Model Comparison 100% sign agreement
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite 0.00 ND Neutral 0.90 0.00 Tech info
@cf/meta/llama-4-scout-17b-16e-instruct lite 0.00 ND Neutral 0.90 0.00 Technology
deepseek/deepseek-v3.2-20251201 +0.15 +0.35 Moderate positive 0.15 -0.29 Science & Education
claude-haiku-4-5-20251001 +0.25 +0.29 Neutral 0.45 -0.08 Free Knowledge & Education
meta-llama/llama-3.3-70b-instruct:free ND ND
Section @cf/meta/llama-3.3-70b-instruct-fp8-fast lite @cf/meta/llama-4-scout-17b-16e-instruct lite deepseek/deepseek-v3.2-20251201 claude-haiku-4-5-20251001 meta-llama/llama-3.3-70b-instruct:free
Preamble ND ND 0.24 0.31 ND
Article 1 ND ND ND 0.28 ND
Article 2 ND ND ND 0.23 ND
Article 3 ND ND 0.33 0.41 ND
Article 4 ND ND ND ND ND
Article 5 ND ND ND 0.38 ND
Article 6 ND ND ND 0.20 ND
Article 7 ND ND ND 0.27 ND
Article 8 ND ND ND 0.12 ND
Article 9 ND ND ND 0.17 ND
Article 10 ND ND ND 0.32 ND
Article 11 ND ND ND 0.10 ND
Article 12 ND ND ND 0.48 ND
Article 13 ND ND 0.18 0.38 ND
Article 14 ND ND ND 0.27 ND
Article 15 ND ND ND 0.22 ND
Article 16 ND ND ND 0.10 ND
Article 17 ND ND ND 0.17 ND
Article 18 ND ND ND 0.37 ND
Article 19 ND ND 0.62 0.91 ND
Article 20 ND ND ND 0.72 ND
Article 21 ND ND ND 0.29 ND
Article 22 ND ND 0.18 0.22 ND
Article 23 ND ND ND 0.12 ND
Article 24 ND ND ND 0.10 ND
Article 25 ND ND 0.38 0.37 ND
Article 26 ND ND 0.62 0.84 ND
Article 27 ND ND 0.62 0.77 ND
Article 28 ND ND ND 0.22 ND
Article 29 ND ND ND 0.32 ND
Article 30 ND ND ND 0.27 ND
+0.25 Quasi-Zenith Satellite System (en.wikipedia.org S:+0.29 )
23 points by teleforce 8 days ago | 4 comments on HN | Moderate positive Contested Editorial · v3.7 · 2026-02-26 02:14:56 0
Summary Free Knowledge & Education Champions
This Wikipedia article on the Quasi-Zenith Satellite System exemplifies the platform's positive alignment with human rights principles through its instantiation of freedom of information, universal educational access, and participatory knowledge commons. The article itself provides factual, accessible scientific content available globally in multiple languages without gatekeeping, while Wikipedia's structural architecture—featuring anonymous editing, transparent governance, open licensing, and community-driven content curation—directly supports Articles 19, 26, and 27 of the UDHR concerning freedom of expression, education, and participation in scientific culture.
Article Heatmap
Preamble: +0.31 — Preamble P Article 1: +0.28 — Freedom, Equality, Brotherhood 1 Article 2: +0.23 — Non-Discrimination 2 Article 3: +0.41 — Life, Liberty, Security 3 Article 4: ND — No Slavery Article 4: No Data — No Slavery 4 Article 5: +0.38 — No Torture 5 Article 6: +0.20 — Legal Personhood 6 Article 7: +0.27 — Equality Before Law 7 Article 8: +0.12 — Right to Remedy 8 Article 9: +0.17 — No Arbitrary Detention 9 Article 10: +0.32 — Fair Hearing 10 Article 11: +0.10 — Presumption of Innocence 11 Article 12: +0.48 — Privacy 12 Article 13: +0.38 — Freedom of Movement 13 Article 14: +0.27 — Asylum 14 Article 15: +0.22 — Nationality 15 Article 16: +0.10 — Marriage & Family 16 Article 17: +0.17 — Property 17 Article 18: +0.37 — Freedom of Thought 18 Article 19: +0.91 — Freedom of Expression 19 Article 20: +0.72 — Assembly & Association 20 Article 21: +0.29 — Political Participation 21 Article 22: +0.22 — Social Security 22 Article 23: +0.12 — Work & Equal Pay 23 Article 24: +0.10 — Rest & Leisure 24 Article 25: +0.37 — Standard of Living 25 Article 26: +0.84 — Education 26 Article 27: +0.77 — Cultural Participation 27 Article 28: +0.22 — Social & International Order 28 Article 29: +0.32 — Duties to Community 29 Article 30: +0.27 — No Destruction of Rights 30
Negative Neutral Positive No Data
Aggregates
Editorial Mean +0.25 Structural Mean +0.29
Weighted Mean +0.39 Unweighted Mean +0.33
Max +0.91 Article 19 Min +0.10 Article 11
Signal 30 No Data 1
Volatility 0.21 (Medium)
Negative 0 Channels E: 0.6 S: 0.4
SETL -0.08 Structural-dominant
FW Ratio 52% 67 facts · 62 inferences
Evidence 45% coverage
3H 14M 13L 1 ND
Theme Radar
Foundation Security Legal Privacy & Movement Personal Expression Economic & Social Cultural Order & Duties Foundation: 0.27 (3 articles) Security: 0.40 (2 articles) Legal: 0.20 (6 articles) Privacy & Movement: 0.34 (4 articles) Personal: 0.21 (3 articles) Expression: 0.64 (3 articles) Economic & Social: 0.20 (4 articles) Cultural: 0.80 (2 articles) Order & Duties: 0.27 (3 articles)
Editorial Channel
What the content says
+0.65
Article 19 Freedom of Expression
High A: Guarantees freedom of expression through open editing A: Supports right to seek and impart information F: Information framed as freely accessible and shareable C: Covers Japanese space technology without censorship
Editorial
+0.65
SETL
+0.25

