Campaign overview
From first-principles validation to reliability-gated design feedback
The evidence companion is loading the manuscript-aligned data snapshot.
Evidence funnel
From generated structures to retained feedback labels
Evidence search
Search manuscript evidence by formula, ID, channel, or QC status
Trusted candidates
Generated formulas retained after reliability gating
Reliability gate
Retained-vs-withheld audit for feedback admissibility
Manuscript figures
Latest figures copied from the refreshed package
Data explorer
Read-only provenance tables
Top trusted carrier-direction channels
Round-level source audit
This table is kept as provenance for the campaign accounting; the main reviewer story above remains campaign-level.
Source files included in the frozen build
Evidence guide
What the evidence shows
How to interpret it
Manuscript Q&A
Ask with cited manuscript evidence
Ask in English or Chinese and receive an answer grounded in retrieved manuscript passages.