home / worksinprogress.co / item 47158456
Model Comparison
Model Editorial Structural Class Conf SETL Theme @cf/meta/llama-3.3-70b-instruct-fp8-fast lite 0.00 ND Neutral 1.00 0.00 No human rights theme @cf/meta/llama-4-scout-17b-16e-instruct lite +0.10 ND Mild positive 0.80 0.00 Environmental Regulation deepseek/deepseek-v3.2-20251201 +0.04 +0.01 Neutral 0.14 0.10 Economic & Social Rights
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 Preamble ND ND 0.09 Article 1 ND ND ND Article 2 ND ND 0.13 Article 3 ND ND 0.00 Article 4 ND ND ND Article 5 ND ND ND Article 6 ND ND 0.00 Article 7 ND ND 0.00 Article 8 ND ND 0.00 Article 9 ND ND ND Article 10 ND ND 0.00 Article 11 ND ND 0.00 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 0.00 Article 18 ND ND ND Article 19 ND ND 0.00 Article 20 ND ND ND Article 21 ND ND 0.00 Article 22 ND ND 0.12 Article 23 ND ND 0.00 Article 24 ND ND ND Article 25 ND ND 0.09 Article 26 ND ND 0.12 Article 27 ND ND 0.00 Article 28 ND ND 0.00 Article 29 ND ND 0.06 Article 30 ND ND ND
Summary Economic & Social Rights Acknowledges
The article 'The Gold-Plating of American Water' critiques excessive water safety regulations, arguing they increase costs and reduce affordability, disproportionately impacting poorer communities. Its human rights engagement is indirect but centers on the right to an adequate standard of living (Article 25) and social security (Article 22), framed through a lens of economic policy critique. The overall evaluation is mildly positive, acknowledging rights implications through a policy analysis frame.
Article Heatmap
Preamble: +0.09 — Preamble P Article 1: ND — Freedom, Equality, Brotherhood Article 1: No Data — Freedom, Equality, Brotherhood 1 Article 2: +0.13 — Non-Discrimination 2 Article 3: 0.00 — 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: 0.00 — Legal Personhood 6 Article 7: 0.00 — Equality Before Law 7 Article 8: 0.00 — Right to Remedy 8 Article 9: ND — No Arbitrary Detention Article 9: No Data — No Arbitrary Detention 9 Article 10: 0.00 — Fair Hearing 10 Article 11: 0.00 — 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: 0.00 — Property 17 Article 18: ND — Freedom of Thought Article 18: No Data — Freedom of Thought 18 Article 19: 0.00 — Freedom of Expression 19 Article 20: ND — Assembly & Association Article 20: No Data — Assembly & Association 20 Article 21: 0.00 — Political Participation 21 Article 22: +0.12 — Social Security 22 Article 23: 0.00 — Work & Equal Pay 23 Article 24: ND — Rest & Leisure Article 24: No Data — Rest & Leisure 24 Article 25: +0.09 — Standard of Living 25 Article 26: +0.12 — Education 26 Article 27: 0.00 — Cultural Participation 27 Article 28: 0.00 — Social & International Order 28 Article 29: +0.06 — Duties to Community 29 Article 30: ND — No Destruction of Rights Article 30: No Data — No Destruction of Rights 30
Aggregates
Editorial Mean +0.04 Structural Mean +0.01 Weighted Mean +0.04 Unweighted Mean +0.03 Max +0.13 Article 2 Min 0.00 Article 3 Signal 18 No Data 13 Volatility 0.05 (Low) Negative 0 Channels E: 0.6 S: 0.4 SETL ℹ +0.10 Editorial-dominant FW Ratio ℹ 52% 15 facts · 14 inferences
Theme Radar
Foundation Security Legal Privacy & Movement Personal Expression Economic & Social Cultural Order & Duties Foundation: 0.11 (2 articles) Security: 0.00 (1 articles) Legal: 0.00 (5 articles) Privacy & Movement: 0.00 (0 articles) Personal: 0.00 (1 articles) Expression: 0.00 (2 articles) Economic & Social: 0.07 (3 articles) Cultural: 0.06 (2 articles) Order & Duties: 0.03 (2 articles) Editorial Channel
What the content says
+0.20
Medium Framing
Article's core argument about over-regulation negatively impacting economic and social rights (water access) aligns with concerns about social security.
FW Ratio: 50%
Observable Facts
Article argues 'gold-plating' regulations make water unaffordable. It claims high costs prevent infrastructure investment. Inferences
The framing suggests regulatory excess undermines the realization of economic and social rights. Affordable water access is foundational to social security and standard of living. +0.15
Low Framing
The article's analysis of over-regulation implicitly invokes the UDHR's foundational principle of promoting 'freedom' and 'social progress', but does not explicitly mention human rights or the UDHR.
