Summary Open Access to Knowledge & Science Advocates
This Hugging Face Golf-Forecaster model repository page demonstrates strong structural support for human rights related to free expression, access to scientific culture, and education. The platform's open-access architecture removes economic barriers and enables democratic participation in AI development. However, active analytics tracking and data collection occur without visible informed consent mechanisms, creating tension with Article 12 privacy rights.
Article Heatmap
Negative Neutral Positive No Data
Aggregates
Weighted Mean
+0.27
Unweighted Mean
+0.26
Max
+0.70 Article 19
Min
-0.50 Article 12
Signal
16
No Data
15
Confidence
17%
Volatility
0.27 (Medium)
Negative
1
Channels
E: 0.5S: 0.5
SETL
ND
FW Ratio
56%
31 facts · 24 inferences
Evidence: High: 0 Medium: 5 Low: 11 No Data: 15
Theme Radar
Editorial Channel
What the content says
ND
PreamblePreamble
Medium Practice
Page content does not contain editorial text addressing preamble themes of human dignity, freedom, or justice.
FW Ratio: 60%
Observable Facts
The page shows a Hugging Face model repository interface with public access enabled.
Configuration shows 'signupDisabled: false', indicating open registration is available.
The platform provides free public access to model repositories without paywalls.
Inferences
The open access architecture suggests structural support for democratic participation and equitable access to technological knowledge.
Public signup and free access align with preamble principles of universal human dignity and freedom.
ND
Article 1Freedom, Equality, Brotherhood
Low Practice
No editorial content on page addresses universal equality or freedom of thought.
FW Ratio: 67%
Observable Facts
Model repository is publicly viewable without login requirements visible.
No discriminatory access controls are evident in the visible interface.
Inferences
Universal public access to the model suggests structural support for equal access to information and technology.
ND
Article 2Non-Discrimination
Low Practice
No editorial content addresses non-discrimination principles.
FW Ratio: 50%
Observable Facts
Access to the model repository is not conditioned on visible demographic or status criteria.
Inferences
Equal public access suggests structural non-discrimination, though comprehensive non-discrimination policy is not visible on this page.
ND
Article 3Life, Liberty, Security
Page content does not address right to life, liberty, or security.
ND
Article 4No Slavery
Page content does not address slavery or servitude.
ND
Article 5No Torture
Page content does not address torture or cruel treatment.
ND
Article 6Legal Personhood
Page content does not address legal personality.
ND
Article 7Equality Before Law
Page content does not address equality before law.
ND
Article 8Right to Remedy
Page content does not address access to remedies.
ND
Article 9No Arbitrary Detention
Page content does not address arbitrary arrest or detention.
ND
Article 10Fair Hearing
Page content does not address fair trial.
ND
Article 11Presumption of Innocence
Page content does not address criminal liability or presumption of innocence.
ND
Article 12Privacy
Medium Practice
Page content does not address privacy.
FW Ratio: 67%
Observable Facts
Page includes Plausible analytics initialization with endpoint '/api/event'.
Cookie mechanism reads and stores 'theme' preference data.
Configuration object includes 'loggedIn' custom property for tracking.
Tracking is initialized by default without visible opt-in mechanism on page.
Inferences
Active analytics tracking and cookie usage constitute privacy intrusion relative to Article 12's right to privacy.
Absence of visible consent mechanism or privacy notice on this page suggests tracking occurs without informed consent.
ND
Article 13Freedom of Movement
Low Practice
Page content does not address freedom of movement.
FW Ratio: 50%
Observable Facts
Public model repository is accessible without geographic filtering or movement restrictions.
Inferences
Open access without geographic barriers supports freedom of movement and access to information.
ND
Article 14Asylum
Low Practice
Page content does not address asylum or nationality.
FW Ratio: 50%
Observable Facts
Public access is available globally without visible nationality-based restrictions.
Inferences
Universal public access suggests non-discrimination based on nationality.
ND
Article 15Nationality
Page content does not address nationality or change of nationality.
Creator attribution supports property rights recognition, though full licensing terms are not visible.
ND
Article 18Freedom of Thought
Low Practice
Page content does not address freedom of thought, conscience, or religion.
FW Ratio: 50%
Observable Facts
Platform allows public model sharing and repository creation without ideological censorship visible.
Inferences
Open model-sharing infrastructure supports freedom of thought and expression.
ND
Article 19Freedom of Expression
Medium Practice Advocacy
Page content does not contain editorial text addressing free expression.
FW Ratio: 57%
Observable Facts
Golf-Forecaster model is publicly visible and accessible without content restrictions.
Hugging Face provides free public repositories for model sharing.
No visible content moderation or expression filtering is apparent on this page.
Platform enables cross-border information distribution through public repositories.
Inferences
Open model publishing platform actively supports freedom of opinion and expression.