Article exemplifies freedom of information by presenting technical content on Japanese satellite system openly and comprehensively; no censorship, editorial suppression, or information gatekeeping observed.

+0.50
Article 26 Education
High A: Provides universal access to education and knowledge F: Frames information as freely available learning resource C: Covers scientific and technical topics supporting education
Editorial
+0.50
SETL
-0.24

Article exemplifies educational content: technical but accessible explanation of satellite system supports learning and intellectual development; content available to all learners globally.

+0.45
Article 27 Cultural Participation
High A: Promotes scientific knowledge and cultural participation F: Presents technical achievement as shared human heritage C: Documents scientific and technological progress
Editorial
+0.45
SETL
-0.16

Article represents scientific and cultural knowledge as shared human heritage; documents technological achievement (Japanese satellite system) as contribution to global scientific culture accessible to all.

+0.40
Article 13 Freedom of Movement
Medium A: Facilitates freedom of movement through global information access F: Information framed as universally accessible across borders
Editorial
+0.40
SETL
+0.14

Content describes Japanese satellite system and makes technical information freely available globally; content itself is not geographically restricted.

+0.40
Article 20 Assembly & Association
Medium A: Permits peaceful assembly through collaborative editing A: Protects freedom of association in knowledge communities
Editorial
+0.40
SETL
-0.15

Article represents product of collective editorial association; no restrictions on participation in knowledge-building community.

+0.35
Preamble Preamble
Medium A: Promotes informed discourse through knowledge sharing
Editorial
+0.35
SETL
+0.19

Article content embodies principles of dignity, equality, and freedom through provision of factual information without discrimination; presents technical subject matter accessibly to global audience.

+0.35
Article 18 Freedom of Thought
Medium A: Supports freedom of thought through unimpeded information access A: Protects conscience through anonymous participation
Editorial
+0.35
SETL
-0.14

Technical article is presented without ideological bias or coercion; content respects reader autonomy to form independent judgment.

+0.30
Article 1 Freedom, Equality, Brotherhood
Medium A: Treats all information subjects with equal encyclopedic dignity
Editorial
+0.30
SETL
+0.12

Content presents technical information on Japanese satellite system with neutral, factual framing; no discriminatory language or hierarchical treatment of subject matter.

