Evidence and limits
Finding: Specialization, credibility, and coordination are separable dimensions of a transactive memory system and relate to team performance.
Impact: Watch the three dimensions as evaluation prompts. Reject importing the human-team scale as an AI score.
Boundary: The scale was validated for human teams, not agents or repositories. Next: which trace evidence can operationalize each dimension without anthropomorphism?
Flags: human-team self-report scale; direct transfer rejected
Record State: Catalog review recorded; not a performance endorsement
What was reviewed: Structure and relevance screened; not a full evaluation