Buildability / Receipt
Asymmetric-Loss-Guided Hybrid CNN-BiLSTM-Attention Model for Industrial RUL Prediction with Interpretable Failure Heatmaps
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
Watch and verify: Asymmetric-Loss-Guided Hybrid CNN-BiLSTM-Attention Model for Industrial RUL Prediction with Interpretable Failure Heatmaps
/buildability/asymmetric-loss-guided-hybrid-cnn-bilstm-attention-model-for-industrial-rul-prediction-with-interpretable-failure-heatma
Subject: Asymmetric-Loss-Guided Hybrid CNN-BiLSTM-Attention Model for Industrial RUL Prediction with Interpretable Failure Heatmaps
Verdict
Watch
Verdict is Watch because viability or proof quality is intermediate and should be re-evaluated before execution.
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/asymmetric-loss-guided-hybrid-cnn-bilstm-attention-model-for-industrial-rul-prediction-with-interpretable-failure-heatma
Paper ref
asymmetric-loss-guided-hybrid-cnn-bilstm-attention-model-for-industrial-rul-prediction-with-interpretable-failure-heatma
arXiv id
2604.13459
Freshness
Generated at
2026-04-16T18:19:50.074Z
Evidence freshness
stale
Last verification
2026-04-16T18:19:50.074Z
Sources
3
References
0
Coverage
50%
Hash state
Lineage hash
755ed0538644e38497d392663c45021e2c20aa0f93d50faac2b01be8d7f155f5
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.