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-tertiary-review-of-large-language-model-based-code-generating-tasks-trends-challenges-and-future-directions
Subject: A Tertiary Review of Large Language Model-Based Code Generating Tasks: Trends, Challenges, and Future Directions
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": 43, "author": "Muslim Chochlov; Michael English; Jim Buckley"
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": "Muslim Chochlov; Michael English; Jim Buckley", "title": "A Tertiary Review of Large Language Model-Based Code Generating Tasks: Trends, Challenges, and Future Directions", "creation date": "D:20260526015455+00'00'"
Inference
{"file name": "input.pdf", "number of pages": 43, "author": "Muslim Chochlov; Michael English; Jim Buckley", "title": "A Tertiary Review of Large Language Model-Based Code Generating Tasks: Trends, Challenges, and Future Directions", "creation date": "D:20260526015455+00'00'"
Hardware
{"file name": "input.pdf", "number of pages": 43, "author": "Muslim Chochlov; Michael English; Jim Buckley", "title": "A Tertiary Review of Large Language Model-Based Code Generating Tasks: Trends, Challenges, and Future Directions", "creation date": "D:20260526015455+00'00'"
Receipt path
/buildability/a-tertiary-review-of-large-language-model-based-code-generating-tasks-trends-challenges-and-future-directions
Paper ref
a-tertiary-review-of-large-language-model-based-code-generating-tasks-trends-challenges-and-future-directions
arXiv id
2605.25536
Generated at
2026-05-27T00:06:49.334Z
Evidence freshness
stale
Last verification
2026-05-27T00:06:49.334Z
Sources
3
References
0
Coverage
50%
Lineage hash
5d484e082ec7dd8a1cca0ef2deb7f68351a07854ba5357303d79726a0bb57e69
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