FW Ratio: 50%
Observable Facts
The article analyzes 'gold-plating' in water regulations. It argues excessive regulation increases costs and reduces access. Inferences
The critique of regulation frames the issue around freedom from burdensome state intervention. The implicit argument links regulatory excess to impediments on social progress and human welfare. +0.15
Medium Framing
Article directly addresses the right to an adequate standard of living, including food and housing, by arguing excessive water regulation undermines affordability and health.
FW Ratio: 50%
Observable Facts
Article states high water costs 'hurt housing affordability'. It links water safety to public health. Inferences
The argument connects regulatory policy to the material conditions necessary for a decent standard of living. Focus on affordability and health implicitly advocates for Article 25 rights. +0.10
Low Framing
Article indirectly touches on discrimination by highlighting how regulatory costs disproportionately burden lower-income communities.
FW Ratio: 50%
Observable Facts
Article discusses water affordability and access. It mentions high costs impacting 'poorer Americans'. Inferences
The framing suggests unequal outcomes from regulatory policies, implicating non-discrimination. High costs can lead to de facto discrimination based on economic status. +0.10
Low Framing
The critique of regulation touches on the balance between individual freedom and societal duties.
FW Ratio: 67%
Observable Facts
Article argues regulations exceed what is 'necessary'. It suggests a better balance between safety and cost is needed. Inferences
The argument implies current duties (regulation) are excessive and infringe on community welfare. 0.00
Low
No explicit mention of the right to life, liberty, or security of person.
FW Ratio: 50%
Observable Facts
The article discusses water safety and infrastructure investment. Inferences
The topic of water safety is tangentially related to security of person, but not framed as a right. 0.00
Low
No explicit mention of recognition as a person before the law.
0.00
Low
No explicit mention of equality before the law or equal protection.
0.00
Low
No mention of effective remedy or rights violations.
0.00
Low
No mention of fair public hearings or tribunals.
0.00
Low
No mention of presumption of innocence or criminal law.
0.00
Low
No explicit mention of property rights, but the critique of regulatory 'takings' indirectly relates to property.
FW Ratio: 50%
Observable Facts
Article discusses regulatory costs imposed on water utilities and consumers. Inferences
Regulatory burdens can be seen as an imposition on economic resources, a form of property. 0.00
Low
No explicit mention of freedom of opinion, expression, or media.
FW Ratio: 50%
Observable Facts
The page hosts a published article expressing an opinion on regulation. Inferences
Publishing the article structurally supports the act of expression. 0.00
Low
No explicit mention of participation in government, voting, or public service.
FW Ratio: 50%
Observable Facts
Article critiques regulatory policy decisions. Inferences
The critique implies a concern with how government functions, indirectly touching on participation. 0.00
Low
No explicit mention of work, free choice of employment, just conditions, equal pay, or unionization.
0.00
Low
No mention of education.
FW Ratio: 50%
Observable Facts
The article is openly accessible without a paywall. Inferences
Open access structurally supports the dissemination of information, a component of education. 0.00
Low
No explicit mention of cultural life, arts, or scientific advancement.
0.00
Low
No explicit mention of a social and international order.
ND
No content observed regarding human dignity, equal birth rights, or the spirit of brotherhood.
ND
No mention of slavery or servitude.
ND
No mention of torture or cruel/inhuman/degrading treatment.
ND
No mention of arbitrary detention or exile.
ND
No mention of privacy, family, home, correspondence, or attacks on honor.
ND
No mention of freedom of movement or residence.
ND
No mention of asylum or persecution.
ND
No mention of nationality or statelessness.
ND
No mention of marriage, family, or consent.
ND
No mention of freedom of thought, conscience, or religion.
ND
No mention of assembly or association.
ND
No mention of rest, leisure, or working hours.
ND
No mention of destruction of rights or interpretation of the UDHR.
Structural Channel
What the site does
Element Modifier Affects Note Legal & Terms Privacy —
No privacy policy or cookie disclosure visible in provided content Terms of Service —
No ToS discernible from page content Identity & Mission Mission 0.00
No explicit mission statement visible in provided HTML Editorial Code —
No editorial code of conduct discernible from page content Ownership —
No ownership information visible in provided content Access & Distribution Access Model +0.05 Article 26
No paywall or access restrictions evident in provided content; article appears open-access, supporting information access Ad/Tracking —
No ad or tracking pixels visible in provided HTML snippet Accessibility +0.05 Article 2 Article 26
Page uses semantic HTML and contrast-aware color scheme, suggesting baseline accessibility consideration; however, minimal evidence of WCAG compliance or assistive technology testing
+0.05
Low Framing
Cached DCP notes accessibility modifier of 0.05 for semantic HTML and contrast, affecting this article.
