Current Snapshot
CogniPrint currently has a working empirical evidence package supporting a follow-up manuscript. The public snapshot is maintained in the source repository under evidence/empirical-v1/.
What Is Included
- machine-readable snapshot metadata;
- campaign and comparison counts;
- methods summary;
- results summary;
- limitations summary;
- compact evidence table;
- public provenance summary.
Benchmark and Validation Layer
The repository now includes a public benchmark v1.1 layer, public empirical-growth rows, an independent holdout layer, and expanded descriptive validation outputs.
Descriptive Validation Additions
The current validation layer now includes bootstrap intervals, effect-size summaries, variance summaries, random-reference comparisons, threshold review across cosine, Euclidean, and Manhattan metric families, a multiple-comparison correction layer, and one conventional stylometry baseline.
Interpretation
The snapshot summarizes observed profile behavior inside the current controlled perturbation corpus. It is intended to support review and manuscript preparation.
It should not be presented as a publication-ready empirical paper, a source-finality system, or a forensic instrument.
Next Scientific Step
The next step is to obtain and record a real external non-owner reviewer response. Until that gate is satisfied, the correct readiness remains descriptive_only.
Public evidence boundary
The public site remains a research evidence surface only. It does not replace or upgrade the scientific meaning of the current evidence snapshot.