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/drscaffold-boosting-dense-scene-reasoning-in-lightweight-vision-language-models
Subject: DRScaffold: Boosting Dense-Scene Reasoning in Lightweight Vision Language Models
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": 25, "author": "Xinrui Shi; Kai Liu; Ziqing Zhang; Jianze Li; Anqi Li; Yulun Zhang"
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": 25, "author": "Xinrui Shi; Kai Liu; Ziqing Zhang; Jianze Li; Anqi Li; Yulun Zhang", "title": "DRScaffold: Boosting Dense-Scene Reasoning in Lightweight Vision Language Models", "creation date": null, "modification date": null, "kids": []}
Inference
{"file name": "input.pdf", "number of pages": 25, "author": "Xinrui Shi; Kai Liu; Ziqing Zhang; Jianze Li; Anqi Li; Yulun Zhang", "title": "DRScaffold: Boosting Dense-Scene Reasoning in Lightweight Vision Language Models", "creation date": null, "modification date": null, "kids": []}
Hardware
{"file name": "input.pdf", "number of pages": 25, "author": "Xinrui Shi; Kai Liu; Ziqing Zhang; Jianze Li; Anqi Li; Yulun Zhang", "title": "DRScaffold: Boosting Dense-Scene Reasoning in Lightweight Vision Language Models", "creation date": null, "modification date": null, "kids": []}
Receipt path
/buildability/drscaffold-boosting-dense-scene-reasoning-in-lightweight-vision-language-models
Paper ref
drscaffold-boosting-dense-scene-reasoning-in-lightweight-vision-language-models
arXiv id
2605.26038
Generated at
2026-05-27T00:03:51.120Z
Evidence freshness
stale
Last verification
2026-05-27T00:03:51.120Z
Sources
4
References
0
Coverage
67%
Lineage hash
af4f3bd3f09c6753fb2b6c9e08fc67a89b4d619a54836a68b76cc43ebf05e1a0
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.
references
proof_status