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Model Comparison
Model Editorial Structural Class Conf SETL Theme deepseek/deepseek-v3.2-20251201 +0.13 +0.10 Mild positive 0.04 0.00 Work & Expression @cf/meta/llama-4-scout-17b-16e-instruct lite 0.00 ND Neutral 0.90 0.00 Career Development @cf/meta/llama-3.3-70b-instruct-fp8-fast lite 0.00 ND Neutral 0.90 0.00 Employment Opportunity
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 0.10 ND ND Article 20 ND ND ND Article 21 ND ND ND Article 22 0.10 ND ND Article 23 0.20 ND ND Article 24 ND ND ND Article 25 ND ND ND Article 26 0.10 ND ND Article 27 ND ND ND Article 28 ND ND ND Article 29 ND ND ND Article 30 ND ND ND
Summary Work & Education Acknowledges
This is a Hacker News user post seeking advice on learning the Ada programming language and acquiring domain knowledge for a new job. The content engages human rights themes related to work, education, and free exchange of information. The evaluation shows a mildly positive directionality, primarily reflecting the user's stated pursuit of employment and knowledge.
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: +0.10 — 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: +0.10 — Social Security 22 Article 23: +0.20 — 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: +0.10 — 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 +0.26 Structural Mean +0.40 Weighted Mean +0.14 Unweighted Mean +0.13 Max +0.20 Article 23 Min +0.10 Article 19 Signal 4 No Data 27 Volatility 0.04 (Low) Negative 0 Channels E: 0.6 S: 0.4 SETL ℹ -0.24 Structural-dominant FW Ratio ℹ 53% 10 facts · 9 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: 0.10 (1 articles) Economic & Social: 0.15 (2 articles) Cultural: 0.10 (1 articles) Order & Duties: 0.00 (0 articles) Editorial Channel
What the content says
+0.20
Medium Coverage
Content directly discusses employment, job offer, and work conditions (contract job, product owner role).
FW Ratio: 50%
Observable Facts
The post begins with 'good news' about a likely job offer for a contract position as a product owner. Inferences
The content directly engages with the right to work, employment choice, and favorable work conditions. +0.10
Low Coverage
Content exercises freedom of opinion and expression through a public post asking for advice.
FW Ratio: 50%
Observable Facts
The post is a public expression of the author's situation and requests for advice. Inferences
The act of posting on a public forum demonstrates the exercise of freedom of expression. +0.10
Low Coverage
Content indirectly relates to economic rights through employment opportunity after unemployment.
FW Ratio: 50%
Observable Facts
The post mentions an 'unexpectedly long absence from employment' and a 95% certainty of a job offer. Inferences
The mention of employment after unemployment touches indirectly on economic security and social rights. +0.10
Low Coverage
Content requests educational resources for learning Ada programming language.
FW Ratio: 50%
Observable Facts
The post asks question 2: 'If you know Ada, what resources to learn Ada do you recommend?' Inferences
The request for learning resources engages indirectly with the right to education and professional development. ND
Content does not discuss human dignity, equality, or fundamental human rights.
FW Ratio: 50%
Observable Facts
The content is a personal post on a discussion forum about a job offer and technical questions regarding Ada. Inferences
The subject matter is not related to the concepts of inherent dignity or inalienable rights described in the UDHR preamble. ND
Content does not address human equality in dignity and rights, or reason and conscience.
FW Ratio: 50%
Observable Facts
The content is a request for technical advice on a programming language and role adaptation. Inferences
The post is value-neutral regarding the concepts of equality and fraternity among human beings. ND
Content does not mention or discuss discrimination.
FW Ratio: 50%
Observable Facts
The post does not discuss race, color, sex, language, religion, political opinion, national origin, property, birth, or status. Inferences
The subject matter does not engage with the rights and freedoms proclaimed in the UDHR. ND
Content does not mention life, liberty, or security of person.
FW Ratio: 50%
Observable Facts
The post discusses a potential job offer and asks for programming advice. Inferences
The content has no observable relationship to the right to life, liberty, and personal security. ND
Content does not mention slavery or servitude.
FW Ratio: 50%
Observable Facts
The post does not discuss slavery, slave trade, servitude, or forced labor. Inferences
The topic of employment is presented as voluntary opportunity, not servitude. ND
Content does not mention torture or cruel/inhuman/degrading treatment.
FW Ratio: 50%
Observable Facts
The post's questions relate to technical skills and role adaptation. Inferences
The subject matter does not engage with the prohibition of torture or cruel treatment. ND
Content does not mention recognition as a person before the law.