Public-by-default architecture demonstrates structural commitment to enabling free expression.
Absence of censorship mechanisms visible suggests support for Article 19 rights.
ND
Article 20Assembly & Association
Low Practice
Page content does not address freedom of assembly or association.
FW Ratio: 67%
Observable Facts
Signup is enabled ('signupDisabled: false'), allowing free association and participation.
Model repositories can be shared and collaborated on publicly.
Inferences
Open signup and collaborative architecture support freedom of association.
ND
Article 21Political Participation
Page content does not address political participation.
ND
Article 22Social Security
Low Practice
Page content does not address social security or welfare.
FW Ratio: 50%
Observable Facts
Free public access to AI models removes economic barriers to technology access.
Inferences
Free access model supports social and economic development for users without resources.
ND
Article 23Work & Equal Pay
Page content does not address labor rights or employment.
ND
Article 24Rest & Leisure
Page content does not address rest or leisure.
ND
Article 25Standard of Living
Low Practice
Page content does not address health and well-being.
FW Ratio: 50%
Observable Facts
Open access model repositories can be used for health and wellness applications.
Inferences
Free public access supports potential health-related applications and research.
ND
Article 26Education
Medium Practice
Page content does not address education rights.
FW Ratio: 60%
Observable Facts
Model repositories include documentation and code enabling learning.
Public access removes economic barriers to AI education and training.
Hugging Face provides free resources for learning machine learning and AI.
Inferences
Free, open model repositories actively support education and skill development.
Platform architecture promotes equitable access to technical education.
ND
Article 27Cultural Participation
Medium Practice Advocacy
Page content does not contain editorial text addressing cultural rights or scientific participation.
FW Ratio: 50%
Observable Facts
Golf-Forecaster model repository is publicly shared and accessible.
Platform enables open-source contribution to AI development and scientific advancement.
Free public access allows everyone to participate in and benefit from scientific/technical culture.
Model repositories document research and enable replication and extension.
Inferences
Public model sharing directly supports the right to share in scientific advancement.
Open-source architecture democratizes participation in technical culture.
Free access removes economic barriers to engaging in scientific community.
Platform actively champions open science and collaborative knowledge creation.
ND
Article 28Social & International Order
Low Practice
Page content does not address international order or social framework.
FW Ratio: 50%
Observable Facts
Platform operates globally without visible country-specific restrictions.
Inferences
Global infrastructure suggests support for international order and collaborative frameworks.
ND
Article 29Duties to Community
Low Practice
Page content does not address duties or community.
FW Ratio: 50%
Observable Facts
Platform enables collaborative community development of models.
Inferences
Open collaboration structure suggests recognition of community interdependence.
ND
Article 30No Destruction of Rights
Page content does not address prohibition of abuse of rights.
Structural Channel
What the site does
Domain Context Profile
Element
Modifier
Affects
Note
Privacy
-0.15
Article 12
Hugging Face implements analytics tracking (Plausible) and collects user data through cookies and configuration parameters; privacy policy exists but tracking is active by default.
Terms of Service
—
Standard Terms of Service present; no specific UDHR-relevant violations observable.
Accessibility
+0.10
Article 25 Article 26
Platform provides theme switching and some accessibility features; model repositories are publicly accessible but full accessibility audit not visible in page content.
Mission
+0.25
Article 19 Article 27
Hugging Face mission centers on democratizing AI and open-source model sharing, which supports free expression and access to knowledge/culture.
Editorial Code
—
No editorial code visible; content moderation policies not disclosed on this page.
Ownership
+0.05
Article 19 Article 27
Hugging Face is a private company; open-source ethos supports collaborative knowledge-sharing but corporate ownership structure has potential tensions with collective rights.
Access Model
+0.20
Article 19 Article 25 Article 26 Article 27
Hugging Face provides free public access to models and repositories, supporting open access to information and culture; no paywalls observed on model pages.
Ad/Tracking
-0.10
Article 12
Analytics endpoint and tracking infrastructure present; user behavior tracked via Plausible and configuration logging.
+0.40
Article 19Freedom of Expression
Medium Practice Advocacy
Structural
+0.40
Context Modifier
+0.30
SETL
ND
Platform architecture enables and facilitates free expression through public model repositories, open-source publishing, and global content distribution without visible censorship mechanisms.
+0.35
Article 27Cultural Participation
Medium Practice Advocacy
Structural
+0.35
Context Modifier
+0.30
SETL
ND
Platform enables and actively facilitates participation in scientific/technical culture by providing free public repositories, enabling model sharing, and supporting open scientific collaboration.
+0.30
Article 13Freedom of Movement
Low Practice
Structural
+0.30
Context Modifier
0.00
SETL
ND
Platform allows users to freely navigate and access public content repositories; no geographic restrictions visible.