+0.30
Article 10 Fair Hearing
Medium A: Provides neutral forum for factual adjudication
Editorial
+0.30
SETL
-0.13

Wikipedia's neutral point of view policy and fact-based editing standards structurally support fair and public adjudication of disputed claims.

+0.30
Article 29 Duties to Community
Medium A: Imposes editorial standards limiting harms from knowledge misuse
Editorial
+0.30
SETL
-0.13

Article employs verifiability standards and neutral point of view to prevent harm from misinformation; technical content does not promote discrimination, hatred, or violence.

+0.25
Article 2 Non-Discrimination
Low
Editorial
+0.25
SETL
+0.11

No explicit engagement with non-discrimination principles in technical satellite system article.

+0.25
Article 7 Equality Before Law
Medium A: Provides equal access to knowledge without regard to identity
Editorial
+0.25
SETL
-0.12

Content is presented equally to all readers regardless of background; no discriminatory access restrictions or differential treatment based on reader characteristics.

+0.25
Article 14 Asylum
Medium A: Provides asylum to knowledge and contributors regardless of origin
Editorial
+0.25
SETL
-0.12

Content does not address asylum; but article represents Japanese space program information accessible to contributors from any nation.

+0.25
Article 21 Political Participation
Medium A: Enables democratic participation through peer governance
Editorial
+0.25
SETL
-0.19

Article content does not explicitly address political participation; but represents outcome of community democratic processes.

+0.25
Article 30 No Destruction of Rights
Medium A: Prevents destruction of human rights through transparent governance
Editorial
+0.25
SETL
-0.12

Article content itself does not address interpretation; but represents application of NPOV and verifiability standards preventing distortion of rights understanding.

+0.20
Article 3 Life, Liberty, Security
Medium
Editorial
+0.20
SETL
-0.23

Content does not explicitly engage with right to life, liberty, security of person.

+0.20
Article 6 Legal Personhood
Low
Editorial
+0.20
SETL
0.00

Technical article does not explicitly engage with right to recognition as a person before law.

+0.20
Article 12 Privacy
Medium A: Protects editor privacy through anonymity and data minimization
Editorial
+0.20
SETL
-0.28

Article content itself does not address privacy; but platform hosting article supports privacy through technical infrastructure.

+0.20
Article 15 Nationality
Low
Editorial
+0.20
SETL
-0.11

No explicit engagement with nationality rights in technical article.

+0.20
Article 22 Social Security
Low
Editorial
+0.20
SETL
-0.11

Technical article does not explicitly address social security or welfare rights.

+0.20
Article 28 Social & International Order
Low
Editorial
+0.20
SETL
-0.11

Technical article does not explicitly address social and international order supporting human rights.

+0.15
Article 5 No Torture
Medium
Editorial
+0.15
SETL
-0.26

Article content does not address torture or cruel treatment; maintains neutral, objective tone without inflammatory language.

+0.15
Article 9 No Arbitrary Detention
Low
Editorial
+0.15
SETL
-0.10

No explicit engagement with arbitrary arrest or detention in technical satellite article.

+0.15
Article 17 Property
Low
Editorial
+0.15
SETL
-0.10

No explicit engagement with property rights in technical content.

+0.15
Article 25 Standard of Living
Low
Editorial
+0.15
SETL
-0.10

Technical article does not address social and health rights directly.

+0.10
Article 8 Right to Remedy
Low
Editorial
+0.10
SETL
-0.09

Technical article does not explicitly address remedies for legal wrongs.

+0.10
Article 11 Presumption of Innocence
Low
Editorial
+0.10
SETL
0.00

Not applicable to technical content.

+0.10
Article 16 Marriage & Family
Low
Editorial
+0.10
SETL
0.00

Not applicable to technical satellite system article.

+0.10
Article 23 Work & Equal Pay
Low
Editorial
+0.10
SETL
-0.09

Technical article does not address labor rights or employment.

+0.10
Article 24 Rest & Leisure
Low
Editorial
+0.10
SETL
0.00

Not applicable to technical content.

