Touchward Institute

DOKSIS

INFORMATION QUALITY SCORING

Every article scores against a transparent standard. No institutional exemptions. No protected sources.

What Doksis Does

Doksis applies the MTIS 3.0 framework to any article or piece of content — scoring it across six dimensions of information quality: contextual integrity, transparency of assumptions, methodological rigor, uncertainty acknowledgment, source transparency, and engagement with counterarguments. Beyond the numerical score, Doksis evaluates two qualitative dimensions no numerical score can fully capture: Inquiry Posture — whether the piece shows signs of genuine open-ended investigation — and Narrative Independence — whether the evidence appears to have led the conclusion, or the conclusion appears to have led the evidence. The result: a complete picture of how an article reasons and whether it appears to have followed the evidence honestly.

The Four Verdicts

RECOMMENDED

Meets the standard.

ACCEPTABLE

Usable with awareness.

NEEDS IMPROVEMENT

Read with caution.

NOT RECOMMENDED

Significant quality issues.

Score an Article

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