+0.05
Low
Cached DCP notes access_model modifier (0.05) for open-access article, supporting information access.
0.00
Low Framing
The page structure provides a standard article reading experience with no observable structural promotion or hindrance of the Preamble's aspirations.
0.00
Low
The page does not structurally threaten or protect life, liberty, or security.
0.00
Low
The page does not structurally affirm or deny legal personhood.
0.00
Low
No structural elements promoting or undermining legal equality.
0.00
Low
No structural elements related to judicial remedies.
0.00
Low
No structural elements related to fair hearings.
0.00
Low
No structural elements related to criminal justice.
0.00
Low
No structural elements promoting or hindering property ownership.
0.00
Low
The page structurally serves as a platform for expression by publishing an article.
0.00
Low
No structural elements related to political participation.
0.00
Medium Framing
No structural elements promoting social security observed.
0.00
Low
No structural elements related to labor rights observed.
0.00
Medium Framing
No structural elements directly promoting adequate living standards.
0.00
Low
No structural elements promoting cultural participation observed.
0.00
Low
No structural elements related to international order observed.
0.00
Low Framing
No structural elements related to duties or limitations.
ND
No structural elements observed promoting or undermining dignity or equality.
ND
No structural elements related to forced labor observed.
ND
No structural elements related to torture observed.
ND
No structural elements related to detention observed.
ND
No structural privacy signals beyond cached DCP.
ND
No structural elements related to movement observed.
ND
No structural elements related to asylum observed.
ND
No structural elements related to nationality observed.
ND
No structural elements related to family rights observed.
ND
No structural elements related to conscience or religion observed.
ND
No structural elements facilitating or hindering assembly observed.
ND
No structural elements related to leisure observed.
ND
No structural elements attempting to destroy rights observed.
Supplementary Signals
How this content communicates, beyond directional lean.
Learn more How well-sourced and evidence-based is this content?
0.42 medium claims
Sources 0.3 Evidence 0.4 Uncertainty 0.2 Purpose 0.8
No manipulative rhetoric detected
0 techniques detected
Emotional character: positive/negative, intensity, authority
measured
Valence -0.3 Arousal 0.4 Dominance 0.6
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?
0.42 mixed
Whose perspectives are represented in this content?
0.40 2 perspectives
Speaks: individuals
About: government corporation individuals marginalized
Is this content looking backward, at the present, or forward?
present medium term
What geographic area does this content cover?
national United States
How accessible is this content to a general audience?
moderate medium jargon domain specific
Longitudinal
· 6 evals
+1 0 −1 HN
Audit Trail
15 entries all eval pipeline all models llama-3.3-70b-wai llama-4-scout-wai deepseek-v3.2
newest first
2026-02-28 15:12 eval_success Lite evaluated: Neutral (0.00) - - 2026-02-28 15:12
eval
Evaluated by llama-3.3-70b-wai : 0.00 (Neutral) 0.00 reasoning CSS styles, no rights stance
2026-02-28 15:08 eval_success Lite evaluated: Mild positive (0.10) - - 2026-02-28 15:08
eval
Evaluated by llama-4-scout-wai : +0.10 (Mild positive) 0.00 reasoning Editorial stance on water regulation, no explicit rights discussion
2026-02-28 15:07 eval_success Lite evaluated: Neutral (0.00) - - 2026-02-28 15:07
eval
Evaluated by llama-3.3-70b-wai : 0.00 (Neutral) 0.00 reasoning CSS styles, no rights stance
2026-02-28 15:06 eval_success Evaluated: Neutral (0.04) - - 2026-02-28 15:06
eval
Evaluated by deepseek-v3.2 : +0.04 (Neutral) 15,452 tokens 2026-02-28 15:06 rater_validation_warn Validation warnings for model deepseek-v3.2: 1W 0R - - 2026-02-28 05:30 rater_validation_warn Light validation warnings for model llama-4-scout-wai: 0W 1R - - 2026-02-28 05:30 eval_success Light evaluated: Mild positive (0.10) - - 2026-02-28 05:30
eval
Evaluated by llama-4-scout-wai : +0.10 (Mild positive) reasoning Editorial stance on water regulation, no explicit rights discussion
2026-02-28 05:14 eval_success Light evaluated: Neutral (0.00) - - 2026-02-28 05:14
eval
Evaluated by llama-3.3-70b-wai : 0.00 (Neutral) reasoning CSS styles, no rights stance
2026-02-28 05:14 rater_validation_warn Light validation warnings for model llama-3.3-70b-wai: 0W 1R - -