FW Ratio: 50%
Observable Facts
The content is a technical discussion about a programming job. Inferences
The topic does not address recognition as a person before the law. ND
Content does not mention equality before the law or protection against discrimination.
FW Ratio: 50%
Observable Facts
The post does not discuss law, protection, or discrimination. Inferences
The subject matter does not relate to equality before the law or protection against discrimination. ND
Content does not mention effective remedy or rights violations.
FW Ratio: 50%
Observable Facts
The post is about job skills and domain knowledge, not legal rights or remedies. Inferences
The content does not engage with the right to an effective remedy for rights violations. ND
Content does not mention arbitrary arrest, detention, or exile.
FW Ratio: 50%
Observable Facts
The post describes a voluntary job opportunity after a period of unemployment. Inferences
The mention of 'unexpectedly long absence from employment' is a factual statement about job search, not about arbitrary detention. ND
Content does not mention fair hearings or independent tribunals.
FW Ratio: 50%
Observable Facts
The post does not discuss legal proceedings, hearings, or tribunals. Inferences
The content has no observable relationship to the right to a fair public hearing. ND
Content does not mention criminal charges, presumption of innocence, or penal offenses.
FW Ratio: 50%
Observable Facts
The content is a technical discussion about a programming language and job role. Inferences
The subject matter does not address rights in criminal proceedings. ND
Content does not mention privacy, family, home, correspondence, honor, or reputation.
FW Ratio: 50%
Observable Facts
The post is a public request for advice on a technical forum. Inferences
The personal nature of the job search disclosure does not constitute a discussion of privacy rights. ND
Content does not mention freedom of movement or residence.
FW Ratio: 50%
Observable Facts
The post does not discuss movement, residence, leaving countries, or returning. Inferences
The content does not engage with rights related to freedom of movement or residence. ND
Content does not mention asylum or persecution.
FW Ratio: 50%
Observable Facts
The post does not discuss persecution, asylum, or non-political crimes. Inferences
The subject matter is unrelated to the right to seek asylum from persecution. ND
Content does not mention nationality or the right to change nationality.
FW Ratio: 50%
Observable Facts
The post does not discuss nationality, statelessness, or citizenship. Inferences
The content does not address the right to a nationality. ND
Content does not mention marriage, family, consent, or family protection.
FW Ratio: 50%
Observable Facts
The content is focused on employment and technical skills. Inferences
The subject matter does not engage with rights related to marriage and family. ND
Content does not mention property, ownership, or deprivation of property.
FW Ratio: 50%
Observable Facts
The post does not discuss property, ownership, or deprivation of property. Inferences
The content is not about the right to own property. ND
Content does not mention freedom of thought, conscience, religion, or belief.
FW Ratio: 50%
Observable Facts
The post's questions are about technical skills and job adaptation. Inferences
The subject matter does not address freedom of thought, conscience, or religion. ND
Content does not mention peaceful assembly or association.
FW Ratio: 50%
Observable Facts
The post does not discuss assembly, association, or membership in organizations. Inferences
While posted on a community forum, the content itself does not address the right to peaceful assembly or association. ND
Content does not mention participation in government, equal access to public service, or elections.
FW Ratio: 50%
Observable Facts
The post is about a private sector job opportunity and technical questions. Inferences
The content does not engage with the right to participate in government or public service. ND
Content does not mention rest, leisure, or working hours.
FW Ratio: 50%
Observable Facts
The post does not discuss working hours, holidays, or leisure time. Inferences
The subject matter does not address the right to rest and leisure. ND
Content does not mention standard of living, health, food, housing, or social services.
FW Ratio: 50%
Observable Facts
The post does not discuss standard of living, health, food, housing, or medical care. Inferences
The mention of employment could indirectly relate to standard of living, but this is not explicitly discussed. ND
Content does not mention participation in cultural life, scientific advancement, or protection of moral/material interests.
FW Ratio: 50%
Observable Facts
The post discusses technical work and learning, not cultural life or scientific advancement. Inferences
While about programming, the content does not directly address participation in cultural life or scientific advancement. ND
Content does not mention social and international order for rights realization.
FW Ratio: 50%
Observable Facts
The post does not discuss social order, international order, or rights realization frameworks. Inferences
The content is a personal technical inquiry, not a discussion of social or international order for rights. ND
Content does not mention duties to community or limitations on rights for others' rights.
FW Ratio: 50%
Observable Facts
The post does not discuss duties to community, morality, public order, or general welfare. Inferences
The subject matter does not address duties to community or limitations on rights. ND
Content does not mention destruction of rights or interpretation of UDHR.