ND
Article 4 No Slavery

Not applicable to technical satellite system article.

Structural Channel
What the site does
+0.60
Article 26 Education
High A: Provides universal access to education and knowledge F: Frames information as freely available learning resource C: Covers scientific and technical topics supporting education
Structural
+0.60
Context Modifier
+0.30
SETL
-0.24

Wikipedia's mission and infrastructure explicitly support education through free, open knowledge provision; multiple language versions, accessibility features, and educational resource designation enable universal educational access.

+0.55
Article 19 Freedom of Expression
High A: Guarantees freedom of expression through open editing A: Supports right to seek and impart information F: Information framed as freely accessible and shareable C: Covers Japanese space technology without censorship
Structural
+0.55
Context Modifier
+0.30
SETL
+0.25

Wikipedia's platform architecture institutionalizes freedom of expression through open editing, transparent edit histories, and minimal content restrictions; allows all users to impart and seek information equally.

+0.50
Article 27 Cultural Participation
High A: Promotes scientific knowledge and cultural participation F: Presents technical achievement as shared human heritage C: Documents scientific and technological progress
Structural
+0.50
Context Modifier
+0.30
SETL
-0.16

Wikipedia's structure enables participation in scientific and cultural knowledge commons; Creative Commons licensing supports sharing of scientific advances as collective heritage.

+0.45
Article 20 Assembly & Association
Medium A: Permits peaceful assembly through collaborative editing A: Protects freedom of association in knowledge communities
Structural
+0.45
Context Modifier
+0.30
SETL
-0.15

Wikipedia's structure enables users to freely associate in editing communities, form informal working groups, and participate in collaborative knowledge production.

+0.40
Article 12 Privacy
Medium A: Protects editor privacy through anonymity and data minimization
Structural
+0.40
Context Modifier
+0.20
SETL
-0.28

Wikipedia's privacy architecture includes anonymous editing, minimal data collection, and transparent privacy policies; no invasive tracking or surveillance integration.

+0.40
Article 18 Freedom of Thought
Medium A: Supports freedom of thought through unimpeded information access A: Protects conscience through anonymous participation
Structural
+0.40
Context Modifier
0.00
SETL
-0.14

Wikipedia's anonymous editing and neutral point of view policy protect contributors' freedom of thought and conscience without compulsion to disclose beliefs.

+0.35
Article 3 Life, Liberty, Security
Medium
Structural
+0.35
Context Modifier
+0.15
SETL
-0.23

Wikipedia's privacy protections for anonymous editors and data minimization practices structurally support personal security and liberty.

+0.35
Article 5 No Torture
Medium
Structural
+0.35
Context Modifier
+0.15
SETL
-0.26

Wikipedia's privacy infrastructure and anti-harassment policies structurally protect users from abuse and degradation.

+0.35
Article 10 Fair Hearing
Medium A: Provides neutral forum for factual adjudication
Structural
+0.35
Context Modifier
0.00
SETL
-0.13

Talk pages and edit histories create transparent record of editorial decisions; community deliberation supports fair hearing principle.

+0.35
Article 13 Freedom of Movement
Medium A: Facilitates freedom of movement through global information access F: Information framed as universally accessible across borders
Structural
+0.35
Context Modifier
0.00
SETL
+0.14

Wikipedia's global platform architecture makes content accessible across national borders; multiple language versions support transnational information access.

+0.35
Article 21 Political Participation
Medium A: Enables democratic participation through peer governance
Structural
+0.35
Context Modifier
0.00
SETL
-0.19

Wikipedia's governance model includes community decision-making through consensus and voting on policy; administrators elected by community rather than appointed unilaterally.

+0.35
Article 29 Duties to Community
Medium A: Imposes editorial standards limiting harms from knowledge misuse
Structural
+0.35
Context Modifier
0.00
SETL
-0.13

Wikipedia's policy framework restricts content promoting violence, discrimination, and hate; community moderation prevents harmful misuse of platform for incitement.

+0.30
Article 7 Equality Before Law
Medium A: Provides equal access to knowledge without regard to identity
Structural
+0.30
Context Modifier
0.00
SETL
-0.12

Wikipedia's access model provides equal opportunity for all users to read, edit, and contribute without discrimination based on status or identity.

