information about the concept globally.
+0.30
Medium Advocacy Coverage
Wikipedia's platform disseminates this information globally, supporting the right to seek and impart information.
+0.30
Medium Coverage
Wikipedia provides free access to this educational content globally.
+0.30
Low Coverage
Wikipedia's platform shares this cultural/scientific knowledge freely.
+0.20
High Advocacy Practice
The page provides information about privacy-protecting practices; Wikipedia's structure supports learning about these rights.
+0.10
Medium Advocacy Practice
The informational page is accessible and editable, supporting security through knowledge dissemination.
ND
No structural features engaging with universal human dignity.
ND
No structural features addressing discrimination.
ND
No structural features related to slavery.
ND
Low Advocacy
No structural features directly addressing torture.
ND
No structural features related to legal personhood.
ND
No structural features addressing legal equality.
ND
No structural features related to legal remedies.
ND
Medium Advocacy
No structural features directly preventing arbitrary detention.
ND
No structural features related to fair hearings.
ND
No structural features related to criminal procedure.
ND
No structural features related to movement.
ND
No structural features related to asylum.
ND
No structural features related to nationality.
ND
No structural features related to family.
ND
No structural features related to property.
ND
Low Framing
No structural features directly supporting freedom of thought.
ND
No structural features facilitating assembly or association.
ND
No structural features related to political participation.
ND
No structural features related to social security.
ND
No structural features related to work rights.
ND
No structural features related to leisure.
ND
No structural features related to standard of living.
ND
No structural features related to international order.
ND
No structural features related to community duties.
ND
No structural features related to rights destruction.
Supplementary Signals
How this content communicates, beyond directional lean.
Learn more How well-sourced and evidence-based is this content?
0.74 low claims
Sources 0.8 Evidence 0.7 Uncertainty 0.6 Purpose 1.0
No manipulative rhetoric detected
0 techniques detected
Emotional character: positive/negative, intensity, authority
measured
Valence +0.1 Arousal 0.2 Dominance 0.5
Does the content identify its author and disclose interests?
0.33
✗ Author
More signals: context, framing & audience Does this content offer solutions or only describe problems?
0.32 mixed
Whose perspectives are represented in this content?
0.60 4 perspectives
Speaks: corporation institution individuals
About: government individuals
Is this content looking backward, at the present, or forward?
present medium term
What geographic area does this content cover?
global United States, Australia
How accessible is this content to a general audience?
moderate medium jargon domain specific
Longitudinal
88 HN snapshots · 3 evals
Audit Trail
8 entries all eval pipeline all models deepseek-v3.2 llama-4-scout-wai llama-3.3-70b-wai
newest first
2026-03-02 03:00 eval_success Evaluated: Moderate positive (0.48) - - 2026-03-02 03:00
eval
Evaluated by deepseek-v3.2 : +0.48 (Moderate positive) 10,136 tokens 2026-02-28 11:02 eval_success Lite evaluated: Neutral (0.00) - - 2026-02-28 11:02
eval
Evaluated by llama-4-scout-wai : 0.00 (Neutral) reasoning Wikipedia article on Warrant Canary, neutral tech term
2026-02-28 11:02 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - - 2026-02-28 11:02 model_divergence Cross-model spread 0.50 exceeds threshold (2 models) - - 2026-02-28 04:04 eval_success Light evaluated: Moderate positive (0.50) - - 2026-02-28 04:04
eval
Evaluated by llama-3.3-70b-wai : +0.50 (Moderate positive)