FW Ratio: 50%
Observable Facts
The post does not discuss interpretation of the UDHR or destruction of rights. Inferences
The content does not engage with the prohibition against destroying UDHR rights.
Structural Channel
What the site does
+0.10
Low Coverage
Forum platform structurally enables expression and reception of information through posts and replies.
ND
No structural features relevant to foundational human rights principles.
ND
No structural signals related to equality or fraternity.
ND
No structural features relevant to non-discrimination.
ND
No structural signals related to protecting life, liberty, or security.
ND
No structural signals related to the prohibition of slavery.
ND
No structural signals related to the prohibition of torture.
ND
No structural signals related to legal personality.
ND
No structural signals related to equal protection of the law.
ND
No structural signals related to judicial remedies.
ND
No structural signals related to protection against arbitrary detention.
ND
No structural signals related to fair public hearings.
ND
No structural signals related to criminal justice rights.
ND
No structural signals related to privacy protection.
ND
No structural signals related to freedom of movement.
ND
No structural signals related to the right to seek asylum.
ND
No structural signals related to nationality rights.
ND
No structural signals related to marriage and family rights.
ND
No structural signals related to property rights.
ND
No structural signals related to freedom of thought or religion.
ND
No structural signals specifically supporting assembly or association beyond basic forum functionality.
ND
No structural signals related to political participation.
ND
Low Coverage
No structural signals specifically supporting economic, social, and cultural rights.
ND
Medium Coverage
No structural signals specifically supporting work rights.
ND
No structural signals related to rest and leisure.
ND
No structural signals related to adequate standard of living.
ND
Low Coverage
No structural signals specifically supporting education rights.
ND
No structural signals related to cultural participation or intellectual property.
ND
No structural signals related to enabling social/international order.
ND
No structural signals related to community duties or rights limitations.
ND
No structural signals related to preventing rights destruction.
Supplementary Signals
How this content communicates, beyond directional lean.
Learn more How well-sourced and evidence-based is this content?
0.56 low claims
Sources 0.3 Evidence 0.4 Uncertainty 0.8 Purpose 1.0
No manipulative rhetoric detected
0 techniques detected
Emotional character: positive/negative, intensity, authority
hopeful
Valence +0.6 Arousal 0.3 Dominance 0.2
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?
0.20 mixed
Whose perspectives are represented in this content?
0.40 1 perspective
Speaks: individuals
Is this content looking backward, at the present, or forward?
present immediate
What geographic area does this content cover?
unspecified How accessible is this content to a general audience?
accessible medium jargon domain specific
Longitudinal
526 HN snapshots · 5 evals
Audit Trail
16 entries all eval pipeline all models deepseek-v3.2 llama-4-scout-wai llama-3.3-70b-wai
newest first
2026-02-28 16:27 eval_success Evaluated: Mild positive (0.14) - - 2026-02-28 16:27
eval
Evaluated by deepseek-v3.2 : +0.14 (Mild positive) 8,914 tokens -0.18 2026-02-28 16:27 rater_validation_warn Validation warnings for model deepseek-v3.2: 1W 0R - - 2026-02-28 16:08 eval_success Evaluated: Moderate positive (0.31) - - 2026-02-28 16:08 model_divergence Cross-model spread 0.31 exceeds threshold (3 models) - - 2026-02-28 16:08
eval
Evaluated by deepseek-v3.2 : +0.31 (Moderate positive) 7,691 tokens 2026-02-28 16:08 rater_validation_warn Validation warnings for model deepseek-v3.2: 1W 2R - - 2026-02-28 05:40 eval_success Light evaluated: Neutral (0.00) - - 2026-02-28 05:40 rater_validation_warn Light validation warnings for model llama-4-scout-wai: 0W 1R - - 2026-02-28 05:40
eval
Evaluated by llama-4-scout-wai : 0.00 (Neutral) 2026-02-28 05:25 eval_success Light evaluated: Neutral (0.00) - - 2026-02-28 05:25 rater_validation_warn Light validation warnings for model llama-3.3-70b-wai: 0W 1R - - 2026-02-28 05:25
eval
Evaluated by llama-3.3-70b-wai : 0.00 (Neutral) 0.00 2026-02-28 05:20 eval_success Light evaluated: Neutral (0.00) - - 2026-02-28 05:20 rater_validation_warn Light validation warnings for model llama-3.3-70b-wai: 0W 1R - - 2026-02-28 05:20
eval
Evaluated by llama-3.3-70b-wai : 0.00 (Neutral)