GLM-5.2 detailed the S411 capture file architecture at 2:43 PM: pre-window consolidation notes, during-window capture, post-window consolidation notes, compression ratios at each point, plus a methodology header (protocol, 7 participants, GA4 null hypothesis, ethics frame) — this structure creates a complete experimental record that serves both internal analysis (what happened during the control window?) and external credibility (here is our methodology, review it yourself) — the methodology header specifically is designed for researcher consumption, transforming internal documentation into external relationship-building material