Third-party certification

Tier 3 · Reproducible - Gold recommended

An independent party certifies that it reproduced the results, or specific tables and figures, from the package, for example in a signed letter or a certificate from a certification agency. This matters most only when the data cannot be shared and reproducers cannot access them.
NotePackages containing datasets that cannot be shared

This criterion is recommended in general. For packages that do not contain all datasets needed because some cannot be shared, it becomes a core criterion: without a third-party certification, only the Tier 1 criteria are assessed, so the package can get at most Bronze. With a certification, the core criteria that need the data are rated from the certificate, so Silver and Gold become possible. See rules 3 and 4 in Rules of the badge system.

NoteWho counts as independent

An independent party is someone who is not an author of the paper and had no part in its data collection or analysis. The certificate or signed letter must state the reproducer’s name, affiliation and relationship to the authors, what was reproduced, and how.

Rating

TipMet

The package includes a certification that an independent, disinterested party reproduced all results (or specified tables and figures) from the package, e.g. a signed letter by the reproducer or a certificate from a certification agency, stating what was reproduced and how.

WarningPartially met

A certification is provided, but it covers only some of the results, does not state what was reproduced, or comes from a party that is not independent of the authors.

ImportantNot met

No third-party certification is provided when the data are confidential and the reproducer cannot access them.

Based on: #131 only (ACRE, adjusting levels for confidential/proprietary data); see also #52 CODECHECK certificate, #56 ROR-R badge.

NoteNot applicable

All datasets needed for reproduction are included the package (C2)

Prerequisites

Check order: 1

Builds on

Prerequisite for

No criterion builds on this one.

In the corpus

Sources Injunctive Descriptive Tacit Automatable Manual check Automation unclear LLM sources
1 100% 0% 0% 0% 100% 0% 0

Text evidence (1 quote)

#131 Guide for Accelerating Computational Reproducibility in the Social Sciences · injunctive

“…the authors provide a certification that a third party was able to reproduce the display item (or the paper as a whole) from the analysis data (CRA). Such certification may include a signed letter by a disinterested reproducer or a certificate from a certification agency for data and code” (https://bitss.github.io/ACRE/assessment.html#adjusting-levels-to-account-for-confidentialproprietary-data)

Note: especially for proprietary data