Collagen Supplements for Skin
Claim: Oral collagen supplements improve skin elasticity, hydration, and reduce wrinkles.
Score explainer
What's behind the number?
E · 0.60
Epistemic falsity
22.6%How detached the claim is from physical reality and evidence.
D · 0.25
Defensive armor
30.4%Ad-hoc excuses, vague language, dogma and operator dependence.
H · 0.15
Harm & grift
24.9%Medical risk, money drain, conspiracy and cult dynamics.
Calculation transparency
- Formula specificationPublished
- Weights and transformationsPublished
- Ranking eligibilityEligible
What the calculation exposes
01 · Input mapping
Each answer has a published weight from 0 to 1.
02 · Calculation rule
BSR = 100 × E × (0.60 + 0.25 × D + 0.15 × H)
03 · Result provenance
liquid/d1-ultra-20261015 · Oct 30, 2026
Model structure
- 10decision dimensions
- 46response categories
- Separate confidenceEpistemic confidence is computed from the weight variance, not the model's own field.
Epistemic confidence: 42.1%
Search interest is displayed separately. It does not affect the score. Inspect the decision model