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Model Comparison
Model Editorial Structural Class Conf SETL Theme deepseek/deepseek-v3.2-20251201 0.00 ND Neutral 0.02 — Technology Access @cf/meta/llama-4-scout-17b-16e-instruct lite 0.00 ND Neutral 1.00 0.00 Technology @cf/meta/llama-3.3-70b-instruct-fp8-fast lite 0.00 ND Neutral 0.90 0.00 No human rights theme
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 ND ND ND Article 1 ND ND ND Article 2 ND ND ND Article 3 ND ND ND Article 4 ND ND ND Article 5 ND ND ND Article 6 ND ND ND Article 7 ND ND ND Article 8 ND ND ND Article 9 ND ND ND Article 10 ND ND ND Article 11 ND ND ND Article 12 ND 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 ND ND ND Article 19 ND 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 ND ND ND Article 27 ND ND ND Article 28 ND ND ND Article 29 ND ND ND Article 30 ND ND ND
Summary Technology Access Neutral
This page is a GitHub repository hosting a software driver. The content is purely technical with no editorial discourse on human rights. Structural signals are minimal and neutral, showing a public repository that facilitates code sharing but also includes tracking mechanisms. The overall evaluation reflects technical content with no strong human rights alignment or opposition.
Article Heatmap
Preamble: ND — Preamble Preamble: No Data — 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: ND — Life, Liberty, Security Article 3: No Data — Life, Liberty, Security 3 Article 4: ND — No Slavery Article 4: No Data — No Slavery 4 Article 5: ND — No Torture Article 5: No Data — 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: ND — No Arbitrary Detention Article 9: No Data — 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: ND — Privacy Article 12: No Data — 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: ND — Freedom of Thought Article 18: No Data — Freedom of Thought 18 Article 19: ND — Freedom of Expression Article 19: No Data — 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: ND — Education Article 26: No Data — Education 26 Article 27: ND — Cultural Participation Article 27: No Data — 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 ND Structural Mean ND Weighted Mean 0.00 Unweighted Mean 0.00 Max 0.00 N/A Min 0.00 N/A Signal 0 No Data 31 Volatility 0.00 (Low) Negative 0 Channels E: 0.6 S: 0.4 SETL ℹ ND FW Ratio ℹ 50% 4 facts · 4 inferences
Theme Radar
Foundation Security Legal Privacy & Movement Personal Expression Economic & Social Cultural Order & Duties Foundation: 0.00 (0 articles) Security: 0.00 (0 articles) Legal: 0.00 (0 articles) Privacy & Movement: 0.00 (0 articles) Personal: 0.00 (0 articles) Expression: 0.00 (0 articles) Economic & Social: 0.00 (0 articles) Cultural: 0.00 (0 articles) Order & Duties: 0.00 (0 articles) Editorial Channel
What the content says
ND
No explicit reference to universal human rights or foundational dignity.
FW Ratio: 50%
Observable Facts
Page title describes a software driver for the Go programming language. Inferences
The content is purely technical, lacking any discourse connecting to human rights concepts. ND
No discussion of dignity, equality, or rights.
ND
No content addressing discrimination or equality of rights.
ND
No discussion of life, liberty, or personal security.
ND
No discussion of slavery or servitude.
ND
No discussion of torture or cruel treatment.
ND
No content about recognition as a person before the law.
ND
No discussion of equality before the law or equal protection.
ND
No discussion of legal remedies or effective recourse.
ND
No discussion of arbitrary detention or exile.
ND
No discussion of fair trial or public hearing.
ND
No discussion of criminal defense or presumption of innocence.
ND
Low Practice
No content about privacy, reputation, or attacks on honor.
FW Ratio: 50%
Observable Facts
Page includes JavaScript with a 'featureFlags' array containing numerous feature names. Inferences
The presence of feature flag tracking suggests data collection that could impact user privacy. ND
No discussion of freedom of movement or residence.
ND
No discussion of asylum or persecution.
ND
No discussion of nationality or statelessness.
ND
No discussion of marriage, family, or consent.
ND
No discussion of property ownership or deprivation.
ND
No discussion of thought, conscience, or religion.
ND
Low Practice
No editorial content about freedom of expression.
