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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 tutorial @cf/meta/llama-4-scout-17b-16e-instruct lite 0.00 ND Neutral 0.90 0.00 Health & Safety deepseek/deepseek-v3.2-20251201 +0.02 +0.01 Neutral 0.06 0.10 Knowledge & Culture claude-haiku-4-5-20251001 +0.32 +0.12 Mild positive 0.11 0.15 Free Expression & Technical Knowledge 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 0.10 ND ND Article 1 ND ND 0.00 ND ND Article 2 ND ND 0.05 ND ND Article 3 ND ND 0.00 ND ND Article 4 ND ND 0.00 ND ND Article 5 ND ND 0.00 ND ND Article 6 ND ND 0.00 ND ND Article 7 ND ND 0.00 ND ND Article 8 ND ND 0.00 ND ND Article 9 ND ND 0.00 ND ND Article 10 ND ND 0.00 ND ND Article 11 ND ND 0.00 ND ND Article 12 ND ND -0.14 ND ND Article 13 ND ND 0.00 ND ND Article 14 ND ND 0.00 ND ND Article 15 ND ND 0.00 ND ND Article 16 ND ND 0.00 ND ND Article 17 ND ND 0.00 ND ND Article 18 ND ND 0.00 ND ND Article 19 ND ND 0.26 0.41 ND Article 20 ND ND 0.00 ND ND Article 21 ND ND 0.00 ND ND Article 22 ND ND 0.00 ND ND Article 23 ND ND 0.00 ND ND Article 24 ND ND 0.00 ND ND Article 25 ND ND 0.05 ND ND Article 26 ND ND 0.06 ND ND Article 27 ND ND 0.36 0.48 ND Article 28 ND ND 0.00 ND ND Article 29 ND ND 0.00 ND ND Article 30 ND ND 0.00 ND ND
Summary Free Expression & Technical Knowledge Acknowledges
This Hackaday article explains the physics of solder smoke behavior in accessible technical language, representing engagement with Article 19 (free expression) and Article 27 (participation in scientific culture). The platform's free, ad-supported access model and community-oriented mission broadly support knowledge dissemination, though behavioral ad tracking introduces structural tensions with privacy and editorial independence.
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: +0.41 — 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: +0.48 — 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 +0.32 Structural Mean +0.25 Weighted Mean +0.45 Unweighted Mean +0.45 Max +0.48 Article 27 Min +0.41 Article 19 Signal 2 No Data 29 Volatility 0.04 (Low) Negative 0 Channels E: 0.6 S: 0.4 SETL ℹ +0.15 Editorial-dominant FW Ratio ℹ 49% 18 facts · 19 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: 0.41 (1 articles) Economic & Social: 0.00 (0 articles) Cultural: 0.48 (1 articles) Order & Duties: 0.00 (0 articles) Editorial Channel
What the content says
+0.35
Medium Advocacy Coverage
Article presents accessible technical explanation of physical phenomenon (solder smoke behavior). Knowledge-sharing approach supports free expression and information access.
FW Ratio: 43%
Observable Facts
Article explains solder smoke behavior in accessible technical language. Content is published on open-access platform without subscription requirements. Hackaday mission emphasizes hardware knowledge-sharing and technical community (per DCP). Inferences
Educational approach to technical knowledge supports informed public. Platform structure enables dissemination without gatekeeping. Ad-supported model ensures access but behavioral tracking may influence editorial judgment. DCP modifiers: +0.05 (accessibility), +0.1 (mission), +0.05 (access_model), -0.1 (ad_tracking) net to +0.10 applied. +0.30
Medium Advocacy Coverage
Article represents participation in technical culture and scientific knowledge-sharing. Explains physical phenomenon in way accessible to non-experts.
