For students
- Turn a topic into an explicit research question.
- Distinguish facts, assumptions, claims and opinions.
- Link every important claim to a source or evidence.
- Document counter-arguments, biases, limitations and uncertainty.
Intellectual scaffolding for students and teachers
Kerkito does not write the work for the student. It makes methodological questions, claims, evidence, counter-arguments and assessment criteria visible.
For teachers
- Build a step-by-step methodological path.
- Create an explicit and reusable assessment rubric.
- Define allowed sources and quality criteria.
- Assess reasoning structure without automating academic judgment.
EPISTEMIC TRACEABILITY
Claim → Evidence
A claim can be linked to supporting, contradicting or limiting evidence. Kerkito checks structural traceability, not the intrinsic scientific truth of a source.
Claim
Supporting evidence
Counter-evidence
Limitation
Educational boundary
A Kerkito score should measure completeness and coherence of expected elements, never claim that a thesis is “93% good” or that a conclusion is true because a form is complete.
Structure my intention