+0.30
Article 14 Asylum
Medium A: Provides asylum to knowledge and contributors regardless of origin
Structural
+0.30
Context Modifier
0.00
SETL
-0.12

Wikipedia's global community model allows contributors from any country to participate equally; no discrimination based on national origin in participation rights.

+0.30
Article 30 No Destruction of Rights
Medium A: Prevents destruction of human rights through transparent governance
Structural
+0.30
Context Modifier
0.00
SETL
-0.12

Wikipedia's governance structure, transparent editorial processes, and community oversight prevent authoritarian control of knowledge that could undermine human rights understanding.

+0.25
Preamble Preamble
Medium A: Promotes informed discourse through knowledge sharing
Structural
+0.25
Context Modifier
0.00
SETL
+0.19

Wikipedia's platform structure supports universal access to information and enables participatory knowledge building; design supports non-discriminatory access to content.

+0.25
Article 1 Freedom, Equality, Brotherhood
Medium A: Treats all information subjects with equal encyclopedic dignity
Structural
+0.25
Context Modifier
0.00
SETL
+0.12

Wikipedia's editing model allows any user to contribute to any article regardless of background; platform structure treats all knowledge domains equally.

+0.25
Article 15 Nationality
Low
Structural
+0.25
Context Modifier
0.00
SETL
-0.11

Wikipedia does not require national citizenship or legal status for participation; structure supports transnational community membership.

+0.25
Article 22 Social Security
Low
Structural
+0.25
Context Modifier
0.00
SETL
-0.11

Wikipedia's free access model provides educational resource supporting social welfare goals, though not primarily a social safety net.

+0.25
Article 28 Social & International Order
Low
Structural
+0.25
Context Modifier
0.00
SETL
-0.11

Wikipedia's international, non-profit structure and global governance model reflect commitment to social order supporting human rights, though not primary focus.

+0.20
Article 2 Non-Discrimination
Low
Structural
+0.20
Context Modifier
0.00
SETL
+0.11

Wikipedia's community model does not actively feature anti-discrimination policies on technical content pages.

+0.20
Article 6 Legal Personhood
Low
Structural
+0.20
Context Modifier
0.00
SETL
0.00

Wikipedia permits anonymous participation, which structurally supports legal personhood recognition without requiring identity disclosure.

+0.20
Article 9 No Arbitrary Detention
Low
Structural
+0.20
Context Modifier
0.00
SETL
-0.10

Wikipedia's anonymity protections reduce risk of arbitrary state surveillance or detention based on editing activity.

+0.20
Article 17 Property
Low
Structural
+0.20
Context Modifier
0.00
SETL
-0.10

Wikipedia content released under Creative Commons license supporting shared ownership model rather than restrictive property claims.

+0.20
Article 25 Standard of Living
Low
Structural
+0.20
Context Modifier
+0.20
SETL
-0.10

Wikipedia provides knowledge resource potentially supporting health and social welfare understanding, though not healthcare provision.

+0.15
Article 8 Right to Remedy
Low
Structural
+0.15
Context Modifier
0.00
SETL
-0.09

Wikipedia dispute resolution processes provide structured mechanisms for addressing editorial disputes, though limited recourse for content-based harms.

+0.15
Article 23 Work & Equal Pay
Low
Structural
+0.15
Context Modifier
0.00
SETL
-0.09

Wikipedia relies on volunteer labor; does not engage directly with paid labor rights, though contributor autonomy in voluntary participation is respected.

+0.10
Article 11 Presumption of Innocence
Low
Structural
+0.10
Context Modifier
0.00
SETL
0.00

Not applicable to this content type.

+0.10
Article 16 Marriage & Family
Low
Structural
+0.10
Context Modifier
0.00
SETL
0.00

Not applicable to this content type.

+0.10
Article 24 Rest & Leisure
Low
Structural
+0.10
Context Modifier
0.00
SETL
0.00

Not applicable to this content type.

ND
Article 4 No Slavery

Not applicable to this content type.

