Pre-registered pilot validation in progress
This site does not present validation as complete. The current phase is research-oriented, cautious, and limited in scope.
Validation Research
Current validation research
Pre-registered pilot validation is in progress. The current project, CBL External Corpus Validation (H1), tests whether a common behavioral primitive ontology can detect authority-sensitive behavioral structure across different domains beyond simple negative sentiment.
Can a common ontology detect structured response?
The central test is whether primitives distinguish authority-sensitive configurations rather than simply tracking whether a text is positive or negative.
Validation Logic
How the pilot is framed.
Preregistration
The pilot is framed as a preregistered research effort rather than as a retrospective marketing claim.
Methodology
Primitive extraction quality is compared against independent human coding using inter-rater agreement measures.
Pilot reports
Validation reports, status notes, and corpus framing are part of the public research record as they become available.