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/credal-concept-bottleneck-models-for-epistemic-aleatoric-uncertainty-decomposition
Subject: Credal Concept Bottleneck Models for Epistemic-Aleatoric Uncertainty Decomposition
Verdict
Build Now
Verdict is Build Now because viability and implementation proof cleared the Wave 1 scaffold thresholds.
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": 20, "author": "Tanmoy Mukherjee; Thomas Bailleux; Pierre Marquis; Zied Bouraoui"
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": 20, "author": "Tanmoy Mukherjee; Thomas Bailleux; Pierre Marquis; Zied Bouraoui", "title": "Credal Concept Bottleneck Models for Epistemic-Aleatoric Uncertainty Decomposition", "creation date": null, "modification date": null, "kids": []}
Inference
{"file name": "input.pdf", "number of pages": 20, "author": "Tanmoy Mukherjee; Thomas Bailleux; Pierre Marquis; Zied Bouraoui", "title": "Credal Concept Bottleneck Models for Epistemic-Aleatoric Uncertainty Decomposition", "creation date": null, "modification date": null, "kids": []}
Hardware
{"file name": "input.pdf", "number of pages": 20, "author": "Tanmoy Mukherjee; Thomas Bailleux; Pierre Marquis; Zied Bouraoui", "title": "Credal Concept Bottleneck Models for Epistemic-Aleatoric Uncertainty Decomposition", "creation date": null, "modification date": null, "kids": []}
Receipt path
/buildability/credal-concept-bottleneck-models-for-epistemic-aleatoric-uncertainty-decomposition
Paper ref
credal-concept-bottleneck-models-for-epistemic-aleatoric-uncertainty-decomposition
arXiv id
2604.24170
Generated at
2026-04-28T15:16:26.535Z
Evidence freshness
stale
Last verification
2026-04-28T15:16:26.535Z
Sources
4
References
0
Coverage
67%
Lineage hash
8f61aa91463df9db87ba93ad78258f9ad3d10c9cb67973c2124484ebcfcebda8
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