Supplementary Signals
How this content communicates, beyond directional lean. Learn more
Epistemic Quality
How well-sourced and evidence-based is this content?
0.67 low claims
Sources
0.7
Evidence
0.6
Uncertainty
0.7
Purpose
0.8
Propaganda Flags
No manipulative rhetoric detected
0 techniques detected
Emotional Tone
Emotional character: positive/negative, intensity, authority
measured
Valence
+0.1
Arousal
0.3
Dominance
0.3
Transparency
Does the content identify its author and disclose interests?
0.70
✗ Author ✓ Funding
More signals: context, framing & audience
Solution Orientation
Does this content offer solutions or only describe problems?
0.64 solution oriented
Reader Agency
0.7
Stakeholder Voice
Whose perspectives are represented in this content?
0.45 2 perspectives
Speaks: institution
About: institutiongovernment
Temporal Framing
Is this content looking backward, at the present, or forward?
mixed medium term
Geographic Scope
What geographic area does this content cover?
global
Japan, Asia-Pacific
Complexity
How accessible is this content to a general audience?
moderate medium jargon general
Longitudinal 665 HN snapshots · 9 evals
+1 0 −1 HN
Audit Trail 29 entries
2026-02-28 14:33 model_divergence Cross-model spread 0.46 exceeds threshold (4 models) - -
2026-02-28 14:33 eval_success Lite evaluated: Neutral (0.00) - -
2026-02-28 14:33 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
reasoning
Neutral tech info
2026-02-26 23:18 eval_success Light evaluated: Neutral (0.00) - -
2026-02-26 23:18 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral)
2026-02-26 20:26 dlq Dead-lettered after 1 attempts: Quasi-Zenith Satellite System - -
2026-02-26 20:24 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - -
2026-02-26 20:23 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - -
2026-02-26 20:22 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - -
2026-02-26 17:47 dlq Dead-lettered after 1 attempts: Quasi-Zenith Satellite System - -
2026-02-26 17:45 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - -
2026-02-26 17:44 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - -
2026-02-26 17:43 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - -
2026-02-26 11:21 eval_success Evaluated: Moderate positive (0.46) - -
2026-02-26 11:21 eval Evaluated by deepseek-v3.2: +0.46 (Moderate positive) 10,521 tokens
2026-02-26 09:30 dlq Dead-lettered after 1 attempts: Quasi-Zenith Satellite System - -
2026-02-26 09:27 rate_limit OpenRouter rate limited (429) model=mistral-small-3.1 - -
2026-02-26 09:26 rate_limit OpenRouter rate limited (429) model=mistral-small-3.1 - -
2026-02-26 09:25 rate_limit OpenRouter rate limited (429) model=mistral-small-3.1 - -
2026-02-26 09:19 dlq Dead-lettered after 1 attempts: Quasi-Zenith Satellite System - -
2026-02-26 09:19 dlq Dead-lettered after 1 attempts: Quasi-Zenith Satellite System - -
2026-02-26 09:18 eval_retry OpenRouter API error 402 model=mistral-small-3.1 - -
2026-02-26 09:18 eval_failure Evaluation failed: Error: OpenRouter API error 402: {"error":{"message":"Provider returned error","code":402,"metadata":{"raw":"{\"error\":\"API key USD spend limit exceeded. Your account may still have USD balance, but - -
2026-02-26 02:14 eval Evaluated by claude-haiku-4-5-20251001: +0.39 (Neutral) 14,652 tokens -0.03
2026-02-26 02:13 eval Evaluated by claude-haiku-4-5-20251001: +0.42 (Moderate positive) 13,655 tokens -0.09
2026-02-26 02:12 eval Evaluated by claude-haiku-4-5-20251001: +0.52 (Moderate positive) 14,143 tokens -0.01
2026-02-26 02:11 eval Evaluated by claude-haiku-4-5-20251001: +0.53 (Moderate positive) 12,167 tokens +0.03
2026-02-26 02:11 eval Evaluated by claude-haiku-4-5-20251001: +0.50 (Moderate positive) 13,684 tokens +0.02
2026-02-26 02:08 eval Evaluated by claude-haiku-4-5-20251001: +0.48 (Moderate positive) 13,869 tokens