Skip to main content
Deserke

Research

Methodology is published, not just claimed. Every evidence summary on this page states its epistemic level explicitly (Observed, Derived, Inferred, Probable, Possible, or Unknown) rather than reading as uniformly confident.

The six-level epistemic ladder, Observed to Unknown, with one worked example. Three readings show a rising trend, not noise, placed in its correct Inferred band.

How a finding is presented

Inferred

The findings suggest a correlation between the two markers, based on the reviewed cohort. This is not a causal claim.

Research Workspace: an evidence grid showing three findings at three different epistemic levels side by side

Limitations

A mandatory section on every Deserke research artifact, never a final throwaway sentence. Published methods, sample sizes, and open questions are listed alongside every claim, not after it, in the full paper linked from each summary.

How research moves

Research lifecycle: question, data, analysis, publication, application, and back to question. Publication is a checkpoint, not an endpoint.

Publications

Publication index, populated as papers are released.