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/from-research-question-to-scientific-workflow-leveraging-agentic-ai-for-science-automation
Subject: From Research Question to Scientific Workflow: Leveraging Agentic AI for Science Automation
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": 14, "author": "Bartosz Balis; Michal Orzechowski; Piotr Kica; Michal Dygas; Michal Kuszewski"
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": 14, "author": "Bartosz Balis; Michal Orzechowski; Piotr Kica; Michal Dygas; Michal Kuszewski", "title": "From Research Question to Scientific Workflow: Leveraging Agentic AI for Science Automation", "creation date": null, "modification date": null, "kids": []}
Inference
{"file name": "input.pdf", "number of pages": 14, "author": "Bartosz Balis; Michal Orzechowski; Piotr Kica; Michal Dygas; Michal Kuszewski", "title": "From Research Question to Scientific Workflow: Leveraging Agentic AI for Science Automation", "creation date": null, "modification date": null, "kids": []}
Hardware
{"file name": "input.pdf", "number of pages": 14, "author": "Bartosz Balis; Michal Orzechowski; Piotr Kica; Michal Dygas; Michal Kuszewski", "title": "From Research Question to Scientific Workflow: Leveraging Agentic AI for Science Automation", "creation date": null, "modification date": null, "kids": []}
Receipt path
/buildability/from-research-question-to-scientific-workflow-leveraging-agentic-ai-for-science-automation
Paper ref
from-research-question-to-scientific-workflow-leveraging-agentic-ai-for-science-automation
arXiv id
2604.21910
Generated at
2026-04-24T20:31:50.540Z
Evidence freshness
stale
Last verification
2026-04-24T20:31:50.540Z
Sources
3
References
0
Coverage
50%
Lineage hash
d14b674e1f2adec80979da0220a1a0470e24436640657e95df252f87b2194c8c
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