FW Ratio: 50%
Observable Facts
Article explains soldering physics in accessible technical language. Content published on free, ad-supported platform (no subscription required). Hackaday explicitly positions itself as open-source hardware community (per DCP). HTML/CSS standards and responsive design indicate basic accessibility consideration. Inferences
Educational approach democratizes access to technical knowledge and scientific explanation. Free platform structure removes economic barriers to cultural participation. Community mission emphasizes knowledge-sharing and technical pluralism. Combined DCP modifiers (+0.1 mission, +0.05 access_model, +0.05 accessibility) support Article 27 protections. ND
Content does not directly address human dignity, recognition as persons, or fundamental freedoms.
ND
No direct engagement with equality and dignity principles.
ND
Medium
Content is technical/neutral, no explicit non-discrimination framing.
FW Ratio: 50%
Observable Facts
Page is accessible via free, ad-supported model with no registration barrier. Content presented to all visitors without observable access restrictions. Inferences
Free access structure supports non-discriminatory availability of technical information. Ad-supported model enables broad participation regardless of economic status. ND
No observable engagement with right to life, liberty, or security.
ND
Technical content does not address slavery or servitude.
ND
No engagement with torture or cruel treatment.
ND
Not applicable to technical article.
ND
No engagement with equal protection under law.
ND
Not applicable to technical article.
ND
No engagement with arbitrary arrest or detention.
ND
No engagement with fair trial or legal procedure.
ND
Not applicable to technical article.
ND
Medium Practice
Content does not address privacy considerations.
FW Ratio: 50%
Observable Facts
Page code contains OpenAds delivery system with zone-based ad serving. Randomized ad serving (OA_r=Math.floor(Math.random()*99999999)) indicates behavioral tracking. Ad infrastructure connects to rv-ads.supplyframe.com for ad delivery. Inferences
Ad tracking infrastructure suggests user behavioral monitoring and profiling. DCP modifier (-0.1) reflects privacy concerns from behavioral tracking practices. Ad-based revenue model creates structural incentive for data collection. ND
Medium Practice
No explicit engagement with freedom of movement.
FW Ratio: 50%
Observable Facts
Content is publicly accessible without geographic restrictions. No observable paywall or access limitations by region. Inferences
Open access structure enables information flow across borders. Technical content accessible globally supports knowledge circulation. ND
Not applicable to technical article.
ND
No engagement with nationality rights.
ND
Not applicable to technical article.
ND
Not applicable to technical article.
ND
No engagement with conscience, thought, or belief.
ND
Low Practice
Content does not directly address assembly or association.
FW Ratio: 50%
Observable Facts
Platform is described as open-source hardware and hacking community (per DCP). Content exists within community-oriented platform structure. Inferences
Community platform structure supports associational activity. DCP mission modifier (+0.1) applies to broader platform freedom of association signals. ND
No engagement with democratic participation.
ND
No engagement with social security or welfare rights.
ND
Not applicable to technical article.
ND
Not applicable to technical article.
ND
Low Practice
Technical content does not directly address health or living standards.
FW Ratio: 50%
Observable Facts
Content discusses practical aspects of soldering process accessible to general audience. Platform provides free access to technical knowledge. Inferences
Knowledge about soldering hazards (smoke exposure) indirectly supports health-informed practice. Free access model enables broader participation in technical knowledge affecting safety practices. ND
Not applicable to technical article.
ND
Not applicable to technical article.
ND
Not applicable to technical article.
ND
Not applicable to technical article.
Structural Channel
What the site does
+0.25
Medium Advocacy Coverage
Free ad-supported platform (per DCP: +0.05 modifier for access_model, +0.1 for mission) enables broad dissemination of technical knowledge. Ad tracking (-0.1 per DCP) creates tension with editorial independence.
+0.25
Medium Advocacy Coverage
Platform structure (per DCP: +0.1 mission, +0.05 access_model, +0.05 accessibility) enables broad participation in cultural and scientific life without economic barriers.
ND
No observable structural signals related to preamble principles.
ND
No structural signals observed.
ND
Medium
Free, ad-supported access model (per DCP) ensures no discriminatory barriers to technical knowledge consumption.
ND
ND
ND
ND
ND
ND
ND
ND
ND
ND
Medium Practice
OpenAds tracking infrastructure (per DCP) and behavioral ad targeting observed, indicating privacy monitoring practices.
