Colloidal Silver

Claim: Colloidal silver acts as a powerful natural antibiotic and remedy capable of treating diverse infections and promoting overall health.

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Model answers are probabilities, not verdicts.

Dimension 01 / 10

Error feedback

88.3%Bullshit weight
Model confidence88.6%

How does the examined system (claim, method or field) respond to inputs that directly contradict its predictions or assumptions?

  • 0 · 0.00It adjusts its parameters, narrows its scope or rejects the refuted hypothesis on the basis of repeated anomalies.2.86%
  • 1 · 0.85It produces unverifiable ad-hoc explanations whose only function is to protect the core claim from refutation.50.04%
  • 2 · 1.00It interprets every contrary piece of evidence as proof of a deliberate conspiracy, data manipulation or a cover-up by outside institutions.37.22%
  • 3 · 0.95It blames the missing result on the recipient's wrong intention, lack of faith or insufficient commitment.4.46%
  • 4 · 0.80It avoids confronting error by making predictions so vague that any outcome can be called a success after the fact.5.43%

The bar shows the probability the model gave each answer. The weight shows how much that answer counts as bullshit.

10 decision dimensions

View JSON
DimensionBullshit weightModel confidence
Error feedback88.3%88.6%
Causal carrier21.8%33.9%
Blinding test86.2%55.5%
Falsifiability86.7%63.8%
Semantic precision87.7%90.5%
Ockham's razor86.1%80.8%
Measurement network70.1%29.9%
Operator independence45.6%21.6%
Model evolution89.5%91.0%
Risk asymmetry83.0%75.8%
Model provenanceliquid/d1-ultra-20261015 · Oct 30, 2026

OpenRouter · liquid/d1-ultra · google/gemini-3.8-flash (canonicalisation)