The math doesn't care about credentials.

It cares whether the paper is true.

Libra is a transparent, algorithmic peer review platform built on the Collatio 28-dimension trust framework. It replaces human bias with mathematical verification.

Every score is public. Every decision is reproducible. Every paper is evaluated on its math — not its author's credentials, not their institution, not their country.

The 28-dimension framework is backed by 1,342 machine-verified Lean 4 theorems and protected by patent #63/989,043. The scoring engine exists. The data is public. The only question is whether academic publishing is ready for transparency.

28 dimensions of truth

D1
Size
D2
Semantic
D3
Safety
D4
Harmonic
D5
Purpose
D6
Contextual Anomaly
D7
Fractal Pattern
D8
Flow Conservation
D9
Temporal
D10
Supply Chain
D11
Runtime Invariance
D12
Entropic
D13
Adversarial
D14
Quantum Conservation
D15
Emergent Behavior
D16
Proof Engine
D17
Information Flow
D18
Dependency Graph
D19
Concurrency Safety
D20
API Surface
D21
Error Handling
D22
Type Safety
D23
Resource Management
D24
Encoding
D25
Privilege Escalation
D26
Symbolic
D27
Contracts
D28
Intent Alignment

All free. All public.

OpenAlex 288M+ papers · CC0
Semantic Scholar 200M papers · Free API
Crossref 180M records · Public facts
arXiv 3M+ preprints · Full source
PubMed / PMC 3.5M+ open access · Full text
Retraction Watch 63K+ retractions · Daily updates
eLife + F1000Research Public reviewer reports

"Libra — The Scales of Truth"

Patent Pending #63/989,043 · Built on Collatio · 1,342 Lean 4 theorems