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/a-systematic-evaluation-of-vision-language-models-for-observational-astronomical-reasoning-tasks
Subject: A systematic evaluation of vision-language models for observational astronomical reasoning tasks
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.
Data
{"file name": "input.pdf", "number of pages": 43, "author": "Wenke Ren; Hengxiao Guo; Wenwen Zuo; Xiaoman 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": 43, "author": "Wenke Ren; Hengxiao Guo; Wenwen Zuo; Xiaoman Zhang", "title": "A systematic evaluation of vision-language models for observational astronomical reasoning tasks", "creation date": null, "modification date": null, "kids": []}
Inference
{"file name": "input.pdf", "number of pages": 43, "author": "Wenke Ren; Hengxiao Guo; Wenwen Zuo; Xiaoman Zhang", "title": "A systematic evaluation of vision-language models for observational astronomical reasoning tasks", "creation date": null, "modification date": null, "kids": []}
Hardware
{"file name": "input.pdf", "number of pages": 43, "author": "Wenke Ren; Hengxiao Guo; Wenwen Zuo; Xiaoman Zhang", "title": "A systematic evaluation of vision-language models for observational astronomical reasoning tasks", "creation date": null, "modification date": null, "kids": []}
Receipt path
/buildability/a-systematic-evaluation-of-vision-language-models-for-observational-astronomical-reasoning-tasks
Paper ref
a-systematic-evaluation-of-vision-language-models-for-observational-astronomical-reasoning-tasks
arXiv id
2604.24589
Generated at
2026-04-28T15:18:55.940Z
Evidence freshness
stale
Last verification
2026-04-28T15:18:55.940Z
Sources
3
References
0
Coverage
50%
Lineage hash
d29c7981b504ed7ce7794e6e6f88a293a893857df77eead148a1a622f6a766da
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