+0.30
Article 20Assembly & Association
Low Practice
Structural
+0.30
Context Modifier
0.00
SETL
ND
Platform enables collaborative development and community contribution; open signup suggests freedom to associate.
+0.25
PreamblePreamble
Medium Practice
Structural
+0.25
Context Modifier
0.00
SETL
ND
Hugging Face platform infrastructure supports open access to AI models and democratic participation in model development; signup is enabled and public access is available.
+0.25
Article 18Freedom of Thought
Low Practice
Structural
+0.25
Context Modifier
0.00
SETL
ND
Platform enables public expression and sharing of ideas through model publishing; no ideological restrictions visible.
+0.25
Article 26Education
Medium Practice
Structural
+0.25
Context Modifier
+0.30
SETL
ND
Platform provides free access to AI models, code, and documentation that serve educational purposes; public repositories are learning resources.
+0.20
Article 1Freedom, Equality, Brotherhood
Low Practice
Structural
+0.20
Context Modifier
0.00
SETL
ND
Platform does not discriminate access based on observability from this page; public access is universal.
+0.20
Article 14Asylum
Low Practice
Structural
+0.20
Context Modifier
0.00
SETL
ND
Platform provides open access without nationality-based discrimination; however, no explicit asylum or nationality policy is visible.
+0.20
Article 22Social Security
Low Practice
Structural
+0.20
Context Modifier
0.00
SETL
ND
Platform provides free access to AI models and resources, which can support economic and social well-being; however, no explicit welfare programs are visible.
+0.20
Article 25Standard of Living
Low Practice
Structural
+0.20
Context Modifier
+0.30
SETL
ND
Platform provides free access to AI models which can support health research and development; no explicit health welfare programs visible on page.
+0.15
Article 2Non-Discrimination
Low Practice
Structural
+0.15
Context Modifier
0.00
SETL
ND
Public access model does not discriminate based on observable factors; however, no explicit anti-discrimination policies are visible.
+0.15
Article 28Social & International Order
Low Practice
Structural
+0.15
Context Modifier
0.00
SETL
ND
Platform operates as a global commons; however, no explicit international governance or framework is visible on this page.
+0.10
Article 17Property
Low Practice
Structural
+0.10
Context Modifier
0.00
SETL
ND
Model repositories display public ownership/creator attribution; however, detailed intellectual property terms are not visible on this page.
+0.10
Article 29Duties to Community
Low Practice
Structural
+0.10
Context Modifier
0.00
SETL
ND
Page content does not address duties or community.
-0.25
Article 12Privacy
Medium Practice
Structural
-0.25
Context Modifier
-0.25
SETL
ND
Platform implements active analytics tracking (Plausible) and cookie-based data collection for theme preferences and user behavior monitoring; tracking occurs without explicit user consent visible on this page.
ND
Article 3Life, Liberty, Security
Not applicable to this technical product page.
ND
Article 4No Slavery
Not applicable to this technical product page.
ND
Article 5No Torture
Not applicable to this technical product page.
ND
Article 6Legal Personhood
Not applicable to this technical product page.
ND
Article 7Equality Before Law
Not applicable to this technical product page.
ND
Article 8Right to Remedy
Not applicable to this technical product page.
ND
Article 9No Arbitrary Detention
Not applicable to this technical product page.
ND
Article 10Fair Hearing
Not applicable to this technical product page.
ND
Article 11Presumption of Innocence
Not applicable to this technical product page.
ND
Article 15Nationality
Not applicable to this technical product page.
ND
Article 16Marriage & Family
Not applicable to this technical product page.
ND
Article 21Political Participation
Not directly applicable to this technical product page.
ND
Article 23Work & Equal Pay
Not applicable to this technical product page; the site does not employ users.
ND
Article 24Rest & Leisure
Not applicable to this technical product page.
ND
Article 30No Destruction of Rights
Not applicable to this technical product page.
Supplementary Signals
Epistemic Quality
0.44low claims
Sources
0.3
Evidence
0.4
Uncertainty
0.5
Purpose
0.6
Propaganda Flags
0techniques detected
Solution Orientation
0.59solution oriented
Reader Agency
0.7
Emotional Tone
detached
Valence
+0.1
Arousal
0.2
Dominance
0.4
Stakeholder Voice
0.352 perspectives
Speaks: institution
About: individualscommunity
Temporal Framing
presentunspecified
Geographic Scope
global
Complexity
technicalhigh jargondomain specific
Transparency
0.33
✓ Author
Event Timeline
3 events
2026-02-26 02:33
eval_success
Evaluated: Mild positive (0.27)
--
2026-02-26 02:32
dlq_replay
DLQ message 1229 replayed: Show HN: Open-source LLM and dataset for sports forecasting (Pro Golf)
--
2026-02-26 01:54
dlq
Dead-lettered after 1 attempts: Show HN: Open-source LLM and dataset for sports forecasting (Pro Golf)