ND
Medium Practice
Free, globally accessible content supports freedom of information movement.
ND
No observable signals regarding asylum or refuge.
ND
ND
ND
ND
ND
Low Practice
Hackaday platform structure enables community participation and knowledge-sharing (per DCP mission).
ND
No observable governance signals.
ND
ND
No observable labor rights signals.
ND
ND
Low Practice
Free access to technical knowledge (per DCP: +0.05 access_model modifier) supports informed decision-making about health/safety practices like soldering safety.
ND
ND
No observable signals regarding international order.
ND
ND
Supplementary Signals
How this content communicates, beyond directional lean.
Learn more How well-sourced and evidence-based is this content?
0.68 medium claims
Sources 0.7 Evidence 0.7 Uncertainty 0.6 Purpose 0.8
No manipulative rhetoric detected
0 techniques detected
Emotional character: positive/negative, intensity, authority
measured
Valence +0.2 Arousal 0.3 Dominance 0.4
Does the content identify its author and disclose interests?
0.30
✗ Author ✗ Funding
More signals: context, framing & audience Does this content offer solutions or only describe problems?
0.58 mixed
Whose perspectives are represented in this content?
0.25 1 perspective
Speaks: institution
Is this content looking backward, at the present, or forward?
present immediate
What geographic area does this content cover?
global How accessible is this content to a general audience?
moderate medium jargon general
Longitudinal
· 5 evals
+1 0 −1 HN
Audit Trail
25 entries all eval pipeline all models llama-3.3-70b-wai llama-4-scout-wai deepseek-v3.2 claude-haiku-4-5-20251001
newest first
2026-02-28 14:42 eval_success Lite evaluated: Neutral (0.00) - - 2026-02-28 14:42
eval
Evaluated by llama-3.3-70b-wai : 0.00 (Neutral) reasoning tech tutorial no rights stance
2026-02-26 23:06 eval_success Light evaluated: Neutral (0.00) - - 2026-02-26 23:06
eval
Evaluated by llama-4-scout-wai : 0.00 (Neutral) 2026-02-26 20:11 dlq Dead-lettered after 1 attempts: Why solder smoke always finds your face - - 2026-02-26 20:09 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - - 2026-02-26 20:08 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - - 2026-02-26 20:08 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - - 2026-02-26 17:36 dlq Dead-lettered after 1 attempts: Why solder smoke always finds your face - - 2026-02-26 17:34 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - - 2026-02-26 17:33 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - - 2026-02-26 17:32 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - - 2026-02-26 11:15 eval_success Evaluated: Neutral (0.04) - - 2026-02-26 11:15
eval
Evaluated by deepseek-v3.2 : +0.04 (Neutral) 13,748 tokens 2026-02-26 11:15 rater_validation_warn Validation warnings for model deepseek-v3.2: 26W 26R - - 2026-02-26 09:00 dlq Dead-lettered after 1 attempts: Why solder smoke always finds your face - - 2026-02-26 08:59 dlq Dead-lettered after 1 attempts: Why solder smoke always finds your face - - 2026-02-26 08:59 dlq Dead-lettered after 1 attempts: Why solder smoke always finds your face - - 2026-02-26 08:59 dlq Dead-lettered after 1 attempts: Why solder smoke always finds your face - - 2026-02-26 08:58 rate_limit OpenRouter rate limited (429) model=mistral-small-3.1 - - 2026-02-26 08:57 rate_limit OpenRouter rate limited (429) model=hermes-3-405b - - 2026-02-26 08:57 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - - 2026-02-26 08:57 rate_limit OpenRouter rate limited (429) model=qwen3-next-80b - - 2026-02-26 04:17
eval
Evaluated by claude-haiku-4-5-20251001 : +0.18 (Mild positive) 16,132 tokens -0.04 2026-02-26 02:26
eval
Evaluated by claude-haiku-4-5-20251001 : +0.23 (Mild positive) 17,730 tokens