FW Ratio: 50%
Observable Facts
Page is titled 'LAN8720: LAN8270 driver for the Go programming language.' Inferences
A public code repository structurally facilitates the sharing of information and expression. ND
No discussion of assembly or association.
ND
No discussion of political participation or government.
ND
No discussion of social security or economic rights.
ND
No discussion of work, pay, unions, or employment.
ND
No discussion of rest, leisure, or working hours.
ND
No discussion of standard of living, health, or social services.
ND
No discussion of education, instruction, or development.
ND
Low Practice
No discussion of cultural life, arts, or scientific advancement.
FW Ratio: 50%
Observable Facts
Page title indicates it is a software driver repository. Inferences
Hosting technical code contributes to scientific and technological development. ND
No discussion of social order or rights realization.
ND
No discussion of duties, limitations, or community.
ND
No discussion of rights destruction or interpretation.
Structural Channel
What the site does
ND
No structural signals related to human rights foundational principles.
ND
Platform ToS apply but not observable on this page.
ND
No structural signals for or against non-discrimination.
ND
No structural features impacting these rights.
ND
No structural features related to forced labor.
ND
No structural features related to these protections.
ND
No structural signals related to legal personhood.
ND
No structural signals related to legal equality.
ND
No structural features providing or denying recourse.
ND
No structural features related to detention.
ND
No structural features related to judicial process.
ND
No structural features related to criminal justice.
ND
Low Practice
Platform-level privacy signals present but not page-specific; page contains embedded analytics/feature flag JavaScript.
ND
No structural features related to movement or borders.
ND
No structural features related to asylum.
ND
No structural features related to nationality.
ND
No structural features related to family rights.
ND
Page is a software repository, but no explicit signals about IP rights.
ND
No structural features impacting freedom of thought.
ND
Low Practice
Page is a public software repository enabling open sharing of code and ideas.
ND
No structural features specifically enabling or hindering association.
ND
No structural features related to political participation.
ND
No structural features related to social welfare.
ND
No structural features related to labor rights.
ND
No structural features related to rest or leisure.
ND
Platform accessibility features exist but are not page-specific.
ND
No structural features specifically enabling or hindering education.
ND
Low Practice
Page hosts open-source software code, enabling participation in scientific advancement.
ND
No structural signals related to social order.
ND
No structural signals related to duties or community responsibility.
ND
No structural signals undermining rights.
Supplementary Signals
How this content communicates, beyond directional lean.
Learn more How well-sourced and evidence-based is this content?
0.38 low claims
Sources 0.1 Evidence 0.1 Uncertainty 1.0 Purpose 0.8
No manipulative rhetoric detected
0 techniques detected
Emotional character: positive/negative, intensity, authority
detached
Valence 0.0 Arousal 0.0 Dominance 0.0
Does the content identify its author and disclose interests?
0.00
✗ Author
More signals: context, framing & audience Does this content offer solutions or only describe problems?
0.52 solution oriented
Whose perspectives are represented in this content?
0.20 1 perspective
Speaks: institution
Is this content looking backward, at the present, or forward?
present unspecified
What geographic area does this content cover?
unspecified How accessible is this content to a general audience?
technical medium jargon domain specific
Longitudinal
71 HN snapshots · 3 evals
Audit Trail
9 entries all eval pipeline all models deepseek-v3.2 llama-4-scout-wai llama-3.3-70b-wai
newest first
2026-03-01 02:44 eval_success Evaluated: Neutral (0.00) - - 2026-03-01 02:44
eval
Evaluated by deepseek-v3.2 : 0.00 (Neutral) 9,696 tokens 2026-03-01 02:44 rater_validation_warn Validation warnings for model deepseek-v3.2: 0W 3R - - 2026-02-28 06:10 eval_success Light evaluated: Neutral (0.00) - - 2026-02-28 06:10 rater_validation_warn Light validation warnings for model llama-4-scout-wai: 0W 1R - - 2026-02-28 06:10
eval
Evaluated by llama-4-scout-wai : 0.00 (Neutral) reasoning ED: Neutral tech project page
2026-02-28 05:54 eval_success Light evaluated: Neutral (0.00) - - 2026-02-28 05:54
eval
Evaluated by llama-3.3-70b-wai : 0.00 (Neutral) 2026-02-28 05:54 rater_validation_warn Light validation warnings for model llama-3.3-70b-wai: 0W 1R - -