CDN-354: The Precision Ladder

CDN-354 converts the CDN-352/353 uncertainty ledger into a measurement-design ladder. With the gate margin S = Theta - T_required(C,R) fixed, a covariance-shaped external fit becomes decisive only when |S|/sigma_S clears the chosen threshold. The strong anchor is already a 2-sigma closure under the independent moderate profile, but all-positive covariance requires a sharper score uncertainty to resolve the same cap vector. The locked result is DECISIVENESS_IS_MARGIN_OVER_ERROR_NOT_LABEL.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-06-25
DOI
https://doi.org/10.5281/zenodo.20860900
Primary Topic
Numerical Methods and Algorithms
Type
article
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article

CDN-354: The Precision Ladder

Nicky Joseph Hubertus Catharina Hacquier
Zenodo (CERN European Organization for Nuclear Research)
Numerical Methods and Algorithms
article

CDN-354: The Precision Ladder

Nicky Joseph Hubertus Catharina Hacquier
article en

Abstract

CDN-354 converts the CDN-352/353 uncertainty ledger into a measurement-design ladder. With the gate margin S = Theta - T_required(C,R) fixed, a covariance-shaped external fit becomes decisive only when |S|/sigma_S clears the chosen threshold. The strong anchor is already a 2-sigma closure under the independent moderate profile, but all-positive covariance requires a sharper score uncertainty to resolve the same cap vector. The locked result is DECISIVENESS_IS_MARGIN_OVER_ERROR_NOT_LABEL.

Zenodo (CERN European Organization for Nuclear Research)
Dynamique du noyau (FR)
Openalex Percentile: Top 5%
Numerical Methods and Algorithms
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