Buildability / Receipt
AOP-Smart: A RAG-Enhanced Large Language Model Framework for Adverse Outcome Pathway Analysis
This public receipt window renders only fields present in the canonical receipt object, deterministic fixture receipt, or canonical evidence receipt. Missing compute, demo, hash, signature, approval, telemetry, and adoption fields stay explicit.
Public buildability page receipt window
Not build-ready: AOP-Smart: A RAG-Enhanced Large Language Model Framework for Adverse Outcome Pathway Analysis
/buildability/aop-smart-a-rag-enhanced-large-language-model-framework-for-adverse-outcome-pathway-analysis
Subject: AOP-Smart: A RAG-Enhanced Large Language Model Framework for Adverse Outcome Pathway Analysis
Verdict
Ignore
Verdict is Ignore because current viability and proof state do not clear the buildability gate.
Time to first demo
Insufficient data
No first-demo timestamp, owner estimate, or elapsed demo receipt is attached to this surface.
Compute envelope
Structured compute envelope
Insufficient data
No data, compute, hardware, memory, latency, dependency, or serving requirement receipt is attached.
Evidence ids
Receipt path
/buildability/aop-smart-a-rag-enhanced-large-language-model-framework-for-adverse-outcome-pathway-analysis
Paper ref
aop-smart-a-rag-enhanced-large-language-model-framework-for-adverse-outcome-pathway-analysis
arXiv id
2604.10874
Freshness
Generated at
2026-04-14T16:50:46.296Z
Evidence freshness
stale
Last verification
2026-04-14T16:50:46.296Z
Sources
3
References
0
Coverage
50%
Hash state
Lineage hash
5815bac4b125b7d8f4003b97a451c3f6868a72862605078b1d2661ea8771c48d
Canonical opportunity-kernel lineage hash.
Signature state
External signature
unsigned_external
No founder, registry, pilot, or production-adoption signature is attached to this receipt.
Verification
not_verified
Verification is blocked until an external signature is provided.
Blockers
- Missing: repo_url
- Missing: references
- Missing: proof_status
- Unknown: proof verification has not been recorded yet
Some score or evidence fields are outside the preferred freshness window.
repo_url
references
Truth Boundary
External gate remains unresolved for live deployment claims.
Buildability surfaces only report computed viability and proof receipts. They do not claim live production usage, pilot outcomes, founder sign-off, public Brier calibration, judge divergence, or external adoption unless explicitly sourced.