Buildability / Receipt
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
/buildability/towards-label-free-single-cell-phenotyping-using-multi-task-learning
Subject: Towards Label-Free Single-Cell Phenotyping Using Multi-Task Learning
Verdict
Build Now
Verdict is Build Now because viability and implementation proof cleared the Wave 1 scaffold thresholds.
Time to first demo
Insufficient data
No first-demo timestamp, owner estimate, or elapsed demo receipt is attached to this surface.
Structured compute envelope
Insufficient data
No data, compute, hardware, memory, latency, dependency, or serving requirement receipt is attached.
Truth Boundary
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.
Receipt path
/buildability/towards-label-free-single-cell-phenotyping-using-multi-task-learning
Paper ref
towards-label-free-single-cell-phenotyping-using-multi-task-learning
arXiv id
2605.14717
Generated at
2026-05-15T20:12:01.098Z
Evidence freshness
fresh
Last verification
2026-05-15T20:12:01.098Z
Sources
0
References
0
Coverage
0%
Lineage hash
0545e0031998e786faa900458083b60b08e63cb0eee0acbfdf46bfba6e9fd3ba
Canonical opportunity-kernel lineage hash.
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.
Some score or evidence fields are outside the preferred freshness window.
paper_evidence_receipts.references_count
paper_evidence_receipts.coverage