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/gl-lfgnn-a-global-local-dual-branch-causal-graph-neural-network-based-on-liang-kleeman-information-flow-for-eeg-emotion
Subject: GL-LFGNN:A Global-Local Dual-branch Causal Graph Neural Network Based on Liang-Kleeman Information Flow for EEG Emotion Recognition
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.
Data
{"file name": "input.pdf", "number of pages": 11, "author": "Ziyi Wang; Dongyang Kuang"
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.
Compute
{"file name": "input.pdf", "number of pages": 11, "author": "Ziyi Wang; Dongyang Kuang", "title": "GL-LFGNN:A Global-Local Dual-branch Causal Graph Neural Network Based on Liang-Kleeman Information Flow for EEG Emotion Recognition", "creation date": null, "modification date": null, "kids": []}
Inference
{"file name": "input.pdf", "number of pages": 11, "author": "Ziyi Wang; Dongyang Kuang", "title": "GL-LFGNN:A Global-Local Dual-branch Causal Graph Neural Network Based on Liang-Kleeman Information Flow for EEG Emotion Recognition", "creation date": null, "modification date": null, "kids": []}
Hardware
{"file name": "input.pdf", "number of pages": 11, "author": "Ziyi Wang; Dongyang Kuang", "title": "GL-LFGNN:A Global-Local Dual-branch Causal Graph Neural Network Based on Liang-Kleeman Information Flow for EEG Emotion Recognition", "creation date": null, "modification date": null, "kids": []}
Receipt path
/buildability/gl-lfgnn-a-global-local-dual-branch-causal-graph-neural-network-based-on-liang-kleeman-information-flow-for-eeg-emotion
Paper ref
gl-lfgnn-a-global-local-dual-branch-causal-graph-neural-network-based-on-liang-kleeman-information-flow-for-eeg-emotion
arXiv id
2605.25061
Generated at
2026-05-27T01:09:47.055Z
Evidence freshness
stale
Last verification
2026-05-27T01:09:47.055Z
Sources
3
References
0
Coverage
50%
Lineage hash
72b49fd6f681c4646c102b7977da7cba7d4084bef2c6d577abc52bc2b94749e7
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.
repo_url
references